├── Documentation ├── Report.pdf └── Slides.pdf ├── Code ├── Algorithm │ ├── Live Script (Notebook) Version │ │ ├── EMS Algorithm.mlx │ │ └── Sensitivity Analysis for Battery-Diesel Trade-off.mlx │ └── Script Version │ │ ├── Sensitivity_Analysis_for_Battery-Diesel_Trade-off.m │ │ └── EMS_Algorithm.m └── Data Generation │ ├── EDL.m │ ├── Irradiance_Calculation.m │ └── radiation_slope_surface.m ├── README.md └── Data ├── EDL.csv ├── solar_irradiance.csv ├── Temperature.csv └── Load.csv /Documentation/Report.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MFHChehade/Energy-Management-System-for-Hybrid-Microgrid/HEAD/Documentation/Report.pdf -------------------------------------------------------------------------------- /Documentation/Slides.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MFHChehade/Energy-Management-System-for-Hybrid-Microgrid/HEAD/Documentation/Slides.pdf -------------------------------------------------------------------------------- /Code/Algorithm/Live Script (Notebook) Version/EMS Algorithm.mlx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MFHChehade/Energy-Management-System-for-Hybrid-Microgrid/HEAD/Code/Algorithm/Live Script (Notebook) Version/EMS Algorithm.mlx -------------------------------------------------------------------------------- /Code/Algorithm/Live Script (Notebook) Version/Sensitivity Analysis for Battery-Diesel Trade-off.mlx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MFHChehade/Energy-Management-System-for-Hybrid-Microgrid/HEAD/Code/Algorithm/Live Script (Notebook) Version/Sensitivity Analysis for Battery-Diesel Trade-off.mlx -------------------------------------------------------------------------------- /Code/Data Generation/EDL.m: -------------------------------------------------------------------------------- 1 | % 1. Setup - MATLAB includes most required functions natively 2 | Hour = (0:8783)'; % Create a column vector for hours 3 | T = table(Hour); % Create a table 4 | 5 | % 2. Add datetime column 6 | dates = datetime(2020,1,1,0,0,0) + hours(0:8783)'; 7 | T.date = dates; 8 | 9 | % 3. Hour of the Day 10 | T.HourOfDay = mod(T.Hour, 24); 11 | 12 | % 4. Generate Random Sequence 13 | L = zeros(8784,1); 14 | x = ceil(normrnd(9,3)); % Generate initial random hour 15 | for i = 2:8783 16 | L(i) = 0; 17 | if i == x 18 | L(i) = 1; 19 | x = ceil(normrnd(9+i, 3)); % Generate next target hour 20 | end 21 | end 22 | T.EDL = L; % Add this sequence to the table 23 | 24 | % 5. Reshape and Create New Table 25 | EDL_array = reshape(L, [366, 24]); 26 | EDL_table = array2table(EDL_array); 27 | 28 | % 6. Save to CSV File 29 | writetable(EDL_table, 'Data/EDL.csv', 'WriteVariableNames', false); 30 | -------------------------------------------------------------------------------- /Code/Data Generation/Irradiance_Calculation.m: -------------------------------------------------------------------------------- 1 | %% 2 | close all; 3 | clear all; 4 | clc; 5 | solar_rad = csvread('Data/radiation_data.csv',1,0); 6 | 7 | %% 8 | DY_per_MO = [31,29,31,30,31,30,31,31,30,31,30,31]; 9 | cum_days = cumsum(DY_per_MO); 10 | % solar_rad(730:750,:) % check 11 | for i = 745:8784 12 | solar_rad(i,2) = solar_rad(i,2) + cum_days(solar_rad(i,1) - 1); 13 | end 14 | % solar_rad(730:750,:) % check 15 | 16 | irradiance_available_at_panels = zeros(366,24); 17 | 18 | for i = 1:8784 19 | 20 | %[s_radiation] = radiation_slope_surface (day, time, G_horizontal_radiation, solar_zenith); 21 | day = solar_rad(i,2); 22 | time = solar_rad(i,3); 23 | solar_zenith = solar_rad(i,5); 24 | G_horizontal_radiation = solar_rad(i,4); 25 | 26 | irradiance = radiation_slope_surface (day, time, G_horizontal_radiation, solar_zenith); 27 | 28 | irradiance_available_at_panels(day,time+1) = irradiance; 29 | 30 | end 31 | 32 | %% 33 | csvwrite('Data/solar_irradiance.csv', irradiance_available_at_panels) 34 | 35 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # Energy Management System for Hybrid Microgrid 2 | 3 | ## Overview 4 | This repository contains the implementation of an energy management system designed for hybrid microgrids. The system optimizes energy distribution and effectively uses renewable energy sources. 5 | 6 | ## Structure 7 | - **Code**: 8 | - **Algorithm**: Implementation of energy management algorithms, available as interactive Live Scripts and executable scripts. 9 | - **Live Script (Notebook) Version**: 10 | - `EMS Algorithm.mlx`: Interactive notebook detailing the EMS algorithm with visualizations and live code for a comprehensive understanding. 11 | - `Sensitivity Analysis for Battery-Diesel Trade-off.mlx`: Interactive analysis focusing on the trade-offs between battery storage and diesel generator usage. 12 | - **Script Version**: 13 | - `EMS_Algorithm.m`: Executable MATLAB script of the EMS algorithm for direct simulation. 14 | - `Sensitivity_Analysis_for_Battery-Diesel_Trade-off.m`: MATLAB script for conducting sensitivity analysis regarding energy storage and diesel usage. 15 | - **Data Generation**: Scripts for generating or simulating data necessary for testing the algorithms. 16 | - **Data**: 17 | - `EDL.csv`: Energy distribution and load data. 18 | - `Load.csv`: Specific load consumption data. 19 | - `Temperature.csv`: Temperature data influencing energy consumption or generation. 20 | - `radiation_data.csv`: Solar radiation data crucial for solar power calculations. 21 | - `solar_irradiance.csv`: Data on solar irradiance. 22 | - **Documentation**: 23 | - `Report.pdf`: Detailed project report including system architecture, algorithm details, and performance results. 24 | - `Slides.pdf`: Presentation slides providing an overview and impact of the energy management system. 25 | 26 | ## Getting Started 27 | To get started, clone this repository and navigate to the `Code` directory to explore the algorithms implemented. Ensure you have the necessary software and libraries installed to run the scripts, particularly MATLAB for the scripts and Live Scripts. 28 | 29 | ## Contributing 30 | We welcome contributions! If you have improvements or new features, please fork the repository and submit a pull request. Ensure to include a brief description of your changes and any necessary documentation updates. 31 | 32 | ## License 33 | This project is licensed under the MIT License - see the LICENSE.md file for details. 34 | 35 | ## Contact 36 | For any queries or further collaboration, please open an issue in this repository or contact the project maintainers directly. 37 | 38 | ## Acknowledgments 39 | - We extend our heartfelt thanks to all contributors, data providers, advisors, and everyone who has supported this project. Your contributions have been invaluable. 40 | -------------------------------------------------------------------------------- /Code/Data Generation/radiation_slope_surface.m: -------------------------------------------------------------------------------- 1 | function [s_radiation] = radiation_slope_surface (day, time, G_horizontal_radiation, solar_zenith) 2 | 3 | if G_horizontal_radiation == 0 || solar_zenith < 0 4 | s_radiation=0; 5 | else 6 | 7 | %-----------------------initial parameters for the specific project-------- 8 | longitude = 33.9009; 9 | latitude = 35.4811; 10 | timezone_index = 2; 11 | tilt_angle = latitude; 12 | surface_azim = 0; 13 | ground_reflectance = 0.6; 14 | 15 | %-----------------------incidence angle calculation------------------------ 16 | %calculating solar time 17 | longit_zone=15*timezone_index; 18 | b=(day-1)*(360/365); 19 | %equation of time 20 | e=229.2*(0.000075+0.001868*cosd(b)-0.032077*sind(b)-0.014615*cosd(2*b)-0.04089*sind(2*b)); 21 | %solar time 22 | t_solar=time+(4*(longitude-longit_zone)+e)/60; 23 | 24 | %declination angle 25 | delta=(23.45*sind((360*(284+day)/365))); 26 | 27 | %solar azimuthal angle 28 | if t_solar >= 12 29 | sign = 1; 30 | else 31 | sign = -1; 32 | end 33 | solar_azimuth=sign*abs(acosd((cosd(solar_zenith)*sind(latitude)-sind(delta))/(sind(solar_zenith)*cosd(latitude)))); 34 | 35 | %incidence angle 36 | theta = cosd(solar_zenith) * cosd(tilt_angle) + sind(solar_zenith) * sind(tilt_angle) * cosd(solar_azimuth - surface_azim); 37 | 38 | %-----------------------calculating radiation on a sloped surface---------- 39 | 40 | %Calculating solar radiation (G0) 41 | Gsc = 1367; 42 | solar_radiation = Gsc*(1.000110+0.034221*cosd(b)+0.001280*sind(b)+0.000719*cosd(2*b)+0.000077*sind(2*b)); 43 | 44 | 45 | %Calculating clearness index Kt 46 | clearness_index = G_horizontal_radiation/(solar_radiation*cosd(solar_zenith)); 47 | 48 | %calculating fraction of hourly diffuse radiation Ro_d 49 | if clearness_index<=0.35 50 | Ro_d = 1-0.249*clearness_index; 51 | elseif clearness_index>0.75 52 | Ro_d = 0.177; 53 | else 54 | Ro_d = 1.557-1.84*clearness_index; 55 | end 56 | 57 | %Calculating diffuse radiation Gd 58 | diffuse_radiation = Ro_d*G_horizontal_radiation; 59 | 60 | %Calculating Gbh 61 | beam_radiation = (1-Ro_d)*G_horizontal_radiation; 62 | 63 | %Calculating beam radiation (HDKR method) 64 | Rb = cosd(theta)/cosd(solar_zenith); 65 | Ai = beam_radiation/(solar_radiation*cosd(solar_zenith)); 66 | beam_radiation_HDKR = (beam_radiation + (diffuse_radiation*Ai))*Rb; 67 | 68 | %Calculating diffuse radiation (HDKR method) 69 | f = sqrt(beam_radiation/G_horizontal_radiation); 70 | diffuse_radiation_HDKR = diffuse_radiation*(1-Ai)*((1+cosd(tilt_angle))/2)*(1+(f*(sind(tilt_angle/2))^3)); 71 | 72 | %Calculating diffuse radiation reflected from ground 73 | diffuse_radiation_reflected = G_horizontal_radiation*ground_reflectance*((1-cosd(tilt_angle))/2); 74 | 75 | %-----------------------output value--------------------------------------- 76 | s_radiation = beam_radiation_HDKR + diffuse_radiation_HDKR + diffuse_radiation_reflected; 77 | end 78 | end 79 | -------------------------------------------------------------------------------- /Code/Algorithm/Script Version/Sensitivity_Analysis_for_Battery-Diesel_Trade-off.m: -------------------------------------------------------------------------------- 1 | %% 2 | % Clear the console and workspace 3 | 4 | close all; 5 | clear all; 6 | clc; 7 | %% 8 | % *Import the following data:* 9 | %% 10 | % * Load Data (House in Paris) 11 | % * EDL Data (Boolean representing EDL On/Off) 12 | % * Solar Irradiance data 13 | 14 | irradiance=importdata('Data/solar_irradiance.csv',',')*1e-3; % NADIM DATA 15 | E_load=importdata('Data/Load.csv',',')*1e-3; 16 | Temperature=importdata("Data/Temperature.csv",","); 17 | Temperature=reshape(Temperature,[366,24]); 18 | EDL=importdata('Data/EDL.csv',','); 19 | %% 20 | % Compute the power generated by PV using the following formula: 21 | % 22 | % E (PV, DC) = Irradiance * Area * efficiency of panels 23 | % 24 | % where: 25 | %% 26 | % * Area = 24 m^2 27 | % * Efficiency = 22% 28 | % * a= 0.5% 29 | 30 | A=24; % Area of the panels is 12 square meters 31 | eff_pv_panel= 0.22; % efficiency of panels is 12% 32 | E_pv_dc=irradiance.*A.*eff_pv_panel; 33 | NOCT=45; 34 | a=0.5*1e-2; 35 | T_cell=Temperature+(45-20)/0.8*1; 36 | E_pv_dc=(1-a*(T_cell-25)).*E_pv_dc; 37 | %% 38 | % *Conversion efficiencies:* 39 | %% 40 | % * PV inverter efficiency = 97% 41 | % * Battery inverter efficiency = 94% 42 | % * Battery charging efficiency = 90% 43 | % * Battery discharging efficiency = 90% 44 | 45 | eff_pv_inverter=0.97;%input(pv_inv_eff)/100; 46 | eff_bat_inverter=0.94;%input(bat_inv_eff)/100; 47 | Bat_eff_charging=0.9; % Efficieny of the Battery at Charging 48 | Bat_eff_discharging=0.9; % Efficieny of the Battery at Disharging 49 | %% 50 | % *Battery Sizing and Characteristics:* 51 | %% 52 | % * Nominal Voltage = 12 V 53 | % * Nominal Capacity = 2000Ah 54 | 55 | diesel_array=[]; 56 | battery_array=0:10:8000; 57 | for E_bat_nominal_Ah=battery_array 58 | V_bat_nominal=12; 59 | %E_bat_nominal_Ah=2000; 60 | %% 61 | % Battery Nominal Capacity (KWh) = Nominal Capacity (Ah) * Nominal Voltage * 62 | % 1e-3 63 | 64 | E_bat_nominal_kWh=E_bat_nominal_Ah*V_bat_nominal*1e-3; % nominal battery capacity in kWh 65 | %% 66 | % *Charging Times of the battery:* 67 | %% 68 | % * minimum charging time = 5 h 69 | % * minimum discharging time = 5 h 70 | 71 | %min_charging_time='Nominal time takes to fully charge the battery (hours):'; 72 | t_charging_min=5;%input(min_charging_time); 73 | %min_discharging_time='Nominal time takes to fully discharge the battery (hours):'; 74 | t_discharging_min=5;%input(min_discharging_time); 75 | %% 76 | % Maximum Power of Battery = Nominal Capacity (KWh) / minimum charging time 77 | 78 | Max_power_bat=E_bat_nominal_kWh/t_charging_min; % Maximum power of the battery 79 | %% 80 | % *Set the State of Charge limits:* 81 | %% 82 | % * Maximum State of Charge = 90% 83 | % * Minimum State of Charge = 30% 84 | 85 | %min_SOC='Battery minimum state of charge (%):'; 86 | SOC_min=0.3;%input(min_SOC)/100; 87 | SOC_max=0.9; % Maximum State of Charge 88 | %% 89 | % *Battery Parameters:* 90 | %% 91 | % * Self-Discharging Factor = 0.000035 92 | % * Aging Coefficient = 3e-4 93 | % * State of Health = 0 94 | 95 | a=0.000035;%input(self_discharging_factor); 96 | Z_age_coeff=3e-4 ; % Battery ageing coefficient 97 | SOHmin=0; % Minimum State of Health of the Battery 98 | %% 99 | % Time Step = 1 hour 100 | 101 | delta_t=1; % Time interval is 1 hour........Hence, Power is numerically equal to Energy 102 | %% 103 | % PV Power (AC) = PV Power (DC) * PV inverter efficiency 104 | 105 | E_pv_ac=eff_pv_inverter.*E_pv_dc; % energy from PV at AC bus 106 | %% 107 | % *Initial Battery Conditions:* 108 | %% 109 | % * No Energy Transferred to/from Battery 110 | % * SOC = 50% 111 | % * Nominal Battery Capacity in KWh 112 | % * Maximum Charging Rate = Energy Capacity / Minimum Charging Time 113 | % * Maximum Discharging Rate = Energy Capacity / Minimum Discharging Time 114 | 115 | E_battery_DC(1,1)=0; % energy transfer to or from the battery at the beginning (at 0000h on 1st January) 116 | SOC(1,1)=0.5; 117 | E_bat_present_kWh(1,1)=E_bat_nominal_kWh*SOC(1,1); 118 | E_bat_present_Ah(1,1)=E_bat_present_kWh(1,1)/(V_bat_nominal*1e-3); 119 | charging_rate_max=E_bat_nominal_kWh/t_charging_min; 120 | % maximum charging current (A) 121 | discharging_rate_max=E_bat_nominal_kWh/t_discharging_min; 122 | % maximum discharging current (A) 123 | %% 124 | % * Maximum energy input to battery (DC) = Nominal Voltage * Maximum Charging 125 | % Rate 126 | % * Maximum energy output from battery (DC) = Nominal Voltage * Maximum Discharging 127 | % Rate 128 | 129 | if (E_bat_present_kWh(1,1)*(SOC(1,1)-SOC_min)>discharging_rate_max) 130 | E_batDC_Usable_kWh_discharge_hourly_max(1,1)=discharging_rate_max; 131 | else 132 | E_batDC_Usable_kWh_discharge_hourly_max(1,1)=E_bat_present_kWh(1,1)*(SOC(1,1)-SOC_min); % maximum energy output from the battery in DC side per hour 133 | end 134 | if (E_bat_present_kWh(1,1)*(SOC_max-SOC(1,1))>charging_rate_max) 135 | E_batDC_Usable_kWh_charge_hourly_max(1,1)=charging_rate_max; 136 | else 137 | E_batDC_Usable_kWh_charge_hourly_max(1,1)=E_bat_present_kWh(1,1)*(SOC_max-SOC(1,1)); % maximum energy input to the battery in DC side per hour 138 | end 139 | 140 | %% 141 | % No initial capacity loss in the battery 142 | % 143 | % Hence, initial cumulative capacity loss = 0 144 | 145 | Delta_E_bat(1,1)=0; % Intial Cumilative battery capacity loss 146 | %% 147 | % Assume the load is fully supplied by the grid at the beginning 148 | 149 | E_grid=zeros(366,24); 150 | E_grid(1,1)=E_load(1,1); % for plotting purposes 151 | %% 152 | % Contribution of Battery in DC and AC 153 | 154 | E_battery_DC=zeros(366,24); 155 | E_battery_AC=zeros(366,24); 156 | %% 157 | % Create a variable to track the amount of load power met by PV 158 | 159 | E_pv_total=zeros(366,24); 160 | %% 161 | % Create a variable to track the amount of load power met by PV 162 | 163 | E_pv_supplied=zeros(366,24); 164 | %% 165 | % Create a variable to track the amount of load power met by battery 166 | 167 | E_battery_supplied=zeros(366,24); 168 | %% 169 | % Create a variable to track the amount of load power met by the grid 170 | 171 | E_grid_supplied=zeros(366,24); 172 | %% 173 | % 174 | 175 | % ........... Energy flow simulation for a year.................................................... 176 | for day=1:366 177 | 178 | for t=1:24 179 | 180 | %% 181 | % If the grid is OFF, power supplied by the grid is surely 0. 182 | 183 | if EDL(day,t)==0 184 | E_grid(day,t)=0; 185 | E_grid_supplied(day,t)=0; % the difference between E_grid and E_grid_supplied is that the latter only focuses on the power supplied to the LOAD, while the former also includes batery charging 186 | 187 | %% 188 | % If the load can be met entirely by PV: 189 | %% 190 | % # Power supplied to load by PV = Power demanded by load 191 | % # If battery is not fully charged: charge as much as possible 192 | % # If battery charged: No battery charge/discharge 193 | %% 194 | % In this case, *PV and load powers appear. Battery charging may take place 195 | % if not fully charged.* 196 | 197 | if E_pv_ac(day,t) >= E_load(day,t) 198 | if SOC(day,t)< SOC_max %battery not fully charged 199 | if (E_pv_ac(day,t)-E_load(day,t))<(E_batDC_Usable_kWh_charge_hourly_max(day,t)/eff_bat_inverter) % not enough power to fully charge the battery 200 | E_battery_AC(day,t)=(E_pv_ac(day,t)-E_load(day,t)); % battery charging 201 | E_battery_DC(day,t)=E_battery_AC(day,t)*eff_bat_inverter; 202 | else% (E_pv_ac(day,t)-E_load(day,t))>=(E_batDC_Usable_kWh_charge_hourly_max(day,t)/eff_bat_inverter); <=> % enough power to fully charge the battery 203 | E_battery_DC(day,t)=E_batDC_Usable_kWh_charge_hourly_max(day,t); % battery charging 204 | E_battery_AC(day,t)=E_battery_DC(day,t)/eff_bat_inverter; 205 | end 206 | else %SOC(day,t)=SOC_max; % battery is fully charged 207 | E_battery_DC(day,t)=0; 208 | E_battery_AC(day,t)=E_battery_DC(day,t)/eff_bat_inverter; 209 | end 210 | E_diesel(day,t)=0; % diesel generators are not used 211 | E_pv_supplied(day,t)=E_load(day,t); % load power met by PV 212 | E_battery_supplied(day,t)=0; % battery is supplying no power to load 213 | 214 | %% 215 | % If load can NOT be met entirely by PV: 216 | %% 217 | % # If the battery is not at the minimum discharge level, have batteries supply 218 | % as much power to load as possible, and use diesel if needed. 219 | % # If the battery is at the minimum discharge level, use diesel to supply the 220 | % remaining load demand, which was unmet by PV 221 | %% 222 | % In this case, *PV, load & battery and/or diesel appear.* 223 | 224 | else %E_pv_ac(day,t) <= E_load(day,t); % if the load cannot be fully met by PV 225 | if SOC(day,t)>SOC_min % if the battery is not fully discharged 226 | if (E_load(day,t)-E_pv_ac(day,t))<(E_batDC_Usable_kWh_discharge_hourly_max(day,t)*eff_bat_inverter) % if the remaining load can be met by the remaining power in battery 227 | E_battery_AC(day,t)=-(E_load(day,t)-E_pv_ac(day,t)); % battery discharging 228 | E_battery_DC(day,t)=E_battery_AC(day,t)/eff_bat_inverter; 229 | E_diesel(day,t)=0; 230 | else %(E_load(day,t)-E_pv_ac(day,t))>=(E_batDC_Usable_kWh_discharge_hourly_max(day,t)*eff_bat_inverter); % if the remaining load can NOT be met by the remaining power in battery 231 | E_battery_DC(day,t)=-E_batDC_Usable_kWh_discharge_hourly_max(day,t); % battery discharging 232 | E_battery_AC(day,t)=E_battery_DC(day,t)*eff_bat_inverter; 233 | E_diesel(day,t)=E_load(day,t)-E_pv_ac(day,t)+E_battery_AC(day,t); % Energy from diesel after fully discharing the battery 234 | end 235 | else %SOC(day,t)=SOC_min; % if battery is at the minimum discharge level, use diesel to support PV 236 | E_battery_DC(day,t)=0; 237 | E_battery_AC(day,t)=eff_bat_inverter*E_battery_DC(day,t); 238 | E_diesel(day,t)=E_load(day,t)-E_pv_ac(day,t); 239 | 240 | end 241 | E_pv_supplied(day,t)=E_pv_ac(day,t); % load power met partially by PV, this power is equal to the total available PV power 242 | E_battery_supplied(day,t)=-E_battery_AC(day,t); % battery could be supplying power to the load if the discharged value is strictly less than zero 243 | end 244 | 245 | %% 246 | % If the grid is ON, there is NO need for diesel generator support. 247 | 248 | else %EDL(day,t)==1 249 | E_diesel(day,t)=0; 250 | 251 | %% 252 | % Since the grid is ON, the grid comes second in priority after PV. 253 | %% 254 | % # If the power supplied by PV is sufficient to meet the load demand, all load 255 | % power is met by PV. 256 | % # If the power supplied by PV is insufficient to meet the load demand, the 257 | % grid supplies the defficiency. 258 | %% 259 | % In this case, *PV and load powers appear. Grid, if needed, can also appear. 260 | % Batteries appear in charging mode only.* 261 | 262 | if E_pv_ac(day,t) > E_load(day,t) % pv enough to fully meet load demand 263 | E_pv_supplied(day,t)=E_load(day,t); % load completely met by PV 264 | else %E_pv_ac(day,t) < E_load(day,t) % if PV power sufficient, use only PV. Else, use grid to support PV. 265 | E_grid(day,t)=E_load(day,t)-E_pv_ac(day,t); 266 | E_grid_supplied(day,t)=E_load(day,t)-E_pv_ac(day,t); 267 | E_pv_supplied(day,t)=E_pv_ac(day,t); 268 | end 269 | %% 270 | % This means that batteries will NOT be used to meet the load demand in this 271 | % case. As a result, batteries will only CHARGE during this case. 272 | 273 | E_battery_supplied(day,t)=0; 274 | %% 275 | % # If the battery is fully charged, no charging or discharging takes place. 276 | % # If the battery is NOT fully charged, charge it as much as possible from 277 | % PV and use the grid to charge the remaining amount. 278 | 279 | if SOC(day,t)< SOC_max %if the battery is not fully charged 280 | if (E_pv_ac(day,t)-E_load(day,t))>=(E_batDC_Usable_kWh_charge_hourly_max(day,t)/eff_bat_inverter) %PV power is sufficient to entirely charge battery on its own 281 | E_battery_DC(day,t)=E_batDC_Usable_kWh_charge_hourly_max(day,t); % battery charging 282 | E_battery_AC(day,t)=E_battery_DC(day,t)/eff_bat_inverter; 283 | else % (E_pv_ac(day,t)-E_load(day,t))<(E_batDC_Usable_kWh_charge_hourly_max(day,t)/eff_bat_inverter) %if PV can Not charge on its own the battery, use grid to charge remaining 284 | %E_battery_AC(day,t)=(E_pv_ac(day,t)-E_load(day,t)); % battery charging 285 | %E_battery_DC(day,t)=E_battery_AC(day,t)*eff_bat_inverter; 286 | E_battery_DC(day,t)=E_batDC_Usable_kWh_charge_hourly_max(day,t); % battery charging 287 | E_battery_AC(day,t)=E_battery_DC(day,t)/eff_bat_inverter; 288 | E_grid(day,t)=E_grid(day,t)+E_batDC_Usable_kWh_charge_hourly_max(day,t)/eff_bat_inverter; 289 | 290 | end 291 | else %SOC(day,t)=SOC_max; %battery fully charged, no charging occurs 292 | E_battery_DC(day,t)=0; 293 | E_battery_AC(day,t)=E_battery_DC(day,t)/eff_bat_inverter; 294 | end 295 | end 296 | %% 297 | % *Battery State of Charge Update:* 298 | 299 | %------------------------------------ State of Charge(SOC) ----------------------------------------------------------------------------------- 300 | if E_battery_DC(day,t)< 0 301 | SOC(day,t+1)= (SOC(day,t))-(abs(E_battery_DC(day,t))/(E_bat_nominal_kWh)); % battery discharging 302 | else 303 | SOC(day,t+1)= (SOC(day,t))+((abs(E_battery_DC(day,t)))/E_bat_nominal_kWh); % battery charging 304 | end 305 | E_bat_present_kWh(day,t+1)=E_bat_nominal_kWh*SOC(day,t+1) ;%Present Battery capacity 306 | E_bat_present_Ah(day,t+1)=(E_bat_present_kWh(day,t+1)/V_bat_nominal)*1e3; 307 | %----------------- Present Maximum Charging/Discharging rates--------------------------------------------------------------------- 308 | %harging_rate_max(day,t+1)=E_bat_present_Ah(day,t+1)/t_charging_min; 309 | %discharging_rate_max(day,t+1)=E_bat_present_Ah(day,t+1)/t_discharging_min; 310 | if (E_bat_present_kWh(day,t+1)*(SOC(day,t+1)-SOC_min)>discharging_rate_max) 311 | E_batDC_Usable_kWh_discharge_hourly_max(day,t+1)=discharging_rate_max; 312 | else 313 | E_batDC_Usable_kWh_discharge_hourly_max(day,t+1)=E_bat_present_kWh(day,t+1)*(SOC(day,t+1)-SOC_min); % maximum energy output from the battery in DC side per hour 314 | end 315 | if (E_bat_present_kWh(day,t+1)*(SOC_max-SOC(day,t+1))>charging_rate_max) 316 | E_batDC_Usable_kWh_charge_hourly_max(day,t+1)=charging_rate_max; 317 | else 318 | E_batDC_Usable_kWh_charge_hourly_max(day,t+1)=E_bat_present_kWh(day,t+1)*(SOC_max-SOC(day,t+1)); % maximum energy input to the battery in DC side per hour 319 | end 320 | 321 | %----------------- Present stored Energy of the battery--------------------------------------------------------------------- 322 | Energy_bat(day,t+1)=E_bat_present_kWh(day,t+1); 323 | end 324 | E_bat_present_kWh(day+1,1)=E_bat_present_kWh(day,25); 325 | E_batDC_Usable_kWh_charge_hourly_max(day+1,1)=E_batDC_Usable_kWh_charge_hourly_max(day,25); 326 | E_batDC_Usable_kWh_discharge_hourly_max(day+1,1)=E_batDC_Usable_kWh_discharge_hourly_max(day,25); 327 | SOC(day+1,1)=SOC(day,25); 328 | Energy_bat(day+1,1)=Energy_bat(day,25); 329 | end 330 | %% 331 | % Fix the State of Charge to a percentage 332 | 333 | SOC_percentage=SOC(1:366,1:24).*100; % SOC as a percentage 334 | %% 335 | % Change arrays to 1D for plotting 336 | 337 | 338 | % convert 2D data array to 1D array with number of elements 8784 for plotting 339 | E_pv_ac_year=E_pv_ac(1,:); 340 | E_load_year=E_load(1,:); 341 | E_grid_year=E_grid(1,:); 342 | E_diesel_year=E_diesel(1,:); 343 | E_battery_year=E_battery_DC(1,:); 344 | SOC_year=SOC_percentage(1,:); 345 | Energy_bat_year=Energy_bat(1,1:24); 346 | for i=2:366 347 | E_pv_ac_year=cat(2,E_pv_ac_year,E_pv_ac(i,:)); 348 | E_load_year=cat(2,E_load_year,E_load(i,:)); 349 | E_grid_year=cat(2,E_grid_year,E_grid(i,:)); 350 | E_diesel_year=cat(2,E_diesel_year,E_diesel(i,:)); 351 | E_battery_year=cat(2,E_battery_year,E_battery_DC(i,:)); 352 | SOC_year=cat(2,SOC_year,SOC_percentage(i,:)); 353 | Energy_bat_year=cat(2,Energy_bat_year,Energy_bat(i,1:24)); 354 | end 355 | %% 356 | % The remaining part is used to find the contribution of each source to the 357 | % *LOAD* demand. 358 | % 359 | % The arrays are changed to 1 D for ease of use. 360 | 361 | E_pv_supplied_year=E_pv_supplied(1,:); 362 | E_grid_supplied_year=E_grid_supplied(1,:); 363 | E_battery_supplied_year=E_battery_supplied(1,:); 364 | for i=2:366 365 | E_pv_supplied_year=cat(2,E_pv_supplied_year,E_pv_supplied(i,:)); 366 | E_grid_supplied_year=cat(2,E_grid_supplied_year,E_grid_supplied(i,:)); 367 | E_battery_supplied_year=cat(2,E_battery_supplied_year,E_battery_supplied(i,:)); 368 | end 369 | %% 370 | % Note that the diesel is only used to meet the load demand. It is NOT used 371 | % to charge the batteries. 372 | % 373 | % Create variables of similar names for diesel and load for ease of use. 374 | 375 | E_diesel_supplied_year=E_diesel_year; 376 | E_load_demanded_year=E_load_year; 377 | %% 378 | % *Find the share of every source over the entire year:* 379 | 380 | total_pv=sum(E_pv_supplied_year); 381 | total_battery=sum(E_battery_supplied_year); 382 | total_diesel=sum(E_diesel_year); 383 | total_grid=sum(E_grid_supplied_year); 384 | total_pv+total_battery+total_diesel+total_grid; 385 | total_load_demand=sum(E_load_demanded_year); 386 | percentage_pv=total_pv/total_load_demand*100; 387 | percentage_battery=total_battery/total_load_demand*100; 388 | percentage_diesel=total_diesel/total_load_demand*100; 389 | percentage_grid=total_grid/total_load_demand*100; 390 | %display(percentage_diesel); 391 | diesel_array=[diesel_array,percentage_diesel]; 392 | 393 | end 394 | plot(battery_array,diesel_array) 395 | 396 | title('Diesel contribution with Battery Size') 397 | xlabel('Battery Size (Ah)') 398 | ylabel('% Diesel Contribution') -------------------------------------------------------------------------------- /Code/Algorithm/Script Version/EMS_Algorithm.m: -------------------------------------------------------------------------------- 1 | %% 2 | % Clear the console and workspace 3 | 4 | close all; 5 | clear all; 6 | clc; 7 | %% 8 | % *Import the following data:* 9 | %% 10 | % * Load Data (House in Paris) 11 | % * EDL Data (Boolean representing EDL On/Off) 12 | % * Solar Irradiance data 13 | 14 | irradiance=importdata('Data/solar_irradiance.csv',',')*1e-3; % NADIM DATA 15 | E_load=importdata('Data/Load.csv',',')*1e-3; 16 | Temperature=importdata("Data/Temperature.csv",","); 17 | Temperature=reshape(Temperature,[366,24]); 18 | EDL=importdata('Data/EDL.csv',','); 19 | %% 20 | % Compute the power generated by PV using the following formula: 21 | % 22 | % E (PV, DC) = Irradiance * Area * efficiency of panels 23 | % 24 | % where: 25 | %% 26 | % * Area = 24 m^2 27 | % * Efficiency = 22% 28 | % * a= 0.5% 29 | 30 | A=24; % Area of the panels is 12 square meters 31 | eff_pv_panel= 0.22; % efficiency of panels is 12% 32 | E_pv_dc=irradiance.*A.*eff_pv_panel; 33 | NOCT=45; 34 | a=0.5*1e-2; 35 | T_cell=Temperature+(45-20)/0.8*1; 36 | E_pv_dc=(1-a*(T_cell-25)).*E_pv_dc; 37 | %% 38 | % *Conversion efficiencies:* 39 | %% 40 | % * PV inverter efficiency = 97% 41 | % * Battery inverter efficiency = 94% 42 | % * Battery charging efficiency = 90% 43 | % * Battery discharging efficiency = 90% 44 | 45 | eff_pv_inverter=0.97;%input(pv_inv_eff)/100; 46 | eff_bat_inverter=0.94;%input(bat_inv_eff)/100; 47 | Bat_eff_charging=0.9; % Efficieny of the Battery at Charging 48 | Bat_eff_discharging=0.9; % Efficieny of the Battery at Disharging 49 | %% 50 | % *Battery Sizing and Characteristics:* 51 | %% 52 | % * Nominal Voltage = 12 V 53 | % * Nominal Capacity = 2000Ah 54 | 55 | V_bat_nominal=12; 56 | E_bat_nominal_Ah=2000; 57 | %% 58 | % Battery Nominal Capacity (KWh) = Nominal Capacity (Ah) * Nominal Voltage * 59 | % 1e-3 60 | 61 | E_bat_nominal_kWh=E_bat_nominal_Ah*V_bat_nominal*1e-3; % nominal battery capacity in kWh 62 | %% 63 | % *Charging Times of the battery:* 64 | %% 65 | % * minimum charging time = 5 h 66 | % * minimum discharging time = 5 h 67 | 68 | %min_charging_time='Nominal time takes to fully charge the battery (hours):'; 69 | t_charging_min=5;%input(min_charging_time); 70 | %min_discharging_time='Nominal time takes to fully discharge the battery (hours):'; 71 | t_discharging_min=5;%input(min_discharging_time); 72 | %% 73 | % Maximum Power of Battery = Nominal Capacity (KWh) / minimum charging time 74 | 75 | Max_power_bat=E_bat_nominal_kWh/t_charging_min; % Maximum power of the battery 76 | %% 77 | % *Set the State of Charge limits:* 78 | %% 79 | % * Maximum State of Charge = 90% 80 | % * Minimum State of Charge = 30% 81 | 82 | %min_SOC='Battery minimum state of charge (%):'; 83 | SOC_min=0.3;%input(min_SOC)/100; 84 | SOC_max=0.9; % Maximum State of Charge 85 | %% 86 | % *Battery Parameters:* 87 | %% 88 | % * Self-Discharging Factor = 0.000035 89 | % * Aging Coefficient = 3e-4 90 | % * State of Health = 0 91 | 92 | a=0.000035;%input(self_discharging_factor); 93 | Z_age_coeff=3e-4 ; % Battery ageing coefficient 94 | SOHmin=0; % Minimum State of Health of the Battery 95 | %% 96 | % Time Step = 1 hour 97 | 98 | delta_t=1; % Time interval is 1 hour........Hence, Power is numerically equal to Energy 99 | %% 100 | % PV Power (AC) = PV Power (DC) * PV inverter efficiency 101 | 102 | E_pv_ac=eff_pv_inverter.*E_pv_dc; % energy from PV at AC bus 103 | %% 104 | % *Initial Battery Conditions:* 105 | %% 106 | % * No Energy Transferred to/from Battery 107 | % * SOC = 50% 108 | % * Nominal Battery Capacity in KWh 109 | % * Maximum Charging Rate = Energy Capacity / Minimum Charging Time 110 | % * Maximum Discharging Rate = Energy Capacity / Minimum Discharging Time 111 | 112 | E_battery_DC(1,1)=0; % energy transfer to or from the battery at the beginning (at 0000h on 1st January) 113 | SOC(1,1)=0.5; 114 | E_bat_present_kWh(1,1)=E_bat_nominal_kWh*SOC(1,1); 115 | E_bat_present_Ah(1,1)=E_bat_present_kWh(1,1)/(V_bat_nominal*1e-3); 116 | charging_rate_max=E_bat_nominal_kWh/t_charging_min; 117 | % maximum charging current (A) 118 | discharging_rate_max=E_bat_nominal_kWh/t_discharging_min; 119 | % maximum discharging current (A) 120 | %% 121 | % * Maximum energy input to battery (DC) = Nominal Voltage * Maximum Charging 122 | % Rate 123 | % * Maximum energy output from battery (DC) = Nominal Voltage * Maximum Discharging 124 | % Rate 125 | 126 | if (E_bat_present_kWh(1,1)*(SOC(1,1)-SOC_min)>discharging_rate_max) 127 | E_batDC_Usable_kWh_discharge_hourly_max(1,1)=discharging_rate_max; 128 | else 129 | E_batDC_Usable_kWh_discharge_hourly_max(1,1)=E_bat_present_kWh(1,1)*(SOC(1,1)-SOC_min); % maximum energy output from the battery in DC side per hour 130 | end 131 | if (E_bat_present_kWh(1,1)*(SOC_max-SOC(1,1))>charging_rate_max) 132 | E_batDC_Usable_kWh_charge_hourly_max(1,1)=charging_rate_max; 133 | else 134 | E_batDC_Usable_kWh_charge_hourly_max(1,1)=E_bat_present_kWh(1,1)*(SOC_max-SOC(1,1)); % maximum energy input to the battery in DC side per hour 135 | end 136 | 137 | %% 138 | % No initial capacity loss in the battery 139 | % 140 | % Hence, initial cumulative capacity loss = 0 141 | 142 | Delta_E_bat(1,1)=0; % Intial Cumilative battery capacity loss 143 | %% 144 | % Assume the load is fully supplied by the grid at the beginning 145 | 146 | E_grid=zeros(366,24); 147 | E_grid(1,1)=E_load(1,1); % for plotting purposes 148 | %% 149 | % Contribution of Battery in DC and AC 150 | 151 | E_battery_DC=zeros(366,24); 152 | E_battery_AC=zeros(366,24); 153 | %% 154 | % Create a variable to track the amount of load power met by PV 155 | 156 | E_pv_total=zeros(366,24); 157 | %% 158 | % Create a variable to track the amount of load power met by PV 159 | 160 | E_pv_supplied=zeros(366,24); 161 | %% 162 | % Create a variable to track the amount of load power met by battery 163 | 164 | E_battery_supplied=zeros(366,24); 165 | %% 166 | % Create a variable to track the amount of load power met by the grid 167 | 168 | E_grid_supplied=zeros(366,24); 169 | %% 170 | % 171 | 172 | % ........... Energy flow simulation for a year.................................................... 173 | for day=1:366 174 | 175 | for t=1:24 176 | 177 | %% 178 | % If the grid is OFF, power supplied by the grid is surely 0. 179 | 180 | if EDL(day,t)==0 181 | E_grid(day,t)=0; 182 | E_grid_supplied(day,t)=0; % the difference between E_grid and E_grid_supplied is that the latter only focuses on the power supplied to the LOAD, while the former also includes batery charging 183 | 184 | %% 185 | % If the load can be met entirely by PV: 186 | %% 187 | % # Power supplied to load by PV = Power demanded by load 188 | % # If battery is not fully charged: charge as much as possible 189 | % # If battery charged: No battery charge/discharge 190 | %% 191 | % The total power supplied by PV is the load power and the power needed to charge 192 | % the battery. 193 | % 194 | % In this case, *PV and load powers appear. Battery charging may take place 195 | % if not fully charged.* 196 | 197 | if E_pv_ac(day,t) >= E_load(day,t) 198 | if SOC(day,t)< SOC_max %battery not fully charged 199 | if (E_pv_ac(day,t)-E_load(day,t))<(E_batDC_Usable_kWh_charge_hourly_max(day,t)/eff_bat_inverter) % not enough power to fully charge the battery 200 | E_battery_AC(day,t)=(E_pv_ac(day,t)-E_load(day,t)); % battery charging 201 | E_battery_DC(day,t)=E_battery_AC(day,t)*eff_bat_inverter; 202 | else% (E_pv_ac(day,t)-E_load(day,t))>=(E_batDC_Usable_kWh_charge_hourly_max(day,t)/eff_bat_inverter); <=> % enough power to fully charge the battery 203 | E_battery_DC(day,t)=E_batDC_Usable_kWh_charge_hourly_max(day,t); % battery charging 204 | E_battery_AC(day,t)=E_battery_DC(day,t)/eff_bat_inverter; 205 | end 206 | else %SOC(day,t)=SOC_max; % battery is fully charged 207 | E_battery_DC(day,t)=0; 208 | E_battery_AC(day,t)=E_battery_DC(day,t)/eff_bat_inverter; 209 | end 210 | E_diesel(day,t)=0; % diesel generators are not used 211 | E_pv_supplied(day,t)=E_load(day,t); % load power met by PV 212 | E_battery_supplied(day,t)=0; % battery is supplying no power to load 213 | E_pv_total(day,t)=E_pv_supplied(day,t)+E_battery_DC(day,t); 214 | 215 | %% 216 | % If load can NOT be met entirely by PV: 217 | %% 218 | % # If the battery is not at the minimum discharge level, have batteries supply 219 | % as much power to load as possible, and use diesel if needed. 220 | % # If the battery is at the minimum discharge level, use diesel to supply the 221 | % remaining load demand, which was unmet by PV 222 | %% 223 | % In this case, *PV, load & battery and/or diesel appear.* 224 | 225 | else %E_pv_ac(day,t) <= E_load(day,t); % if the load cannot be fully met by PV 226 | if SOC(day,t)>SOC_min % if the battery is not fully discharged 227 | if (E_load(day,t)-E_pv_ac(day,t))<(E_batDC_Usable_kWh_discharge_hourly_max(day,t)*eff_bat_inverter) % if the remaining load can be met by the remaining power in battery 228 | E_battery_AC(day,t)=-(E_load(day,t)-E_pv_ac(day,t)); % battery discharging 229 | E_battery_DC(day,t)=E_battery_AC(day,t)/eff_bat_inverter; 230 | E_diesel(day,t)=0; 231 | else %(E_load(day,t)-E_pv_ac(day,t))>=(E_batDC_Usable_kWh_discharge_hourly_max(day,t)*eff_bat_inverter); % if the remaining load can NOT be met by the remaining power in battery 232 | E_battery_DC(day,t)=-E_batDC_Usable_kWh_discharge_hourly_max(day,t); % battery discharging 233 | E_battery_AC(day,t)=E_battery_DC(day,t)*eff_bat_inverter; 234 | E_diesel(day,t)=E_load(day,t)-E_pv_ac(day,t)+E_battery_AC(day,t); % Energy from diesel after fully discharing the battery 235 | end 236 | else %SOC(day,t)=SOC_min; % if battery is at the minimum discharge level, use diesel to support PV 237 | E_battery_DC(day,t)=0; 238 | E_battery_AC(day,t)=eff_bat_inverter*E_battery_DC(day,t); 239 | E_diesel(day,t)=E_load(day,t)-E_pv_ac(day,t); 240 | 241 | end 242 | E_pv_supplied(day,t)=E_pv_ac(day,t); % load power met partially by PV, this power is equal to the total available PV power 243 | E_battery_supplied(day,t)=-E_battery_AC(day,t); % battery could be supplying power to the load if the discharged value is strictly less than zero 244 | end 245 | 246 | %% 247 | % If the grid is ON, there is NO need for diesel generator support. 248 | 249 | else %EDL(day,t)==1 250 | E_diesel(day,t)=0; 251 | 252 | %% 253 | % Since the grid is ON, the grid comes second in priority after PV. 254 | %% 255 | % # If the power supplied by PV is sufficient to meet the load demand, all load 256 | % power is met by PV. 257 | % # If the power supplied by PV is insufficient to meet the load demand, the 258 | % grid supplies the defficiency. 259 | %% 260 | % In this case, *PV and load powers appear. Grid, if needed, can also appear. 261 | % Batteries appear in charging mode only.* 262 | 263 | if E_pv_ac(day,t) > E_load(day,t) % pv enough to fully meet load demand 264 | E_pv_supplied(day,t)=E_load(day,t); % load completely met by PV 265 | else %E_pv_ac(day,t) < E_load(day,t) % if PV power sufficient, use only PV. Else, use grid to support PV. 266 | E_grid(day,t)=E_load(day,t)-E_pv_ac(day,t); 267 | E_grid_supplied(day,t)=E_load(day,t)-E_pv_ac(day,t); 268 | E_pv_supplied(day,t)=E_pv_ac(day,t); 269 | end 270 | %% 271 | % This means that batteries will NOT be used to meet the load demand in this 272 | % case. As a result, batteries will only CHARGE during this case. 273 | 274 | E_battery_supplied(day,t)=0; 275 | %% 276 | % # If the battery is fully charged, no charging or discharging takes place. 277 | % # If the battery is NOT fully charged, charge it as much as possible from 278 | % PV and use the grid to charge the remaining amount. 279 | 280 | if SOC(day,t)< SOC_max %if the battery is not fully charged 281 | if (E_pv_ac(day,t)-E_load(day,t))>=(E_batDC_Usable_kWh_charge_hourly_max(day,t)/eff_bat_inverter) %PV power is sufficient to entirely charge battery on its own 282 | E_battery_DC(day,t)=E_batDC_Usable_kWh_charge_hourly_max(day,t); % battery charging 283 | E_battery_AC(day,t)=E_battery_DC(day,t)/eff_bat_inverter; 284 | else % (E_pv_ac(day,t)-E_load(day,t))<(E_batDC_Usable_kWh_charge_hourly_max(day,t)/eff_bat_inverter) %if PV can Not charge on its own the battery, use grid to charge remaining 285 | %E_battery_AC(day,t)=(E_pv_ac(day,t)-E_load(day,t)); % battery charging 286 | %E_battery_DC(day,t)=E_battery_AC(day,t)*eff_bat_inverter; 287 | E_battery_DC(day,t)=E_batDC_Usable_kWh_charge_hourly_max(day,t); % battery charging 288 | E_battery_AC(day,t)=E_battery_DC(day,t)/eff_bat_inverter; 289 | E_grid(day,t)=E_grid(day,t)+E_batDC_Usable_kWh_charge_hourly_max(day,t)/eff_bat_inverter; 290 | 291 | end 292 | else %SOC(day,t)=SOC_max; %battery fully charged, no charging occurs 293 | E_battery_DC(day,t)=0; 294 | E_battery_AC(day,t)=E_battery_DC(day,t)/eff_bat_inverter; 295 | end 296 | end 297 | %% 298 | % *Battery State of Charge Update:* 299 | 300 | %------------------------------------ State of Charge(SOC) ----------------------------------------------------------------------------------- 301 | if E_battery_DC(day,t)< 0 302 | SOC(day,t+1)= (SOC(day,t))-(abs(E_battery_DC(day,t))/(E_bat_nominal_kWh)); % battery discharging 303 | else 304 | SOC(day,t+1)= (SOC(day,t))+((abs(E_battery_DC(day,t)))/E_bat_nominal_kWh); % battery charging 305 | end 306 | E_bat_present_kWh(day,t+1)=E_bat_nominal_kWh*SOC(day,t+1) ;%Present Battery capacity 307 | E_bat_present_Ah(day,t+1)=(E_bat_present_kWh(day,t+1)/V_bat_nominal)*1e3; 308 | %----------------- Present Maximum Charging/Discharging rates--------------------------------------------------------------------- 309 | %harging_rate_max(day,t+1)=E_bat_present_Ah(day,t+1)/t_charging_min; 310 | %discharging_rate_max(day,t+1)=E_bat_present_Ah(day,t+1)/t_discharging_min; 311 | if (E_bat_present_kWh(day,t+1)*(SOC(day,t+1)-SOC_min)>discharging_rate_max) 312 | E_batDC_Usable_kWh_discharge_hourly_max(day,t+1)=discharging_rate_max; 313 | else 314 | E_batDC_Usable_kWh_discharge_hourly_max(day,t+1)=E_bat_present_kWh(day,t+1)*(SOC(day,t+1)-SOC_min); % maximum energy output from the battery in DC side per hour 315 | end 316 | if (E_bat_present_kWh(day,t+1)*(SOC_max-SOC(day,t+1))>charging_rate_max) 317 | E_batDC_Usable_kWh_charge_hourly_max(day,t+1)=charging_rate_max; 318 | else 319 | E_batDC_Usable_kWh_charge_hourly_max(day,t+1)=E_bat_present_kWh(day,t+1)*(SOC_max-SOC(day,t+1)); % maximum energy input to the battery in DC side per hour 320 | end 321 | 322 | %----------------- Present stored Energy of the battery--------------------------------------------------------------------- 323 | Energy_bat(day,t+1)=E_bat_present_kWh(day,t+1); 324 | end 325 | E_bat_present_kWh(day+1,1)=E_bat_present_kWh(day,25); 326 | E_batDC_Usable_kWh_charge_hourly_max(day+1,1)=E_batDC_Usable_kWh_charge_hourly_max(day,25); 327 | E_batDC_Usable_kWh_discharge_hourly_max(day+1,1)=E_batDC_Usable_kWh_discharge_hourly_max(day,25); 328 | SOC(day+1,1)=SOC(day,25); 329 | Energy_bat(day+1,1)=Energy_bat(day,25); 330 | end 331 | %% 332 | % Fix the State of Charge to a percentage 333 | 334 | SOC_percentage=SOC(1:366,1:24).*100; % SOC as a percentage 335 | %% 336 | % Change arrays to 1D for plotting 337 | 338 | 339 | % convert 2D data array to 1D array with number of elements 8784 for plotting 340 | E_pv_ac_year=E_pv_ac(1,:); 341 | E_load_year=E_load(1,:); 342 | E_grid_year=E_grid(1,:); 343 | E_diesel_year=E_diesel(1,:); 344 | E_battery_year=E_battery_DC(1,:); 345 | SOC_year=SOC_percentage(1,:); 346 | Energy_bat_year=Energy_bat(1,1:24); 347 | for i=2:366 348 | E_pv_ac_year=cat(2,E_pv_ac_year,E_pv_ac(i,:)); 349 | E_load_year=cat(2,E_load_year,E_load(i,:)); 350 | E_grid_year=cat(2,E_grid_year,E_grid(i,:)); 351 | E_diesel_year=cat(2,E_diesel_year,E_diesel(i,:)); 352 | E_battery_year=cat(2,E_battery_year,E_battery_DC(i,:)); 353 | SOC_year=cat(2,SOC_year,SOC_percentage(i,:)); 354 | Energy_bat_year=cat(2,Energy_bat_year,Energy_bat(i,1:24)); 355 | end 356 | %% 357 | % *Plot - Winter Day* 358 | 359 | 360 | % plot data from start_hour to end_hour 361 | start_hour=24*14; 362 | end_hour=24*15; 363 | plot((start_hour:end_hour)-start_hour,E_pv_ac_year(start_hour:end_hour),'b','linewidth',2.5); 364 | grid on; 365 | xlabel('Hour of the day(hr)','fontSize',11,'fontweight','bold'); 366 | ylabel('Power(kW)','fontSize',11,'fontweight','bold'); 367 | hold on; 368 | plot((start_hour:end_hour)-start_hour,E_load_year(start_hour:end_hour),'r','linewidth',2.5); 369 | hold on; 370 | plot((start_hour:end_hour)-start_hour,E_grid_year(start_hour:end_hour),'g','linewidth',2.5); 371 | hold on; 372 | plot((start_hour:end_hour)-start_hour,E_battery_year(start_hour:end_hour),'black','linewidth',2.5); 373 | hold on; 374 | plot((start_hour:end_hour)-start_hour,E_diesel_year(start_hour:end_hour),'yellow','linewidth',2.5); 375 | legend('E-pv','E-load','E-grid','E-battery-dc','E-diesel'); 376 | 377 | title('Energy Management System for a Winter Day') 378 | 379 | legend('Position',[0.2193,0.67629,0.20893,0.19286]) 380 | %% 381 | % *SOC Plot - Winter Day AW* 382 | 383 | figure; 384 | plot((start_hour:end_hour)-start_hour,SOC_year(start_hour:end_hour),'linewidth',2.5); 385 | grid on; 386 | xlabel('Hour of the day(hr)','fontSize',11,'fontweight','bold'); 387 | ylabel('State of Charge of the battery(%)','fontSize',11,'fontweight','bold'); 388 | title('State of Charge of the Battery during a Winter Day'); 389 | %% 390 | % *Plot - Summer Day* 391 | 392 | % plot data from start_hour to end_hour 393 | start_hour=24*221; 394 | end_hour=24*222; 395 | plot((start_hour:end_hour)-start_hour,E_pv_ac_year(start_hour:end_hour),'b','linewidth',2.5); 396 | grid on; 397 | xlabel('Hour of the day(hr)','fontSize',11,'fontweight','bold'); 398 | ylabel('Power(kW)','fontSize',11,'fontweight','bold'); 399 | hold on; 400 | plot((start_hour:end_hour)-start_hour,E_load_year(start_hour:end_hour),'r','linewidth',2.5); 401 | hold on; 402 | plot((start_hour:end_hour)-start_hour,E_grid_year(start_hour:end_hour),'g','linewidth',2.5); 403 | hold on; 404 | plot((start_hour:end_hour)-start_hour,E_battery_year(start_hour:end_hour),'black','linewidth',2.5); 405 | hold on; 406 | plot((start_hour:end_hour)-start_hour,E_diesel_year(start_hour:end_hour),'yellow','linewidth',2.5); 407 | legend('E-pv','E-load','E-grid','E-battery-dc','E-diesel'); 408 | 409 | title('Energy Management System for a Winter Day') 410 | 411 | xlim([0.0 25.0]) 412 | ylim([-5.00 5.00]) 413 | legend('Position',[0.4115,0.25551,0.20893,0.19286]) 414 | title('Energy Management System for a Summer Day') 415 | %% 416 | % *SOC Plot - Summer Day* 417 | 418 | figure; 419 | plot((start_hour:end_hour)-start_hour,SOC_year(start_hour:end_hour),'linewidth',2.5); 420 | grid on; 421 | xlabel('Hour of the day(hr)','fontSize',11,'fontweight','bold'); 422 | ylabel('State of Charge of the battery(%)','fontSize',11,'fontweight','bold'); 423 | title('State of Charge of the Battery during a Summer Day'); 424 | 425 | xlim([0.0 25.0]) 426 | ylim([25.0 100.0]) 427 | %% 428 | % The remaining part is used to find the contribution of each source to the 429 | % *LOAD* demand. 430 | % 431 | % The arrays are changed to 1 D for ease of use. 432 | 433 | E_pv_supplied_year=E_pv_supplied(1,:); 434 | E_grid_supplied_year=E_grid_supplied(1,:); 435 | E_battery_supplied_year=E_battery_supplied(1,:); 436 | for i=2:366 437 | E_pv_supplied_year=cat(2,E_pv_supplied_year,E_pv_supplied(i,:)); 438 | E_grid_supplied_year=cat(2,E_grid_supplied_year,E_grid_supplied(i,:)); 439 | E_battery_supplied_year=cat(2,E_battery_supplied_year,E_battery_supplied(i,:)); 440 | end 441 | %% 442 | % Note that the diesel is only used to meet the load demand. It is NOT used 443 | % to charge the batteries. 444 | % 445 | % Create variables of similar names for diesel and load for ease of use. 446 | 447 | E_diesel_supplied_year=E_diesel_year; 448 | E_load_demanded_year=E_load_year; 449 | %% 450 | % *Find the share of every source over the entire year:* 451 | 452 | total_pv=sum(E_pv_supplied_year); 453 | total_battery=sum(E_battery_supplied_year); 454 | total_diesel=sum(E_diesel_year); 455 | total_grid=sum(E_grid_supplied_year); 456 | total_load_demand=sum(E_load_demanded_year); 457 | percentage_pv=total_pv/total_load_demand*100; 458 | percentage_battery=total_battery/total_load_demand*100; 459 | percentage_diesel=total_diesel/total_load_demand*100; 460 | percentage_grid=total_grid/total_load_demand*100; 461 | pie([percentage_pv,percentage_battery,percentage_diesel,percentage_grid]); 462 | title('Contribution of each source to the load demand') 463 | legend({'PV','Battery','Diesel','Grid'}) 464 | legend('Position',[0.067619,0.75283,0.16071,0.15595]) 465 | 466 | legend({'PV','Battery','Diesel','EDL'}) 467 | %% 468 | % *Load Characteristics* 469 | 470 | maximum_load=max(E_load_year) 471 | mininimum_load=min(E_load_year) 472 | average_load=mean(E_load_year) 473 | total_load=sum(E_load_year)*1e-3 474 | %% 475 | % *Load Profiles - Winter Day: 14* 476 | 477 | start_hour=14*24; 478 | end_hour=15*24; 479 | plot((start_hour:end_hour)-start_hour,E_load_year(start_hour:end_hour),'b','linewidth',2.5); 480 | 481 | title('Load Profile during a Winter Day') 482 | xlabel('Hour of the day (hr)') 483 | ylabel('Power (kW)') 484 | %% 485 | % *Load Profiles - Summer Day: 221* 486 | 487 | start_hour=221*24; 488 | end_hour=222*24; 489 | plot((start_hour:end_hour)-start_hour,E_load_year(start_hour:end_hour),'b','linewidth',2.5); 490 | 491 | title('Load Profile during a Summer Day') 492 | xlabel('Hour of the day (hr)') 493 | ylabel('Power (kW)') 494 | %% 495 | % *Grid Profile* 496 | 497 | EDL=reshape(EDL,[8784,1]); 498 | stem(1:72,EDL(1:72),".",'b') 499 | xlabel("Time (hr)") 500 | ylabel("EDL") 501 | names={'OFF'; 'ON'}; 502 | set(gca,'ytick',[0 1],"yticklabel",names) 503 | ylim([0.000 1.100]) 504 | title('EDL Modeling ') -------------------------------------------------------------------------------- /Data/EDL.csv: -------------------------------------------------------------------------------- 1 | 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,1.0 2 | 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0 3 | 0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0 4 | 0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 5 | 1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0 6 | 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0,0,0,0,0,0,0,444.71,817.07,954.09,1036.4,1048.8,1038.8,981.24,872.39,573.58,108.65,0,0,0,0,0,0,0 362 | 0,0,0,0,0,0,0,290.93,691.9,874.58,944.13,1029,979.93,962.24,839.67,551.2,98.884,0,0,0,0,0,0,0 363 | 0,0,0,0,0,0,0,184.4,448.13,695.69,732.92,869.67,899.08,752.66,477.38,212.84,48.399,0,0,0,0,0,0,0 364 | 0,0,0,0,0,0,0,204.39,389.5,586.33,651.49,848.96,861.01,779.44,686.46,405.81,85.72,0,0,0,0,0,0,0 365 | 0,0,0,0,0,0,0,344.08,771.86,956.13,1020.9,1069.3,1043.7,1012.5,900.57,625.17,124.65,0,0,0,0,0,0,0 366 | 0,0,0,0,0,0,0,323.7,722.79,898.93,963.99,1052.5,1023.5,935.09,803.15,505.44,70.452,0,0,0,0,0,0,0 367 | -------------------------------------------------------------------------------- /Data/Temperature.csv: -------------------------------------------------------------------------------- 1 | 10.33,13.09,10.68,13.08,10.33,13.82,16.8,16.76,12.34,32.78,24.48,21.08,21.86,27.49,30.02,24.88,26.85,29.48,26.96,20.96,19.23,16.57,18.12,14.34 2 | 10.06,14.64,10.42,12.76,10.41,14.63,16.44,16.28,12.07,32.87,23.71,21.02,22.25,28.21,29.33,24.95,26.51,30.97,26.2,20.83,19.36,17.06,17.25,14.32 3 | 10.31,16.32,9.49,12.5,10.17,14.92,15.7,15.98,11.97,32.81,22.65,21.01,22.73,28.39,28.52,25.02,26.4,31.2,25.02,20.73,19.39,17.55,15.51,14.23 4 | 10.1,17.1,8.53,12.21,9.98,14.63,14.28,15.62,13.12,32.9,21.75,21.22,24.3,28.48,27.47,25.12,26.59,31.24,23.47,20.52,19.45,18.08,15.07,14.17 5 | 9.86,17.24,8.43,12.08,10.58,14.01,13.11,15.25,14.83,32.75,20.88,21.52,26.73,28.51,26.05,24.9,28.42,31.3,22.69,20.24,19.68,18.47,14.93,14.02 6 | 10.94,17.39,8.5,12.29,11.64,13.47,12.91,15.26,16.1,32.32,20.94,21.62,29.27,28.41,25.4,24.48,30.52,31.3,22.58,20.01,20.75,18.75,14.95,13.88 7 | 12.6,17.05,8.39,12.98,12.22,12.68,13.09,15.4,17.21,31.71,21.44,21.66,30.74,28.19,25.24,24.17,32.49,31.01,22.48,19.89,21.65,18.62,15.04,13.48 8 | 13.03,16.56,8.28,12.24,12.79,12.03,12.9,15.34,17.95,30.97,22.16,21.73,31.42,27.78,24.98,23.79,33.66,30.3,22.39,19.8,22.64,18.15,15.08,13.33 9 | 13.12,14.9,8.12,11.18,13.55,11.68,12.53,15.06,18.87,29.97,22.33,21.89,31.48,27.15,24.72,23.48,33.8,29.17,22.33,19.83,23.65,16.95,14.98,13.09 10 | 13.18,13.93,8.05,10.93,14.26,11.19,12.38,14.85,19.32,28.24,21.8,23.01,30.97,26.14,24.47,23.74,33.51,27.44,22.13,19.83,24.22,16.35,14.76,12.98 11 | 13.27,13.12,7.4,11.13,14.6,10.3,12.3,15.21,19.25,25.8,21.41,24.83,30.41,24.44,24.3,25.69,33.07,25.83,21.82,20.12,24.41,16.33,14.51,12.98 12 | 13.33,12.64,6.88,12.93,14.62,10.27,12.23,15.42,19,25.24,21.2,26.38,29.76,23.24,24.1,27.56,32.36,25.32,21.54,21.37,24.19,16.23,14.16,13.43 13 | 13.25,12.34,6.65,14.06,14.38,10.11,12.12,15.75,18.47,25.01,21.36,27.68,29.12,22.93,23.84,28.98,31.43,25.09,21.39,22.61,23.65,16.36,13.77,13.9 14 | 12.8,12,6.53,14.8,13.84,9.9,11.95,16.34,18.01,24.51,21.07,28.67,28.47,22.6,23.62,29.71,30.42,25,21.3,24.13,22.84,16.46,13.39,14.08 15 | 11.45,11.27,6.51,15.19,12.91,9.94,11.61,16.9,17.37,24.02,20.76,29.21,27.75,22.1,23.48,30.03,29.34,24.89,21.31,25.6,21.64,16.4,13.23,14.2 16 | 11.26,10.79,6.62,15.3,11.26,10.09,11.53,17.39,16.43,23.66,22.01,29.3,26.96,21.77,24.62,30.1,27.92,24.82,21.37,26.02,20.58,16.23,13.14,14.24 17 | 11.25,10.55,6.96,15.29,10.94,10.2,12,17.61,14.8,23.45,25.05,29.12,25.78,21.48,27.01,30.06,26.37,24.73,21.82,26,20.23,16.04,13.07,14.2 18 | 11.08,10.16,9.43,15.29,11.02,10.28,12.52,17.81,14.24,23.23,26.77,28.87,24.72,21.2,28.95,29.93,25.87,24.6,22.96,25.84,20.01,15.88,14.01,14.18 19 | 11.01,10.2,11.17,15.17,11.05,10.28,13.76,17.98,14.01,22.91,27.47,28.62,24.5,20.94,30.79,29.56,26.17,24.5,24.39,25.48,19.97,15.72,15.94,14.04 20 | 10.8,10.13,11.34,14.71,11.05,10.16,15.01,17.96,13.88,22.58,27.66,28.32,24.76,20.83,31.42,29.08,26.56,24.47,25.69,24.74,20.04,15.56,17.28,13.84 21 | 10.49,10.05,11.66,13.55,10.9,9.9,15.83,17.63,13.58,22.32,27.49,27.9,24.9,20.53,31.14,28.35,26.04,24.52,26.92,23.5,20.05,15.61,18.26,13.43 22 | 10.27,9.88,11.98,12.17,10.31,9.54,16.26,16.65,13.33,23.62,26.75,27.31,24.84,21.63,30.54,27.26,25.48,24.62,27.66,21.51,20,15.43,18.77,13.58 23 | 10.04,9.71,12.21,11.73,9.78,9.48,16.39,15.15,13.22,26.56,25.62,25.94,24.87,23.34,30.08,25.51,25.14,25.94,27.68,20.58,19.99,15.27,18.94,13.86 24 | 9.87,10.53,12.28,11.18,9.19,9.76,16.24,14.97,13.22,28.72,24.74,24.82,24.72,25.3,29.74,25.01,25.05,28.42,27.3,20.12,20.12,16.3,18.68,14.04 25 | 9.71,11.6,12.12,10.71,8.68,10.2,15.85,15.03,13.24,30.9,23.76,24.66,24.45,26.85,29.37,24.8,25.09,30.87,26.53,19.97,20.16,17.71,18.23,14.22 26 | 9.51,12.56,11.77,10.35,8.35,10.87,15.3,15.13,12.95,32.22,22.52,24.73,24.23,27.89,28.79,24.65,25.19,32.2,25.4,19.91,20.14,18.65,17.51,14.33 27 | 9.33,13.28,10.71,10.01,8.2,11.45,14.62,15.14,12.75,33.03,21.2,24.73,24.22,28.4,27.97,24.4,25.08,32.69,24.03,19.93,20.11,19.39,16.15,14.38 28 | 9.13,13.57,9.77,9.87,8.1,11.75,13.3,15.03,13.58,33.51,20.01,24.8,25.01,28.53,27,24.18,25.3,32.74,22.72,19.98,19.89,19.88,15.89,14.48 29 | 9.05,13.55,9.73,9.8,8.83,11.95,11.93,14.9,16.08,33.72,18.76,24.8,26.97,28.48,25.68,24.03,26.9,32.44,22.19,19.91,19.62,20.1,15.73,14.33 30 | 9.8,13.3,9.78,9.54,11.11,11.94,11.55,14.77,17.87,33.68,18.1,24.74,29.86,28.33,24.62,23.76,29.04,31.96,22.01,19.76,20.55,20.05,15.61,14.08 31 | 10.86,12.87,9.83,9.29,12.72,11.73,11.34,14.61,19.51,33.4,17.93,24.04,31.19,28.08,24.37,23.4,31.26,31.22,21.59,19.73,21.48,19.69,15.5,13.79 32 | 11.58,12.27,9.87,9.03,13.78,11.4,11.09,14.51,20.67,32.73,17.82,23.33,31.84,27.6,24.41,23.07,32.92,30.27,21.23,19.87,22.29,19.05,15.32,13.71 33 | 12.21,11.26,9.83,8.92,14.48,10.98,10.96,14.47,21.4,31.54,17.63,22.72,32.02,26.8,24.32,22.8,33.58,29.12,21.06,19.92,22.94,17.5,14.9,13.68 34 | 12.65,11.05,10.01,8.74,15.34,10.3,10.96,14.85,21.51,29.44,17.38,23.3,31.99,25.68,24.29,23.15,33.83,27.73,20.96,19.95,23.35,16.56,14.36,13.59 35 | 12.84,10.99,10.29,9.04,16.15,10.13,10.5,17.27,21.1,26.77,17.13,25.28,31.89,24,24.26,25.24,33.9,26.73,20.87,20.31,23.44,16.28,13.94,13.76 36 | 12.79,10.97,10.37,11.41,16.59,10.19,10.41,19.04,20.55,25.86,16.91,27.06,31.69,22.65,24.16,27.59,33.67,26.42,20.91,22.23,23.2,16.12,13.77,14.46 37 | 12.66,10.94,10.41,12.42,16.6,9.99,10.42,21.46,20.03,25.28,16.7,28.09,31.36,22.26,24.01,29.46,33.02,26.3,21.01,23.98,22.76,16.1,13.76,15.72 38 | 12.2,10.95,10.34,12.94,16.17,9.93,10.5,22.93,19.56,24.64,16.47,28.49,31.21,21.98,23.76,30.4,31.7,26.12,21.13,25.73,22.06,16.11,13.79,16.55 39 | 11.41,10.93,10.23,13.37,14.97,10.05,10.82,23.12,18.98,24.12,16.38,28.44,30.89,21.66,23.44,30.57,29.48,25.94,21.21,26.94,21.05,16.08,13.84,17.12 40 | 11.59,10.87,9.95,13.66,12.65,10.15,11.15,22.93,18.12,23.91,17.28,27.9,29.89,21.4,23.84,30.31,27.29,25.77,21.32,27.23,19.77,15.95,13.7,17.39 41 | 11.73,10.64,9.29,13.64,12.18,10.16,13.09,22.52,16.76,23.9,18.07,27.07,27.82,21.21,25.3,29.95,26.02,25.54,21.95,27.4,19.35,15.88,13.42,17.33 42 | 11.76,10.33,10.32,13.51,12.31,10.15,14.92,21.94,16.17,24.01,19.03,26.2,26.15,20.94,27.02,29.6,26.18,25.3,23.22,27.39,19.08,15.76,14.58,16.99 43 | 11.52,10.15,11.91,13.26,12.67,10.05,16.16,21.38,15.52,24.13,19.94,25.37,25.5,20.76,28.96,29.15,26.48,25.18,24.53,27.21,18.85,15.48,16.55,16.5 44 | 11.32,9.99,13.12,12.82,12.88,9.96,17.12,20.77,14.94,24.26,20.56,24.47,25.17,20.76,29.84,28.58,26.73,25.22,25.59,26.58,18.62,15.21,18.26,15.76 45 | 11.15,9.88,13.79,11.95,12.71,9.94,17.69,20.12,14.52,24.41,20.99,23.52,24.98,21.07,30.03,27.83,26.72,25.39,26.3,25.21,18.4,15.03,19.18,14.15 46 | 11.04,9.83,14.15,10.87,12.39,9.92,17.81,18.98,14.23,25.83,21.31,22.46,24.93,22.52,29.83,26.73,26.87,25.71,26.57,22.83,18.29,15.13,19.65,13.62 47 | 10.9,9.77,14.28,10.73,12.26,10.33,17.77,17.38,13.98,29.01,21.55,21.09,24.85,24.85,29.4,25.18,27.08,27.11,26.41,22.33,18.27,15.43,19.7,13.55 48 | 10.73,10.37,14.21,10.65,12.16,10.84,17.64,17.02,13.76,31.73,21.62,19.87,24.65,26.72,28.95,24.55,27.17,29.41,26.11,22.51,18.26,16.77,19.37,13.52 49 | 10.26,10.92,13.92,10.63,12.16,11.36,17.26,16.95,13.6,33.6,21.48,19.29,24.45,28.02,28.48,24.36,27.33,31.02,25.71,22.96,18.19,18.94,18.77,13.53 50 | 9.88,11.11,13.34,10.62,12.3,11.98,16.63,17.03,13.53,34.47,21.14,19.04,24.36,29.28,27.85,24.15,27.54,31.9,25.04,23.4,18.04,20.29,18.01,13.55 51 | 9.9,11.26,11.81,10.55,12.4,12.37,15.78,17.11,13.4,35.01,20.57,18.87,24.37,30.11,27.01,23.97,27.83,32.3,24.1,23.26,17.83,20.99,16.86,13.57 52 | 9.77,11.3,10.9,10.48,12.51,12.23,14.32,17.09,14.19,35.21,19.74,18.96,25.44,30.37,25.88,23.74,28.08,32.44,22.98,22.59,17.6,21.32,16.12,13.53 53 | 9.45,11.37,10.69,10.3,13.87,11.82,12.73,16.9,16.56,34.98,18.35,18.88,27.75,30.38,24.61,23.51,29.86,32.44,22.29,21.94,17.58,21.41,15.48,13.43 54 | 10.41,11.28,10.49,9.94,16.51,11.37,12.46,16.54,18.27,34.42,17.31,18.8,29.89,30.19,23.94,23.23,32.37,32.37,21.94,21.51,19.3,21.29,14.97,13.63 55 | 11.39,11.03,10.3,9.52,18.46,10.78,12.23,16.12,18.96,33.61,17.01,18.85,31.08,29.74,23.92,22.89,35.18,32.13,21.68,21.37,20.39,20.93,14.56,13.74 56 | 11.8,10.63,10.12,9.15,20.51,10.28,12.05,15.9,19.48,32.76,16.58,18.9,31.53,28.91,23.8,22.56,36.37,31.59,21.45,21.51,21.5,20.27,14.22,13.7 57 | 11.88,9.75,9.95,8.91,21.29,9.81,12.02,15.71,20.01,31.73,16.23,19.08,31.32,27.78,23.9,22.31,36.83,30.6,21.24,21.78,22.49,18.4,13.98,13.65 58 | 11.92,9.61,9.87,8.73,21.5,9.47,12,15.97,20.34,29.84,15.98,20.07,30.98,26.41,24.08,22.72,36.92,28.95,21.06,22.02,23.21,17.65,13.88,13.49 59 | 12.12,9.93,9.77,9.23,21.58,9.3,12.3,18.56,20.41,27.01,15.79,21.17,30.59,24.73,24.02,24.55,36.8,27.98,21.13,22.49,23.5,17.49,13.85,13.23 60 | 12.12,10.15,9.64,11.26,21.65,9.13,12.24,20.58,20.24,25.98,15.65,22.44,30.19,24.12,23.75,26.76,36.53,27.77,21.15,24.07,23.24,17.17,13.87,13.65 61 | 11.98,10.01,9.68,13.57,21.54,8.86,11.74,22.75,20.11,25.55,15.42,23.6,29.86,24.41,23.51,28.62,36.05,27.63,21.19,25.92,22.69,16.88,13.83,14.92 62 | 11.62,9.68,9.8,15.75,21.14,8.55,11.37,23.13,19.61,25.26,15.11,24.51,29.42,24.69,23.38,29.59,35.67,27.5,21.25,27.33,21.9,16.55,13.74,15.94 63 | 10.47,9.23,9.7,16.83,19.65,8.28,11.17,22.95,18.9,24.98,15.06,25.19,28.69,24.87,23.31,30.14,35.17,27.24,21.36,28.3,20.76,16.07,13.64,16.59 64 | 9.49,8.9,9.47,17.23,17.5,8.4,11.47,22.73,17.98,24.74,16.68,25.46,27.44,24.85,24.22,30.1,33.4,26.99,21.32,29.28,19.88,15.65,13.52,16.9 65 | 8.92,8.72,9.22,17.15,16.7,8.09,13.43,22.6,16.69,24.68,19,25.29,25.73,24.81,26.23,29.66,32.28,26.87,21.9,29.49,19.61,15.4,13.37,16.98 66 | 8.64,8.65,10.57,16.7,16.15,7.61,15.72,22.54,16.43,24.68,21.01,24.95,24.48,24.82,27.98,29.15,32.33,26.85,22.93,29.13,19.4,15.23,14.44,16.81 67 | 8.57,8.66,11.55,16.26,15.47,7.29,17.58,22.4,16.33,24.65,22.24,24.51,24.04,24.91,28.99,28.52,32.71,26.72,23.99,28.24,19.28,15.14,16.22,16.43 68 | 8.51,8.54,12.14,15.77,15.06,7.05,18.79,22.03,16.11,24.45,22.9,23.84,23.87,24.72,29.51,27.9,33.26,26.44,24.87,27.05,19.08,15.1,18.28,15.7 69 | 8.6,8.56,12.98,14.94,15.01,6.84,19.33,21.22,15.81,24.05,23.17,22.83,23.9,24.41,29.73,27.08,33.69,26.23,25.51,25.56,18.9,15.18,19.38,13.98 70 | 8.84,8.72,13.92,14.17,14.96,6.71,19.86,19.45,15.47,24.71,23.26,21.75,23.98,25.22,29.74,25.9,33.85,26.24,25.84,23.5,18.78,15.29,19.98,13.41 71 | 8.94,9.01,14.63,13.65,14.66,8.13,20.23,17.69,15.42,27.69,23.22,20.81,23.94,26.82,29.64,24.51,33.75,27.35,25.9,23.25,18.74,15.47,20.2,13.33 72 | 8.98,9.99,14.78,13.04,14.51,9.08,20.23,17.68,15.4,30.31,23.08,20.48,23.62,28.52,29.47,23.76,33.46,29.3,25.8,23.26,18.62,17.3,20.05,13.29 73 | 8.92,10.87,14.04,12.36,14.02,9.52,20.26,17.9,15.83,32.94,22.87,20.31,23.12,29.92,29.19,23.57,33.19,30.73,25.52,23.68,18.55,19.54,19.59,13.26 74 | 8.87,11.48,13.19,11.9,14.08,9.86,20.08,17.92,16.12,33.81,22.52,20.03,22.78,30.68,28.67,23.4,33.04,31.69,24.86,24.19,18.34,21.45,18.85,13.29 75 | 8.67,11.94,11.91,11.39,14.01,9.93,19.64,17.67,16.23,33.98,21.93,20.03,22.62,31.04,27.8,23.33,33.16,32.37,23.83,24.4,18.16,22.5,17.72,13.24 76 | 8.23,12.03,10.98,10.83,13.9,9.94,18.09,17.62,16.39,33.97,20.94,19.96,23.82,31.24,26.69,23.3,32.73,32.71,22.36,24.04,18.02,23.04,17.04,13.13 77 | 7.58,11.98,10.78,10.65,14.78,9.5,17.34,17.84,17.51,33.75,19.45,19.78,25.7,31.15,25.48,23.21,32.48,32.9,21.44,23.19,18.31,23.26,16.35,12.98 78 | 7.1,12.02,10.82,10.6,17.6,9.15,17.55,18.34,18.05,33.35,18.73,19.67,28.03,30.93,24.72,22.91,34.03,32.97,20.99,22.43,19.33,23.23,15.94,12.72 79 | 7.73,12.03,10.59,10.49,19.58,9.01,17.96,18.7,18.69,32.8,18.4,19.55,30.13,30.52,24.31,22.4,35.35,32.86,20.65,22.11,19.48,22.8,15.76,12.41 80 | 8.9,11.87,10.37,10.28,21.31,8.68,18.19,18.91,19.6,32.08,18.01,19.39,31.4,29.8,24.05,22.13,35.56,32.42,20.39,21.98,19.55,21.91,15.62,12.17 81 | 10,11.41,10.23,10.08,22.68,8.22,18.3,18.86,20.32,31.14,17.55,19.32,31.4,28.63,23.83,22.07,35.58,31.62,20.26,22.06,20.26,20.12,15.44,12.05 82 | 10.63,11.58,10.02,9.87,22.7,7.64,18.58,19.08,20.21,29.2,17.2,20.35,30.69,27.18,23.54,22.33,35.4,30.23,20.26,22.2,20.65,19.45,15.29,11.82 83 | 11,11.8,9.73,9.65,22.04,7.26,18.07,20.43,19.48,26.55,16.96,21.53,30.03,25.76,23.16,23.78,35.22,29.4,20.3,22.65,20.48,19.3,15.11,11.45 84 | 11.33,11.82,9.49,10.08,21.51,6.96,18.16,21.68,18.72,25.76,16.75,22.87,29.51,25.11,22.83,25.54,35.27,29.1,20.33,25.24,19.76,18.87,15.02,12.12 85 | 11.35,11.82,9.17,10.48,21.31,6.8,18.65,21.32,18.08,25.5,16.61,24.24,29.2,24.93,22.63,27.32,35.22,28.81,20.31,28.19,19.19,18.26,15.01,14.23 86 | 11.23,11.78,8.84,10.9,20.85,6.67,19.08,21.15,17.39,25.29,16.55,25.3,28.87,24.79,22.48,28.85,34.9,28.42,20.26,30.08,18.74,17.47,15.02,15.9 87 | 10.12,11.7,8.65,11.07,19.29,6.46,19.23,21.34,16.44,24.98,16.58,25.95,28.44,24.38,22.41,29.33,34.26,27.93,20.26,30.68,18.3,16.76,15.01,16.99 88 | 9.59,11.57,8.33,11.16,18.15,6.52,19.37,22.49,15.34,24.33,17.84,26.16,27.73,23.78,23.51,29.15,32.81,27.53,20.32,30.55,18.16,16.34,15.02,17.64 89 | 9.69,11.4,8.1,11.28,17.36,6.6,20.11,23.59,14.05,23.7,20.1,26.24,26.13,23.3,25.26,28.98,31.98,27.26,21.43,30.07,18.3,16.12,14.89,17.95 90 | 9.67,11.28,9.82,11.3,16.09,6.69,21.26,23.73,13.85,23.25,22.33,26.22,24.73,22.97,27.04,28.73,32.12,26.83,24.48,29.53,18.41,15.96,15.02,17.95 91 | 9.78,11.21,11.48,11.34,15.37,6.76,22.43,23.76,13.5,22.98,24.01,26.02,24.3,22.77,28.37,28.26,32.4,26.37,27.37,28.84,18.54,15.77,15.53,17.63 92 | 9.95,11.08,12.98,11.08,14.73,6.83,23.39,23.39,13.42,22.77,25.08,25.59,24.05,22.73,29.18,27.55,32.21,25.87,28.84,27.76,18.74,15.6,15.69,16.72 93 | 10.19,11.01,13.87,10.79,14.61,6.87,24.06,22.29,13.42,22.6,25.69,24.95,23.76,22.83,29.49,26.61,31.64,25.7,29.39,26.19,18.89,15.43,15.09,14.56 94 | 10.33,10.94,14.27,10.38,15.3,6.87,24.44,20.32,13.63,23.86,25.83,24.26,23.54,24.02,29.55,25.41,31.3,25.35,29.31,24.15,18.9,15.25,14.56,13.9 95 | 10.5,10.81,14.28,10.4,15.9,7.53,24.51,18.23,13.86,27.23,25.69,23.23,23.42,25.98,29.44,24.03,31.45,26.15,28.79,23.26,18.8,15.12,14.29,13.82 96 | 10.7,10.92,14.23,10.47,16,8.26,23.98,18.13,13.92,29.83,25.42,22.33,23.33,27.87,29.19,23.24,31.46,28.17,28.08,22.92,18.47,16.8,14.27,13.88 97 | 10.87,11.08,14.13,10.51,15.43,8.8,22.91,18.58,14.08,32.65,25.04,21.98,23.32,29.38,28.84,22.99,31.18,30.02,27.34,22.87,17.93,18.34,14.32,14.01 98 | 11.04,11.3,13.66,10.3,14.6,9.9,21.3,18.8,14.33,33.97,24.54,21.48,23.41,30.15,28.29,22.83,30.28,31.18,26.52,22.94,17.44,19.11,13.92,14.05 99 | 11.22,11.39,12.24,10.24,14.02,10.99,20.01,18.81,14.51,34.39,23.9,20.96,23.58,30.2,27.5,22.64,29.37,31.73,25.54,22.85,17.1,19.35,13.3,13.9 100 | 11.28,11.44,11.12,10.29,13.6,12.02,18.17,18.88,15.02,34.3,22.97,20.55,24.74,30.05,26.4,22.44,28.94,31.87,23.77,22.69,16.77,19.49,13.33,13.62 101 | 11.26,11.48,11.06,10.35,13.98,12.57,16.58,19.05,15.64,33.86,20.99,20.23,26.41,29.8,25.01,22.24,30.55,31.73,22.71,22.51,16.5,19.48,13.58,13.37 102 | 11.37,11.25,11.01,10.34,15.46,12.62,15.74,19.11,16.3,33.35,19.9,19.97,28.29,29.44,24.03,22.08,32.92,31.36,22.29,22.33,17.55,19.28,13.79,13.21 103 | 11.63,11.01,10.94,10.36,17.44,12.31,15.22,19.36,17.21,32.91,20.15,19.72,30.03,28.98,23.45,21.97,34.69,30.7,22.21,22.16,18.27,18.94,14.08,13.2 104 | 11.95,10.64,10.66,10.37,18.82,11.83,14.59,18.79,18.18,32.41,20.69,19.51,30.55,28.45,23.11,21.82,35.61,29.71,22.37,21.99,18.93,18.42,14.22,13.27 105 | 12.24,9.91,10.48,10.4,18.08,11.33,13.59,18.15,18.79,31.54,20.92,19.5,30.29,27.59,22.9,21.57,35.5,28.52,22.51,21.62,19.52,17.47,14.3,13.23 106 | 12.48,9.63,10.3,10.43,15.94,10.52,13.14,17.76,19.07,29.93,20.91,21.54,29.87,26.55,22.65,22.08,34.87,27.15,22.44,21.42,19.87,16.64,14.21,13 107 | 12.71,9.12,10.05,10.65,13.96,9.76,12.96,18.81,19.08,27.53,20.8,24.12,29.51,24.99,22.33,23.96,34.22,26.01,22.35,21.63,19.94,16.21,14.01,12.58 108 | 12.67,9.2,9.63,12.15,12.92,9.13,12.55,21.19,18.91,26.78,20.86,26.36,29.17,23.9,22.05,25.99,33.59,25.76,22.32,23.37,19.75,15.96,13.66,13.07 109 | 12.68,8.87,9.24,12.67,12.44,8.89,12.43,23.26,18.58,26.51,21.27,27.4,28.69,23.5,21.84,27.59,33.02,25.69,22.3,25.09,19.48,15.89,13.48,15.18 110 | 12.55,8.87,9,12.98,11.91,8.95,12.26,23.82,18.12,26.35,21.81,28,28.13,23.28,21.69,28.62,32.46,25.56,22.31,26.23,18.99,15.81,13.43,16.84 111 | 12.22,8.72,8.87,13.69,11.28,9.24,12.31,23.64,17.48,25.87,21.95,28.33,27.37,23.16,21.58,29.15,31.74,25.11,22.35,26.58,18.03,15.73,13.54,17.9 112 | 11.92,8.76,8.69,14.14,10.8,9.51,12.37,23.4,16.67,25.18,22.83,28.57,26.42,23.01,22.87,29.18,30.48,24.41,22.4,26.41,17.13,15.73,13.58,18.4 113 | 11.97,8.65,8.87,14.2,10.69,9.58,13.53,23.31,15.64,24.53,24.41,28.74,25.05,22.79,24.83,28.99,29.65,23.74,23.35,25.9,17.33,15.51,13.56,18.48 114 | 11.9,8.54,11.05,14.01,10.75,9.48,14.48,23.29,15.54,24.21,26.62,28.75,23.89,22.63,27.26,28.72,29.62,23.31,26.22,25.23,17.34,14.73,14.12,18.3 115 | 11.96,8.42,12.67,13.77,10.98,9.35,15.37,22.96,15.33,24.22,28.27,28.55,23.39,22.61,29.48,28.35,29.58,23.12,29.07,24.52,17.26,14.58,15.01,18 116 | 12.13,8.29,14.04,13.37,11.23,9.25,16.12,22.38,15.11,24.74,28.82,27.98,23.12,22.71,30.74,27.77,29.42,23.07,30.85,23.77,17.15,14.77,15.35,17.1 117 | 12.11,8.19,15.28,12.48,11.51,9.21,16.55,21.54,14.94,24.73,28.97,27.18,22.95,22.86,30.98,26.87,29.18,23.04,31.37,22.86,17.05,15.08,15.81,15.38 118 | 11.9,8.01,16.23,11.21,11.76,9.23,16.64,20.69,14.73,24.62,29.05,26.21,22.88,24.04,30.62,25.59,28.87,23,31.12,21.7,17.05,14.87,16.03,14.65 119 | 12.05,7.71,16.8,11.12,11.99,10.23,16.65,20.64,14.62,26.19,29.19,24.96,22.7,25.58,30.22,24,28.37,23.89,30.39,21.23,17.05,14.95,15.98,14.4 120 | 12.19,7.59,17.05,10.9,12,11.33,17.08,20.89,14.36,27.37,29.23,24.41,22.48,27.94,29.84,23.29,27.83,25.31,29.51,21.23,17.04,15.33,15.88,14.26 121 | 12.15,7.5,16.88,10.83,12.12,12,17.15,20.4,14.01,28.9,29.12,24.44,22.26,29.58,29.47,22.99,27.27,27.15,28.76,21.33,17.09,15.87,15.74,14.23 122 | 11.88,7.59,16.19,10.78,11.95,12.9,16.54,19.82,13.55,30.08,28.78,24.57,22.06,30.08,29.06,22.74,26.65,28.58,28.02,21.35,17.12,16.4,15.33,13.94 123 | 11.43,7.87,14.19,10.73,12.15,13.49,15.73,19.27,12.93,30.02,28,24.49,22.01,29.94,28.48,22.62,25.88,29.13,27.11,21.3,17.19,16.65,14.48,13.56 124 | 10.73,8.44,12.77,10.65,12.26,13.77,14.49,19.12,14.01,28.95,26.65,24.21,22.96,29.81,27.48,22.58,25.81,29.36,25.3,21.13,17.11,16.98,14.46,13.23 125 | 9.83,9.01,12.4,10.21,12.61,13.91,13.35,19.19,15.82,27.92,24.37,24.05,24.25,29.8,25.69,22.58,27.4,29.37,24.55,20.9,17.08,17.33,14.62,13.02 126 | 10.48,9.5,12.02,9.73,13.37,13.9,13.52,19.26,17.17,26.89,23.15,23.97,25.61,29.79,24.79,22.58,29.08,29.21,24.29,20.62,18.42,17.53,14.76,12.89 127 | 11.7,9.63,11.55,9.26,13.9,13.87,13.47,19.31,18.48,26.19,22.97,23.72,26.88,29.63,24.68,22.58,30.26,28.85,24.3,20.24,19.07,17.51,14.75,12.69 128 | 12.98,9.23,11.12,9.12,14.94,13.62,13.35,19.15,19.6,25.91,23.32,23.2,27.89,29.17,24.62,22.58,30.83,28.08,24.51,19.76,19.38,17.2,14.61,12.54 129 | 14.02,8.28,10.78,9.3,15.65,13.05,13.26,18.48,20.31,25.29,24.15,22.62,28.38,28.46,24.51,22.61,31.48,26.83,24.69,19.26,19.61,16.37,14.35,12.49 130 | 14.77,7.5,10.56,9.44,15.9,11.43,13.17,18.55,20.61,23.26,24.33,23.21,28.45,27.51,24.57,23.12,31.93,25.3,24.77,19.01,19.94,15.9,14.07,12.34 131 | 15.26,6.99,10.4,10.1,15.98,10.37,13.07,20.15,20.87,20.95,24.05,24.75,28.26,26.16,24.69,24.82,31.98,24.23,24.68,19.49,20.09,16.01,13.76,12.1 132 | 15.4,6.84,10.3,11.41,16.02,10.3,12.9,22.19,20.98,19.76,23.87,25.85,27.94,25.03,24.75,26.45,31.88,23.97,24.44,22.3,20.12,16.15,13.32,12.95 133 | 15.2,6.86,10.26,12.48,15.95,10.45,12.65,23.14,20.85,19.22,23.83,26.69,27.4,24.63,24.71,27.53,31.66,23.63,24.15,24.88,19.83,16.22,12.85,14.47 134 | 14.4,6.83,10.23,13.54,15.49,10.34,12.34,23.71,20.62,19.09,23.93,27.3,26.76,24.33,24.66,28.12,31.2,23.33,23.88,26.99,19.44,16.25,12.56,15.02 135 | 12.05,6.67,10.16,14.39,14.55,9.94,12.28,23.91,20.18,18.98,23.95,27.61,25.88,23.96,24.63,28.34,30.29,23.07,23.73,28.09,18.58,16.15,12.46,15.73 136 | 11.05,6.34,9.98,15.06,12.83,9.48,12.12,24.06,19.1,18.94,24.39,27.64,24.83,23.53,25.16,28.34,28.72,22.94,23.58,28.41,17.8,15.83,12.53,16.26 137 | 10.59,5.98,10.08,15.4,12.37,9.37,13.12,24.15,17.25,19.05,25.91,27.58,23.58,23.09,26.74,28.36,27.2,22.73,24.19,28.29,17.87,15.57,12.73,16.44 138 | 10.19,5.64,12.76,15.38,12.2,9.56,14.05,24.19,16.91,18.73,27.37,27.38,22.74,22.87,29.02,28.22,26.96,22.31,27.24,27.89,18,15.57,13.75,16.3 139 | 9.91,5.36,15.08,15.24,11.99,9.85,15.05,24.16,16.51,18.7,29.44,27,22.57,22.91,30.94,27.87,26.97,21.98,30.23,27.33,18.15,15.55,16.02,15.83 140 | 9.76,5.15,16.6,14.84,11.58,9.89,15.58,24.14,16.59,18.33,30.7,26.34,22.59,22.95,31.37,27.29,26.84,21.77,31.97,26.45,18.23,15.41,17.24,14.98 141 | 9.65,4.95,17.4,13.76,11.09,9.12,16.19,23.95,16.79,18.51,31.19,25.45,22.62,23.12,31.3,26.46,26.53,21.56,32.36,25.01,18.23,15.32,18.15,13.35 142 | 9.58,4.8,17.92,12.08,10.86,8.46,16.77,22.87,17.13,18.72,30.97,24.3,22.47,24.51,31.11,25.3,26.19,21.55,32.39,23.11,18.06,15.32,18.71,13.07 143 | 9.51,4.81,18.27,11.43,10.81,10.08,16.96,21.87,17.9,19.27,30.24,22.8,22.29,26.95,30.95,24.21,25.86,22.85,31.9,22.64,17.85,15.28,18.91,13.01 144 | 9.4,6.65,18.36,10.87,10.98,12.69,16.85,21.62,17.77,20.18,29.51,21.41,22.12,29.33,30.86,23.59,25.69,24.95,31.19,22.74,17.72,16.25,18.86,12.84 145 | 9.22,8.75,18.12,10.7,11.26,14.65,16.47,21.4,17.47,21.01,28.76,20.83,21.98,30.67,30.74,23.22,25.66,26.87,30.61,23.13,17.74,17.28,18.64,12.61 146 | 9.04,9.88,17.39,11.07,11.4,16.01,15.85,21.1,17.21,21.73,27.96,20.47,21.83,30.94,30.56,22.93,25.76,28.03,30.1,23.57,17.77,17.77,18.08,12.45 147 | 8.86,10.68,15.4,11.56,11.42,17.08,14.91,20.89,16.78,22.19,27.17,20.14,21.91,30.65,30.23,22.71,26.01,28.59,29.45,23.73,17.75,18.25,16.57,12.37 148 | 8.71,11.06,13.71,11.58,11.52,17.47,13.66,19.25,17.82,22.51,26.15,19.93,22.98,30.33,29.37,22.61,26.41,28.71,27.72,23.63,17.67,18.51,16.4,12.31 149 | 8.65,11.08,13.09,11.42,12.42,17.51,12.2,17.18,20.23,22.47,24.32,19.73,24.73,30.26,27.33,22.43,28.22,28.63,27.22,23.52,17.62,18.49,16.2,12.24 150 | 10.15,10.94,12.41,11.1,14.93,17.61,12.08,15.91,21.99,22.21,23.1,19.33,26.32,30.12,26.62,22.3,30.33,28.37,26.78,23.15,19.01,18.48,15.89,12.23 151 | 12.12,10.68,11.83,10.52,17.07,17.78,12.19,15.08,22.35,21.71,22.94,19.03,27.56,29.72,26.42,22.32,32.12,27.91,26.65,22.83,19.81,18.3,15.49,12.13 152 | 13.33,10.16,12.01,10.59,18.48,17.97,12.27,14.51,22.47,20.99,22.96,18.9,28.37,29.01,26.28,22.47,33.38,27.23,26.56,22.26,20.42,17.69,15.51,12.03 153 | 13.79,8.42,12.5,11.01,19.11,17.57,12.35,14.19,22.82,20.22,22.97,18.76,28.58,27.97,26.18,22.61,34.4,26.26,26.45,21.76,21.07,16.44,15.55,12 154 | 13.97,7.58,12.55,11.39,19.18,16.38,12.12,14.88,23.14,19.54,22.77,20.28,28.29,26.69,26.29,22.99,34.37,25.01,26.33,21.52,21.69,15.92,15.21,11.9 155 | 14.05,7.65,12.31,11.52,18.86,15.58,11.99,16.91,23.43,18.84,22.35,22.39,27.9,25.11,26.37,25.23,34.16,24.03,26.11,22.07,21.66,15.86,15,11.92 156 | 13.98,7.85,11.48,11.96,18.43,15.23,11.87,18.08,23.57,18.41,22.14,24.6,27.51,24.13,26.41,27.97,33.77,23.64,25.86,25.63,21.51,15.81,14.82,12.5 157 | 13.52,8.02,10.91,12.17,18.01,14.87,11.82,19.08,23.57,18.09,22.05,25.98,26.94,23.98,26.15,30.05,33.25,23.52,25.45,28.37,21.28,15.87,14.69,13.37 158 | 12.41,7.96,10.86,12.41,17.44,14.49,11.76,19.75,23.05,17.83,22.12,26.51,26.26,23.81,25.8,31.08,32.76,23.27,24.97,30.16,21.01,15.88,14.69,13.7 159 | 11.44,8.12,10.73,12.62,16.39,14.21,11.73,20.03,21.62,17.29,22.44,26.65,25.4,23.64,25.19,31.26,32.37,22.98,24.72,30.95,20.34,15.8,14.59,14.19 160 | 10.95,8.24,10.4,12.98,14.4,14.08,11.86,20.05,19.73,16.91,23.73,26.58,24.3,23.59,25.76,30.91,30.98,22.78,24.3,31.26,19.6,15.7,14.4,14.5 161 | 10.74,8.08,10.12,13.43,14.25,13.99,12.92,19.92,18.25,16.8,24.93,26.42,23.11,23.57,28.02,30.51,29.26,22.58,25.3,31.13,19.45,15.54,14.2,14.63 162 | 10.65,8.05,10.15,13.56,14.77,13.79,13.68,19.65,18.07,16.65,25.69,26.16,22.26,23.4,29.97,30.14,29.15,22.51,28.69,30.6,19.4,15.37,15.19,14.58 163 | 10.57,7.82,10.3,13.44,14.87,13.57,14.73,19.23,18.2,16.65,26.56,25.68,22,23.13,31.19,29.76,29.43,22.42,31.2,29.82,19.34,15.26,17.41,14.24 164 | 10.35,7.61,10.5,13.07,14.69,13.37,15.66,18.71,18.22,16.51,27.46,25.1,21.84,22.88,31.43,29.18,29.84,22.26,33.41,28.93,19.09,15.26,19.07,13.55 165 | 10.18,7.45,10.83,12.33,14.61,13.27,16.31,18.19,18.23,16.51,27.98,24.47,21.42,22.67,31.17,28.33,29.98,22.08,33.92,27.05,18.57,15.3,20.24,12.03 166 | 10.05,7.37,11.28,11.72,14.51,13.17,16.53,17.23,18.09,16.67,27.8,23.59,21.17,23.75,30.82,27.29,29.86,21.94,33.91,25.26,18.19,15.34,20.64,11.81 167 | 9.78,7.31,11.51,11.26,14.48,14.24,16.48,15.51,17.69,16.59,27.51,22.1,21.08,25.58,30.61,25.8,29.86,22.89,33.75,24.68,18.19,15.32,20.44,11.96 168 | 9.56,8.8,11.35,11.06,14.33,16.34,16.15,14.76,17.46,17.09,27.44,20.81,20.99,27.84,30.37,25.05,29.31,24.4,33.38,24.44,18.43,16.43,19.71,12.08 169 | 9.51,10.58,11.12,11.01,14.06,17.76,15.39,14.22,17.27,17.94,27.3,20.4,20.85,29.37,29.97,24.58,28.4,26.06,32.85,24.17,18.45,17.37,18.57,12.17 170 | 9.62,11.27,10.84,10.92,13.94,18.65,14.73,13.83,17.11,18.42,26.86,20.09,20.89,30.18,29.29,24.3,27.86,27.39,32.15,23.89,18.48,17.89,17.48,12.28 171 | 9.89,11.8,10.36,10.58,13.98,18.97,14.22,13.54,16.86,18.8,25.94,19.69,20.93,30.48,28.21,24.15,27.43,28.3,30.9,23.55,18.72,18.58,15.96,12.27 172 | 10.08,12.18,10.09,10.22,14.14,18.87,13.65,13.35,17.12,18.79,24.58,19.37,21.49,30.4,26.83,24.17,26.94,28.57,28.33,23.4,18.75,18.95,15.33,12.23 173 | 10.1,12.36,10.01,10.28,15.53,18.51,13.11,13.42,18.11,18.66,22.64,19.06,22.82,30.22,25.28,24.3,27.72,28.4,27.55,23.43,18.7,19.15,15.29,12.17 174 | 10.06,12.4,10.15,10.1,18.24,18.05,12.49,14.09,18.66,18.56,21.04,18.82,24.8,29.99,24.39,24.41,29.22,28.01,27.52,23.3,19.23,19.19,15.27,12 175 | 10.08,12.27,10.2,10.15,20.44,17.56,12.53,14.11,18.62,18.39,20.59,18.69,26.39,29.59,23.89,24.43,30.66,27.43,27.31,23.1,20.75,18.98,15.05,11.85 176 | 10.09,11.79,9.98,10.01,22.3,16.95,12.26,13.75,18.22,18.12,20.43,18.55,27.25,28.97,23.73,24.23,32.28,26.53,26.61,22.98,22.54,18.37,14.78,11.7 177 | 10.04,10.92,9.76,10.04,22.83,16.12,12.01,13.44,17.73,17.75,20.4,18.55,27.44,28.1,23.41,24.13,32.82,25.37,26.44,22.91,23.52,16.6,14.37,11.58 178 | 10.08,10.69,9.58,10.02,23.15,14.47,11.9,13.97,17.25,17.46,20.54,19.52,27.23,27,23.16,24.24,32.83,24.2,26.33,22.82,23.83,15.38,13.99,11.45 179 | 10.18,10.67,9.44,10.27,23.44,13.47,11.58,15.92,17.3,16.77,20.58,20.76,26.8,25.56,22.97,25.97,32.62,23.76,26.37,23.4,23.86,15.13,13.62,11.36 180 | 10.28,10.83,9.37,11.46,23.63,13.25,11.31,17.95,18.01,16.37,20.39,22.18,26.34,24.43,22.8,28.38,32.29,23.69,26.23,26.51,23.86,15.07,13.47,12.16 181 | 10.45,10.8,9.2,12.27,23.32,12.98,11.18,19.13,19.32,16.55,20.05,23.35,25.91,23.91,22.76,30.19,31.76,23.43,26.27,28.57,23.84,15.3,13.43,13.55 182 | 10.6,10.97,8.92,12.85,22.18,12.63,11.18,20.08,19.57,16.62,19.72,24.14,25.5,23.64,22.69,30.92,31.11,23.19,26.23,30.08,23.55,15.62,13.4,14.12 183 | 10.58,11.19,8.69,13.33,20.62,12.37,11.19,21.19,18.9,16.62,19.42,24.48,24.8,23.3,22.6,31.12,30.26,22.96,26.11,30.67,21.79,15.62,13.36,14.76 184 | 10.15,11.51,8.56,13.96,18.76,12,11.44,22.32,18.01,16.52,20.12,24.62,23.83,23,23.06,31.18,29.02,22.8,25.92,31.04,20.24,15.66,13.41,15.14 185 | 10.3,11.7,8.62,14.23,17.55,11.67,12.29,22.88,16.58,16.38,21.4,24.65,22.7,22.73,24.02,31.1,27.51,22.55,26.44,31.3,19.65,15.73,13.47,15.25 186 | 10.44,11.4,8.87,14.14,16.87,11.27,12.77,22.96,16.22,16.08,22.8,24.54,22.22,22.51,25.15,30.81,27.33,22.4,28.51,31.39,19.37,15.9,14.3,15.05 187 | 10.18,10.4,9.07,13.63,16.48,10.86,13.53,23.1,15.94,15.71,24.14,24.28,22.09,22.34,26.25,30.3,27.38,22.33,30.79,31.08,19.31,16.05,15.15,14.63 188 | 9.92,8.3,9.21,13.05,16.4,10.45,14.36,23.08,15.66,15.38,25.21,23.78,21.94,22.24,27.01,29.65,27.44,22.23,33.19,30.29,19.23,16.03,15.41,13.9 189 | 10.07,6.75,9.29,12.14,16.37,10,14.97,22.45,15.37,15.19,25.76,23.05,21.8,22.3,27.5,28.75,27.12,22.09,34,28.21,19.04,15.75,16.08,12.05 190 | 10.18,6.36,9.48,10.65,15.94,9.62,15.27,20.4,15.07,16.94,25.79,22.12,21.72,23.95,27.87,27.63,26.6,22.04,34.22,26.56,19.12,15.57,16.58,11.65 191 | 10.05,6.09,9.79,10.4,15.18,10.98,15.31,18.13,15.01,18.62,25.78,20.87,21.61,26.46,28.12,26.27,26.03,22.74,34.2,26.24,19.21,15.43,16.97,11.88 192 | 9.9,6.33,9.94,10.55,14.47,12.96,15.05,17.08,14.93,19.4,25.75,19.65,21.66,28.69,28.08,25.62,25.57,23.96,33.94,25.99,19.23,16,16.93,12.03 193 | 9.37,6.81,10.07,10.75,14.28,14.7,14.65,16.26,14.79,20.12,25.5,19.17,21.72,30.01,27.8,25.45,25.36,25.52,33.6,25.93,19.15,17.58,16.58,12.02 194 | 9.07,7.31,9.83,10.93,13.65,15.77,14.12,15.65,14.58,20.82,24.84,18.85,21.81,30.71,27.3,25.37,25.33,27.15,33.15,25.68,19.04,18.67,15.95,11.83 195 | 9.12,7.8,9.01,10.82,13.05,16.36,13.49,15.4,14.36,21.41,23.85,18.58,21.9,30.92,26.55,25.39,25.43,28.01,31.81,25.11,18.8,19.58,14.93,11.67 196 | 9.15,8.37,8.27,10.62,12.54,16.51,12.58,15.18,14.97,21.81,22.64,18.33,22.69,30.9,25.63,25.26,25.58,28.31,30.22,24.67,18.51,20.09,14.81,11.67 197 | 9.15,8.82,7.91,10.23,13.02,16.41,11.83,14.63,16,21.9,20.9,18.13,23.81,30.86,24.65,25.05,27.29,28.06,29.17,24.48,18.28,20.32,14.93,11.67 198 | 9.55,8.94,7.48,9.96,14.3,16.16,11.7,14.26,17.5,21.8,19.51,18.09,25.48,30.73,24.4,24.87,29.75,27.6,28.56,24.34,19.52,20.35,15.02,11.59 199 | 10.14,8.76,7.1,9.55,15.08,15.79,11.48,14.12,18.84,21.44,19.29,18.01,26.93,30.43,24.31,24.72,32.3,26.95,28.08,24.17,21.57,19.84,15.12,11.47 200 | 10.4,8.33,6.62,9.08,15.99,15.19,11.26,13.87,19.78,20.89,19.55,17.95,27.73,29.83,24.25,24.58,33.05,26.05,26.78,24.08,23.42,19.04,15.1,11.31 201 | 10.56,7.33,6.05,8.63,16.76,14.26,10.98,13.63,20.36,20.04,20,17.9,27.94,28.8,24.15,24.48,32.69,24.93,25.91,24.3,24.38,17.23,15.28,11.16 202 | 10.53,6.6,5.64,8.43,16.96,12.78,10.65,13.77,20.58,19.08,19.86,19.12,27.78,27.47,23.99,24.62,32.41,23.69,25.39,24.43,24.42,16.51,15.23,11.06 203 | 10.43,6.47,5.31,9.23,16.77,12.08,10.31,14.02,20.52,17.7,19.43,20.9,27.58,25.66,23.78,26.19,32.63,23.01,25.11,24.27,24.17,16.58,15.07,10.97 204 | 10.32,6.26,5.21,11.92,16.4,12.11,9.99,14.46,20.28,17.23,19.13,23.08,27.34,24.65,23.42,28.22,32.93,22.87,24.75,24.76,23.69,16.84,14.83,11.31 205 | 10.18,6.09,4.86,13.94,15.95,11.32,9.93,15.05,19.86,17.19,18.48,25.21,27.08,24.62,23.16,29.74,33.12,22.8,24.3,25.83,23.26,17.21,14.54,12.73 206 | 9.94,5.85,4.52,15.56,15.32,11.09,10.03,15.8,19.23,17.04,17.88,26.4,26.49,24.71,22.95,30.49,33.04,22.67,24.12,26.95,22.76,17.51,13.98,13.83 207 | 9.42,5.51,4.13,16.24,14.24,10.96,10.08,16.12,18.46,16.9,17.9,26.77,25.6,24.73,22.83,30.66,32.58,22.72,24.19,28.16,21.87,17.3,13.35,14.73 208 | 9.26,5.15,4.26,16.13,12.69,10.98,10.38,16.23,17.57,16.78,18.98,26.63,24.56,24.66,23.17,30.59,30.82,22.86,24.19,28.51,21.26,17.12,12.75,15.29 209 | 9.02,4.75,4.21,15.8,12.19,11.05,11.1,16.12,16.13,16.37,20.07,26.45,23.38,24.51,24.01,30.48,29.15,22.8,24.88,29.18,20.86,16.95,11.86,15.56 210 | 8.9,4.37,5.14,15.53,12.37,11.12,11.68,15.93,15.66,16.01,21.83,26.3,22.8,24.22,25.17,30.26,28.85,22.63,27.32,29.6,20.34,16.82,12.73,15.53 211 | 8.88,4.15,5.56,15.04,12.66,11.21,12.45,15.55,15.44,15.69,23.98,25.94,22.75,23.8,26.4,29.87,28.78,22.35,29.89,29.52,19.82,16.84,14.94,15.23 212 | 8.8,4.12,5.9,14.28,12.73,11.4,12.82,15.05,15.13,15.44,25.4,25.29,22.73,23.45,27.38,29.22,28.69,22.23,31.37,28.93,19.26,16.83,16.53,14.44 213 | 8.63,4.12,6.12,13.14,12.48,11.61,13.11,14.51,15,15.3,25.89,24.36,22.58,23.05,27.99,28.2,28.53,22.15,32.08,27.38,18.8,16.77,17.62,12.62 214 | 8.44,4.16,6.18,11.52,12.66,11.58,13.25,13.93,14.72,16.54,25.9,23.19,22.47,24.01,28.21,26.97,28.48,22.04,32,25.15,18.44,16.62,18.31,12.29 215 | 8.26,4.38,6.23,11.19,12.53,12.09,13.18,13.57,14.45,18.8,25.93,21.84,22.37,26.09,28.22,25.48,28.48,23.05,31.06,24.36,18.19,16.47,18.67,12.32 216 | 8.07,6.08,6.28,11.19,12.26,14.12,13.08,13.42,14.58,20.92,26.05,20.86,22.26,28.34,28.05,24.76,28.4,24.22,29.87,23.88,17.98,16.77,18.6,12.28 217 | 8.06,8.25,6.01,11.3,12.01,15.42,12.9,13.64,14.77,22.32,25.94,20.47,22.18,30.06,27.69,24.57,28.34,25.51,28.74,23.31,17.8,17.58,18.16,12.04 218 | 8.21,9.67,5.49,11.48,11.92,16.94,12.75,13.48,15.08,23.24,25.31,20.33,22.17,30.64,27.15,24.52,28.32,26.97,27.51,22.82,17.64,18.1,17.3,11.65 219 | 8.35,10.46,4.62,11.38,11.9,17.77,12.61,13.38,15.25,23.89,24.33,20.2,22.08,30.93,26.3,24.4,28.38,27.87,25.91,22.46,17.48,18.72,15.37,11.34 220 | 8.37,10.9,3.36,11.08,11.77,18.3,12.31,13.35,15.93,24.3,23.09,20.14,23.05,31.01,25.27,24.16,28.5,28.01,24.22,22.35,17.41,19.3,14.76,11.12 221 | 8.3,11.14,2.96,10.65,12.81,18.65,12.12,13.3,18.24,24.82,21.65,19.97,24.89,31.01,24.29,23.73,30.32,27.77,23.44,22.69,17.44,19.7,14.44,10.91 222 | 9.05,11.13,2.62,10.27,15.62,18.97,11.89,13.35,20.33,25.11,21.23,19.78,26.98,30.76,23.99,23.37,33.42,27.46,23.02,23.48,18.71,19.76,14.26,10.87 223 | 10.42,10.8,2.34,10.34,17.3,18.65,11.69,13.4,22,24.96,21.39,19.98,28.38,30.23,23.83,23.07,36.15,27.04,22.74,23.81,20.26,19.35,14.2,11.03 224 | 11.35,10.08,2.15,10.62,18.41,18.14,11.37,13.4,22.73,24.32,21.51,20.1,29.1,29.44,23.69,22.85,37.22,26.33,22.47,23.45,21.27,18.51,14.02,11.1 225 | 11.84,8.41,1.99,10.7,18.74,17.18,11.36,13.32,22.98,23.25,21.39,20.22,29.26,28.45,23.57,22.73,37.31,25.23,22.22,22.81,21.68,16.79,13.71,11.15 226 | 12.02,7.74,1.84,10.62,19.14,16.29,11.27,13.52,22.94,21.82,21.25,21.54,29.19,27.3,23.4,23.05,37.19,23.95,22.09,22.33,21.76,16.11,13.4,11.09 227 | 12.07,7.83,1.8,10.94,19.61,15.82,11.22,14.04,22.69,19.98,21.23,23.65,29.08,25.98,23.16,24.69,36.88,23.12,21.98,22.33,21.46,16.16,13.08,10.94 228 | 12.21,7.73,2.05,12.24,19.76,15.44,11.19,14.4,22.52,19.26,21.08,26.5,28.91,25.27,22.99,27.5,36.4,23.08,21.98,24.52,20.98,16.23,12.76,11.65 229 | 12.12,7.58,2.37,12.94,19.69,15.09,11.1,14.85,22.48,19.84,20.75,28.18,28.54,25.36,22.84,29.51,35.82,23.15,21.98,27.19,20.47,16.08,12.55,13.98 230 | 11.66,7.44,2.54,13.45,19.12,14.8,11.08,15.51,22.34,20.03,20.27,28.88,27.92,25.56,22.73,30.23,34.95,23.15,21.85,29.36,19.93,15.72,12.4,15.65 231 | 9.88,7.26,2.67,13.51,17.79,14.54,10.97,16.17,21.85,19.98,19.98,29.02,27.08,25.34,22.58,30.26,33.46,23.05,21.69,30.41,19.04,15.47,12.23,16.71 232 | 8.98,7.18,2.98,13.47,16.55,14.3,11.08,16.55,20.64,19.69,20.99,28.9,26.12,24.9,23.23,29.94,31.4,22.93,21.47,30.87,18.62,15.26,12.01,17.28 233 | 8.68,7.16,3.33,13.51,16.44,13.82,12.04,16.49,18.62,19.51,22.64,28.69,24.85,24.54,24.05,29.58,29.74,22.84,22.01,30.93,18.5,15.06,11.8,17.57 234 | 8.46,7.15,4.65,13.56,16.65,13.63,12.71,16.33,18.04,19.39,23.89,28.5,23.83,24.36,25.28,29.17,30.08,22.77,23.43,30.75,18.41,14.87,13.19,17.54 235 | 8.33,7.1,5.3,13.57,16.86,13.48,13.79,16.51,18.02,19.3,24.93,28.23,23.73,24.38,26.51,28.53,30.8,22.69,25.15,30.39,18.37,14.78,15.87,17.26 236 | 8.24,7.01,5.88,13.35,17.19,13.42,14.78,16.76,18.27,19.12,25.64,27.78,23.78,24.68,27.44,27.73,30.71,22.64,26.77,29.92,18.4,14.76,17.66,16.58 237 | 8.1,6.96,6.33,12.8,17.64,13.44,15.44,16.21,18.39,18.72,25.77,27.06,23.76,25.09,27.98,26.66,29.5,22.58,27.73,28.5,18.47,14.73,18.83,15.71 238 | 7.9,6.92,6.7,11.78,17.86,13.39,15.81,15.13,18.12,19.58,25.69,26.21,23.75,26.23,28.07,25.41,28.61,22.48,27.81,26.26,18.75,14.69,19.59,15.17 239 | 7.73,6.96,7.01,11.78,17.76,15.12,15.94,13.97,17.9,21.66,25.57,24.98,23.69,27.76,27.87,24.3,28.07,23.55,27.42,25.27,19.17,14.72,19.86,14.23 240 | 7.64,8,7.16,11.89,18.12,17.3,15.88,13.56,17.71,23.49,25.23,23.99,23.59,29.3,27.6,23.94,27.75,24.44,26.87,24.78,19.48,14.95,19.75,13.01 241 | 7.64,9.32,6.93,11.8,18.4,18.83,15.66,13.28,17.47,25.13,24.8,23.69,23.48,30.54,27.23,23.86,27.57,25.72,26.15,24.28,19.13,15.12,19.32,12.17 242 | 8.07,10.26,6.32,11.43,18.05,19.75,15.3,13.04,17.37,25.9,24.37,23.39,23.32,31.26,26.6,23.6,27.4,26.83,25.13,23.87,18.75,15.16,18.22,11.54 243 | 8.18,11.02,5.36,11.12,17.9,20.04,14.87,12.49,17.3,26.13,23.62,23.17,23.13,31.63,25.78,23.32,27.11,27.55,23.76,23.52,18.55,14.93,16.03,11.24 244 | 8.19,11.58,3.86,11.08,17.19,19.94,13.98,12.05,18.12,26.08,22.57,23.15,24.39,32.06,24.83,23.15,26.9,27.82,22.19,23.3,18.38,14.88,15.67,11.37 245 | 8.37,11.99,3.16,11.12,17.77,19.83,12.66,11.71,21.08,25.78,21.12,23.37,26.26,32.37,23.82,23,28.05,27.66,21.51,23.29,18.3,14.89,15.56,11.65 246 | 9.49,12.15,2.65,10.99,19.9,19.73,12.24,11.33,23.61,25.26,19.94,23.37,27.93,32.23,23.47,22.85,29.35,27.16,21.46,23.39,18.76,14.8,15.05,11.77 247 | 10.9,11.98,2.2,10.83,21.61,19.55,11.91,11.05,24.88,24.52,19.43,23.59,28.94,31.77,23.18,22.73,30.64,26.57,21.25,23.36,19.35,14.58,14.48,11.66 248 | 11.26,11.39,1.87,10.64,23.68,19.11,11.55,10.81,25.19,23.6,19.01,23.5,29.36,31.12,23.22,22.58,32.01,25.99,21.19,23.31,19.58,14.29,14.1,11.52 249 | 11.63,9.77,1.85,10.44,25.48,18.18,11.12,10.79,25.3,22.39,18.82,23.46,29.32,30.09,23.1,22.35,32.4,25.09,21.02,23.29,20.01,13.77,13.81,11.36 250 | 11.99,9.08,2.07,10.24,25.79,16.57,10.77,11.57,25.23,20.93,18.5,24.63,29.29,28.8,22.91,22.52,32.28,24.07,20.73,22.96,20.37,13.37,13.69,11.24 251 | 12.35,9.01,2.23,10.92,25.47,15.81,10.56,14.21,25.14,19.4,17.85,26.65,29.3,27.6,22.7,24.04,31.99,23.38,20.37,22.94,20.57,13.33,13.72,11.1 252 | 12.57,8.83,2.31,12.65,24.09,15.65,10.48,15.83,24.95,18.4,17.31,28.19,29.24,27.23,22.48,25.85,31.56,22.94,20.4,25.05,20.36,13.26,13.76,11.9 253 | 12.45,8.68,2.37,13.61,22.3,15.37,10.46,16.81,24.69,18.04,16.85,29.19,29.07,27.4,22.3,27.58,30.96,22.62,20.64,27.69,19.95,13.14,13.75,14.19 254 | 11.91,8.61,2.55,14.4,20.51,15.21,10.45,17.57,24.26,17.78,16.52,29.74,28.71,27.35,22.19,28.48,30.14,22.43,20.69,29.83,19.49,13.16,13.65,16.36 255 | 10.91,8.77,2.8,14.81,19.14,15.26,10.46,18.23,23.55,17.69,16.66,29.94,27.9,26.79,22.08,28.84,29.06,22.27,20.81,30.64,18.83,13.25,13.59,17.84 256 | 10.61,8.82,3.17,15.21,18.43,15.4,10.63,18.63,22.37,17.6,18.26,29.96,26.73,26.01,22.6,28.73,27.61,22.06,20.98,30.94,18.62,13.33,13.38,18.4 257 | 10.65,8.48,3.36,15.33,18.13,15.44,12.8,18.72,20.25,17.51,19.56,29.86,25.15,25.41,23.8,28.49,26.22,21.82,21.47,30.76,18.58,13.46,13.13,18.46 258 | 10.5,8.2,4.68,15.18,17.77,15.4,14.48,18.28,20.05,17.18,20.87,29.59,23.89,25.43,26.02,28.19,25.92,21.69,22.51,30.24,18.52,13.56,14.45,18.19 259 | 10.39,7.71,5.9,14.78,17.41,15.02,15.84,17.59,20.71,16.78,21.95,29.15,23.26,25.96,27.64,27.69,26.26,21.76,23.87,29.46,18.46,13.57,17.14,17.61 260 | 10.48,7.54,7.06,14.25,17.4,14.15,16.8,17.03,21.15,16.26,22.78,28.51,22.85,26.24,28.64,26.93,26.15,21.97,25.22,28.12,18.4,13.54,18.91,16.58 261 | 10.23,7.48,8.05,13.31,17.26,13.32,17.36,16.4,21.19,15.74,23.56,27.69,22.63,26.4,29.03,25.93,25.58,22.13,26.19,25.96,18.4,13.51,20.12,14.96 262 | 9.8,7.53,8.55,11.36,17,12.65,17.61,15.41,21.07,16.81,24.12,26.68,22.5,27.06,28.98,24.71,25.13,22.14,26.66,23.81,18.47,13.48,20.74,14.13 263 | 9.54,7.91,8.75,10.85,16.94,13.8,17.57,14.51,20.96,17.98,24.57,25.29,22.3,28.54,28.72,23.54,24.89,23.56,26.65,23.51,18.6,13.53,21.05,13.01 264 | 9.33,8.65,9.33,10.74,16.98,14.41,17.33,14.31,20.94,19.3,24.91,24.3,22.13,30.03,28.43,22.9,24.88,26.22,26.48,23.44,18.69,14.51,20.8,12.12 265 | 9.54,9.87,9.76,10.57,16.7,14.45,16.89,14.1,21.05,20.53,24.92,24.18,22,31.25,28.02,22.65,24.94,28.7,26.23,23.13,18.62,15.53,20.3,11.52 266 | 9.68,10.73,9.63,10.08,16.05,14.55,16.26,14.06,21.1,21.57,24.46,24.12,21.87,32.29,27.51,22.54,25.37,30.65,25.71,22.76,18.81,16.04,19.03,11.23 267 | 9.77,11.51,8.59,9.66,15.08,14.86,15.45,14.06,21.08,22.3,23.6,24.1,21.77,33.09,26.75,22.51,25.73,31.42,24.51,22.48,18.93,16.76,17.37,11.25 268 | 9.87,11.99,7.9,9.64,14.17,15.04,14.24,13.81,21.48,22.62,22.9,24.02,23.21,33.04,25.75,22.4,25.65,31.43,22.73,22.15,18.94,17.41,16.94,11.38 269 | 9.94,12.21,8.26,9.87,14.38,15.33,12.98,13.64,23.31,22.66,21.76,24.1,24.92,32.72,24.74,22.26,26.65,31.07,21.73,21.99,19,17.77,16.63,11.44 270 | 10.4,12.23,8.61,9.95,15.02,15.27,12.61,13.4,25.11,22.47,21.34,24.15,26.63,32.11,24.2,22.13,28.23,30.47,21.54,22.02,19.62,17.83,16.39,11.45 271 | 11.38,12.04,8.85,9.7,16.4,15.04,12.39,13.07,26.25,22.06,21.26,24.03,27.94,31.38,23.93,22.05,29.65,29.72,21.53,21.98,20.68,17.62,16.24,11.41 272 | 11.75,11.71,9.27,9.32,17.76,14.63,12.15,12.62,27.24,21.45,21.17,23.85,28.55,30.5,23.82,22.18,30.49,28.79,21.61,21.96,21.31,17.11,16.25,11.32 273 | 12.19,11.44,9.72,9.14,18.54,13.98,11.9,12.33,27.8,20.65,21.05,23.6,28.71,29.32,23.73,22.27,30.89,27.45,21.4,22.13,21.79,15.5,16.36,11.12 274 | 12.39,11.42,10.33,9.18,18.7,12.82,11.9,12.75,27.94,19.64,20.96,24.72,28.65,28.05,23.65,22.53,30.95,25.62,20.98,22.17,22.01,14.9,16.5,10.95 275 | 12.65,11.03,10.82,9.96,17.91,12.16,11.85,14.83,27.82,18.27,21.02,26.8,28.58,26.93,23.53,23.73,30.69,24.72,20.73,22.26,22,14.91,16.79,11.18 276 | 12.73,10.89,11.01,12.57,16.73,11.69,11.65,16.85,27.36,17.19,20.3,28.46,28.51,26.65,23.44,26.17,30.4,24.81,20.82,23.08,21.76,14.84,17.12,12.21 277 | 12.62,10.74,10.75,14.48,15.73,11.31,11.46,18.51,26.72,17.04,19.87,29.47,28.33,26.69,23.33,28.48,30.12,25.11,20.9,24,21.34,14.74,17.08,13.86 278 | 12.44,10.61,10.05,15.53,15.05,11.04,11.3,19.34,26.08,16.8,19.42,30.07,28.01,26.58,23.32,29.54,29.48,25.37,20.81,24.91,20.76,14.61,17.44,15.69 279 | 11.6,10.18,9.87,16.51,14.34,10.89,11.25,19.68,25.23,16.56,19.25,30.29,27.3,26.34,23.31,29.9,28.36,25.44,20.8,25.69,19.33,14.55,17.6,17.51 280 | 11.19,9.9,9.9,17.08,13.76,10.8,11.63,19.77,23.87,16.41,20.73,30.25,26.31,25.89,24.01,29.89,26.94,25.58,20.79,26.15,18.37,14.6,17.44,17.99 281 | 11.12,9.8,10.01,17.16,13.6,11.23,13.75,19.69,22.11,16.34,23.23,30.08,24.9,25.28,25.74,29.72,25.77,25.9,21.18,26.19,18.15,14.66,16.84,18.15 282 | 10.86,9.83,11.01,16.83,13.43,11.73,15.94,19.5,22.02,15.87,25.23,29.81,23.7,24.76,27.67,29.37,25.37,26.15,22.32,25.91,17.91,14.74,17.19,17.97 283 | 10.59,10.01,11.73,15.7,13.23,11.91,17.5,19.15,22.23,16.05,26.54,29.43,23.04,24.55,29.01,28.94,25.15,26.21,23.41,25.32,17.65,14.81,18.76,17.42 284 | 10.41,10.2,12.23,14.63,13.05,11.94,18.27,18.61,22.67,15.38,27.34,29,22.87,24.51,29.78,28.37,24.94,26.15,24.77,24.4,17.42,14.8,19.43,16.44 285 | 10.37,9.9,12.8,13.65,12.95,11.87,18.65,17.85,23.23,15.51,27.75,28.43,22.73,24.6,30.04,27.66,24.71,25.98,26.12,23.23,17.24,14.82,19.68,15.32 286 | 10.4,9.38,13.09,12.67,12.88,11.91,18.74,16.71,22.86,16.44,27.97,27.63,22.73,25.4,30.04,26.71,24.62,25.73,26.68,22.19,17.25,14.79,19.77,14.93 287 | 10.34,9.18,13.21,12.72,12.77,12.33,18.68,14.87,21.77,16.94,28.12,26.03,22.78,26.76,30.05,25.64,24.47,26.21,26.58,21.8,17.37,14.58,20.32,14.17 288 | 10.3,10.3,13.05,13.05,12.77,12.62,18.41,14.15,20.8,17.89,28.09,24.51,22.94,28.73,29.93,25.27,24.2,27.91,26.08,21.66,17.45,15.05,20.71,13.38 289 | 10.33,12.12,13.01,13.26,13.12,13.01,18.04,13.95,20.29,19.01,27.81,23.82,23.08,30.07,29.55,25.58,23.92,28.94,25.15,21.62,17.48,16.03,20.61,12.48 290 | 10.41,13.21,12.94,13.3,13.31,13.48,17.4,13.94,20.23,19.7,27.28,23.3,23.06,30.75,28.92,26.01,23.71,29.64,24.34,21.5,17.46,16.49,19.34,11.89 291 | 10.69,13.77,12.76,13.49,12.91,13.9,16.44,13.92,20.41,20.12,26.5,22.94,23.31,31.19,27.99,26.06,23.62,30.13,23.3,21.32,17.42,16.9,18.66,11.62 292 | 10.64,14.29,12.22,13.49,12.44,14.47,15.06,13.86,21.33,20.34,25.39,22.62,24.7,31.49,26.74,25.92,23.65,30.48,21.98,21.22,17.42,17.15,18.33,11.43 293 | 10.52,14.45,11.9,13.3,13.02,15.08,13.3,13.77,24.01,20.42,23.31,22.33,26.77,31.78,25.12,25.65,24.53,30.66,21.42,21.15,17.54,17.12,18.11,11.31 294 | 11.19,14.21,11.74,13.2,14.05,15.28,12.8,13.73,26.24,20.33,22.17,22,28.73,32.12,24.16,25.4,25.9,30.7,21.23,21.14,18.9,16.83,18.07,11.19 295 | 11.93,13.65,11.51,13.21,14.75,15.26,12.64,13.8,27.43,20.05,21.7,21.67,30.13,32.33,23.87,25.24,27.46,30.59,21.16,21.11,21.09,16.42,18.01,10.99 296 | 12.12,12.76,11.12,13.01,15.28,15.05,12.87,13.92,27.68,19.51,21.1,21.39,30.49,32.23,23.75,25.37,28.49,30.12,21.03,21.03,22.48,15.9,18.02,10.81 297 | 12.21,10.89,10.62,12.9,15.8,14.48,13.15,14.16,27.82,18.79,20.48,21.27,30.26,31.83,23.64,25.33,28.99,29.23,20.8,21,23.15,15.36,17.95,10.79 298 | 12.64,10.03,10.32,12.95,16.05,13.38,13.24,14.69,28.02,17.9,19.96,22.98,29.85,30.85,23.78,25.57,29.12,27.07,20.71,20.89,23.44,15.3,18.27,11.21 299 | 13.44,10.12,10.27,13.55,16.25,12.44,13.3,16.11,28.3,16.92,19.49,25.07,29.58,29.14,23.91,27.73,29.07,25.94,20.47,20.91,23.42,15.34,18.66,11.68 300 | 13.72,10.01,10.3,14.73,16.25,12.69,13.29,17.64,27.87,16.48,19.01,26.98,29.37,28.11,23.95,30.62,28.84,25.94,20.3,22.05,23.13,15.33,19.09,12.3 301 | 13.55,9.44,10.22,16.1,16.03,12.74,13.2,19.06,27.11,15.89,18.64,28.37,28.98,27.84,24.08,33.17,28.37,26.12,20.24,24.05,22.6,15.23,19.19,13.04 302 | 13.05,9.45,10.11,17.24,15.62,12.9,13.12,19.68,26.31,15.68,18.41,29.12,28.49,27.47,24.31,34.12,27.61,26.22,20.21,25.68,21.77,15.07,19.15,13.69 303 | 11.73,9.77,10.12,17.65,15.07,13.12,13.04,19.76,25.77,15.35,18.15,29.37,27.79,26.75,24.6,34.5,26.53,26.23,20.13,26.43,19.84,14.9,19.21,14.37 304 | 11.35,9.79,10.04,17.72,14.12,12.9,13.23,19.68,24.52,15.27,19.26,29.3,27.04,26.12,25.37,34.31,25.13,26.23,19.99,26.57,18.43,14.82,19.21,15.05 305 | 11.28,9.8,10.22,17.34,13.81,12.83,15.53,19.6,23.05,15.22,21.06,29.08,25.76,25.78,27.13,33.77,23.78,26.19,20.35,26.39,18.13,14.62,19.26,15.7 306 | 11.08,9.67,11.98,17.39,13.79,12.55,17.58,19.55,23.03,15.18,22.67,28.8,24.68,25.61,28.83,33.17,23.4,25.97,21.71,26.02,17.9,14.5,19.76,16.01 307 | 10.73,9.91,13.36,17.64,13.76,12.19,19.4,19.37,23.26,14.91,23.76,28.44,24.76,25.54,29.8,32.51,23.35,25.69,23.27,25.47,17.8,14.5,20.62,15.94 308 | 11.19,10.3,14.44,17.37,13.56,12.41,20.12,19.01,23.1,14.57,24.5,27.9,24.94,25.57,29.95,31.76,23.34,25.39,24.57,24.65,17.87,14.37,21.32,15.48 309 | 11.49,10.06,15.05,16.01,13.15,12.42,20.24,18.36,22.64,14.12,24.97,27.08,24.65,25.62,29.75,30.9,23.27,25.15,25.48,23.46,18,14.19,22.06,14.07 310 | 11.44,9.86,15.23,13.8,12.88,12.42,20.26,17.19,22.15,15.23,25.22,26.05,23.98,26.35,29.71,29.6,23.13,24.98,25.83,21.91,18.12,13.92,22.16,13.76 311 | 11.45,9.64,14.99,13.11,12.7,13,20.08,15.55,21.58,17.02,25.28,24.67,23.36,27.73,29.83,27.83,22.96,26.08,25.89,21.37,18.18,13.84,22.11,14.02 312 | 11.45,11.01,14.61,12.87,12.49,13.54,19.74,15.34,21.2,18.48,25.15,23.33,22.97,29.21,29.74,28.1,22.85,29.06,25.8,21.05,18.07,14.41,21.59,14.44 313 | 11.31,11.75,14.31,13,12.33,14.04,19.42,15.2,21.1,19.3,24.71,22.76,22.77,30.3,29.39,28.56,22.83,31.69,25.43,20.86,17.97,15.43,20.46,14.04 314 | 11.44,12.08,14.01,13.11,12.26,14.48,19.13,14.89,21.1,19.9,23.99,22.4,22.82,30.78,28.79,28.6,22.79,33.08,24.67,20.8,17.94,16.27,18.82,13.22 315 | 11.46,12.55,13.47,12.96,12.24,14.75,18.65,14.69,21.26,20.5,23.08,22.11,23.08,30.79,28.08,28.44,22.76,33.56,23.54,20.83,18.06,17.21,17.12,12.32 316 | 11.59,13.02,13.15,12.68,12.08,14.94,17.26,14.67,22.51,20.9,21.84,21.81,24.33,30.74,27.21,28.26,22.77,33.5,22.09,21.01,17.94,17.89,16.34,11.63 317 | 11.79,13.32,13.1,11.98,12.83,15.9,15.71,14.42,25.05,21.19,20.25,21.55,26.28,30.94,26.05,28.11,24.03,33.18,21.51,21.14,17.83,18.32,15.8,11.15 318 | 12.06,13.27,12.88,11.73,14.8,16.71,15.57,14.02,27.17,21.23,19.16,21.33,28.37,31.12,25.87,28.05,25.84,32.65,21.44,21.05,18.73,18.36,14.83,10.89 319 | 12.8,13.08,12.33,11.53,16.42,17.12,15.3,13.7,29.27,21,19.14,21.14,30.4,30.87,25.78,28.05,27.58,31.97,21.55,20.89,20.68,18.08,14.4,10.69 320 | 13.41,12.65,11.86,11.65,17.61,17.27,14.76,13.4,30.76,20.4,18.64,20.92,30.94,30.32,25.78,28.15,28.9,31.19,21.69,20.8,22.07,17.48,14.15,10.68 321 | 14.06,11.58,11.68,11.61,18.23,17.01,14.29,13.62,31.91,19.48,18.79,20.84,30.9,29.28,25.63,28.37,29.65,30.23,21.76,20.76,22.72,16.05,13.9,10.63 322 | 14.62,11.17,11.65,10.97,18.23,15.69,13.92,14.51,32.65,18.34,18.62,22.38,30.63,28.11,25.48,28.87,29.92,28.44,21.76,20.65,22.91,15.44,13.68,10.54 323 | 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1261.1,943.48,4716.3,376.84,965.4,1611.7,2989.1,366.68,1834.6,494.08,3481.2,329.12,990.6,2023,739.6,269.44,1621.2,524.36,3332.4,430.48,621.64,3488.9,2865.2,442.28 11 | 703.08,1505,4076.6,1109.9,1520.2,2135.6,2241.4,384.8,3348,583.92,3262,270.52,796.56,705.08,364.6,279.76,2374.7,690.6,1510.4,517.84,565.6,1910.7,867.64,390.32 12 | 3182.3,847.72,3225.2,498.8,3550.2,655.68,365.16,425.8,1745.9,619.04,1453.9,343.8,741.44,577,379.32,160.68,2038.2,521,556.76,542.6,586.08,1280.8,555.96,380.92 13 | 2472.2,1795.1,2573.7,371.68,1308.3,638.12,349.52,1022,1717.9,991.6,306.4,1905.8,417.24,1741.3,350.44,262.48,1900.8,553.04,1128.7,2693.9,612.64,3297,430.48,994.32 14 | 3537.4,2392.5,1226.4,429.04,394.8,1530,351.92,2379.5,964.36,2116.2,374.52,2049.1,1643,2015.3,345.84,186.56,1443.4,1390.2,440.12,3413.1,577.76,3799.5,451.56,2375.7 15 | 2183.2,3010.8,568.32,1438.3,1797.9,2460.2,409.28,2008,383.12,2205.3,344.28,1530.8,1947.4,1594.5,367.48,245.72,526.64,1880,369.6,2400,630.64,4522.4,419.2,3189.1 16 | 1259,3593.8,526.44,2035,2616.4,1572.6,333.8,1698.7,377.44,2964.1,331.16,1600.5,1235,1686.2,362.08,274.76,564.6,1787.3,434.52,2309.1,584.12,3057.6,455.48,1797.2 17 | 1015,2492.7,478.76,2377.1,1780,693.2,354.84,1466.3,454.88,3473.2,331.4,589.8,478.52,1834.8,317.04,185.2,501.24,1838.5,387.6,1705.4,1043.1,1424.6,423.8,2352.2 18 | 2480.6,516.24,524.36,1811,531.28,436.08,378.84,379.96,477.44,4008.6,300.84,430.8,412.12,1498.9,306.08,221.56,524.84,288.4,434.68,1720.3,1303.8,801.6,1269.1,1944.3 19 | 3456.3,501.28,1186.7,1487.6,332.76,339.56,1558,424.84,1671.8,1274.6,1337.8,431.64,640.32,994.52,360.4,197.4,298.36,331.52,1743.6,461.68,612.32,768.64,1074.9,2049 20 | 3608.7,449.08,3623.2,1178.4,1165.4,341.44,2402.8,437.24,1796.2,1691.4,2810.1,574.24,1519,452.36,377.52,280.24,337.32,354.72,2548,485.68,584.32,518.08,2624,1825.4 21 | 3447.7,437.8,2034.7,3868.2,1645.3,324.36,2031,395.28,3161.7,1792.2,2396.3,471.36,1179.4,354.6,753.92,225.44,333.76,262.04,1932.1,490.64,600.68,336.68,2946.7,714.28 22 | 3245.8,469.56,565.16,1705.5,972.8,394.48,1851.8,394.6,1881.2,368.64,2393,1201.4,1710.6,383.4,897.92,189.64,1194.2,322.4,3192.2,582.36,594.84,371.08,1714.2,469.24 23 | 1591.8,462.68,524.96,922.6,674.6,393.88,1793.2,460.04,2546.3,405.2,768.36,599.28,2034.2,1078.3,295.48,263.48,2451.8,680.4,1662.7,467.28,574.12,738.76,1953.5,958.88 24 | 475.04,611.04,803.08,3453.2,731.64,320.2,1639.8,433.08,2942,302.16,663.92,578.92,1000.7,370.44,328.64,171.48,1195,687.4,941.08,662.32,620.64,646.8,1799,1734.7 25 | 454.04,1701.6,828.28,4109.3,653.52,1407.9,1607.5,1257.4,3467.9,282.16,599.56,489.32,342.32,1754.1,364.08,273.16,426.64,560.04,1150.6,1738.1,586.76,808.24,1984.4,3754.8 26 | 426.16,1261.1,1389.5,3997.2,662.04,2198.8,1032.6,837.08,2837,420.56,777.32,975.44,364.12,1736.3,361.04,256.04,332.64,2579.1,337.44,2783.5,615.44,3012.1,2014.5,3797.4 27 | 390.68,3614.4,1875.9,4647.9,745.8,2311.6,413.56,3644.3,806.32,667.44,641.88,1969.6,312.32,1648,357.44,157.16,399.2,1722.6,430.68,5974.9,574.64,2122.1,1879.4,3555.8 28 | 440.52,2357,1904.7,4095.9,672.24,2448.4,390.76,4671.4,576.08,733.56,801.08,2622.6,373.44,987.48,263.44,277.68,361.68,1625.6,380.24,3623.1,1744,1628.9,597.48,3742.4 29 | 1043.1,1734.5,2002.7,3250.5,667.04,1767.2,852.92,2131.8,454.52,1981.5,543.12,2529,302.2,720.6,343.52,260.8,329.96,3526,422.72,2352.6,592.16,1611.7,794.04,2355.9 30 | 435.92,1686.2,815.32,2291.1,1714.8,1714.4,466.44,654.64,471.04,2308.8,481.2,449.36,352.64,754.32,378.96,165.8,344.16,1802.8,437.12,490.44,621.56,1660.2,2049.6,1124.6 31 | 1358,1739.8,804,1162.8,663.4,1631.7,1415.8,494.04,544.72,2154,468.88,331.84,1872.8,569.72,336.44,258.32,356.44,1441.9,363.52,385.96,581.6,1601.6,2448.6,383.84 32 | 2568.9,1554.7,1315.4,791.56,667.2,477.4,3227.1,403.04,465.24,1573.8,1582.8,289.12,1775.8,741.64,335.76,199.4,1375.8,584.68,838.88,448.96,584.32,1640.1,1297.3,369.44 33 | 1951.8,643.84,357.04,763.76,704.72,1956.1,1954.2,396.8,463.08,452.48,775.12,301.88,1147.2,986.88,1126.4,245.12,1221.1,644.12,2381.6,380.44,600.28,1641.8,2596.7,376.8 34 | 1836.2,557.96,1145.7,785.24,666.24,2074.5,4087.6,418,1109.5,324.32,818.76,361.28,376.4,771,494.72,256.96,334.08,324.16,1385.6,447.96,583.24,883.4,2797.8,355.4 35 | 1944.8,609,1404.3,659,686.32,4465.3,2806.2,654.12,2953.2,339.4,1227.4,243.24,386.36,823.2,350.76,199.96,1369.5,1998.9,1786.7,379.68,620.44,319.24,1295.2,405.36 36 | 1809.5,678.6,2214.5,340.56,718.48,2164.9,2123.9,915.68,2280.2,1014.1,405.04,332.2,351.84,1475.3,340.12,217.6,2077.6,1595.1,1776.8,1220,568.92,831.64,551.84,1031.6 37 | 1659.5,1096.5,1005.3,362.4,676.44,1773.5,362.92,872.56,899.64,922.64,257.08,1681,261.92,723.16,279.72,271.56,1778.6,390.56,453.96,1599.3,1260.6,1365.8,389.8,1715.6 38 | 1729.2,2666.1,999.8,807.48,671.52,2389.5,333.36,1899.4,484.16,2118.8,393.6,2316,1202.1,714.04,345.84,216.96,1396,637.64,479.96,3838,1214.8,1598.8,657.68,3128.2 39 | 1157.3,3322.8,346.48,1063.4,706.76,2412.1,481.68,2165.9,388.84,5076.8,252.72,2173.6,385.6,2138.8,313.24,211,1068.8,2764.8,387.8,1925.8,636.8,2822.5,946.84,3108 40 | 489.92,1697.1,359.64,941.28,1613.6,2107.6,1103.8,1743,448.72,5359.8,1257,2229.4,333.76,2483.3,383.76,195.92,378.08,2992.4,428.76,1804.3,601.6,1844.1,384.24,2040.4 41 | 462.2,1003.9,337.24,2809.7,908.76,2387.9,311.52,3742.8,437.72,3455.5,422.32,2457.8,383.8,2093.7,333.44,261.2,388,2026.2,350.44,1948.2,604.96,1269.9,417.16,1645.6 42 | 652.08,589.04,341.64,1663.4,1987.9,548.52,325.76,3943.5,420.72,1059.4,340.6,2980,371.92,476.52,254.88,178.44,2034.9,529.2,436.36,1966.9,889.44,430.6,389.56,1606.6 43 | 1364.9,528.4,374.44,2483.5,1547.5,423.28,1869.7,4018.4,440.24,447.8,1058.7,1048.8,362.56,311.88,364.08,264.88,810.56,368.6,942.48,1020.7,574.48,438.96,1492,1600.6 44 | 2024.7,441.68,510.76,1224.8,687.52,356.44,2419.3,1837.4,407.2,299.76,2251.7,571.24,1172.4,361.52,331.12,244.64,2897.7,266.72,2710.7,587.52,627.96,412.12,2812.8,1639.9 45 | 1555.8,450.64,3020.4,4703.6,681.92,361.8,1759.9,1845.2,1192.1,275.36,2002.6,1039.8,965.68,313,1205.6,162.8,2199.6,351.96,2410.9,692.16,576.6,428.6,3217.4,1658.1 46 | 1831,505.4,2119.2,1568.2,716.92,400.92,1687.3,798.92,389.8,389.88,2030.3,911.28,4387.4,364.44,560.92,266.04,2515.8,282.44,2364.2,871.52,625.96,378.44,2838.1,1169.4 47 | 2715.9,1284.8,1872.2,597.44,683.28,442.68,1641.1,721.08,3031.1,273.76,1544,4383.2,2969.6,358.04,302.4,217.92,2467.6,323.96,2334.3,867.24,576.92,749,1691.2,355.2 48 | 2580,440.2,2022.3,785.72,707,397.52,1073,416.84,823,405.76,1939.2,1911.1,1213.1,923.2,340.68,219.48,818.6,332,1718.4,1167.8,1748.7,969.52,1719.2,316.52 49 | 531.2,1240.4,1925.9,2202.4,739.84,1857,328.96,385.68,882.88,1511.9,789.24,663.04,422.48,309.08,313.24,264.8,373.96,2107.3,1107.8,2213.2,589.4,1334.3,1097.4,668.4 50 | 450.32,3071.9,1684.2,2688.8,711.32,2364.1,387.72,682.88,1096.8,2718.4,456.48,3696.5,355.84,684.12,378.24,206.96,372.48,3018.8,363.76,3247.7,603.64,3917.2,923.32,2407.4 51 | 1350,3673.4,2730.4,4583.9,1778.4,2426.8,326.76,2529.8,837.08,1549.9,313.96,2067.9,365.6,417.64,256,233.44,318.12,2184.4,450.56,4758.6,567.56,2602.8,1902,3173.4 52 | 421.76,2491.3,2366.5,3695.8,731.16,2322.8,583.08,2378.2,459.6,1596.5,480.6,2016.4,324.08,698.04,330.88,267.36,342.56,2017.6,384.48,3642.5,597.56,2526.3,654.96,2140.4 53 | 447.28,1736.6,3941.4,1487.1,676.16,887.52,507.12,2768.2,398.52,1558.1,1153.9,2236,340.88,2312.6,346.52,198.44,329.04,324.56,367.48,3359.5,583.68,1996.4,877.2,1965.8 54 | 403.52,1706.6,2681.7,495.68,674.24,735.2,572.24,1216.4,443.16,449.04,254.68,1629.4,372.16,3210,346.16,215.96,1106.6,280.52,496.96,6009.8,566.8,2012.2,2279.8,1476.7 55 | 975.72,1725.5,3343.4,360.16,732.36,1263.8,748.24,828,445.96,318.88,377.2,470.36,1381.2,1758.8,356.2,283.44,323.52,603.32,477.8,6186.6,609.64,1650.1,3370,1338.1 56 | 1057.1,1279.7,7795.2,505.52,1215,393.24,1536.5,410.68,405.2,260.96,2568.1,346.24,1803.2,1670.1,241.24,205.64,2215.7,564.48,2392,6910.9,576.4,1681.8,1798.8,397.24 57 | 2371.2,1980.1,5626.8,859.24,1030.1,442.72,1645.6,442.92,667.28,365.28,4190.6,339.6,1407.6,3146.8,973.88,224.24,1745.1,1292.1,4274.9,1435.2,602.8,922.56,1594.2,420.52 58 | 957.4,1809.8,4067.1,356.2,551.96,424.84,1632.6,488.36,868.88,275.44,2468.4,339,583.28,1664.6,852.56,196.8,1749.8,1126,3458.3,543.92,1234.6,444,1619.1,381 59 | 693.2,1818.4,5203,343.92,565.4,805.24,561.84,389.72,1125.8,274.64,3048.3,245.72,484.32,1588.7,318.48,255.28,1315.2,383.84,2244.6,374.32,1105.9,393.76,1586.8,380 60 | 2118.6,1964.8,4133.8,371.56,521.2,704.04,375.08,1062.2,569.96,304.04,2105.1,359.76,283.36,1357.4,366.56,246.12,2034.2,742.8,1214.7,467.64,574.84,560.96,443.64,428.8 61 | 1638.8,2981.3,3350.3,1657.5,1889,824.2,380.08,534.64,781.32,327,976.4,1703.9,1253.6,403.2,271.04,192.84,1005.8,919.84,2363.4,370.12,634.04,1670.4,393.92,1040.6 62 | 553.84,4245.7,2114.2,3250.1,1533.2,2294.7,1157.4,756.2,828.96,441.68,348.92,2451.4,363.8,653.2,330.12,264.4,1992.4,2059.2,2332.2,423.44,586.08,3219.3,382.88,3050 63 | 428,2245.6,1912.8,1626.8,1643.9,3447.8,328.64,625.48,711.64,2131.2,326.2,1873.4,304.52,733.12,341.88,217.84,1868.3,3753.5,1768.5,677.12,640.44,1745.3,441.36,1979.7 64 | 789.32,2243.1,476.52,1656.3,1884.7,1652,372.36,2506.6,1755.2,2098.7,319.8,2076.8,307.92,699.56,349.4,210.68,1809.1,3047.5,1908,3398.8,597.44,1980,1158.6,1689.9 65 | 1135.5,2487.6,325.28,1598.5,4093.7,611.56,327.8,2001.8,960.24,1900.4,468.16,648.96,364.6,1275,345.72,274.56,447.52,1477.6,1724.8,2741.3,607.8,2158.3,423.12,1685.9 66 | 2635.1,1386.8,321.24,1610,4164.2,328.64,316.96,2088.7,1273.1,430.8,971.64,1306,1385.1,1666.3,310.04,208.28,302.64,2276.8,2548.5,1323.8,1061,788.76,398.8,1642.8 67 | 2861.9,319.16,362.8,1615.5,1848.6,341.56,344.04,1953.7,4044.5,334.84,1444.4,588.32,1639,2529.1,280,195.64,421.44,1050.3,1603.6,426.08,948.24,406.2,761.8,1657.6 68 | 2706.4,570.56,387.16,1639.8,1608.7,384.08,2308.8,1587.8,3831.9,312.12,4136.9,347.32,1453.3,717.12,379.72,259.44,931.72,864.76,656.44,493.64,989.84,386.92,3213.2,1718.1 69 | 3080.9,355.72,673.04,787.04,1600.4,381.76,2721,2753.2,938.96,1223.2,1909.2,269.44,787.52,343.8,625.24,178.04,3497.3,329.68,1355.4,1939.8,1471.9,436.92,2747.2,932.52 70 | 1464.9,349.16,674.16,335.68,1631,380.68,2485.3,4240.4,3784.9,319.04,1606.4,506.68,785.16,333.48,1154.1,267.52,2169.8,350.48,1702.6,887.88,421.68,384.72,2362.7,400.64 71 | 639.6,365.4,1799.6,368.36,1227.6,1064,2880.6,2483.8,1779.9,321.68,1427.5,1100.1,860.76,415.36,279.84,247.08,724.08,270.36,1887.5,574.56,369.08,440.32,2334.6,818.76 72 | 490.64,354.16,1460,330.52,327.72,323.24,1648.3,2107.7,527.64,265.68,2516.9,1350,1211.1,329.44,319.48,166,373.36,334.96,2156.8,479,411.64,391,1679.2,2952.6 73 | 1004.9,989.4,2742.9,612.56,383.84,830.8,1607.5,2811.2,422.44,805.76,1035,1332.8,543.8,267.64,341.96,269.24,317.24,1234.1,2373.4,745.24,370.88,1266.1,1754.4,3194.5 74 | 320.92,988.32,2869.8,1993.2,316.24,1371.3,1623.2,3234,500.2,2164.4,403.28,3833,574.36,349.24,332.84,283.28,885.24,2421,2873.2,2553.9,420,2559.4,1720.8,1789.4 75 | 387,3163.9,4155.3,3090.5,326.84,1962.4,1216.4,2723.1,423.04,1537.8,1190.6,3004.4,458.64,1592.2,365.4,163.08,436.88,1715.2,2994.6,2355.9,370.32,2435.6,1234.8,3513.6 76 | 342.64,2942.6,1940.7,3645.3,385.64,1867.2,334.08,3557.4,1128,1251.6,2339.5,4022.3,313.08,409.12,240.72,248.44,350.72,1708.4,2641,2045.4,408.68,2237.5,422.72,2775 77 | 332.04,1504,775.48,1246.9,313.2,2038,346.16,3104.1,424,1182.6,618.4,2427.9,362.76,566.32,439.56,203.64,313.24,1878.1,2030.4,1287.4,372.48,1684.5,393.04,2862.8 78 | 395.8,446.52,727.08,426.88,308.56,2255.8,441,2382.6,390,2814.8,299.16,818.24,302.88,800.56,1277.6,232.32,297.76,1695,1487.6,796.6,409.44,2246.5,420.8,592.2 79 | 1494.4,3763.1,2433.7,399.8,367.48,611,361.08,532.48,1925,4651.8,720.84,367.2,352.36,1817.3,2605.4,271.76,320.16,810.92,1691.5,413.08,926.08,888.32,1164.6,367.48 80 | 3490.5,3179.7,3042.8,356.36,327.6,379.52,1991.2,1306.1,2143.3,2350.6,1048.1,247.48,460.6,1242,3079.3,196.56,930.32,863.88,1792.1,1126.5,990.76,531.24,3293.6,333.44 81 | 3556.4,2473.8,3577.3,367.24,1491.8,340,2568.3,921.96,2389.5,1608.6,1146.8,353.16,1009.1,1768.7,1916.2,213.96,1662.7,345.08,891.48,488.12,409.16,1543.6,2659.2,366.92 82 | 2056.6,515.64,3846.2,403.32,352.68,326.52,2735.7,430,2241.6,1595.5,2359.2,302.4,790.72,590.68,2770,271.28,1571.6,626.76,405.52,423.28,380.28,2113.6,2816.9,319 83 | 2175.1,349.36,1322.6,1059.5,357.96,340.88,2460.6,394.84,1633.7,1133.5,2540.9,281.84,459.24,357.96,2087,205.88,1360.6,422.4,454.8,405.52,412.76,739.72,1543.6,332.52 84 | 1786.4,3707.3,400.44,526.16,329.56,420,1682,405.8,1763.6,307.92,1623.9,311.76,831.28,295,2087.4,226.08,1476.5,1438.2,366.72,360.6,371.2,1892,1051,433.24 85 | 974.96,3096,322.68,1009.1,322.32,1349.7,1294.1,482.84,1452.4,311.4,1106.6,1864.5,1857.5,311.44,1359,192.36,1535.7,1694.7,787.92,1742.2,434,1995.8,1072.8,1100.9 86 | 2000.5,3442.7,338.08,2111,1272.2,3358.3,327.96,1678.1,421.88,1335.7,403.36,2396.8,2575.4,413.84,444.72,255,1686,2028.9,1738.6,3705.7,379.8,3694.9,1076.7,3134 87 | 944.76,3156.9,379.72,2724.9,2615.8,2160,311.6,397.08,479.04,1611.2,291.4,2026.9,2685.9,712.4,382.48,198.72,917.84,3340.9,696.52,1905.7,420.36,3702.1,916.04,3169.4 88 | 3904.2,1593.6,334.68,2972.2,2107.2,1436.3,339.64,560.48,401.72,2322.6,422.08,1643.1,3457.8,1541.9,359.28,242.64,528.64,2982.8,1397.8,1664,671.88,2668.4,908.24,2186.9 89 | 2992.4,618.64,998.4,3581.7,3817.5,695.6,386.36,720.04,626.72,1342,290.08,1774.6,1779,749.28,373.76,250.08,482.24,616.4,1346.4,1763.6,751.64,1536.6,379.24,2181 90 | 4576.8,1360.4,320.68,4088.4,2414,446.6,320.12,1344.2,529.4,522.44,341.84,2396.6,2069.8,376.84,334.8,164.2,275.92,1353.8,800.84,1622.2,2559.4,622.92,395.76,2470 91 | 2244.6,1014.7,1478.2,4222.9,4082,409.08,343.08,1967.6,483.36,401.68,784.6,1193.5,1423.4,271.12,349.76,260.84,316.12,801.12,1033.7,1734.1,4483.2,480.96,1331.2,1736.5 92 | 2125,388.04,3300.1,1852.8,3055.2,382.56,1133.7,2035.5,927.64,252.28,1474.8,1528.9,1719.6,327.6,1773.4,210.2,1742.2,764.32,378.44,805.64,3542.8,460,2761.7,4192.8 93 | 3351.2,354.12,2342,1722,2470.6,329.48,1449.2,1842.3,2257.2,268.4,1776.6,286.52,839.68,369.6,2309.7,208.64,1884.2,862.88,451.52,559.16,5335.4,402.84,2656.8,2647.4 94 | 2513.5,404,2481.8,1735.1,5578.5,1159.2,1722.3,1852.8,1623.1,332.44,1546.9,328.8,1246.6,287.96,2285.6,254.24,3382,1176.9,1798.6,532.32,5268,434.72,2309.2,3353.3 95 | 1892.8,391.28,1857.9,890.24,5730.6,485.64,558.48,1904.4,1909.1,591.72,1504.8,336.08,2166.2,293.2,1569.9,193.16,1424.2,887.56,3090.2,1186.7,1020,414.88,1709.1,2051.1 96 | 973.76,1063.4,1543.9,1213.8,2016.8,387.88,1533.5,571.64,842.68,764.76,1549.6,264.24,1102,367.48,1591.2,230.48,406.28,1184.8,2417.7,750.44,537.76,1055.8,1669.2,2801.4 97 | 435.2,378.2,1763.6,1741.6,2046.4,839.6,2252.7,458.48,581.84,910.24,1364.1,2688.2,772.04,721.4,342.36,214.28,325.12,821.12,2006.6,1328.4,429.2,1604.6,379.96,2493.4 98 | 365.6,366.36,1660.2,2309.5,1873.4,2142.3,2553.7,2104.7,443.44,2010.1,490.72,4478.3,884.88,1393.2,343.08,241.8,322.48,2479.3,3584.7,2021.5,424.52,3474.3,412.48,3593 99 | 336.24,741.04,1075.2,2494.3,1628.8,2152.2,2707.4,3488.8,482.72,1897.6,471.4,2768.7,769.52,1628,395.88,166.12,238.32,1513.8,2989.3,3820.8,417.08,2308.7,655.16,1791.7 100 | 711.28,531.56,331.48,3374.5,1631.6,1677.7,2046.8,6805.6,1221.2,1644.4,314.2,3090.4,894.36,1599.3,199.24,271.6,341.72,1660.9,1713.3,3479.9,408.88,2279.4,1464.4,1491.7 101 | 595.88,898.72,346.2,1041.9,1661.8,1672.4,2577.5,3095.6,413.84,1677.5,302.52,1410.5,832.84,803.28,266.32,255.8,342.2,1598,1472.6,912.24,391.36,1702.8,2921.8,512.72 102 | 369.72,2573.8,405.64,339.88,1616.9,1638.6,2772.3,526.96,462.08,1546.7,1076.2,1181.4,517.32,571.64,283.24,173.76,247.56,1741.9,557.12,599.28,740.28,1669.1,2521.6,1823.4 103 | 342.36,1027.3,1236.9,342.92,3082.4,1529,1949.9,401.08,699.32,418.32,485.04,961.08,1035.6,663.2,273.64,244.04,1356,2016.2,513.32,544.24,835.24,1196,3398,3231.2 104 | 357.76,1911.4,3272.2,374.44,4148.5,634.48,2563.8,442.12,1675.3,387.72,1632.5,879,268.24,1109.3,290.76,184,2966.9,1725.2,391.96,502.96,1878.8,424.32,2747,841.24 105 | 2329.2,2148.8,2552.6,339.48,2835.6,2634,4609.5,540.92,1656.3,396.32,2224.6,568.76,572.16,1845,256.36,258.4,1569.8,988.04,436.8,544.08,4288.3,456.72,3139.8,367.92 106 | 1791.5,1341.4,3089.9,356,2846.2,3311.8,3166.4,399.88,1766.8,861.84,1150.3,255.88,828.68,1749.3,288.04,190.64,1608.1,352.2,396.08,528.6,3620.6,417.64,1781.2,321.64 107 | 1919.8,1622.2,767.08,355.2,2299,4359.4,1557.6,383.08,1378,957.12,1083.3,343.2,1294.9,804.36,221.16,241.8,935.76,791.12,466.52,794.04,3087.5,464.92,2632.3,371.8 108 | 1702.5,3187.6,363.64,1212.2,1559.1,2175.7,937.56,1094.4,484.52,331.2,314,233.56,2067.3,403.6,248.64,169.04,287.12,1495.9,532.56,1225.3,3749.2,1537.3,1932.8,322.28 109 | 2938.6,3146.8,380.6,1306.4,1585.5,2518.9,513.12,579.28,386.68,448.96,374.04,934.72,2135.1,340.56,273.8,257.96,261.32,330.32,2610.8,1350.1,3484.6,1944.6,1114.2,334.24 110 | 2528.5,2735.8,332.64,3662.9,1637.1,2413,418.2,2180.4,411.76,1106.6,384.08,962.76,1929.4,1777.6,308.24,219.72,290.08,336.76,2708.6,3027.8,5313.2,3982.8,453.64,702.68 111 | 2803.2,3720.6,321.4,2987.6,1622,2503.9,405.84,1839.8,2639.6,1563.7,322,1570.2,2593.4,1379.4,264.68,202.28,334.56,360.2,2067.8,3825.3,2815.3,2882.6,306,3453.2 112 | 2305.2,2620.5,355.68,1691.4,1610.4,3634.4,363.12,1736.2,4572.7,2726.1,443.2,745.72,1820.2,2666.6,246,252.08,284.52,307.16,1927.4,2693.6,3530.7,2007.6,321.92,3113.4 113 | 1718.9,1625,327.68,1687.1,1641,1770,812.56,1739,3610.4,2670.6,324.56,362.08,2027,1415.9,295.24,180.2,283.24,778.8,1712.8,1943,4308.5,1707.2,495.96,2879.2 114 | 2311.8,614.76,848.16,586.48,1571.6,567.64,610.12,868.52,3773.4,2316,1251.5,2519.1,2191.2,340.92,291.72,244.4,310.96,1117.4,1371.6,2559.8,3437.1,536.92,907.2,4466.9 115 | 4342,524.32,2116.7,697.6,2373.1,433.6,375.6,388.44,1975.9,314.6,798.6,1198.6,1763.3,336.76,227.32,201.92,274.36,323.84,362.64,1883.7,2829.7,449.36,588.16,2016.8 116 | 3760.2,454.68,3146.2,801.08,1570.7,418.32,369.76,511.76,1846.8,409.4,1083.6,2016.1,2492.6,327.4,227.84,221.92,1681.8,539.64,471.52,1829.2,3871.6,411.68,2368.2,1681.3 117 | 3584.6,454.88,2360.8,1279.1,3164.6,419.64,1276.7,418.52,702.36,317,1790.5,3790.4,1653,290.4,295.96,180.64,1554.2,362.24,391.04,743.24,3469.2,391.88,3345.9,1661.7 118 | 1936.4,1158.2,2518.6,542.92,3843.9,414.56,1441.4,395.52,1483.4,372.4,1523.7,2679,1361.7,317.8,276.44,273.48,862.64,337.6,449.44,749.44,5028,427.92,2700.9,1674.3 119 | 2014.1,462.44,1623,1604.4,1565.5,404.2,1192.3,392.68,2157.8,334.8,770.96,2569.7,4004.6,329.28,256.84,176.88,451.88,280.84,431.6,624.64,3053.1,1293.7,5074.7,4089.5 120 | 2164.4,455.12,829.36,2732.7,648.96,996.12,4416.1,471.28,973.32,295.6,553.08,1490.7,1392,333.88,278.04,244.2,348.44,338.48,432,592.32,1286.8,430.92,4273.4,5201.3 121 | 1747.8,1573.2,3607.2,3789,311.84,415.92,3252.2,446.48,511.88,749.92,518.76,1895,440,1161.7,280.04,185.76,318,279.04,432,2073.1,373.28,1167.3,3555.7,4289.5 122 | 979.08,2935.8,4651,5654.9,367.44,839.08,2252.4,867.6,435.28,1194.6,471.92,1637,338,938.08,247.16,226.88,254.24,794.6,432,3697.1,392.2,3357.7,5593.8,3657 123 | 346.4,1968.8,2655.6,5198.6,311.36,1620.8,1403.6,1771.4,461.12,1922.1,758.12,1569.3,387.36,1488.6,234.08,268.36,332.12,1156.4,432,4147.3,350.68,2461.6,1893.5,2964 124 | 357.68,1891.7,1708.2,3062.9,327.76,1550.3,479.6,1631.9,409.8,1524.9,838.56,1956.5,243.08,348.72,287.8,194.44,847.2,1955,432,3122,407.88,1694.2,1601,3564.4 125 | 357.16,1897.2,1982.1,2870.9,378.76,2371,579.88,1335.2,460.24,1366.5,626.2,2522.3,397.4,351.36,262.28,225.16,603.04,409,417.32,1431.8,949.28,1660.6,1545.4,985.48 126 | 328.12,1940,3508.3,1939.6,1071,2090,613,2447.7,401,283,531.84,1024.4,330.92,581.52,295.64,181.76,316.92,1353,611.52,841.52,428.6,1709.4,2374.5,681.32 127 | 367.2,1812.6,3475,603,1211.1,1384.8,1080,472.72,1335.2,264.36,1113.2,1008.7,528.84,814.96,302.08,274.64,394.24,3942.4,631.12,431.04,1813.6,952.36,3015.4,384.32 128 | 339.64,1700,3489.4,504.6,2580.3,882.92,2780.7,437.92,1971.5,394.36,772.36,559.92,1575,581.44,287.92,235.88,2544.4,3259,1453.2,393.8,3324.5,422.76,2909.1,361.16 129 | 1697.2,1731.2,4586.6,434.96,1600.7,388.56,3214.3,1338.5,1725.7,517.24,3676.3,374.4,1629.4,648.64,264.16,189.16,2084.8,1780.4,2768.4,437.56,2003,804.16,1572.4,407.2 130 | 771.84,522.68,2590.2,336.28,1059.7,353.56,2734.5,451,1721,534.16,3559.6,304.76,1604.8,514.68,295.84,257.84,1463,1421.2,2272.1,382.52,2132.4,1804.1,2154,378.08 131 | 1338.7,463.56,1628.6,337.96,1611.7,3702.4,2181,453.28,867.04,387.72,1213.2,316.84,1116.4,350.56,256.4,153.04,3098.7,1153.6,2176.2,464.56,1763.2,2117.1,1116.6,1362 132 | 973.56,1012.1,406.32,395.24,5411.7,2635.8,1160.4,377.28,664.04,303.52,654.36,331.56,329.28,952,266.72,273.2,3077.5,637.56,1480.7,1216.7,1115,2392.2,1195.2,361.12 133 | 1570.1,1552.7,390.72,1675.9,2242.6,3457.7,572.48,851.72,495.28,304.24,741.88,786.6,331.12,357.56,273.2,261.52,446.76,1967.6,686.84,1502,995.16,1738.4,1857.9,786.56 134 | 2056,2926.8,343.28,3301.4,2011.1,4299.6,380.52,2402,585.6,1616.8,668.56,665.6,362.96,460.56,309.92,157.96,1990.5,1958.7,592.08,2449,942.64,2299.8,566.4,1279.4 135 | 1984.7,3325.4,351.2,2966.2,1485.3,4425.5,516.64,2648.7,968.24,1007,638.96,253.16,418.52,884.76,290.04,254.08,1671.1,3656,649.16,2056.7,745.48,1863.9,422.12,1989.3 136 | 2113.1,3886.8,389.56,1591.1,691.68,3471.6,929.04,376.36,544.76,1607.5,769,995.88,795.68,1201.6,290.72,196.36,2663.2,1839.7,602.12,1790,1013.9,1872.3,386.48,2157.6 137 | 1034.7,2077.3,331.68,1595.9,402.36,2212.7,369.04,389.68,1139.4,2020.6,631.56,2212.3,1086.1,705.44,283.48,244.4,2358,505.6,635.68,1033.6,1046.6,1349.8,354.8,2142.2 138 | 2765.8,452.44,336.68,1623.3,891.92,1881.6,381.84,464.56,424.48,1495,745.16,2539.2,345.84,527.24,301.68,194.2,719.04,409.92,685.68,562.4,398.76,405.36,747.28,2368.5 139 | 2846.4,532.4,1484.6,1518.1,505.52,548.36,800.92,388.8,727.76,336.96,1312.6,462.88,285.72,377,261.28,242.32,1561.4,348.68,1123,634.04,2077.4,483.16,769.04,2440.7 140 | 4354.8,460.8,2925,323.56,1454.4,373.8,1629.4,3215.4,1201.4,276.56,1758.8,2188.4,1154.7,303.08,313.04,217.76,3042.3,354.48,3474.2,1235.3,2768.2,963.36,1010.6,3463.4 141 | 3838.3,449.6,2317.4,559.76,2515.4,394.92,2472.3,3582.1,783.24,353.4,2303,995.72,1676.3,357.44,288.88,203.04,2178.5,342.96,1971,1146.2,2578.1,386.32,1399.5,1844.7 142 | 2855.7,509.96,2376,567.36,3811.3,354.72,2429.3,4192.9,1741.9,282.52,1939.5,970.76,2762.5,356.88,280.92,262.28,1743.6,764,1859,1903.9,2192.5,399.36,2493.2,1098.6 143 | 1115.6,441.48,1671.8,502.44,2658.6,353.36,1699.2,2215.6,1626.2,258.2,2069.8,1890.2,695.04,312.28,263.92,152.16,1766.4,432.8,2118.8,2357.6,1440.8,368.72,2184.5,2231.2 144 | 364.32,1330,1325.7,385.44,2345.6,358.4,1721.9,1704.2,2323.3,382.08,2304.4,3015.8,832.8,1106.1,319.76,248.6,1896.6,278.8,2367.6,2048.8,515.56,420.84,2352.5,2358.1 145 | 387.32,1284.8,646.76,2078.4,1130.2,348.84,1472.1,1784.4,1687.5,1811.8,2342.7,2616.3,363.88,303.12,213.92,255,594.72,1593.1,1911,945.08,413.28,1050.7,4063.8,1153.8 146 | 379.16,3221,396.36,2770.3,430.4,581.56,547.04,1375.9,1280.5,2194.9,4681.4,2022.2,258.52,1745.1,261.76,197.16,417.2,2775.4,1031.9,1667.2,443.88,3001.8,2761.2,1693.2 147 | 380.08,2839,326.4,3348.6,383.56,1657.8,660.48,1085.2,1349.9,1898.8,2747.1,2202.6,343.76,1673.4,271.88,266.32,367.08,1617,669.16,3070.4,374.52,1696.9,2726.7,2245.2 148 | 350.24,480.24,436.2,2643,399.8,2396,534.16,1383.1,1276,1883.2,1689.4,2067.2,314.8,1633.6,307.08,172.36,359.64,1612.1,598.16,2949,430.6,1682.6,2081.9,2284.2 149 | 558.12,478.8,616.92,2102.3,418.76,2576.1,565.2,479.36,1340.4,3250.4,1666.9,1934.5,1041,619.88,280.52,222,346.96,1586.4,662.56,1827.9,693.32,1661.2,2063.8,2065.4 150 | 848.08,461.52,983.36,511.92,372.16,1719.4,431.68,482.92,1334.8,1959.3,1865.2,612.76,301.16,706.04,283.52,211.2,317.6,1514.3,611.2,414.88,911.56,1005.6,2003.4,3460.2 151 | 891.2,3470.6,1667.8,323.04,417.76,1759.4,516.28,405.36,1283.4,1631.4,910.4,372.76,1051.7,706.6,276.72,251.8,345.32,1602.7,800.84,511.76,1188,1085.8,4021,2272.3 152 | 3123.8,3619.8,3256.3,924.64,1197.4,3836.6,3738.6,438.08,1226,1650,2426.6,351.28,1876.5,667.12,226.36,172.92,340.88,404.36,968.64,360,3104.9,1887.5,4762.9,1061.5 153 | 3398.4,4930.5,4340.2,686.88,755.68,4136.6,2994.8,417.64,450.76,1621.7,2088.4,345.36,1370.3,555.8,262.84,234.68,653.92,344.6,2798.7,451.36,1644.6,1436.5,3609.8,974.08 154 | 2361.8,4975.2,4144.9,324.12,501.56,2088.4,3271.4,444.32,1845.1,1580.4,548.12,290.68,1243.8,351.4,302.84,182,1374.3,345,3939.1,342.48,1649.4,521.24,2901.1,567.32 155 | 1660,1410,1338.8,319.08,1523.7,2762,1693,372.16,570.52,1716.2,408.32,818.6,566.96,550.68,272.6,244.6,559.24,282.04,2856.5,389.56,1652.2,513.6,1914.8,365.64 156 | 1631.5,619.84,993.08,371.36,704.12,2017,449.4,1485.9,1476.5,1615.6,392.08,745.92,861.48,399.76,260.8,200.56,441.4,369.4,918.4,962.76,2006.3,1052.7,1880.3,982.92 157 | 1638.4,1276.8,339.56,1361.4,930.16,3400.8,389.48,512.48,2829.4,1463.1,431.16,321.04,824.64,563.8,282.84,223.92,1797.2,299.48,455.52,1847.5,1851.2,1325.2,1821.6,1389.6 158 | 606.36,1749.4,365.28,3324.9,2289.4,3933,383.72,1247.8,2091.8,294.84,459.76,1660.9,882.36,1172.1,291.28,168.52,1708.5,1385.1,477.76,4849.4,1977,1814.8,1000,2770.9 159 | 364.64,4339.6,336.2,3242,2374.1,5920.8,410.32,1784.3,2220.6,543.16,375.84,1676.6,271.68,1407.1,209.08,254.84,1231.5,5149.5,396.24,4245.4,2060.8,2559.9,575.2,1883.3 160 | 328.92,5194.1,338.96,2550.8,1890.7,2066.9,592.24,1652.2,2511.9,816.64,254.56,1494,428.12,1220.4,234.68,178.28,2099.8,2055.3,454,1812.6,717.92,4671.8,527,2129.6 161 | 344.12,1849.8,368.44,1796.3,3581.8,1863.4,932.8,1733.2,1405.5,829.12,955.96,917,402.08,1231.3,298.64,237.64,3657,1331,460.48,1693.3,666.04,2464,526.64,1003.1 162 | 584.12,575.04,319.16,874.6,3807,1071.7,370.36,1238.8,548.08,1047.9,454.2,324.12,1138.4,532.56,291.28,187.72,667.88,382.6,388,1681.9,613.76,1773.8,541.76,1067.3 163 | 1115.6,500.8,1972,1411.8,3391.1,509.32,1817,402.44,1277.6,325.08,303,576.32,608.04,1092.6,218.52,206.28,644.96,355.28,2113.4,2257.6,1397.1,988.36,1904.3,1162.5 164 | 2346,467.92,2913.7,2682.5,5303.6,560.24,4199,434.6,3494.4,310.6,324.56,554.24,699.88,724.8,228.88,207.68,1690.5,487.04,2708,1686.9,1522.1,1009.7,3313.5,1879.6 165 | 4079.1,542.72,1839.9,2909.3,4533.1,579.08,3363.8,484.28,2515.9,349.56,534.32,2117.7,798.64,476.8,289.4,251.44,2856.2,1029.6,2021.8,809.32,1631.3,974.2,3521.6,3460.2 166 | 2807.1,483.44,1605.3,1730.2,2578.8,1214.8,2581.3,390.8,2159.8,544.8,382.96,1022.2,2471.8,500.48,282.64,159.56,2943.7,301.68,1710.8,733.4,3207.2,1016.2,2835.8,1866.6 167 | 2065.8,467.12,1613.6,865.56,3434.2,353.64,5173.2,423.52,3592.5,1182.9,239.92,454.68,2974.5,481.04,213.08,233.08,1662.4,335.08,1703.9,888.28,1448.9,623.96,1711,1004.6 168 | 1666.3,561,1576.3,441.36,2624,342.24,5614.6,971.72,2564.8,255.8,1636.3,677.24,1430.4,521.72,228.08,200.16,375.24,350.08,1812.6,553.72,777.72,1120.1,1634.3,493.6 169 | 1573.1,1489.3,1206.2,703.24,2224.7,333.32,4437.5,453.48,913.2,383.72,794,462.88,363.08,1052.6,276.88,226.72,373.24,1227.1,2075.4,582.92,392.44,414.68,1661.8,1088.1 170 | 324.44,3305,344.76,1052.2,2408,722.04,4315.7,1831.4,479.08,664.76,1607.3,2156.2,241.84,1970.7,252.28,203.2,357.92,2834.4,1364.5,1875,431.88,410.12,1669.2,2886.4 171 | 347.76,2742.5,594,2612.1,1052.3,413.8,1931.4,2492.9,521.08,1785.8,2243,1799.2,351.44,1771.3,259.08,254.08,308.92,3337.1,3138.1,4436.1,398.24,680.24,1667.1,3660.8 172 | 346.6,1786.8,566.4,2781.8,526.36,3827.5,1733.7,3231.6,549.92,1657.7,2624.8,1768.2,269.2,1705.6,201.28,148.8,349.04,1609.4,1040.5,1857.4,420.08,2206.5,1692.6,858.16 173 | 331.64,1725.2,378.6,950.8,390.88,1877.6,1705.8,2049.2,446.28,1637.9,2196.2,2782.5,314.08,911.6,269.72,258.2,337.88,836.6,1270,1036.8,371.44,2050.4,661,782.08 174 | 335.48,1851.2,399.72,411.24,399.08,1994.9,1750,2248.4,521.8,612.32,2281.9,1346.4,348.2,492.28,269.88,206.16,326.12,793.64,1627.2,744.48,463.24,1699.5,481,351.4 175 | 2549.1,1813.1,748.84,326.8,388.32,2337.4,1724.6,2950.8,502.64,1116.8,1818,338.04,1149.6,496.68,269.4,212.36,2207.8,285.48,635.76,477.48,1477,4990,1373.7,334.64 176 | 3187.8,1805.9,1810.9,314.64,370.92,2007.6,2699.4,1400.6,1520,1287,3079.4,356.96,2054,406.28,184.16,193.08,2202.4,488.92,1775.4,359.28,3343.7,2369.6,1904.8,422.36 177 | 422.68,1807,4182.8,380.6,464.08,2218.9,2910.5,380.88,1103.3,1450,1667.6,312.16,1619.8,529,276.24,220.32,1618.2,606.92,2658,755.76,1731.8,3226,2857.5,331.48 178 | 377.72,1790.8,3590.8,319.16,1253.7,3724.1,2212.4,422.28,2985.5,1720.9,3989.5,307.72,963.72,470.92,273.08,250.04,1554.1,494.4,3256.6,961.6,1710.7,4134.8,2276.6,563.84 179 | 329.32,2412,1723,665.32,983.12,840.6,1242.4,426.88,2583.7,1539.3,1847.7,345.76,498.8,499.96,239.44,204.52,1578.4,563.6,2542.7,391.88,828.6,3375.2,801.08,732.8 180 | 1321.3,1498.3,1231.6,866.4,592.12,1151.3,659.08,376.92,2387.1,1909.8,344.28,597.6,501.92,550,204.16,219.28,1575,449.8,1124.9,412,871.24,5047.2,413.52,336.24 181 | 3916.7,1939.6,747.16,323.68,1719.6,1491.7,951.56,677.76,2344.2,2546.3,363.88,2096.4,279.6,526.52,281.24,184.6,1115.5,1444.8,450.56,884.36,690.6,7872.6,314.8,862.56 182 | 5238,2384.7,326.2,571.56,1341.3,3052.2,416.88,1867.3,3171,2212.5,370.32,1850.8,1220.6,1641.4,272.44,255.12,333.12,733.32,440.04,3327,1328.2,4491.4,333.52,1757.1 183 | 1825,2597.4,395.76,1582.7,1086.5,2404.2,368.56,1305.9,2697.8,1305.8,291.68,1822.9,326.32,747.84,164.28,189.36,322.28,1953,428.32,2646.3,912.96,7572.7,997.8,1668.7 184 | 1771.8,2707.5,331.64,945.64,1780.4,2699.2,367.88,384.76,1288.1,2686.9,401.16,1755.8,290,3438.8,271.52,180.52,322.36,1533.8,410.08,1581.6,624.32,4530.9,605.36,1682 185 | 1734.8,537.6,599.6,1162.4,665.48,3115.7,425.32,409.48,890.88,2261,263.92,1871.7,303.52,491.64,282,248.68,308.24,2054.2,462.04,1683.8,680.24,3968.8,356.28,1770 186 | 1271.7,429.2,921.84,812.56,804.08,1753.8,385.04,427.32,955.12,1856.2,393.04,3584.2,305.2,368.52,235.6,151.92,343.36,550.48,361.48,1793,2163.5,3374.9,767.96,817.72 187 | 1560.8,325.72,707.52,359.56,1140,339.6,615.92,385.84,2389.8,907.12,1457,1758.5,389.64,388.24,188.4,256.8,347.48,545.28,1240.4,2346.1,2288.5,3299.9,919.96,1853.6 188 | 2234.5,319.88,1612.2,3082,2232,399.12,3422,371.56,2301.4,862.84,2004.9,1667.6,976.44,347.04,276.52,215.72,445.4,530.04,3968.6,966.6,2674.1,1700,2669.1,1853 189 | 2541.1,396.28,2177.9,2124.6,4702.2,335.16,1765.8,511.68,937.56,705.68,3795,3667.3,1934.2,369.84,261.6,206.2,2923.8,470.92,3514.3,409.36,2191.1,1747.2,2639.9,799.88 190 | 5039.3,309.24,2231,1061.4,3003.2,321.72,1660.4,640.52,2013.6,761.72,1273.2,1663,1390.5,344.68,171.24,190.88,3666.4,541.24,3657.6,421.6,1721.2,1685.3,2345.2,541.72 191 | 1806,319.32,1860.7,725.48,1271.8,320.92,1644.6,833.04,978.24,621.04,619.4,1011.6,1275.4,383.72,265.56,237.32,2463.5,455.68,3738,426.12,4462,1713.6,2566.2,2059.6 192 | 484.28,987.96,1271,3442,409,360.08,1697.6,396.84,464.12,1044,1280.6,553.48,1019.3,400.56,279.6,178.4,806,531.64,2093.5,497.52,2485.8,1644.6,1812.1,2574.7 193 | 619.76,965.92,3647.2,3824.9,436.84,1597.3,1067.3,444.76,505.52,331.88,1982.4,1011.2,313.36,1434.3,174.96,247.88,1144.4,1813.4,2166.2,2109.1,1080.9,2582.7,1662.6,1731.3 194 | 466.64,1903.8,3312.2,4738.6,374.96,2660.1,450.32,515.56,571.64,358.56,826.44,2041.9,271.84,1179.9,240.08,212.4,683.88,2928.8,2258.2,4758.9,754.4,4983.3,1654.2,513.48 195 | 348.88,2974.5,2489.4,3072.2,795.72,2343.5,383.84,1703.4,521.44,764.44,472.24,2000.8,329.08,1706.8,332.08,214.8,320.8,2236.6,1375.6,5686.8,412.32,3903.4,1673.7,559.08 196 | 352.16,1712.3,1886.4,2248.6,763.28,2266,400.88,1520.6,416.92,1058,605.08,827.44,324.36,1139.4,1493.5,190.76,347.84,2158.2,1190,6428.2,423.12,3420.4,1725.6,533.24 197 | 313.24,1650,1321.7,2056.8,391.48,1623.2,422.64,1325,446.84,884.12,531.84,2410.7,680.16,358.8,199.32,212,301.84,1716,806.6,2493.7,384.8,2924,1187.6,524.32 198 | 979.2,1169.9,601.76,1723.2,397.84,2553.8,363.4,1195.7,554.8,2091.2,551.04,1235.5,626.28,368.4,288.92,221.36,342.36,1887.1,938.08,846.32,797.08,2401.1,1390.3,569.4 199 | 1525.7,385.8,2048.9,1644,1807.8,2323.6,388.76,412.2,955.44,2839.9,644,891.28,1109.8,333.44,256.12,195.8,769.08,2773.8,587.56,528.16,3042.1,2307.8,2885.2,2211.1 200 | 2913.8,399.24,1889.5,1657.8,3378.2,4198,1743.6,429.04,963.08,2945,1675.5,361.24,1744.3,360.44,250.8,225.44,2775.2,2524.7,1495.5,401.28,1321,2393.6,3844.1,1048.5 201 | 2667.3,471.64,1516.6,1649.1,2815.5,2520.4,1797.4,365.88,679.68,2676.9,668.08,384,2346.6,382.2,207.88,189.64,1587.6,1312,2906.3,436.64,1059.4,2347.6,4797.1,321.4 202 | 1666.4,453.08,1510.7,1632.2,1657,1752.4,1735.6,379.8,1890.8,730.04,1347.1,312,2287.3,316.84,255.52,254.4,2472.1,1487.5,2941.8,562.24,2013.3,2364.7,1880.3,325.4 203 | 1648.4,556.04,2409.3,1664.2,1676.4,1858.8,1519.9,427.8,2725.7,2665,3631.6,397.96,833.6,385.28,272.36,166.64,1436.4,348.16,1841.4,1057.2,2315.4,2476.7,680.04,350.08 204 | 1875.2,1055,3195,1642.2,1685.6,1229.3,381.84,382.6,1463.1,966.32,1064.6,316.16,238.36,349.12,256.96,240.28,857,375.32,401.4,387.84,3067,1955.1,354.04,304.28 205 | 1747.8,3354.6,1020.3,1141.6,1707.8,698.72,401.88,1310.2,2065.5,2434.5,449.84,1674.1,403.2,1211.8,263.32,182.68,1348.3,351.52,460.24,477.84,2238.2,2732.1,323.44,339.08 206 | 877.52,2754.5,361.6,3887.2,1042.8,2167.1,454,1896.7,1945.2,3755.6,342.56,1926.4,707.56,356.08,185.96,198.48,1527.5,1118,382.64,3057.8,2016.4,2520.3,362.84,1098.4 207 | 345.72,4238,331.52,2262.7,339.88,2297.2,374.04,1770.6,1758.3,3417.5,372.44,1251,586.4,912.24,279.72,247.92,450.56,1847,424.16,2504.9,2089.7,3325.6,339.24,1536 208 | 421.12,2751.5,314.2,1599.7,420.84,4087.7,359.64,1683.7,2093.8,2772,284.24,425.76,319.64,2009,271.16,191.4,385.52,3424.8,435.68,2329.7,2229,4792.5,442.92,1911.7 209 | 1208,1837.6,371.36,1238.6,380.4,1627.8,358.08,1414.4,4716.4,4773.9,354.84,405.04,1329.7,1377.2,218.96,203.32,347.36,2090.3,431.24,2195.6,2455.3,2739.8,1050.2,1697.4 210 | 980.8,1608.6,327.04,354.52,418.96,435.64,362.12,447.28,1711.6,602.92,366.12,1482.2,1169.8,895.32,228,201.84,412.96,898.92,866.32,1949.4,4624,2298.7,316.8,827.8 211 | 2223.4,1533,331.52,315.6,474.04,354.24,1816.8,1055.6,2177.8,395.44,1605.8,1449,1242.5,388.84,268.32,257.24,353.48,363.4,695.68,2156.3,5253.8,1480.6,963.4,513.24 212 | 2890.8,1492.1,390.76,329.64,2224.2,321.4,3003.6,3717.3,2042.6,423.08,2106.4,1139.8,2485.5,339.04,236.88,164.48,975.64,295.24,2572,2872.9,3796.2,1367.1,2953,617.08 213 | 3323.9,659.4,2632.2,378.84,3114,326.52,2570.6,2499.2,1970.9,344.48,1599.5,776.88,1292.4,344.6,263.08,185.52,1131,372.2,2190.8,1867.8,4148.7,1355.8,3808.5,393.24 214 | 3770.6,435.52,1743,322,2909.8,377.28,2410.7,1728.5,1935.6,396.12,1651.4,1581.6,1688.7,380.6,260.4,238.92,1909.6,286.84,2189.4,1672.1,3354.8,1503.2,3265.7,449.52 215 | 1945.4,1239,2492.1,309.88,1946.1,422.56,1120.9,1161.8,1885.3,371.6,1624.9,540.84,1617.6,346.96,199.72,179.16,881.44,339.76,2516.9,1619.5,2051.8,1468.3,2309.7,482.96 216 | 656.96,508.72,3291.7,360.96,1214.4,1050.1,417.32,368.6,2184.6,334.12,1827.7,634.88,1077.6,344.56,254.4,257.76,431.24,348.08,2214.7,1624.9,642.12,2109,2333.8,677.68 217 | 554,1245.4,2788.7,426.52,1556.2,1303.4,430.2,529.4,2111.5,1112.2,501.16,473.88,379.16,413.56,268.84,180.96,437.8,1020.3,1696.1,1569.4,462.28,2538,2074,983.84 218 | 572.48,3467.7,2202.4,1118.9,1261.7,2062,382.08,963,2594,2034,382.24,1461.1,384.32,1510.4,175.8,227.36,319.36,2521.2,1636.9,1345.5,442.76,4427.4,1859.4,1548.4 219 | 525,2519.8,2106.8,349.04,337.32,1611.2,364.16,980.24,2054,1953.3,373.96,2318.6,362.8,461.88,264.84,189.28,313.12,1688.4,1722.3,331.36,406.52,3117.3,2373.7,1695.4 220 | 562.88,1760.2,2113.6,313.08,398.08,2332.7,363.8,566.92,849.72,1775.1,331.76,2323,334.24,1059.2,277.56,193.52,337.92,1618.8,1169.8,355.76,412.8,3120.2,3710.9,785.32 221 | 699.44,1781.2,1674.2,302.28,325.72,1690.9,394.96,488.32,861.76,1947.3,335,1579,343.52,1572.6,249.04,240,330.4,1532.7,452.28,306.96,383.92,2649.3,2124.8,634.76 222 | 1173.2,1332.8,723.32,359.64,315.12,3174.7,524.16,375.52,438.6,2003.5,382.52,1129.6,337.64,668.72,177.08,193.92,313.8,940.2,399.92,347.56,432.12,2281,4490,469.68 223 | 1087.7,1918.4,1531,321.68,1222.2,2396.6,1176.3,848.48,297.32,905.28,393.4,383.6,1585.4,337.44,360.6,224.28,718.56,371.96,779.6,334.6,662.8,2391.8,2391.9,351.96 224 | 2583.7,2744.4,2402.9,316.24,2484.2,651.28,1406.7,759.28,388.12,805.04,1270.8,382.96,2288.4,531.36,497.64,176.76,2773.8,293.2,1285.5,364.8,3571.2,1456.9,1386.8,325.8 225 | 3244.6,3569.1,4705,372.08,886.8,338.04,2907.2,418.52,646.76,636.24,831.12,328.24,2466.5,499.8,441.28,258.64,2429.7,362,2124.7,312.68,2955.6,1073.4,2043.2,693.4 226 | 1849.2,1790.8,4651.2,310.56,620.4,1045.8,2256,367.32,716.68,544.56,2621,383.44,893.6,971.96,423.08,180.52,2255,299.84,1077.9,307.4,2557.8,970.08,2863.5,799.8 227 | 1800.9,1788.2,1858.8,311.48,697.84,368.24,2729.9,439.48,1569.6,560,921.48,320.24,1512.8,1859.8,502.16,234.52,2069,340.96,1155.8,341.32,2198.8,996.56,755.72,322.08 228 | 1826.7,988.72,1680.2,1202.2,2322.2,906.48,2969.8,399.6,1592.4,496.84,411.56,364.84,756.88,1665.4,472.8,180.16,1861.7,312.28,1486.2,1050.9,2484.7,1849.6,355.2,336.72 229 | 1812.8,1757.1,651.52,513.92,4425.2,2380,1641.6,372.4,730.8,588.48,331.92,1903.6,1309.2,672.2,484.24,237.36,1958.3,339.8,487.52,859.96,2515.3,2717.1,338,342.56 230 | 1907.5,2985.4,325.08,304.44,3770.1,2455.2,1019.8,385.68,769.84,698.32,392.28,1834.6,1751.2,476.44,416.68,211.68,1276,1367.1,447.12,323.52,3027.2,4824.4,377.12,319.52 231 | 1813,2472.2,322.96,356.08,2386.5,2795.8,386.4,613.8,2473.4,977.12,301.2,1634,954.84,352.84,476.64,257.88,584.4,2271.6,403.28,351.16,1957.7,4268.5,314.72,1212.9 232 | 1080.8,2177.2,373.52,306.24,1139.9,2198.6,442.56,571.36,2504.9,2095,347.64,1713.2,379.24,392.32,497.72,155.08,344,2357,398.88,302.72,1165.4,2783.3,334.92,1779.1 233 | 769.64,3147.7,964.84,311.48,651.4,988.84,370.28,1416.5,1424.3,3294.6,1053,1346,335.52,330.04,498.32,183.96,329.56,1744.7,378.96,350.44,2332.7,2417.4,341.92,1648.1 234 | 653.6,1483.2,392,362.04,813.92,1117.6,354.56,978.04,1230.2,1102.3,564.56,383.08,370.28,393.16,394.24,266.8,370.6,1236.8,1405.7,332.2,3520.6,890.96,1206.6,1057.6 235 | 1407.9,756.64,360.76,314.16,3821.6,350.16,1391.9,608.32,1165.6,387.12,995.28,512.48,1633,544.44,478.28,165.68,382.16,309.52,469.2,372.4,1992.9,315.48,1946.2,786.48 236 | 2899.5,740.6,469.88,300.32,3483.1,793,2820.6,683.88,1147.2,375.36,2587.8,471.96,1001,348.16,348,256.72,485.8,351.72,2182.8,308.6,1321.2,342.8,3488.1,707.28 237 | 3940.5,607.32,938.96,353.2,2923.7,617.52,2505.5,700.32,1259.9,369.84,2071.4,1663.6,807,718.92,244.52,182.44,975.52,271.48,2349.7,353.28,940.56,325.56,1909.8,2698.2 238 | 3547.6,456.08,1485.1,480.84,2669.8,369.8,1803.2,854.8,1291.6,342.2,1439.4,995.96,666.44,721.36,181.64,225.08,2661.6,309.84,2207.2,309,2786.9,330.92,2355.3,2270.5 239 | 1171.7,463.2,2288,1308.6,3553.5,356.48,1617.1,837.4,3185.5,329.04,524.68,347.2,1961.2,374.92,252.56,213.76,2119.1,270.44,1477,491.88,2499.4,354.4,1663.8,1135.9 240 | 397.12,488.12,460.48,409.88,1934.4,320.36,1609.7,725.48,914.64,347.36,524,363.32,2270.2,313.32,273.48,252.52,368.24,335.64,1254,1394,1257.6,318.84,1639.4,2200.9 241 | 326.04,1021.9,3004.4,300.16,1687.2,881.6,1588.2,795.28,373.48,1136.2,604.04,344.8,1629.1,370.48,211.44,161.04,348.16,1160.5,1310.5,368.24,896.52,2464.2,529.68,996.88 242 | 353.6,1270.2,2789.3,305.72,1624.5,2159.8,384.12,800.6,418.16,2283.1,444.08,1517.8,933.8,347.72,220.24,235,327.72,2559.2,1389.8,309.52,1354.5,3433.1,346.6,906.32 243 | 362.52,2446.5,1613.3,369.84,1627.2,2035.2,361.64,663.64,301.92,1748.5,284.4,748.04,309.08,594.48,249.24,216.56,313.48,1530.1,2105.8,345.52,430.8,1699,334.8,418.72 244 | 333.4,2422.2,1815,305.56,1663.3,1609.8,1739,2272.4,351.72,1783.7,1155.4,1730,338.76,1094.4,256.64,232.4,345.04,1549.3,1583.4,318.52,369.88,1586.1,375.28,678.48 245 | 1229.4,2416.2,946.68,301.88,929.08,1603,1743.2,806.32,422.36,2009.3,361.28,1094.7,351.44,949.68,211.72,194.64,340.32,1524.7,1405,338.08,407.64,1607.3,334.2,824.64 246 | 350,2004.2,2673.5,351.24,341.88,1785,1727.2,744.4,276.6,1461.6,847.52,352.68,326.28,421,256.52,247.8,334.64,1895.2,697.04,329.04,389.4,1632.5,1413.8,1660.8 247 | 772.2,2067.7,4758.4,307.12,749.32,1486.6,1706.8,1473.3,387.04,895.8,341.52,333.56,1373,464,231.32,153.12,818.64,2244.7,931.56,350.6,437.88,1814.4,1661.3,1975.7 248 | 1127.4,1335.8,5093.8,312.32,1688,350.08,2682.3,1213.6,385.04,570.44,1434.8,349.76,1544.4,1087.1,284,268.68,2177.5,1170.3,3037.2,343.16,966.92,948.04,2552.4,3289.8 249 | 2573.4,2280.8,4717.4,785.4,2534.2,354,3215.5,595.88,1276.6,743.36,1224.6,344.72,289.32,2210.2,224.08,257.44,1705,361.64,2543.6,334.44,1856.6,326.4,2762.6,3109.1 250 | 1991.6,2306.1,2974.1,1070.6,1696.9,376.16,2148.3,450.36,588.72,2252.6,2701.2,340.28,611.88,1464.8,214.12,162.08,1489.6,326.76,2000.7,326.4,2128.1,372.08,1214.7,3100.6 251 | 1953,2282.2,2336.3,306.84,3014.8,392.68,2584,404.88,2726,3635.6,1502.2,343.24,1133.5,930.28,264.4,251.56,1702.6,277.84,1766.5,1033.3,2116.3,312.6,696.24,3093.9 252 | 1832.6,2471,1939,342.2,653.36,1646.6,1709.8,425.56,2910.1,4205.2,429.92,325.52,908.2,1299.2,268.28,165,619.44,348.76,1155.3,828.32,3236.5,347.68,512.8,3004.8 253 | 2483.4,4515.5,581.32,339.68,405.56,1728.8,1335.7,410.44,2106.2,2628,376.64,782.8,567.68,1227.1,190.08,250.44,356.12,563,650.6,354.2,2819,596.44,498.44,1812.2 254 | 1769.7,7216.6,420.48,316.52,1143.8,1152.2,1189.8,733.36,1476.8,1526.3,371.44,2097.5,3379.5,2000.4,259.88,224.6,916.28,3521.6,1002,350.84,3617.7,1278.5,366,1707.8 255 | 734.08,5343.6,352.88,314.8,384.96,2435.9,483.2,1247.5,2194.9,1103,414.16,2190.4,1596.5,1952.9,256.96,202.64,1235,2350.4,562.56,312.48,2267,3653.4,342.68,1696.8 256 | 732.92,4025.6,325.24,341.36,473.56,2682.3,374.4,765.16,1661.8,790.12,386.2,1205.5,4791.5,1957.5,244.32,201.48,952.64,2417,429.36,330.8,2714.1,2495.6,651.48,1669.9 257 | 756.88,3587.7,365.84,300.16,362.04,1300.4,368.08,849.92,1787.8,2586.8,351.52,667.56,1192.7,1059,211.72,187.28,320.84,1923.8,456.44,322.36,2274.8,2376.2,972.08,2004 258 | 1198.7,4174,331.4,295.4,367.48,629.08,377.84,617.96,1771.8,663.32,389.84,1541.3,782.32,496.56,265.96,230.08,341.24,1055.7,399.08,348.04,3245.6,1387.4,334.12,2944.7 259 | 1636.3,2327.6,1847.2,351.52,538.76,327.24,429.64,484.28,1016.7,361.48,1462.4,313.64,390.32,403.76,234.6,204.2,371.48,267.96,463.56,326.04,2625.9,938.48,1542.8,2932.9 260 | 1735.2,999.88,3725.2,973.56,3450.5,398.92,780.96,972.2,632.28,268.44,2269.9,571.36,396.84,373.52,257.36,239.92,907,339.92,1447,362.36,2364.7,882.8,2633.8,1914.1 261 | 2120.6,640.64,2854.8,890.4,3382.6,321.96,1417.8,693.72,1295.5,400.68,2640.4,841.6,977.52,366.76,209.32,160.96,2132,280.76,2509.1,328.04,3401.3,1124,2086,1639.2 262 | 1777.7,589.96,1596.4,354.6,3541.5,710.24,2318.7,994.24,1947.8,264.64,2425.2,1711.8,312.48,369.32,269.84,252.56,1598,313.72,844.8,442.36,2933,817.64,1680.2,1631.4 263 | 3669,585.28,1618.7,311.96,2140.9,689.8,1647.9,1847.5,3136.3,306.44,1764.6,2803.6,1885.4,401.12,229.12,207.92,595.68,346.08,1360.8,1398.3,3378.8,982.52,1590.9,1672.2 264 | 2296.7,579,1631.8,311.4,1083.3,364.56,1409.2,601.12,1038.4,347.08,1099.5,1272.8,555.48,1196.4,256.08,230.72,325.88,279.8,807,350.36,2886.1,1002.6,1590.3,1599 265 | 775.32,374.12,1626.3,354.2,336.04,1016.1,1529.5,1709.8,454.52,1081,517.84,3438.1,410.08,1751.7,205.2,190.56,539.16,713.96,767.16,320.4,1723.3,2593.8,1619.4,2157.8 266 | 581.16,528.32,408.72,303.36,325.12,2231.2,1086.6,1626,379.52,1370.4,876.76,2803.9,280.88,2123.4,243.84,258.36,824.76,2450.5,2077.8,370.96,1591.8,3898,1653.8,2443 267 | 563.44,1430,385.04,307.2,348.12,2396.3,4209.9,716.6,333.96,2005.1,623.76,1356.5,371.04,777.52,279.12,229.32,361.28,2285,1705.2,334.12,1602.9,2446.8,1031.3,3674.5 268 | 591.44,935.92,354.52,336.84,400.88,2591,3096.1,467.44,371.36,1735.4,552.8,3021.5,343,361.04,187.44,203.52,313.6,1652.2,941.32,349.84,1602.6,2215,807.48,3220 269 | 556,1756.8,324.8,312.36,317.88,2608.7,3487.9,460.32,261.76,918.32,342.32,4178.6,356.32,375.68,235.24,270.56,335.04,1767.6,417.6,307.4,1586.9,2096.6,853.24,4197.6 270 | 528.24,2865,404.76,302.64,1019.7,4149.2,3695.7,403.64,395.08,345.12,378.64,2267.5,352.64,398.92,276.68,159.28,336.4,1306.9,452.28,352.68,1583.7,2115.3,2982.5,2952.1 271 | 576.76,1160.7,2401.4,938.16,997.56,2479.2,6787.7,429.76,879.52,608.04,908.56,501.32,1000.3,327.72,261.08,247.68,1002.8,2208.3,2941,319.96,2175.8,2191.4,2710.8,2204.5 272 | 2252,3285.4,3705.9,940.12,2457.8,1666.4,4463.7,749.28,2206.9,349.56,1091.8,315.68,1701.5,400.4,182.88,267.64,2427.6,1846,5889.3,353.6,4040.8,2216.6,1980,2140.5 273 | 2727.2,2425,3671.3,313.6,1737.9,1545.5,3691.9,374.12,1592.1,542.28,2523.5,364.36,558.92,439.52,293.84,167.92,2094.2,555.8,5896.4,324.44,1979,2283.3,3596.1,2663.4 274 | 1185.1,1206.5,2798.4,307.24,1720.6,343.24,4127.1,612.72,1429.3,776.64,1655.4,355.4,2371.6,632.8,274.48,262.92,2567.5,581.32,2954.6,1300.9,1684.3,1530,2614.7,2237 275 | 2901.5,1739.6,1745.1,356.16,643.8,407.36,3787.7,1032.1,349.6,901.24,1280.8,365.28,1092.9,655.92,174.76,195.88,1770.6,828.6,2651.4,546.12,1636.5,846.96,1805.4,2090.2 276 | 3476.5,2415.6,362.84,310.88,447.48,534.04,3903.3,468.6,345.52,335.88,482.72,256.6,1138,1340.3,279.88,206.44,1007.4,1758.4,532.48,346.6,1889.2,953.76,367.08,2694.4 277 | 1449.7,4237.8,332.04,314.56,372.6,603.52,4001.6,369.56,332.76,1671.6,268.68,760.36,3273.9,710.24,257.36,202.32,653.4,3575.7,439.44,305.76,1842.2,1468,322.6,2215.5 278 | 733.04,5705,335.16,348,977.44,4591.2,1726.8,416.8,384.88,2269.7,379.92,560.16,2348,656.28,228.8,281.08,300.92,4187.6,442.64,359.12,2373.3,4537.2,353,1651.2 279 | 2838.6,4621.8,383.32,309.48,521.56,3088.8,1690,511,1579.6,1319.4,255.32,1798.2,632.4,618.56,222.6,176.4,341.12,4334.3,465.12,323.88,2651.4,4640.8,319.8,1370.9 280 | 1926.9,4165.3,1117.6,307.08,421.08,3089.1,1694.6,376,3993.1,2473.6,381.48,1416.2,973.96,618.24,267.12,246.16,358.4,3988,911.04,375.36,773.56,3331.5,1000.8,369.2 281 | 1653.7,1865.1,318.04,324,847.84,1157.1,1748.4,665.24,3610,1295.7,980.6,1635.6,490.32,613.68,233.68,240.08,321.92,3742.6,583.64,315.4,916.32,1115.2,362.4,665.6 282 | 3150.7,1195.1,340.88,1070.2,694.32,397.84,526.76,824.92,2658.3,339.92,350.28,1960.7,513.28,603.36,180.24,175.52,592.56,2938.2,435.8,344.64,1688.5,1016.1,314.8,977.16 283 | 6236.2,1181.6,1254.3,726.48,2501.3,404.92,417,550.52,836.6,391.24,912.8,1847.4,690.12,706.92,280.88,274.84,1087.6,2403,1932.1,309.8,1678.2,340.76,481.8,1426 284 | 4396.8,1141,3114.8,309.88,3571.6,347.56,680.96,390.32,662.4,401.28,1939.5,1985.5,661.72,626.36,267.08,184.6,2374.8,1160.4,3323.6,355.36,1150.4,323.84,2558,1828.2 285 | 4124.8,1141.6,2943.5,345.44,5620.4,343.04,709.68,1361,1620.7,346.6,2339,1466.2,1492.7,905.04,180.8,234.6,2571,1473.7,2265.9,1054.2,1652.8,361.76,2565.4,1720.9 286 | 3859.4,1067.2,2187,308.44,6017,320.92,1963.3,471.36,1192.3,422.76,1603.4,1887.3,512.68,1187,263,190.96,2516.7,1505.2,2360.7,742.56,3380.6,314.4,1728.5,1675.2 287 | 5322.3,581,2127.4,347.64,795.44,1051.7,2115.4,490.4,2139.6,316.48,1544.1,999.76,1555.5,626.56,239.36,235.6,1982.7,845.64,1752.3,338.52,2028.6,359.2,2091.2,623.12 288 | 5021.2,440.92,2364.9,363.6,416.72,361.28,1148.1,507.12,1528.5,441.36,1044.2,533.48,1970.9,610.4,203.8,216.28,1173.8,316.28,1671,339.52,569.6,323.08,1273.4,350.88 289 | 5604.2,883.8,2454,302.76,372.72,336.88,777.64,420.04,604.6,1711.5,2466.8,568.2,1040.3,585.16,260.44,232.92,547.24,359.48,930.56,2120.5,385.72,1585.6,1041.9,617.52 290 | 4496.8,2627.3,2669.6,302.56,400.56,546.84,1467.5,424.76,392.72,1856.8,890.6,559.6,324,837.04,182.88,257.64,374.8,418.48,393.8,3393.1,414.16,3590.3,1597.8,334.76 291 | 3752.3,2601.2,3846.8,350.88,387.4,1911.9,1715.3,452.96,1027.2,1933.4,3660.4,649.6,286.84,2296.2,242.16,175.32,364.32,659.08,456.92,2974.4,377.76,3235.1,1661.5,310.6 292 | 2932.3,2905.8,3020,295.36,331.32,2443.9,764.6,375.04,396.68,1635.2,1155.1,737.6,319,1667.8,277.68,253.2,300.88,818.24,720.88,3977.4,436.76,1992.9,3035.8,340.84 293 | 2466.7,3303.6,1645.5,1482,765.68,2449.9,418.64,456.36,322.32,1849.7,1178.6,1232.3,354.76,1109.1,200.4,194.16,314.2,826.04,599.52,3323.5,385,1601.6,4813.2,311.68 294 | 1620.1,3331.4,1557.7,359.88,555,3537.1,3288.5,451.12,351.52,1758.2,3488.3,1419.1,247.04,640.64,223.56,244.76,328.92,1153.5,584.4,2401.1,402.48,1656,3306.3,593.6 295 | 1652.1,2292.1,1364.5,306.52,814.4,2260.8,4811.9,990,1593.2,1173.5,2167.4,1271.1,363.68,592.88,265.88,194.68,1467.5,1725.7,479.12,2465.4,1884.2,1951.4,1594.8,1021 296 | 1609.4,1938.2,888.2,303.68,2708.4,2265.8,3753.8,894.04,2199.9,343.44,2174.3,1325.1,1886.5,602.8,210.36,222.44,2142.2,1831.8,1786,2588.6,2881.1,1351.8,2710.1,339.32 297 | 610.68,1787.3,2039.2,352.52,2431.2,1791.3,3674.3,429.36,1833.2,294.12,1955.1,624.44,1701.2,606.8,266.76,241.64,2143.4,1866.4,2306.4,3574.4,1691,647.12,1767.2,326.72 298 | 1885.4,1759.9,2177.6,309.84,1862.1,1758.6,3065.9,373.84,1628.1,301.72,1964.7,661.24,1564,747.36,204.76,216.52,1739.1,1949.9,2726.3,1869.1,1648.7,701.92,462.32,330.16 299 | 1199.3,931.36,575.76,306.4,2659.2,1845.8,1912.7,439.24,2863.6,352.56,3143.6,347.16,550.6,691.72,246.6,235.56,3245.9,1800.4,1180.1,928.28,1375.3,2038.8,549.68,350.32 300 | 2161,488.2,698.08,342.16,2218.8,3146.5,586.4,446.32,1692.4,367.12,1255.8,362,371.96,655.24,245.48,185.56,1563.9,1525.6,492.24,889.04,374.8,1550,599.24,305 301 | 2826.8,1398.5,488.36,335.12,2178.1,3086.8,408.44,392.24,387.76,275.44,411.12,355.2,298.36,1222.2,212.08,261.6,533.92,516.84,432.76,952.12,421.72,2021.3,431.68,309.44 302 | 2737.4,3051.1,351.44,307.88,2131,4074,397.72,375.76,1035.2,540.88,397.12,326.44,383.72,1915.4,263.28,162.96,404.36,1204,770.92,892.72,382.76,3373.7,440.04,317.16 303 | 1478.9,3421.7,344.36,857.24,2368.3,4456.6,467.28,423.32,1121.8,1267.1,346.44,311,522.52,1000.8,225.68,269.96,1668.4,3009.6,960.24,912.08,429.68,3337.6,586.48,477.2 304 | 619.92,2242,376.48,1031.2,3338.2,3810.6,621.68,438.8,1781.3,1937.4,441.2,359.72,1547.3,1788.9,197.8,209.76,3575.5,3725.7,461.36,899.96,379.4,3264.6,780.16,1300.8 305 | 959.32,3118.8,956.72,297.16,2206.8,3621.8,806.8,2726.8,1375.8,2016.1,317.64,435.44,567.44,762.68,285.24,206.84,3192.7,2981.9,393.2,1718.6,388,1355.4,427.96,313.84 306 | 2307,2528.2,482.32,301.84,1876.2,3248.3,392.44,3092.6,2415.4,767.48,441.2,298.4,514.76,946.12,156.56,191.96,2031.8,545.24,442,1738.4,398.12,440.88,403.48,322.24 307 | 4945.9,2109,1385.8,351.08,2950.7,3416.9,1229.2,5507,860.32,400.6,839.24,1826.2,2731.5,1067.6,256.64,255.8,416.72,417.44,1075.1,2188.7,1008,344,393.76,366.2 308 | 4565.5,1149.1,2564.8,298.68,3065.5,2766.4,3614.4,4563.8,1566.6,318.4,1931.8,586.88,2752.3,583.04,274.6,171.2,2008.7,400.84,2665.1,930.88,2404.6,311.32,1221.5,305.4 309 | 3501.3,1209.2,1696.6,372.8,2813.8,1646.5,1769,1796,2636.2,366.8,470.56,993.72,2105.6,630.24,173.48,267.44,1989.1,456.04,1756.3,897.32,1595.7,356.12,3445.8,308.6 310 | 2739.6,536.56,1622.8,355.24,3398.4,1577.1,1777.6,1263.5,1811.9,298.84,540.36,290.32,1075.6,557.68,270.32,183.28,845.52,338.64,1793.3,938.6,1861.4,806.64,2961,346.76 311 | 730.56,468.44,1797.3,304.88,1816.6,1026.1,1860.6,446.08,714.04,329.72,1263.3,345.04,848.16,602.36,181.56,222.2,605.4,469.48,2836.9,904.2,2373,508.04,1174.5,323.44 312 | 319.68,2137,2450,305.88,554.08,371,1815.2,635.76,1073.6,324.6,918.32,347.92,401.4,591.32,224.16,199.28,824.2,1167.7,2083.6,920.48,870,326.16,2819.8,304.44 313 | 354.88,975.04,1018.6,357.32,353.32,323.8,1778,1800.2,554.08,947.56,2003.9,352.8,410.04,797.6,214.32,267.6,537.52,918.8,1844.8,872.56,407.88,525.68,4089.9,1438.1 314 | 349.28,1876.6,473.84,958.72,400.52,329.48,1816,2517.1,354.68,1758.9,1933.9,375.68,328.88,1882,253.92,182.8,646.52,2952.1,707.2,906.72,445.08,3295.6,1955.8,701.8 315 | 347.36,1983.9,984.32,862.24,359.08,345.88,870.24,1453.7,381.2,1921.4,1742.4,539.64,383.52,1917.1,219.84,255.88,417.96,1865.1,567.92,1583.5,407,3729.8,2164.6,323.44 316 | 810.72,2325,1027,353.2,1235.9,830.68,476.08,2094,355.44,2161.1,1734.1,540.36,416.96,944.52,183.12,261.12,332.88,1892.4,775.88,875.48,426.12,1939.7,3253.2,310.64 317 | 568.08,1990.6,1224.9,299.68,334.76,1669.2,493.16,3659.4,348.96,2315.4,1650.9,545.84,932.36,504.04,273.2,224.76,391.6,2048.5,922.2,915.96,445.12,1089.2,980.88,349.32 318 | 373.92,2102.7,2380.7,312.36,419.28,2305.9,512.32,2693.5,347.72,4096.8,479.44,1565.4,852.68,622.04,227.28,260.92,1152.2,1981.9,533.6,888.36,369.16,966.44,1650.3,314.24 319 | 756.64,4739.9,2938.9,356.44,359.84,2985,435.48,2365.9,878.08,2128.5,852.72,932.2,1893.2,581.56,205.04,208.88,369.92,1732.8,852.08,920.64,816.8,1599.7,1725.1,327.52 320 | 2484.1,5352.6,3701.8,307.08,963.44,2777.7,676.68,2465.6,2293.6,1798.6,1937,268.28,1026.1,600.28,249.88,231.28,319.96,968.12,2379.2,882.44,2976,2823.8,2889.1,351.16 321 | 3115.4,4745.8,3151.2,303,1572.6,1650.9,1635.3,2916.9,2239.1,1155.8,1200.3,360.56,1969.1,588.2,227.48,186,604.96,720.92,2418.1,943.08,2647.6,3517.4,2806.5,322.72 322 | 2251.9,3208.8,3980.6,334.36,2455.8,812.44,2694.8,1798.5,2126.3,578.36,2501.5,324.56,1638.4,586.16,219.6,248.2,478.12,742.24,2708.2,882.2,2328.3,2375.6,1690.9,319.6 323 | 1830.6,1949.2,2204.7,319.8,2583.2,1438.1,3094.3,451,674.52,524.4,2018.4,377.68,612.68,631.84,251.08,176.24,634.56,671.16,2231.4,896.68,1703,1674.8,1019.6,1552.6 324 | 1784.6,755.04,406.28,314.08,2261.1,706.44,2148.8,376.36,316.56,614.44,1325.6,223.72,303.8,548.92,159,268.08,2758.9,444,569.84,1759.4,1659,1884.2,730.52,321.36 325 | 1851.7,837.16,409.52,1140.6,1969.2,4364.4,565.12,391.04,683.56,494.68,898.6,379.84,1512.3,1596.2,266.2,248.28,4289.5,378.12,1289,903.64,2062.1,1910.2,390.04,315.24 326 | 1800.1,1769,352.44,693.08,1870.3,1937.3,409.36,425.96,413.48,857.24,656.16,301.24,951.84,1954.2,267.32,167.4,2467.8,1136.2,451.44,911.44,2049.3,4682.1,416.48,340.16 327 | 888,2268.4,357.8,305.28,1858.1,4173.8,378.28,1204.5,684.68,1930.4,557.52,295.4,410.28,2376,169.32,258.64,2124.8,1706,499.92,882.44,846.44,2389.5,400.96,334.08 328 | 579.36,3264.4,426.52,1027,983.76,3666.8,394.76,1666.8,542.32,1563,618.4,427.16,2249,2702.3,249.92,188.72,1603,2473.5,511.48,908.08,672.88,4014,832,310.36 329 | 554.6,3536.1,358.52,2545.6,900.28,1303.7,446.12,1707.4,683.84,520.68,943.16,1687.1,1865,2370.5,259,256.8,861.96,2695.7,432.64,856.08,452.56,3606.9,645.04,769.28 330 | 763.84,2231.1,855.32,3417.5,637.24,502.28,386.68,643.8,943.36,538.6,474.4,1779.6,494.6,762.48,188.24,211.88,710.6,1457.2,519.92,1004,1775.8,4016.4,383.08,325.68 331 | 1349.1,1743.5,1753.8,3253,1132.1,436.72,1244,400.88,1233.3,334.76,249.44,1813.8,501.88,442.76,254.8,217.12,1025.4,404.28,2210.5,385,1333,3047.6,986.6,810.68 332 | 3609,1410.8,2994.3,1954.7,1747,412.04,1144.6,377.88,790.8,325.2,719.16,1520,442.24,503.12,197.28,191.52,1533.2,458.56,3577.4,584.04,1871.6,1490.2,2417.8,1274 333 | 6164.2,3245.8,3381,1952.5,1830.8,341.24,2055.5,460.92,1600.9,320.36,1070.2,557.76,496.24,417.36,219.4,256.68,3963.4,449.32,1883.9,1772.4,1629,350.32,2917.6,1327.5 334 | 5694.2,1351.2,2376.4,2004.4,2048.2,341.64,1707.2,458.24,3220,339.24,1581.6,564,1162.2,400.6,212.72,168.32,2191.2,367.92,1716,1438.8,2087.3,318,1741.8,1858.6 335 | 1339.8,573.16,1639,1814.8,2698.8,660.12,2290,371.6,1231.2,293.36,2159.4,463.4,1147.6,382.8,266.96,276.08,1369.4,433.76,2446.1,687.8,2017.3,364.16,1714.3,2496 336 | 877.12,517.8,1596.2,639.36,551.24,712.12,3333.2,370.84,357.72,781.36,2053.8,576,1116.2,396.76,209.28,201.48,741.2,382.36,2528,639.6,1006.5,329.04,1675.5,3085.5 337 | 877.88,1807.9,1611.3,692.72,1428.7,549.4,5356.3,944.68,447.6,612.32,3810.4,517.28,524.12,1164.5,194.32,218.56,591.4,969.12,1525.1,680.52,409.92,352,1677.6,1717.1 338 | 492.24,2600.4,1590.7,642.96,570.04,3070.9,2453.2,658.72,349.88,971.44,5154.6,510.44,1066.7,1791.4,270.16,278.28,601.64,3256.8,2454.2,635.96,380.24,986.12,1722.3,1755.1 339 | 513.52,1937.5,365.88,636.24,351.6,2404.3,439.44,364.68,376.36,1702,2812.5,316.88,317.76,1404.5,176.8,218.76,613.68,2002.6,984.48,713.6,401.12,1822.3,1629.4,1739.7 340 | 463.64,1799.2,535.48,694.12,335.2,1620.6,403.72,389.56,1100.9,1753.8,2585.2,307.72,381.28,894.12,253.2,246.96,482.72,1650.2,2742.1,865.76,378.48,1425.2,395.92,794.72 341 | 464.4,2018.6,534.88,657.68,381.8,1604.7,479.88,453.12,391.32,1146.1,1666.1,336.6,333.96,1562,183.76,251.88,1212.6,1179.3,2234.5,679.36,410.6,1145.3,447.6,872.92 342 | 536.92,1771.8,331.36,660.8,732.96,1558.3,406.96,369.48,322.56,697.68,1947,1242.6,364.6,1259.7,231.84,232.44,579.68,458.04,1995.7,1139,374.8,1211.5,1117.5,583.12 343 | 1411.6,503.44,1197.1,684.6,713.72,392.32,403.56,383.8,671.4,820.6,2878.2,428.08,341.4,880.64,292.08,229.36,1534.1,386.84,2479.9,1095.6,1222.8,1410.6,3185.1,321.08 344 | 2898.6,497.84,2047.5,692.88,328.8,331.12,515.56,410.2,2155,2836.5,4131.2,346.52,673.88,1508.5,195.64,196,2382.2,405.12,2631.2,341.44,2669.2,2344.7,2231.8,300.72 345 | 2677.6,507.2,2810.5,1291.1,915.04,346.6,1911.2,407.72,1271.9,3176,2524,274.04,1578,409.28,225.8,276.72,1998.4,386.32,2337.2,309.08,2446.2,2302.1,2610.5,349.08 346 | 1777.2,494.64,2188.3,1203.5,540,372.48,2026.2,377.12,372.6,1236.5,4278.5,348.44,581.24,343.76,189.64,246.96,1814.8,458.52,2097.1,336.4,1724.7,1681.5,3324.2,316.76 347 | 1864.1,533.32,1258.2,721.68,954.56,378.4,3506.3,1231.9,1103.1,949.24,1097.4,344.08,365.88,415.88,277.48,221.28,1880.9,415.88,1849.4,315.04,1848.5,1419.4,1895,982.24 348 | 3197.3,457.28,1120.6,656.92,1740.4,360.56,1151,443.8,429.72,1915.3,915.32,340.12,432.48,403.72,221.92,265.2,985.24,483.44,1740.6,308.2,818.76,1207.5,1150.6,533.52 349 | 6284.7,2053.2,1263.5,675.8,1961,364.24,412.6,383.96,1754.9,2014.2,593.36,282.28,633.88,646.44,195.16,225.52,741.2,1139.5,469.8,340.4,2172.4,4419.6,458.04,315.2 350 | 4425.9,3072.7,322.36,699.68,1890.4,1100.6,414.32,377.64,2812.8,2730.3,499.36,315.32,938.88,1814.8,258.36,202.36,960.52,1880.9,490.76,293.24,1164,3316.1,427.48,1300.2 351 | 3927.9,548.64,378.24,676.04,1878.8,2469.3,395.28,404.96,4042.9,2217.7,316.36,371.12,960.08,2906.6,241.44,253.52,824.04,2851.7,493.4,332.76,2704.6,7116.6,396.56,2536.4 352 | 2570.5,589.56,314.92,660.88,1473.2,3151.5,455.04,426.12,1708.6,1487.7,303.4,305.52,415.04,1994.2,208.68,184.88,762.36,4180.4,456.48,1108,5020.2,4988,1344.7,1915.5 353 | 2295.4,559.36,303.8,674.84,524.2,2821.2,396.08,384.88,567.2,1799,313.04,559.76,502.52,3637.6,242.64,274.36,724.56,2345.6,475.12,1126.4,4110.2,2982.7,426.28,1141.5 354 | 2475.8,2218,313.24,679.36,465.12,1751.1,495.52,363.4,788.6,2368.7,302.76,1324.5,1011.6,2271.7,227.92,255.96,1708.4,553.52,541.8,825.44,5437,1997.3,382.96,1015.8 355 | 3141.4,917.92,1066.4,667.88,3655.2,1675.3,1443.3,441.84,1490.2,1598,1839.8,592.32,857.76,552.4,212.4,172.36,1862.7,469.36,925.48,2218.2,4595.1,467.84,745.88,2349.2 356 | 2021.5,510.76,3652.7,1843.5,3453.9,935.76,2153.8,396.24,1287.7,1944.6,2809.3,592.92,994.2,487.16,262.2,250.44,3205.2,337.96,2568.5,1867.9,3980.5,460.76,4066.3,2158.9 357 | 1995.3,449.52,3536.4,732.68,4150.3,406.12,1691.8,1300,2786.5,1082,1937,860.88,1896.3,468.88,254.36,1934.3,2733,438.16,1947,1854.5,4876.3,403.68,2941.5,2750.7 358 | 3030.8,438.76,1783.5,672.2,3459,413.48,1738.5,513.52,4010,415.92,1883.8,582.28,4607,433.72,178.4,2882.2,3107.4,448,2208.3,2033.8,4482.8,446.32,2255.5,1987.8 359 | 2825.6,454.08,1670.7,661.84,2320.5,351.44,1832.4,433.36,2291.9,262.96,1559.3,948.32,1017.8,481.44,268.56,2571.1,1581,363.2,2200.6,2234,3874.1,396.44,1732.8,1875.3 360 | 1568.5,481.08,1703.4,739.6,1814.8,329.12,481.56,381.6,487.24,323.68,268.16,1187.9,744.88,403.36,186.4,3465.6,1066.3,622.4,2965.1,2223.2,5130,408.72,1824.6,1864.5 361 | 593.24,1590.8,1712.6,666.24,1624.1,391.52,521.2,428.44,355.88,351.16,330.28,767.56,674.16,788.12,239.16,3071.5,422.64,1821.8,1558.8,1833.6,3205.7,1022.9,1909.6,2094.4 362 | 548.4,2686.2,2481.2,1364.4,1165.9,1569.8,1267.3,433.36,963.92,273.68,254.28,3560,333.6,2033,255.92,3171.7,315.6,3254.4,940.28,1860.3,2796.3,3176.5,1793.1,3783.6 363 | 525.84,2049.7,2821.8,2765.5,383.32,1787.2,1240.8,385.68,328.52,1220.4,321.68,3048,412.44,1033.4,164.16,1965.6,343.64,1690.8,1207,1102.9,2969.6,2029.6,2152.3,5014.8 364 | 558.36,1932.9,1727.9,1068.6,325.32,1799.7,594.92,378.64,394.92,1276.2,1325.9,2137.3,350.88,1389.7,272.4,3814.5,373.08,1692,1243,568.64,598.36,1927.5,1517.2,2430.4 365 | 576.88,1507.3,1642.4,775.04,326.72,1873,1438.1,394.72,267.4,1666.4,624,2733.6,385.24,1392.6,261.52,2167.8,313.08,1752.1,800.96,605.16,961.96,1909,560.68,1255.6 366 | 533.52,525.48,1163.9,1562.7,320,1847,1690.7,437.4,418.92,1709.7,425.6,2053.8,756.68,386.6,153,1749.4,332.48,3517.6,501.04,582.32,335.96,1904.6,858.8,690.52 367 | --------------------------------------------------------------------------------