├── tests ├── __init__.py ├── data │ ├── smart-ds │ │ ├── substations │ │ │ ├── format.toml │ │ │ ├── p1uhs23_1247 │ │ │ │ ├── Regulators.dss │ │ │ │ ├── Master.dss │ │ │ │ └── p1uhs23_1247--p1udt21301 │ │ │ │ │ └── Master.dss │ │ │ └── p1uhs21_1247 │ │ │ │ ├── Regulators.dss │ │ │ │ ├── Transformers.dss │ │ │ │ └── p1uhs21_1247--p1udt5257 │ │ │ │ ├── hc_pv_deployments │ │ │ │ ├── close │ │ │ │ │ ├── 1 │ │ │ │ │ │ ├── 5 │ │ │ │ │ │ │ └── PVSystems.dss │ │ │ │ │ │ ├── 15 │ │ │ │ │ │ │ └── PVSystems.dss │ │ │ │ │ │ └── pv_config.json │ │ │ │ │ └── 2 │ │ │ │ │ │ ├── 5 │ │ │ │ │ │ └── PVSystems.dss │ │ │ │ │ │ ├── 15 │ │ │ │ │ │ └── PVSystems.dss │ │ │ │ │ │ └── pv_config.json │ │ │ │ └── random │ │ │ │ │ ├── 1 │ │ │ │ │ ├── 5 │ │ │ │ │ │ └── PVSystems.dss │ │ │ │ │ ├── 15 │ │ │ │ │ │ └── PVSystems.dss │ │ │ │ │ └── pv_config.json │ │ │ │ │ └── 2 │ │ │ │ │ ├── 5 │ │ │ │ │ └── PVSystems.dss │ │ │ │ │ ├── 15 │ │ │ │ │ └── PVSystems.dss │ │ │ │ │ └── pv_config.json │ │ │ │ ├── metadata │ │ │ │ └── pv_systems_sum_groups.json │ │ │ │ └── Master.dss │ │ ├── substations-no-load-shapes │ │ │ ├── format.toml │ │ │ └── p1uhs21_1247 │ │ │ │ └── p1uhs21_1247--p1udt5257 │ │ │ │ ├── hc_pv_deployments │ │ │ │ └── random │ │ │ │ │ ├── 1 │ │ │ │ │ ├── 5 │ │ │ │ │ │ └── PVSystems.dss │ │ │ │ │ ├── 15 │ │ │ │ │ │ └── PVSystems.dss │ │ │ │ │ └── pv_config.json │ │ │ │ │ └── 2 │ │ │ │ │ ├── 5 │ │ │ │ │ └── PVSystems.dss │ │ │ │ │ ├── 15 │ │ │ │ │ └── PVSystems.dss │ │ │ │ │ └── pv_config.json │ │ │ │ ├── metadata │ │ │ │ └── pv_systems_sum_groups.json │ │ │ │ └── Master.dss │ │ ├── README.md │ │ └── pv-profiles │ │ │ ├── 1550396_30.32_-97.65_2019.csv │ │ │ ├── 1550397_30.30_-97.65_2019.csv │ │ │ ├── 1552057_30.36_-97.63_2019.csv │ │ │ ├── 1552060_30.30_-97.63_2019.csv │ │ │ ├── 1557036_30.44_-97.57_2019.csv │ │ │ ├── 1558693_30.44_-97.55_2019.csv │ │ │ ├── 1558694_30.42_-97.55_2019.csv │ │ │ ├── 1558695_30.40_-97.55_2019.csv │ │ │ ├── 1560316_30.44_-97.53_2019.csv │ │ │ ├── 1560317_30.42_-97.53_2019.csv │ │ │ ├── 1561954_30.14_-97.51_2019.csv │ │ │ ├── 1563531_30.14_-97.49_2019.csv │ │ │ ├── 1565105_30.20_-97.47_2019.csv │ │ │ ├── 1565106_30.18_-97.47_2019.csv │ │ │ ├── 1566662_30.24_-97.45_2019.csv │ │ │ ├── 1566663_30.22_-97.45_2019.csv │ │ │ ├── 1566664_30.20_-97.45_2019.csv │ │ │ ├── 1566665_30.18_-97.45_2019.csv │ │ │ ├── 1566666_30.16_-97.45_2019.csv │ │ │ ├── 1566667_30.14_-97.45_2019.csv │ │ │ ├── 1568220_30.26_-97.43_2019.csv │ │ │ ├── 1568221_30.24_-97.43_2019.csv │ │ │ ├── 1568222_30.22_-97.43_2019.csv │ │ │ ├── 1568223_30.20_-97.43_2019.csv │ │ │ ├── 1569769_30.18_-97.41_2019.csv │ │ │ ├── 1569770_30.16_-97.41_2019.csv │ │ │ ├── 1569771_30.14_-97.41_2019.csv │ │ │ ├── 1571310_30.26_-97.39_2019.csv │ │ │ ├── 1571312_30.22_-97.39_2019.csv │ │ │ ├── 1571313_30.20_-97.39_2019.csv │ │ │ ├── 1571314_30.18_-97.39_2019.csv │ │ │ ├── 1571315_30.16_-97.39_2019.csv │ │ │ ├── 1571316_30.14_-97.39_2019.csv │ │ │ ├── 1572846_30.28_-97.37_2019.csv │ │ │ ├── 1572847_30.26_-97.37_2019.csv │ │ │ ├── 1572848_30.24_-97.37_2019.csv │ │ │ ├── 1572849_30.22_-97.37_2019.csv │ │ │ ├── 1572850_30.20_-97.37_2019.csv │ │ │ ├── 1574383_30.28_-97.35_2019.csv │ │ │ ├── 1574384_30.26_-97.35_2019.csv │ │ │ ├── 1574385_30.24_-97.35_2019.csv │ │ │ ├── 1574386_30.22_-97.35_2019.csv │ │ │ ├── 1574387_30.20_-97.35_2019.csv │ │ │ ├── 1505549_30.28_-98.19_2019.csv │ │ │ ├── 1505550_30.26_-98.19_2019.csv │ │ │ ├── 1505551_30.24_-98.19_2019.csv │ │ │ ├── 1505552_30.22_-98.19_2019.csv │ │ │ ├── 1507204_30.28_-98.17_2019.csv │ │ │ ├── 1507205_30.26_-98.17_2019.csv │ │ │ ├── 1507206_30.24_-98.17_2019.csv │ │ │ ├── 1507207_30.22_-98.17_2019.csv │ │ │ ├── 1508860_30.26_-98.15_2019.csv │ │ │ ├── 1508861_30.24_-98.15_2019.csv │ │ │ ├── 1508862_30.22_-98.15_2019.csv │ │ │ ├── 1510517_30.26_-98.13_2019.csv │ │ │ ├── 1510518_30.24_-98.13_2019.csv │ │ │ ├── 1510519_30.22_-98.13_2019.csv │ │ │ ├── 1512173_30.28_-98.11_2019.csv │ │ │ ├── 1512174_30.26_-98.11_2019.csv │ │ │ ├── 1512175_30.24_-98.11_2019.csv │ │ │ ├── 1512176_30.22_-98.11_2019.csv │ │ │ ├── 1513830_30.28_-98.09_2019.csv │ │ │ ├── 1513831_30.26_-98.09_2019.csv │ │ │ ├── 1513832_30.24_-98.09_2019.csv │ │ │ ├── 1513833_30.22_-98.09_2019.csv │ │ │ ├── 1515487_30.28_-98.07_2019.csv │ │ │ ├── 1515488_30.26_-98.07_2019.csv │ │ │ ├── 1515489_30.24_-98.07_2019.csv │ │ │ ├── 1515490_30.22_-98.07_2019.csv │ │ │ ├── 1517146_30.28_-98.05_2019.csv │ │ │ ├── 1517147_30.26_-98.05_2019.csv │ │ │ ├── 1517148_30.24_-98.05_2019.csv │ │ │ ├── 1517149_30.22_-98.05_2019.csv │ │ │ ├── 1518805_30.28_-98.03_2019.csv │ │ │ ├── 1518806_30.26_-98.03_2019.csv │ │ │ ├── 1518807_30.24_-98.03_2019.csv │ │ │ ├── 1535431_30.28_-97.83_2019.csv │ │ │ ├── 1535432_30.26_-97.83_2019.csv │ │ │ ├── 1535433_30.24_-97.83_2019.csv │ │ │ ├── 1535434_30.22_-97.83_2019.csv │ │ │ ├── 1537094_30.28_-97.81_2019.csv │ │ │ ├── 1537095_30.26_-97.81_2019.csv │ │ │ ├── 1537096_30.24_-97.81_2019.csv │ │ │ ├── 1537097_30.22_-97.81_2019.csv │ │ │ ├── 1538757_30.28_-97.79_2019.csv │ │ │ ├── 1538758_30.26_-97.79_2019.csv │ │ │ ├── 1538759_30.24_-97.79_2019.csv │ │ │ ├── 1538760_30.22_-97.79_2019.csv │ │ │ ├── 1540420_30.28_-97.77_2019.csv │ │ │ ├── 1540421_30.26_-97.77_2019.csv │ │ │ ├── 1540422_30.24_-97.77_2019.csv │ │ │ ├── 1540423_30.22_-97.77_2019.csv │ │ │ ├── 1542083_30.28_-97.75_2019.csv │ │ │ ├── 1542084_30.26_-97.75_2019.csv │ │ │ ├── 1542085_30.24_-97.75_2019.csv │ │ │ ├── 1542086_30.22_-97.75_2019.csv │ │ │ ├── 1543746_30.28_-97.73_2019.csv │ │ │ ├── 1543747_30.26_-97.73_2019.csv │ │ │ ├── 1543748_30.24_-97.73_2019.csv │ │ │ ├── 1543749_30.22_-97.73_2019.csv │ │ │ ├── 1545409_30.28_-97.71_2019.csv │ │ │ ├── 1545410_30.26_-97.71_2019.csv │ │ │ ├── 1545411_30.24_-97.71_2019.csv │ │ │ ├── 1545412_30.22_-97.71_2019.csv │ │ │ ├── 1547072_30.28_-97.69_2019.csv │ │ │ ├── 1547073_30.26_-97.69_2019.csv │ │ │ ├── 1547074_30.24_-97.69_2019.csv │ │ │ ├── 1547075_30.22_-97.69_2019.csv │ │ │ ├── 1550398_30.28_-97.65_2019.csv │ │ │ ├── 1552053_30.44_-97.63_2019.csv │ │ │ ├── 1552054_30.42_-97.63_2019.csv │ │ │ ├── 1552055_30.40_-97.63_2019.csv │ │ │ ├── 1552056_30.38_-97.63_2019.csv │ │ │ ├── 1552058_30.34_-97.63_2019.csv │ │ │ ├── 1552059_30.32_-97.63_2019.csv │ │ │ ├── 1552061_30.28_-97.63_2019.csv │ │ │ ├── 1553716_30.44_-97.61_2019.csv │ │ │ ├── 1553717_30.42_-97.61_2019.csv │ │ │ ├── 1553718_30.40_-97.61_2019.csv │ │ │ ├── 1553719_30.38_-97.61_2019.csv │ │ │ ├── 1553720_30.36_-97.61_2019.csv │ │ │ ├── 1553721_30.34_-97.61_2019.csv │ │ │ └── 1553722_30.32_-97.61_2019.csv │ ├── upgrade-models │ │ ├── uo_baseline_scenario_undersized2 │ │ │ └── opendss │ │ │ │ └── dss_files │ │ │ │ ├── pv.csv │ │ │ │ ├── over_voltages.csv │ │ │ │ ├── pv_all_info.csv │ │ │ │ ├── WireData.dss │ │ │ │ ├── topology.png │ │ │ │ ├── line_overloads.csv │ │ │ │ ├── under_voltages.csv │ │ │ │ ├── CNData.dss │ │ │ │ ├── Master.dss │ │ │ │ ├── xfmr_loading.csv │ │ │ │ ├── xfmr_overloads.csv │ │ │ │ ├── feeder_analysis_summary.txt │ │ │ │ ├── LineGeometry.dss │ │ │ │ └── Transformers.dss │ │ ├── sb10_p7uhs7_1247_trans_301 │ │ │ └── p7udt173 │ │ │ │ └── OpenDSS │ │ │ │ ├── SMART-DS_version.txt │ │ │ │ └── Capacitors.dss │ │ ├── sb10_p12uhs0_1247_trans_301 │ │ │ └── p12udt1277 │ │ │ │ ├── OpenDSS │ │ │ │ ├── SMART-DS_version.txt │ │ │ │ └── Capacitors.dss │ │ │ │ └── PVDeployments │ │ │ │ └── readme.txt │ │ ├── sb10_p1rhs25_1247_trans_301 │ │ │ └── p1rdt12732 │ │ │ │ ├── OpenDSS │ │ │ │ ├── SMART-DS_version.txt │ │ │ │ └── Regulators.dss │ │ │ │ └── PVDeployments │ │ │ │ └── readme.txt │ │ ├── K1 │ │ │ ├── Capacitors.dss │ │ │ ├── loadshapes.dss │ │ │ └── Substation.dss │ │ ├── uo_baseline_scenario │ │ │ └── opendss │ │ │ │ └── dss_files │ │ │ │ ├── WireData.dss │ │ │ │ ├── CNData.dss │ │ │ │ ├── Master.dss │ │ │ │ ├── LineGeometry.dss │ │ │ │ └── Transformers.dss │ │ ├── uo_load_2.5_scenario │ │ │ └── opendss │ │ │ │ └── dss_files │ │ │ │ ├── WireData.dss │ │ │ │ ├── CNData.dss │ │ │ │ ├── Master.dss │ │ │ │ ├── LineGeometry.dss │ │ │ │ └── Transformers.dss │ │ ├── uo_baseline_scenario_undersized │ │ │ └── opendss │ │ │ │ └── dss_files │ │ │ │ ├── WireData.dss │ │ │ │ ├── CNData.dss │ │ │ │ ├── Master.dss │ │ │ │ ├── LineGeometry.dss │ │ │ │ └── Transformers.dss │ │ ├── J1 │ │ │ ├── LoadShapes_mod.dss │ │ │ ├── Substation.dss │ │ │ └── Master_withPV.dss │ │ └── M1 │ │ │ ├── loadshapes.dss │ │ │ ├── WireData.DSS │ │ │ ├── Sub_Xfmr.dss │ │ │ └── Capacitors.dss │ └── generic-models │ │ ├── p1uhs21_1247 │ │ └── p1udt5257 │ │ │ ├── PVDeployments │ │ │ ├── p1uhs21_1247__p1udt5257__-1__-1__-1.dss │ │ │ ├── p1uhs21_1247__p1udt5257__close__1__5.dss │ │ │ ├── p1uhs21_1247__p1udt5257__close__2__5.dss │ │ │ ├── p1uhs21_1247__p1udt5257__random__1__5.dss │ │ │ ├── p1uhs21_1247__p1udt5257__random__2__5.dss │ │ │ ├── p1uhs21_1247__p1udt5257__close__1__15.dss │ │ │ ├── p1uhs21_1247__p1udt5257__close__2__15.dss │ │ │ ├── p1uhs21_1247__p1udt5257__random__1__15.dss │ │ │ └── p1uhs21_1247__p1udt5257__random__2__15.dss │ │ │ └── OpenDSS │ │ │ └── Master.dss │ │ └── p1uhs23_1247 │ │ └── p1udt21301 │ │ ├── PVDeployments │ │ └── p1uhs23_1247__p1udt21301__-1__-1__-1.dss │ │ └── OpenDSS │ │ └── Master.dss └── integration │ └── test_transform_model.py ├── disco ├── cli │ ├── __init__.py │ ├── config.py │ └── download_source.py ├── pydss │ ├── __init__.py │ ├── config │ │ ├── exports.toml │ │ └── cba-exports.toml │ └── common.py ├── utils │ ├── __init__.py │ └── custom_encoders.py ├── extensions │ ├── __init__.py │ ├── pydss_simulation │ │ ├── __init__.py │ │ ├── trained_lm_time_prediction.sav │ │ ├── pydss_inputs.py │ │ ├── time_series_impact_analysis_configuration.py │ │ └── snapshot_reports.toml │ └── upgrade_simulation │ │ ├── __init__.py │ │ ├── upgrades │ │ ├── __init__.py │ │ ├── Generic_DISCO_cost_database_v2.xlsx │ │ └── upgrade_parameters.toml │ │ ├── upgrade_parameters.py │ │ └── upgrade_inputs.py ├── models │ ├── __init__.py │ └── snapshot_impact_analysis_model.py ├── pipelines │ ├── __init__.py │ ├── enums.py │ ├── update_config.py │ └── auto_config.py ├── storage │ ├── __init__.py │ └── exceptions.py ├── distribution │ ├── __init__.py │ └── distribution_configuration.py ├── postprocess │ ├── __init__.py │ └── config │ │ ├── __init__.py │ │ └── hc_thresholds.toml ├── version.py ├── sources │ ├── gem │ │ ├── __init__.py │ │ ├── model_input_interface.py │ │ └── factory.py │ ├── epri │ │ └── __init__.py │ ├── source_tree_1 │ │ └── __init__.py │ ├── source_tree_2 │ │ └── __init__.py │ └── __init__.py ├── events.py ├── analysis │ ├── __init__.py │ ├── option.py │ ├── impact_analysis_inputs.toml │ └── configure.py ├── common.py └── __init__.py ├── README.md ├── docs ├── source │ ├── images │ │ ├── feeder.png │ │ ├── hca__pf1.png │ │ ├── upgrades.png │ │ ├── db-tables.png │ │ ├── jade-workflow.png │ │ ├── united_states.png │ │ ├── DISCO-Workflow.png │ │ ├── SMART-DS-flowchart.png │ │ ├── thermal_upgrades.png │ │ ├── thermal_workflow.png │ │ ├── voltage_upgrades.png │ │ ├── voltage_workflow.png │ │ ├── max_voltage_pri_sec.png │ │ ├── thermalafter_thermalupgrades.png │ │ ├── voltageafter_thermalupgrades.png │ │ ├── voltageafter_voltageupgrades.png │ │ ├── thermalbefore_thermalupgrades.png │ │ ├── voltagebefore_thermalupgrades.png │ │ ├── voltagebefore_voltageupgrades.png │ │ ├── output_costs.csv │ │ └── simulation_params.csv │ ├── license.rst │ ├── _templates │ │ └── layout.html │ ├── _static │ │ └── style.css │ ├── build-docs.rst │ ├── analysis-workflows.rst │ ├── advanced-guide │ │ └── upgrade-cost-analysis-generic-models.rst │ └── advanced-guide.rst └── README.md ├── pyproject.toml ├── .flake8 ├── docker ├── setup_singularity.sh └── vimrc ├── tox.ini └── .github └── workflows ├── publish_to_pypi.yml └── gh-pages.yml /tests/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /disco/cli/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /disco/pydss/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /disco/utils/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /disco/extensions/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /disco/models/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /disco/pipelines/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /disco/storage/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /disco/distribution/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /disco/postprocess/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /disco/postprocess/config/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /disco/pydss/config/exports.toml: -------------------------------------------------------------------------------- 1 | 2 | -------------------------------------------------------------------------------- /disco/version.py: -------------------------------------------------------------------------------- 1 | __version__ = "0.5.1" 2 | -------------------------------------------------------------------------------- /disco/extensions/pydss_simulation/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /disco/extensions/upgrade_simulation/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /disco/extensions/upgrade_simulation/upgrades/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /tests/data/smart-ds/substations/format.toml: -------------------------------------------------------------------------------- 1 | type = "SourceTree1Model" 2 | -------------------------------------------------------------------------------- /disco/sources/gem/__init__.py: -------------------------------------------------------------------------------- 1 | from disco.sources.gem.gem_model import GemModel 2 | -------------------------------------------------------------------------------- /tests/data/smart-ds/substations-no-load-shapes/format.toml: -------------------------------------------------------------------------------- 1 | type = "SourceTree1Model" 2 | -------------------------------------------------------------------------------- /tests/data/upgrade-models/uo_baseline_scenario_undersized2/opendss/dss_files/pv.csv: -------------------------------------------------------------------------------- 1 | "" 2 | -------------------------------------------------------------------------------- /tests/data/upgrade-models/sb10_p7uhs7_1247_trans_301/p7udt173/OpenDSS/SMART-DS_version.txt: -------------------------------------------------------------------------------- 1 | 1.0 2 | -------------------------------------------------------------------------------- /tests/data/upgrade-models/sb10_p12uhs0_1247_trans_301/p12udt1277/OpenDSS/SMART-DS_version.txt: -------------------------------------------------------------------------------- 1 | 1.0 2 | -------------------------------------------------------------------------------- /tests/data/upgrade-models/sb10_p1rhs25_1247_trans_301/p1rdt12732/OpenDSS/SMART-DS_version.txt: -------------------------------------------------------------------------------- 1 | 1.0 2 | -------------------------------------------------------------------------------- /tests/data/upgrade-models/uo_baseline_scenario_undersized2/opendss/dss_files/over_voltages.csv: -------------------------------------------------------------------------------- 1 | "" 2 | -------------------------------------------------------------------------------- /tests/data/upgrade-models/uo_baseline_scenario_undersized2/opendss/dss_files/pv_all_info.csv: -------------------------------------------------------------------------------- 1 | "" 2 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # DISCO 2 | DISCO source code repository 3 | 4 | Documentation: https://nrel.github.io/disco/ 5 | -------------------------------------------------------------------------------- /docs/source/images/feeder.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NREL/disco/HEAD/docs/source/images/feeder.png -------------------------------------------------------------------------------- /docs/source/images/hca__pf1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NREL/disco/HEAD/docs/source/images/hca__pf1.png -------------------------------------------------------------------------------- /docs/source/images/upgrades.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NREL/disco/HEAD/docs/source/images/upgrades.png -------------------------------------------------------------------------------- /disco/events.py: -------------------------------------------------------------------------------- 1 | """Defines disco structured log events""" 2 | 3 | EVENT_NO_CONVERGENCE = "no_convergence" 4 | -------------------------------------------------------------------------------- /disco/storage/exceptions.py: -------------------------------------------------------------------------------- 1 | 2 | class IngestionError(Exception): 3 | """Raise when ingestion failed""" 4 | -------------------------------------------------------------------------------- /docs/source/images/db-tables.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NREL/disco/HEAD/docs/source/images/db-tables.png -------------------------------------------------------------------------------- /pyproject.toml: -------------------------------------------------------------------------------- 1 | [build-system] 2 | requires = ["setuptools>=42"] 3 | build-backend = "setuptools.build_meta" 4 | -------------------------------------------------------------------------------- /tests/data/upgrade-models/K1/Capacitors.dss: -------------------------------------------------------------------------------- 1 | New Capacitor.10548920-1 bus=10548920 kV=13.8 kvar=300 conn=wye 2 | -------------------------------------------------------------------------------- /docs/source/images/jade-workflow.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NREL/disco/HEAD/docs/source/images/jade-workflow.png -------------------------------------------------------------------------------- /docs/source/images/united_states.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NREL/disco/HEAD/docs/source/images/united_states.png -------------------------------------------------------------------------------- /docs/source/images/DISCO-Workflow.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NREL/disco/HEAD/docs/source/images/DISCO-Workflow.png -------------------------------------------------------------------------------- /docs/source/images/SMART-DS-flowchart.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NREL/disco/HEAD/docs/source/images/SMART-DS-flowchart.png -------------------------------------------------------------------------------- /docs/source/images/thermal_upgrades.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NREL/disco/HEAD/docs/source/images/thermal_upgrades.png -------------------------------------------------------------------------------- /docs/source/images/thermal_workflow.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NREL/disco/HEAD/docs/source/images/thermal_workflow.png -------------------------------------------------------------------------------- /docs/source/images/voltage_upgrades.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NREL/disco/HEAD/docs/source/images/voltage_upgrades.png -------------------------------------------------------------------------------- /docs/source/images/voltage_workflow.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NREL/disco/HEAD/docs/source/images/voltage_workflow.png -------------------------------------------------------------------------------- /docs/source/images/max_voltage_pri_sec.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NREL/disco/HEAD/docs/source/images/max_voltage_pri_sec.png -------------------------------------------------------------------------------- /.flake8: -------------------------------------------------------------------------------- 1 | [flake8] 2 | ignore = E731,E402,F,W504 3 | exclude = .git,__pycache__,docs/source/conf.py,old,build,dist 4 | max-complexity = 10 5 | -------------------------------------------------------------------------------- /docs/source/images/thermalafter_thermalupgrades.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NREL/disco/HEAD/docs/source/images/thermalafter_thermalupgrades.png -------------------------------------------------------------------------------- /docs/source/images/voltageafter_thermalupgrades.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NREL/disco/HEAD/docs/source/images/voltageafter_thermalupgrades.png -------------------------------------------------------------------------------- /docs/source/images/voltageafter_voltageupgrades.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NREL/disco/HEAD/docs/source/images/voltageafter_voltageupgrades.png -------------------------------------------------------------------------------- /docs/source/images/thermalbefore_thermalupgrades.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NREL/disco/HEAD/docs/source/images/thermalbefore_thermalupgrades.png -------------------------------------------------------------------------------- /docs/source/images/voltagebefore_thermalupgrades.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NREL/disco/HEAD/docs/source/images/voltagebefore_thermalupgrades.png -------------------------------------------------------------------------------- /docs/source/images/voltagebefore_voltageupgrades.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NREL/disco/HEAD/docs/source/images/voltagebefore_voltageupgrades.png -------------------------------------------------------------------------------- /tests/data/generic-models/p1uhs21_1247/p1udt5257/PVDeployments/p1uhs21_1247__p1udt5257__-1__-1__-1.dss: -------------------------------------------------------------------------------- 1 | Redirect ../OpenDSS/Master.dss 2 | 3 | Solve 4 | -------------------------------------------------------------------------------- /disco/sources/epri/__init__.py: -------------------------------------------------------------------------------- 1 | from .download import download_epri_feeder_opendss_data, define_epri_source_format 2 | from .epri_model import EpriModel 3 | -------------------------------------------------------------------------------- /docs/source/license.rst: -------------------------------------------------------------------------------- 1 | ******* 2 | License 3 | ******* 4 | 5 | This project is licensed under the terms of the BSD 3-clause "New" or "Revised" license. 6 | -------------------------------------------------------------------------------- /tests/data/generic-models/p1uhs23_1247/p1udt21301/PVDeployments/p1uhs23_1247__p1udt21301__-1__-1__-1.dss: -------------------------------------------------------------------------------- 1 | Redirect ../OpenDSS/Master.dss 2 | 3 | Solve 4 | -------------------------------------------------------------------------------- /disco/sources/source_tree_1/__init__.py: -------------------------------------------------------------------------------- 1 | from .source_tree_1_model import SourceTree1Model 2 | from .source_tree_1_model_inputs import SourceTree1ModelInputs 3 | -------------------------------------------------------------------------------- /disco/sources/source_tree_2/__init__.py: -------------------------------------------------------------------------------- 1 | from .source_tree_2_model import SourceTree2Model 2 | from .source_tree_2_model_inputs import SourceTree2ModelInputs 3 | -------------------------------------------------------------------------------- /docker/setup_singularity.sh: -------------------------------------------------------------------------------- 1 | export LD_LIBRARY_PATH=/usr/lib64:/nopt/slurm/current/lib64/slurm:$LD_LIBRARY_PATH 2 | export PATH=$PATH:/nopt/slurm/current/bin 3 | -------------------------------------------------------------------------------- /disco/extensions/pydss_simulation/trained_lm_time_prediction.sav: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NREL/disco/HEAD/disco/extensions/pydss_simulation/trained_lm_time_prediction.sav -------------------------------------------------------------------------------- /tests/data/smart-ds/README.md: -------------------------------------------------------------------------------- 1 | This data was copied from a SMART-DS Austin dataset. It includes a small number 2 | of deployment scenarios for the purpose of testing DISCO code paths. 3 | -------------------------------------------------------------------------------- /disco/analysis/__init__.py: -------------------------------------------------------------------------------- 1 | from .analysis import * 2 | from .input import * 3 | from .option import * 4 | from .snapshot_impact_analysis import * 5 | from .time_series_impact_analysis import * 6 | -------------------------------------------------------------------------------- /disco/extensions/upgrade_simulation/upgrades/Generic_DISCO_cost_database_v2.xlsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NREL/disco/HEAD/disco/extensions/upgrade_simulation/upgrades/Generic_DISCO_cost_database_v2.xlsx -------------------------------------------------------------------------------- /docs/source/_templates/layout.html: -------------------------------------------------------------------------------- 1 | {% extends "!layout.html" %} 2 | {% block extrahead %} 3 | 4 | {% endblock %} 5 | -------------------------------------------------------------------------------- /tests/data/upgrade-models/uo_baseline_scenario/opendss/dss_files/WireData.dss: -------------------------------------------------------------------------------- 1 | New WireData.OH_ACSR_477kcmil GMRac=0.0088 GMRunits=m Diam=0.0218 Radunits=m normamps=660.0 Rac=0.00011999999999999999 2 | 3 | -------------------------------------------------------------------------------- /tests/data/upgrade-models/uo_load_2.5_scenario/opendss/dss_files/WireData.dss: -------------------------------------------------------------------------------- 1 | New WireData.OH_ACSR_477kcmil GMRac=0.0088 GMRunits=m Diam=0.0218 Radunits=m normamps=660.0 Rac=0.00011999999999999999 2 | 3 | -------------------------------------------------------------------------------- /docs/source/images/output_costs.csv: -------------------------------------------------------------------------------- 1 | Output Parameter,Type,Description 2 | name,str,Job name 3 | type,str,Equipment type 4 | count,str,Count of upgraded equipment 5 | total_cost_usd,float,Total cost in US dollars 6 | -------------------------------------------------------------------------------- /tests/data/smart-ds/substations/p1uhs23_1247/Regulators.dss: -------------------------------------------------------------------------------- 1 | New RegControl.sb8_p1uhs23_1247_reg_2 transformer=sb8_p1uhs23_1247_trans_2 winding=2 ptratio=60.0 band=1.9919999999999998 vreg = 123.60000000000001 2 | 3 | -------------------------------------------------------------------------------- /tests/data/upgrade-models/uo_baseline_scenario_undersized/opendss/dss_files/WireData.dss: -------------------------------------------------------------------------------- 1 | New WireData.OH_ACSR_477kcmil GMRac=0.0088 GMRunits=m Diam=0.0218 Radunits=m normamps=660.0 Rac=0.00011999999999999999 2 | 3 | -------------------------------------------------------------------------------- /tests/data/upgrade-models/uo_baseline_scenario_undersized2/opendss/dss_files/WireData.dss: -------------------------------------------------------------------------------- 1 | New WireData.OH_ACSR_477kcmil GMRac=0.0088 GMRunits=m Diam=0.0218 Radunits=m normamps=660.0 Rac=0.00011999999999999999 2 | 3 | -------------------------------------------------------------------------------- /tests/data/smart-ds/substations/p1uhs21_1247/Regulators.dss: -------------------------------------------------------------------------------- 1 | New RegControl.sb10_p1uhs21_1247_reg_301 transformer=sb10_p1uhs21_1247_trans_301 winding=2 ptratio=60.0 band=1.9919999999999998 vreg = 123.60000000000001 2 | 3 | -------------------------------------------------------------------------------- /tests/data/upgrade-models/J1/LoadShapes_mod.dss: -------------------------------------------------------------------------------- 1 | new loadshape.Commercial npts=1, sinterval=1, mult=(1) 2 | new loadshape.Other npts=1, sinterval=1, mult=(1) 3 | new loadshape.AggLoadProfile npts=1, sinterval=1, mult=(1) 4 | -------------------------------------------------------------------------------- /tests/data/upgrade-models/uo_baseline_scenario_undersized2/opendss/dss_files/topology.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NREL/disco/HEAD/tests/data/upgrade-models/uo_baseline_scenario_undersized2/opendss/dss_files/topology.png -------------------------------------------------------------------------------- /disco/common.py: -------------------------------------------------------------------------------- 1 | """Common definitions for DISCO""" 2 | 3 | LOADS_SUM_GROUP_FILENAME = "loads_sum_groups.json" 4 | PV_SYSTEMS_SUM_GROUP_FILENAME = "pv_systems_sum_groups.json" 5 | 6 | EXIT_CODE_GOOD = 0 7 | EXIT_CODE_GENERIC_ERROR = 1 8 | -------------------------------------------------------------------------------- /tests/data/upgrade-models/M1/loadshapes.dss: -------------------------------------------------------------------------------- 1 | new loadshape.23 mult=1 2 | new loadshape.26 mult=1 3 | new loadshape.32 mult=1 4 | new loadshape.36 mult=1 5 | new loadshape.Aggregated mult=1 6 | !************** End LoadShapes **************! 7 | -------------------------------------------------------------------------------- /disco/__init__.py: -------------------------------------------------------------------------------- 1 | """DISCO package""" 2 | 3 | import logging 4 | from jade.utils.timing_utils import TimerStatsCollector 5 | 6 | logging.getLogger(__name__).addHandler(logging.NullHandler()) 7 | timer_stats_collector = TimerStatsCollector() 8 | -------------------------------------------------------------------------------- /disco/sources/__init__.py: -------------------------------------------------------------------------------- 1 | from .epri.epri_model import EpriModel 2 | from .gem.gem_model import GemModel 3 | from .source_tree_1.source_tree_1_model import SourceTree1Model 4 | from .source_tree_2.source_tree_2_model import SourceTree2Model 5 | -------------------------------------------------------------------------------- /tests/data/upgrade-models/uo_baseline_scenario_undersized2/opendss/dss_files/line_overloads.csv: -------------------------------------------------------------------------------- 1 | ,Bus1,Bus2,Loading (p.u.) 2 | Line.44c05d80-7a90-4229-94f7-0ef2787b2cc7,14080f48-4e0d-4ca6-9ed2-7db253f920f4.1.2.3,9d037967-7ac1-4296-8f87-2d4a842d7a87.1.2.3,1.7992933975755274 3 | -------------------------------------------------------------------------------- /docs/source/_static/style.css: -------------------------------------------------------------------------------- 1 | /* override table no-wrap */ 2 | .wy-table-responsive table td, .wy-table-responsive table th { 3 | white-space: normal; 4 | } 5 | .wy-nav-content { 6 | max-width: none; 7 | } 8 | .highlight { 9 | background: #FBFDFD; 10 | } 11 | -------------------------------------------------------------------------------- /tests/data/upgrade-models/sb10_p12uhs0_1247_trans_301/p12udt1277/PVDeployments/readme.txt: -------------------------------------------------------------------------------- 1 | Has transformer and voltage violations 2 | Has capacitor controls 3 | 4 | Is used to test 5 | *existing capacitor controls settings sweep 6 | *place new substation transformer, LTC, and settings sweep -------------------------------------------------------------------------------- /tests/data/upgrade-models/sb10_p1rhs25_1247_trans_301/p1rdt12732/OpenDSS/Regulators.dss: -------------------------------------------------------------------------------- 1 | New RegControl.reg_creguladortension(r:p1rdt8592-p1rdt9161) transformer=trans_reg_creguladortension(r:p1rdt8592-p1rdt9161) winding=2 ptratio=59.99631547328862 band=2.4 vreg = 123.60000000000001 2 | 3 | -------------------------------------------------------------------------------- /disco/extensions/pydss_simulation/pydss_inputs.py: -------------------------------------------------------------------------------- 1 | """Implements functionality for Snapshot inputs.""" 2 | 3 | from disco.distribution.distribution_inputs import DistributionInputs 4 | 5 | 6 | class PyDssInputs(DistributionInputs): 7 | """Implements functionality for PyDSS inputs.""" 8 | -------------------------------------------------------------------------------- /disco/analysis/option.py: -------------------------------------------------------------------------------- 1 | """Defines Option objects.""" 2 | 3 | class Option: 4 | """Option class used to store analysis option values""" 5 | 6 | def __init__(self, name, default, value=None): 7 | self.name = name 8 | self.default = default 9 | self.value = value 10 | -------------------------------------------------------------------------------- /disco/analysis/impact_analysis_inputs.toml: -------------------------------------------------------------------------------- 1 | [thresholds] 2 | over_voltage = 1.05 3 | under_voltage = 0.95 4 | over_voltage_conservative = 1.05833 5 | under_voltage_conservative = 0.91667 6 | line_overload_1 = 100 7 | line_overload_2 = 150 8 | transformer_overload_1 = 100 9 | transformer_overload_2 = 150 10 | -------------------------------------------------------------------------------- /tests/data/smart-ds/substations/p1uhs21_1247/Transformers.dss: -------------------------------------------------------------------------------- 1 | New Transformer.sb10_p1uhs21_1247_trans_301 phases=3 windings=2 wdg=1 conn=delta Kv=69.0 kva=40000.0 %R=0.33831264 bus=sb10_p1uhs21_1247_node_10_6 wdg=2 conn=wye Kv=12.47 kva=40000.0 %R=0.33831264 bus=sb10_p1uhs21_1247_node_10_7 XHL=7.40307669516232 2 | 3 | -------------------------------------------------------------------------------- /tests/data/upgrade-models/sb10_p1rhs25_1247_trans_301/p1rdt12732/PVDeployments/readme.txt: -------------------------------------------------------------------------------- 1 | Has transformer and voltage violations. 2 | Has voltage regulators in circuit. 3 | Is used to test 4 | -new regulator placement 5 | -new substation transformer and ltc addition, settings sweep 6 | -existing regcontrols settings sweep -------------------------------------------------------------------------------- /tox.ini: -------------------------------------------------------------------------------- 1 | [tox] 2 | envlist = 3 | py37 4 | 5 | skip_missing_interpreters = False 6 | 7 | [testenv] 8 | changedir = tests 9 | deps = 10 | pytest 11 | pytest-cov 12 | commands = 13 | pytest -v --cov=jade tests --cov-report=html {posargs} 14 | 15 | [flake8] 16 | max-line-length = 120 17 | exclude = .eggs,.tox -------------------------------------------------------------------------------- /tests/data/upgrade-models/uo_baseline_scenario_undersized2/opendss/dss_files/under_voltages.csv: -------------------------------------------------------------------------------- 1 | ,0 2 | 53c917d8-b04d-4110-bdd9-cbf044e6a1fa,0.9283349544333761 3 | 9d037967-7ac1-4296-8f87-2d4a842d7a87,0.8234875541723587 4 | 14072af7-3121-4e3d-b85f-c79868702ec9,0.9323727630005609 5 | be6e5e58-e73e-4172-a939-250c6a7a3c2c,0.9376896953684773 6 | -------------------------------------------------------------------------------- /tests/data/upgrade-models/sb10_p12uhs0_1247_trans_301/p12udt1277/OpenDSS/Capacitors.dss: -------------------------------------------------------------------------------- 1 | New Capacitor.p12uc5 bus1=p12udt321 phases=3 Kv=12.47 conn=Wye Kvar=300.0 2 | 3 | New CapControl.p12uc5 Capacitor=p12uc5 Element=Line.l(r:p12udt1544-p12udt321)_s1 Terminal=1 delay=100.0 Type=voltage ONsetting=115 OFFsetting=126.0 Ptratio=60 Ctratio=100.0 4 | 5 | -------------------------------------------------------------------------------- /tests/data/upgrade-models/uo_baseline_scenario/opendss/dss_files/CNData.dss: -------------------------------------------------------------------------------- 1 | New CNDATA.UG_AL_750kcmil_15_kV InsLayer=0.01 DiaIns=0.0420218 k=24 DiaStrand=0.0020499999999999997 Rstrand=0.0058592 Diam=0.022021799999999998 DiaCable=0.04572 Rac=7.549999999999999e-05 GmrStrand=0.0007994 GMRac=0.008575300000000001 Runits=m Radunits=m GMRunits=m 2 | 3 | -------------------------------------------------------------------------------- /tests/data/upgrade-models/uo_load_2.5_scenario/opendss/dss_files/CNData.dss: -------------------------------------------------------------------------------- 1 | New CNDATA.UG_AL_750kcmil_15_kV InsLayer=0.01 DiaIns=0.0420218 k=24 DiaStrand=0.0020499999999999997 Rstrand=0.0058592 Diam=0.022021799999999998 DiaCable=0.04572 Rac=7.549999999999999e-05 GmrStrand=0.0007994 GMRac=0.008575300000000001 Runits=m Radunits=m GMRunits=m 2 | 3 | -------------------------------------------------------------------------------- /tests/data/upgrade-models/sb10_p7uhs7_1247_trans_301/p7udt173/OpenDSS/Capacitors.dss: -------------------------------------------------------------------------------- 1 | New Capacitor.p7uc45 bus1=p7udt24 phases=3 Kv=12.47 conn=Wye Kvar=300.0 2 | 3 | New CapControl.p7uc45 Capacitor=p7uc45 Element=Line.padswitch(r:p7udt14-p7udt24)p7u_69764 Terminal=1 delay=100.0 Type=voltage ONsetting=115 OFFsetting=126.0 Ptratio=60 Ctratio=100.0 4 | 5 | -------------------------------------------------------------------------------- /tests/data/upgrade-models/uo_baseline_scenario_undersized/opendss/dss_files/CNData.dss: -------------------------------------------------------------------------------- 1 | New CNDATA.UG_AL_750kcmil_15_kV InsLayer=0.01 DiaIns=0.0420218 k=24 DiaStrand=0.0020499999999999997 Rstrand=0.0058592 Diam=0.022021799999999998 DiaCable=0.04572 Rac=7.549999999999999e-05 GmrStrand=0.0007994 GMRac=0.008575300000000001 Runits=m Radunits=m GMRunits=m 2 | 3 | -------------------------------------------------------------------------------- /tests/data/upgrade-models/uo_baseline_scenario_undersized2/opendss/dss_files/CNData.dss: -------------------------------------------------------------------------------- 1 | New CNDATA.UG_AL_750kcmil_15_kV InsLayer=0.01 DiaIns=0.0420218 k=24 DiaStrand=0.0020499999999999997 Rstrand=0.0058592 Diam=0.022021799999999998 DiaCable=0.04572 Rac=7.549999999999999e-05 GmrStrand=0.0007994 GMRac=0.008575300000000001 Runits=m Radunits=m GMRunits=m 2 | 3 | -------------------------------------------------------------------------------- /disco/extensions/upgrade_simulation/upgrade_parameters.py: -------------------------------------------------------------------------------- 1 | 2 | from disco.distribution.deployment_parameters import DeploymentParameters 3 | 4 | 5 | class UpgradeParameters(DeploymentParameters): 6 | """Represents deployment parameters for upgrade simulation/analysis 7 | 8 | Parameters 9 | ---------- 10 | DeploymentParameters : object 11 | Deployment Job 12 | """ 13 | 14 | -------------------------------------------------------------------------------- /disco/pydss/config/cba-exports.toml: -------------------------------------------------------------------------------- 1 | [Circuits.TotalPower] 2 | store_values_type = "all" 3 | 4 | [Circuits.Losses] 5 | store_values_type = "all" 6 | 7 | [Loads.Powers] 8 | store_values_type = "all" 9 | sum_groups_file = "assign at runtime" 10 | data_conversion = "sum_real" 11 | 12 | [PVSystems.Powers] 13 | store_values_type = "all" 14 | sum_groups_file = "assign at runtime" 15 | data_conversion = "sum_real" 16 | -------------------------------------------------------------------------------- /tests/data/upgrade-models/uo_load_2.5_scenario/opendss/dss_files/Master.dss: -------------------------------------------------------------------------------- 1 | Clear 2 | 3 | New Circuit.Full_Network bus1=source pu=1.0 basekV=12.47 4 | 5 | Redirect WireData.dss 6 | Redirect CNData.dss 7 | Redirect LineGeometry.dss 8 | Redirect Lines.dss 9 | Redirect Transformers.dss 10 | Redirect Loads.dss 11 | 12 | Set Voltagebases=[0.48, 12.47] 13 | 14 | Calcvoltagebases 15 | 16 | Buscoords Buscoords.dss 17 | 18 | Solve -------------------------------------------------------------------------------- /disco/cli/config.py: -------------------------------------------------------------------------------- 1 | 2 | import click 3 | 4 | from disco.cli.config_snapshot import snapshot 5 | from disco.cli.config_time_series import time_series 6 | from disco.cli.config_upgrade import upgrade 7 | 8 | 9 | @click.group() 10 | def config(): 11 | """Create JADE configurations for DISCO analysis types""" 12 | 13 | 14 | config.add_command(snapshot) 15 | config.add_command(time_series) 16 | config.add_command(upgrade) 17 | -------------------------------------------------------------------------------- /tests/data/upgrade-models/M1/WireData.DSS: -------------------------------------------------------------------------------- 1 | New wireData.750A diam=0.997 GMRac=0.0319 GMRunits=ft Rac=0.0888 radunits=in Runits=mi normamps=602 2 | New wireData.500A diam=0.813 GMRac=0.026 GMRunits=ft Rac=0.206 radunits=in Runits=mi normamps=483 3 | New wireData.1/0A diam=0.368 GMRac=0.0111 GMRunits=ft Rac=0.97 radunits=in Runits=mi normamps=202 4 | New wireData.340A diam=0.666 GMRac=0.021 GMRunits=ft Rac=0.305 radunits=in Runits=mi normamps=410 5 | -------------------------------------------------------------------------------- /tests/data/upgrade-models/M1/Sub_Xfmr.dss: -------------------------------------------------------------------------------- 1 | New Transformer.M1_XFMR phases=3 windings=2 buses=(Sourcebus, temp) conns=(delta wye) sub=y subname=M1 2 | ~ kvs=(67, 12.47) kvas=(16800 16800) xhl=8 sub=y subname=M1 mintap=0.95 maxtap=1.05 3 | ~ wdg=1 %r=.2 4 | ~ wdg=2 %r=.2 5 | 6 | New Regcontrol.M1_XFMR_Regulator transformer=M1_XFMR winding=2 7 | ~ vreg=122.0 band=3.0 ptratio=60 bus=temp enabled=True delay=15 tapdelay=45 !maxtapchange=2 8 | -------------------------------------------------------------------------------- /docker/vimrc: -------------------------------------------------------------------------------- 1 | set nocompatible 2 | filetype plugin indent on 3 | syntax on 4 | set incsearch 5 | set hlsearch 6 | set ignorecase smartcase 7 | set cindent 8 | set cino+=(0 9 | set ruler 10 | set laststatus=2 11 | set wildmenu 12 | set wildmode=longest,full 13 | set wildignore+=*/.git/*,*/.hg/*,*/.svn/* 14 | 15 | " These are for Python. You can set them for Python files only if you want. 16 | set tabstop=4 17 | set shiftwidth=4 18 | set expandtab 19 | -------------------------------------------------------------------------------- /tests/data/upgrade-models/uo_baseline_scenario/opendss/dss_files/Master.dss: -------------------------------------------------------------------------------- 1 | Clear 2 | 3 | New Circuit.Full_Network bus1=source pu=1.0 basekV=12.47 4 | 5 | Redirect WireData.dss 6 | Redirect CNData.dss 7 | Redirect LineGeometry.dss 8 | Redirect Lines.dss 9 | Redirect Transformers.dss 10 | Redirect LoadShapes.dss 11 | Redirect Loads.dss 12 | 13 | Set Voltagebases=[0.48, 12.47] 14 | 15 | Calcvoltagebases 16 | 17 | Buscoords Buscoords.dss 18 | 19 | Solve -------------------------------------------------------------------------------- /tests/data/upgrade-models/K1/loadshapes.dss: -------------------------------------------------------------------------------- 1 | new loadshape.K21_A npts=1 interval=1 mult=(1) action=normalize 2 | new loadshape.K21_B npts=1 interval=1 mult=(1) action=normalize 3 | new loadshape.K21_C npts=1 interval=1 mult=(1) action=normalize 4 | new loadshape.K21_ABC npts=1 interval=1 mult=(1) action=normalize 5 | 6 | new loadshape.AggLoadProfileK22 npts=1 interval=1 mult=(1) action=normalize 7 | 8 | 9 | new loadshape.PV_1MW npts=1 interval=1 mult=(1) action=normalize -------------------------------------------------------------------------------- /disco/pipelines/enums.py: -------------------------------------------------------------------------------- 1 | import enum 2 | 3 | 4 | class TemplateSection(enum.Enum): 5 | PRESCREEN = "prescreen" 6 | SIMULATION = "simulation" 7 | POSTPROCESS = "postprocess" 8 | MODEL = "model" 9 | REPORTS = "reports" 10 | 11 | 12 | class TemplateParams(enum.Enum): 13 | TRANSFORM_PARAMS = "transform-params" 14 | CONFIG_PARAMS = "config-params" 15 | PRESCREEN_PARAMS = "prescreen-params" 16 | SUMITTER_PARAMS = "submitter-params" 17 | -------------------------------------------------------------------------------- /tests/data/upgrade-models/uo_baseline_scenario_undersized/opendss/dss_files/Master.dss: -------------------------------------------------------------------------------- 1 | Clear 2 | 3 | New Circuit.Full_Network bus1=source pu=1.0 basekV=12.47 4 | 5 | Redirect WireData.dss 6 | Redirect CNData.dss 7 | Redirect LineGeometry.dss 8 | Redirect Lines.dss 9 | Redirect Transformers.dss 10 | Redirect LoadShapes.dss 11 | Redirect Loads.dss 12 | 13 | Set Voltagebases=[0.48, 12.47] 14 | 15 | Calcvoltagebases 16 | 17 | Buscoords Buscoords.dss 18 | 19 | Solve -------------------------------------------------------------------------------- /tests/data/upgrade-models/uo_baseline_scenario_undersized2/opendss/dss_files/Master.dss: -------------------------------------------------------------------------------- 1 | Clear 2 | 3 | New Circuit.Full_Network bus1=source pu=1.0 basekV=12.47 4 | 5 | Redirect WireData.dss 6 | Redirect CNData.dss 7 | Redirect LineGeometry.dss 8 | Redirect Lines.dss 9 | Redirect Transformers.dss 10 | Redirect LoadShapes.dss 11 | Redirect Loads.dss 12 | 13 | Set Voltagebases=[0.48, 12.47] 14 | 15 | Calcvoltagebases 16 | 17 | Buscoords Buscoords.dss 18 | 19 | Solve -------------------------------------------------------------------------------- /tests/data/upgrade-models/uo_baseline_scenario_undersized2/opendss/dss_files/xfmr_loading.csv: -------------------------------------------------------------------------------- 1 | ,Bus,Loading (p.u.),kVA,number_of_phases 2 | Transformer.b02e3fe9-77d0-47f9-86cb-e4db960afd62,194f2b59-5877-4485-85b9-bd0ac6f75e25,9.573788731043923,100.0,3 3 | Transformer.54cd0a5a-2ebe-4b39-936a-f238b503c221,3ad29eb4-60b2-4050-a87c-dcd858184622,3.2037566947541327,75.0,3 4 | Transformer.502e96e3-853a-4b3d-b88d-fe59af4d7b65,b9ac3056-629d-40cc-b520-cfe15eb7296c,7.600179222847524,100.0,3 5 | -------------------------------------------------------------------------------- /tests/data/upgrade-models/uo_baseline_scenario_undersized2/opendss/dss_files/xfmr_overloads.csv: -------------------------------------------------------------------------------- 1 | ,Bus,Loading (p.u.),kVA,number_of_phases 2 | Transformer.b02e3fe9-77d0-47f9-86cb-e4db960afd62,194f2b59-5877-4485-85b9-bd0ac6f75e25,9.573788731043923,100.0,3 3 | Transformer.54cd0a5a-2ebe-4b39-936a-f238b503c221,3ad29eb4-60b2-4050-a87c-dcd858184622,3.2037566947541327,75.0,3 4 | Transformer.502e96e3-853a-4b3d-b88d-fe59af4d7b65,b9ac3056-629d-40cc-b520-cfe15eb7296c,7.600179222847524,100.0,3 5 | -------------------------------------------------------------------------------- /tests/data/smart-ds/substations-no-load-shapes/p1uhs21_1247/p1uhs21_1247--p1udt5257/hc_pv_deployments/random/1/5/PVSystems.dss: -------------------------------------------------------------------------------- 1 | // PV Scenario for 21.109841077913032 kW total size, Scenario type random, Sample 1 and penetration 5% (PV to load ratio) 2 | ! =====================PV SCENARIO FILE============================== 3 | New PVSystem.small_p1ulv31790_1_2_pv phases=1 bus1=p1ulv31790.1.2 kv=0.2402 irradiance=1 Pmpp=21.11 %Pmpp=100 kVA=21.11 conn=wye %cutin=0.1 %cutout=0.1 Vmaxpu=1.2 4 | -------------------------------------------------------------------------------- /tests/data/smart-ds/substations-no-load-shapes/p1uhs21_1247/p1uhs21_1247--p1udt5257/hc_pv_deployments/random/2/5/PVSystems.dss: -------------------------------------------------------------------------------- 1 | // PV Scenario for 21.109841077913032 kW total size, Scenario type random, Sample 2 and penetration 5% (PV to load ratio) 2 | ! =====================PV SCENARIO FILE============================== 3 | New PVSystem.small_p1ulv53232_1_2_pv phases=1 bus1=p1ulv53232.1.2 kv=0.2402 irradiance=1 Pmpp=21.11 %Pmpp=100 kVA=21.11 conn=wye %cutin=0.1 %cutout=0.1 Vmaxpu=1.2 4 | -------------------------------------------------------------------------------- /tests/data/smart-ds/substations/p1uhs21_1247/p1uhs21_1247--p1udt5257/hc_pv_deployments/close/1/5/PVSystems.dss: -------------------------------------------------------------------------------- 1 | // PV Scenario for 21.109841077913032 kW total size, Scenario type close, Sample 1 and penetration 5% (PV to load ratio) 2 | ! =====================PV SCENARIO FILE============================== 3 | New PVSystem.small_p1ulv5951_1_2_pv phases=1 bus1=p1ulv5951.1.2 kv=0.2402 irradiance=1 Pmpp=21.11 %Pmpp=100 kVA=21.11 conn=wye %cutin=0.1 %cutout=0.1 Vmaxpu=1.2 yearly=1558705_30.20_-97.55_2019 4 | -------------------------------------------------------------------------------- /tests/data/smart-ds/substations/p1uhs21_1247/p1uhs21_1247--p1udt5257/hc_pv_deployments/close/2/5/PVSystems.dss: -------------------------------------------------------------------------------- 1 | // PV Scenario for 21.109841077913032 kW total size, Scenario type close, Sample 2 and penetration 5% (PV to load ratio) 2 | ! =====================PV SCENARIO FILE============================== 3 | New PVSystem.small_p1ulv5951_1_2_pv phases=1 bus1=p1ulv5951.1.2 kv=0.2402 irradiance=1 Pmpp=21.11 %Pmpp=100 kVA=21.11 conn=wye %cutin=0.1 %cutout=0.1 Vmaxpu=1.2 yearly=1565102_30.26_-97.47_2019 4 | -------------------------------------------------------------------------------- /tests/data/smart-ds/substations/p1uhs21_1247/p1uhs21_1247--p1udt5257/hc_pv_deployments/random/1/5/PVSystems.dss: -------------------------------------------------------------------------------- 1 | // PV Scenario for 21.109841077913032 kW total size, Scenario type random, Sample 1 and penetration 5% (PV to load ratio) 2 | ! =====================PV SCENARIO FILE============================== 3 | New PVSystem.small_p1ulv31790_1_2_pv phases=1 bus1=p1ulv31790.1.2 kv=0.2402 irradiance=1 Pmpp=21.11 %Pmpp=100 kVA=21.11 conn=wye %cutin=0.1 %cutout=0.1 Vmaxpu=1.2 yearly=1558705_30.20_-97.55_2019 4 | -------------------------------------------------------------------------------- /tests/data/smart-ds/substations/p1uhs21_1247/p1uhs21_1247--p1udt5257/hc_pv_deployments/random/2/5/PVSystems.dss: -------------------------------------------------------------------------------- 1 | // PV Scenario for 21.109841077913032 kW total size, Scenario type random, Sample 2 and penetration 5% (PV to load ratio) 2 | ! =====================PV SCENARIO FILE============================== 3 | New PVSystem.small_p1ulv53232_1_2_pv phases=1 bus1=p1ulv53232.1.2 kv=0.2402 irradiance=1 Pmpp=21.11 %Pmpp=100 kVA=21.11 conn=wye %cutin=0.1 %cutout=0.1 Vmaxpu=1.2 yearly=1565102_30.26_-97.47_2019 4 | -------------------------------------------------------------------------------- /docs/source/build-docs.rst: -------------------------------------------------------------------------------- 1 | ********** 2 | Build docs 3 | ********** 4 | 5 | To build docs locally, use command below: 6 | 7 | .. code-block:: 8 | 9 | $ cd docs 10 | 11 | # Rebuild the API pages on first build or if code has changed. 12 | $ rm -rf source/disco 13 | $ sphinx-apidoc -o source/disco ../disco 14 | 15 | $ make html 16 | 17 | 18 | To publish the updated docs on Github pages, use this command, 19 | 20 | .. code-block:: bash 21 | 22 | $ cd docs 23 | $ make github 24 | -------------------------------------------------------------------------------- /tests/data/generic-models/p1uhs21_1247/p1udt5257/PVDeployments/p1uhs21_1247__p1udt5257__close__1__5.dss: -------------------------------------------------------------------------------- 1 | Redirect ../OpenDSS/Master.dss 2 | 3 | // PV Scenario for 21.109841077913032 kW total size, Scenario type close, Sample 1 and penetration 5% (PV to load ratio) 4 | ! =====================PV SCENARIO FILE============================== 5 | New PVSystem.small_p1ulv5951_1_2_pv phases=1 bus1=p1ulv5951.1.2 kv=0.2402 irradiance=1 Pmpp=21.11 %Pmpp=100 kVA=21.11 conn=wye %cutin=0.1 %cutout=0.1 Vmaxpu=1.2 yearly=1558705_30.20_-97.55_2019 6 | 7 | Solve 8 | -------------------------------------------------------------------------------- /tests/data/generic-models/p1uhs21_1247/p1udt5257/PVDeployments/p1uhs21_1247__p1udt5257__close__2__5.dss: -------------------------------------------------------------------------------- 1 | Redirect ../OpenDSS/Master.dss 2 | 3 | // PV Scenario for 21.109841077913032 kW total size, Scenario type close, Sample 2 and penetration 5% (PV to load ratio) 4 | ! =====================PV SCENARIO FILE============================== 5 | New PVSystem.small_p1ulv5951_1_2_pv phases=1 bus1=p1ulv5951.1.2 kv=0.2402 irradiance=1 Pmpp=21.11 %Pmpp=100 kVA=21.11 conn=wye %cutin=0.1 %cutout=0.1 Vmaxpu=1.2 yearly=1565102_30.26_-97.47_2019 6 | 7 | Solve 8 | -------------------------------------------------------------------------------- /tests/data/generic-models/p1uhs21_1247/p1udt5257/PVDeployments/p1uhs21_1247__p1udt5257__random__1__5.dss: -------------------------------------------------------------------------------- 1 | Redirect ../OpenDSS/Master.dss 2 | 3 | // PV Scenario for 21.109841077913032 kW total size, Scenario type random, Sample 1 and penetration 5% (PV to load ratio) 4 | ! =====================PV SCENARIO FILE============================== 5 | New PVSystem.small_p1ulv31790_1_2_pv phases=1 bus1=p1ulv31790.1.2 kv=0.2402 irradiance=1 Pmpp=21.11 %Pmpp=100 kVA=21.11 conn=wye %cutin=0.1 %cutout=0.1 Vmaxpu=1.2 yearly=1558705_30.20_-97.55_2019 6 | 7 | Solve 8 | -------------------------------------------------------------------------------- /tests/data/generic-models/p1uhs21_1247/p1udt5257/PVDeployments/p1uhs21_1247__p1udt5257__random__2__5.dss: -------------------------------------------------------------------------------- 1 | Redirect ../OpenDSS/Master.dss 2 | 3 | // PV Scenario for 21.109841077913032 kW total size, Scenario type random, Sample 2 and penetration 5% (PV to load ratio) 4 | ! =====================PV SCENARIO FILE============================== 5 | New PVSystem.small_p1ulv53232_1_2_pv phases=1 bus1=p1ulv53232.1.2 kv=0.2402 irradiance=1 Pmpp=21.11 %Pmpp=100 kVA=21.11 conn=wye %cutin=0.1 %cutout=0.1 Vmaxpu=1.2 yearly=1565102_30.26_-97.47_2019 6 | 7 | Solve 8 | -------------------------------------------------------------------------------- /tests/data/upgrade-models/uo_baseline_scenario_undersized2/opendss/dss_files/feeder_analysis_summary.txt: -------------------------------------------------------------------------------- 1 | 2 | Number of overvoltages found: 0 3 | Number of undervoltages found: 4 4 | Minimum undervoltage: 0.8234875541723587 pu 5 | Number of line overloads found: 1 6 | Maximum line overload: 1.7992933975755274 pu 7 | Number of transformer overloads found: 3 8 | Maximum line overload: 9.573788731043923 pu 9 | Is the feeder a connected graph? YES 10 | Pass Flag: False 11 | More details can be found in CSV files 12 | -------------------------------- 13 | -------------------------------------------------------------------------------- /tests/data/smart-ds/substations/p1uhs21_1247/p1uhs21_1247--p1udt5257/metadata/pv_systems_sum_groups.json: -------------------------------------------------------------------------------- 1 | { 2 | "sum_groups": [ 3 | { 4 | "name": "residential", 5 | "elements": [ 6 | "small_p1ulv53232_1_2_pv", 7 | "small_p1ulv31790_1_2_pv", 8 | "small_p1ulv59420_1_2_pv", 9 | "small_p1ulv62436_1_2_pv" 10 | ] 11 | }, 12 | { 13 | "name": "commercial", 14 | "elements": [ 15 | "small_p1ulv57596_1_2_3_pv", 16 | "small_p1ulv5951_1_2_pv" 17 | ] 18 | } 19 | ] 20 | } -------------------------------------------------------------------------------- /tests/data/smart-ds/substations-no-load-shapes/p1uhs21_1247/p1uhs21_1247--p1udt5257/metadata/pv_systems_sum_groups.json: -------------------------------------------------------------------------------- 1 | { 2 | "sum_groups": [ 3 | { 4 | "name": "residential", 5 | "elements": [ 6 | "small_p1ulv53232_1_2_pv", 7 | "small_p1ulv31790_1_2_pv", 8 | "small_p1ulv59420_1_2_pv", 9 | "small_p1ulv62436_1_2_pv" 10 | ] 11 | }, 12 | { 13 | "name": "commercial", 14 | "elements": [ 15 | "small_p1ulv57596_1_2_3_pv", 16 | "small_p1ulv5951_1_2_pv" 17 | ] 18 | } 19 | ] 20 | } -------------------------------------------------------------------------------- /tests/data/smart-ds/substations-no-load-shapes/p1uhs21_1247/p1uhs21_1247--p1udt5257/Master.dss: -------------------------------------------------------------------------------- 1 | Clear 2 | 3 | New Circuit.feeder_p1udt5257-p1uhs21_1247x bus1=p1udt5257-p1uhs21_1247x pu=1.03 basekV=12.47 R1=1e-05 X1=1e-05 R0=1e-05 X0=1e-05 4 | 5 | Redirect LineCodes.dss 6 | Redirect Lines.dss 7 | Redirect Transformers.dss 8 | Redirect Loads.dss 9 | New EnergyMeter.m1 element=Line.l(r:p1udt5257-p1uhs21_1247) 10 | 11 | Set Voltagebases=[0.2080002494301389, 0.48, 7.199560000000001, 12.47] 12 | 13 | Calcvoltagebases 14 | 15 | Buscoords Buscoords.dss 16 | BatchEdit Fuse..* enable=False 17 | -------------------------------------------------------------------------------- /docs/README.md: -------------------------------------------------------------------------------- 1 | # Sphinx Documentation 2 | 3 | The documentation is built with [Sphinx](http://sphinx-doc.org/index.html). See their documentation for more details. 4 | 5 | ## Installation 6 | 7 | Pre-requisites: 8 | 9 | ``` 10 | pip install sphinx sphinx-rtd-theme 11 | ``` 12 | 13 | ## Refresh API Docs 14 | 15 | From docs directory: 16 | 17 | ``` 18 | sphinx-apidoc -o source/disco ../disco 19 | ``` 20 | 21 | ## Build HTML Docs 22 | 23 | From docs directory: 24 | 25 | ``` 26 | make clean 27 | make html 28 | ``` 29 | 30 | ## Push to GitHub Pages 31 | 32 | ``` 33 | make github 34 | ``` 35 | -------------------------------------------------------------------------------- /docs/source/images/simulation_params.csv: -------------------------------------------------------------------------------- 1 | Input Parameter,Type,Description,Required/Optional,Default/Example 2 | upgrade_cost_database,string,Final lower limit in per unit ,Required, 3 | pydss_controllers,PyDSSControllerModel,"If enable_pydss_controllers is True, these PyDSS controllers are applied to each corresponding element type",Required, 4 | enable_pydss_controllers,bool,Flag to enable/disable use of PyDSS controllers,Required,FALSE 5 | include_pf1,bool,Include PF1 scenario (no controls) if pydss_controllers are defined.,Required,FALSE 6 | dc_ac_ratio,float,Apply DC-AC ratio for PV Systems,Optional,None 7 | -------------------------------------------------------------------------------- /tests/data/smart-ds/substations/p1uhs23_1247/Master.dss: -------------------------------------------------------------------------------- 1 | Clear 2 | 3 | New Circuit.feeder_p1udt21301-p1uhs23_1247x bus1=p1udt21301-p1uhs23_1247x pu=1.03 basekV=12.47 R1=1e-05 X1=1e-05 R0=1e-05 X0=1e-05 4 | 5 | Redirect LineCodes.dss 6 | Redirect Lines.dss 7 | Redirect Transformers.dss 8 | Redirect LoadShapes.dss 9 | Redirect Loads.dss 10 | Redirect PVShapes.dss 11 | New EnergyMeter.m1 element=Line.l(r:p1udt21301-p1uhs23_1247) 12 | 13 | Set Voltagebases=[0.2080002494301389, 0.48, 7.199560000000001, 12.47] 14 | 15 | Calcvoltagebases 16 | 17 | Buscoords Buscoords.dss 18 | BatchEdit Fuse..* enable=False 19 | -------------------------------------------------------------------------------- /tests/data/generic-models/p1uhs21_1247/p1udt5257/OpenDSS/Master.dss: -------------------------------------------------------------------------------- 1 | Clear 2 | 3 | New Circuit.feeder_p1udt5257-p1uhs21_1247x bus1=p1udt5257-p1uhs21_1247x pu=1.03 basekV=12.47 R1=1e-05 X1=1e-05 R0=1e-05 X0=1e-05 4 | 5 | Redirect LineCodes.dss 6 | Redirect Lines.dss 7 | Redirect Transformers.dss 8 | Redirect LoadShapes.dss 9 | Redirect Loads.dss 10 | Redirect PVShapes.dss 11 | !New EnergyMeter.m1 element=Line.l(r:p1udt5257-p1uhs21_1247) 12 | 13 | Set Voltagebases=[0.2080002494301389, 0.48, 7.199560000000001, 12.47] 14 | 15 | Calcvoltagebases 16 | 17 | Buscoords Buscoords.dss 18 | !BatchEdit Fuse..* enable=False 19 | -------------------------------------------------------------------------------- /tests/data/generic-models/p1uhs23_1247/p1udt21301/OpenDSS/Master.dss: -------------------------------------------------------------------------------- 1 | Clear 2 | 3 | New Circuit.feeder_p1udt21301-p1uhs23_1247x bus1=p1udt21301-p1uhs23_1247x pu=1.03 basekV=12.47 R1=1e-05 X1=1e-05 R0=1e-05 X0=1e-05 4 | 5 | Redirect LineCodes.dss 6 | Redirect Lines.dss 7 | Redirect Transformers.dss 8 | Redirect LoadShapes.dss 9 | Redirect Loads.dss 10 | Redirect PVShapes.dss 11 | !New EnergyMeter.m1 element=Line.l(r:p1udt21301-p1uhs23_1247) 12 | 13 | Set Voltagebases=[0.2080002494301389, 0.48, 7.199560000000001, 12.47] 14 | 15 | Calcvoltagebases 16 | 17 | Buscoords Buscoords.dss 18 | !BatchEdit Fuse..* enable=False 19 | -------------------------------------------------------------------------------- /tests/data/smart-ds/substations/p1uhs21_1247/p1uhs21_1247--p1udt5257/Master.dss: -------------------------------------------------------------------------------- 1 | Clear 2 | 3 | New Circuit.feeder_p1udt5257-p1uhs21_1247x bus1=p1udt5257-p1uhs21_1247x pu=1.03 basekV=12.47 R1=1e-05 X1=1e-05 R0=1e-05 X0=1e-05 4 | 5 | Redirect LineCodes.dss 6 | Redirect Lines.dss 7 | Redirect Transformers.dss 8 | Redirect LoadShapes.dss 9 | Redirect Loads.dss 10 | Redirect PVShapes.dss 11 | New EnergyMeter.m1 element=Line.l(r:p1udt5257-p1uhs21_1247) 12 | 13 | Set Voltagebases=[0.2080002494301389, 0.48, 7.199560000000001, 12.47] 14 | 15 | Calcvoltagebases 16 | 17 | Buscoords Buscoords.dss 18 | BatchEdit Fuse..* enable=False 19 | -------------------------------------------------------------------------------- /disco/sources/gem/model_input_interface.py: -------------------------------------------------------------------------------- 1 | """Defines interface for model input data.""" 2 | 3 | import abc 4 | 5 | 6 | class ModelInputDataInterface(abc.ABC): 7 | """Defines interface for model input data.""" 8 | 9 | @abc.abstractmethod 10 | def generate_output_data(self, output_dir, include_pv_systems): 11 | """Generate output data. 12 | 13 | Parameters 14 | ---------- 15 | output_dir : str 16 | Directory in which to generate output data. 17 | include_pv_systems : bool 18 | Whether to include PVSystems.dss in the simulation. 19 | 20 | """ 21 | -------------------------------------------------------------------------------- /tests/data/smart-ds/substations/p1uhs23_1247/p1uhs23_1247--p1udt21301/Master.dss: -------------------------------------------------------------------------------- 1 | Clear 2 | 3 | New Circuit.feeder_p1udt21301-p1uhs23_1247x bus1=p1udt21301-p1uhs23_1247x pu=1.03 basekV=12.47 R1=1e-05 X1=1e-05 R0=1e-05 X0=1e-05 4 | 5 | Redirect LineCodes.dss 6 | Redirect Lines.dss 7 | Redirect Transformers.dss 8 | Redirect LoadShapes.dss 9 | Redirect Loads.dss 10 | Redirect PVShapes.dss 11 | New EnergyMeter.m1 element=Line.l(r:p1udt21301-p1uhs23_1247) 12 | 13 | Set Voltagebases=[0.2080002494301389, 0.48, 7.199560000000001, 12.47] 14 | 15 | Calcvoltagebases 16 | 17 | Buscoords Buscoords.dss 18 | BatchEdit Fuse..* enable=False 19 | -------------------------------------------------------------------------------- /disco/pipelines/update_config.py: -------------------------------------------------------------------------------- 1 | import pathlib 2 | 3 | from jade.utils.utils import load_data, dump_data 4 | 5 | 6 | def set_hc_postprocess_blocked_by(commands_file): 7 | """Update blocked_by of hosting capacity postprocess job""" 8 | path = pathlib.Path(commands_file) 9 | command = path.read_text().split("\n")[0] 10 | config_file = command.split("=")[-1] 11 | data = load_data(config_file) 12 | 13 | if len(data["jobs"]) <= 1: 14 | return 15 | 16 | for i in range(1, len(data["jobs"])): 17 | data["jobs"][i]["blocked_by"].append(i) 18 | dump_data(data, config_file, indent=2) 19 | -------------------------------------------------------------------------------- /tests/data/upgrade-models/uo_baseline_scenario/opendss/dss_files/LineGeometry.dss: -------------------------------------------------------------------------------- 1 | New LineGeometry.Geometry_1 Nconds=4 Nphases=3 Units=m Cond=1 Wire=OH_ACSR_477kcmil X=0.0 H=10.0 Normamps=660.0 Cond=2 Wire=OH_ACSR_477kcmil X=0.304 H=10.0 Normamps=660.0 Cond=3 Wire=OH_ACSR_477kcmil X=0.608 H=10.0 Normamps=660.0 Cond=4 Wire=OH_ACSR_477kcmil X=0.0 H=9.6952 Normamps=660.0 Reduce=y 2 | 3 | New LineGeometry.Geometry_2 Nconds=3 Nphases=3 Units=m Cond=1 CNCable=UG_AL_750kcmil_15_kV X=0.0 H=-2.0 Normamps=640.0 Cond=2 CNCable=UG_AL_750kcmil_15_kV X=0.152 H=-2.0 Normamps=640.0 Cond=3 CNCable=UG_AL_750kcmil_15_kV X=0.304 H=-2.0 Normamps=640.0 Reduce=n 4 | 5 | -------------------------------------------------------------------------------- /tests/data/upgrade-models/uo_load_2.5_scenario/opendss/dss_files/LineGeometry.dss: -------------------------------------------------------------------------------- 1 | New LineGeometry.Geometry_1 Nconds=4 Nphases=3 Units=m Cond=1 Wire=OH_ACSR_477kcmil X=0.0 H=10.0 Normamps=660.0 Cond=2 Wire=OH_ACSR_477kcmil X=0.304 H=10.0 Normamps=660.0 Cond=3 Wire=OH_ACSR_477kcmil X=0.608 H=10.0 Normamps=660.0 Cond=4 Wire=OH_ACSR_477kcmil X=0.0 H=9.6952 Normamps=660.0 Reduce=y 2 | 3 | New LineGeometry.Geometry_2 Nconds=3 Nphases=3 Units=m Cond=1 CNCable=UG_AL_750kcmil_15_kV X=0.0 H=-2.0 Normamps=640.0 Cond=2 CNCable=UG_AL_750kcmil_15_kV X=0.152 H=-2.0 Normamps=640.0 Cond=3 CNCable=UG_AL_750kcmil_15_kV X=0.304 H=-2.0 Normamps=640.0 Reduce=n 4 | 5 | -------------------------------------------------------------------------------- /tests/data/smart-ds/substations-no-load-shapes/p1uhs21_1247/p1uhs21_1247--p1udt5257/hc_pv_deployments/random/1/15/PVSystems.dss: -------------------------------------------------------------------------------- 1 | // PV Scenario for 63.32952323373909 kW total size, Scenario type random, Sample 1 and penetration 15% (PV to load ratio) 2 | ! =====================PV SCENARIO FILE============================== 3 | New PVSystem.small_p1ulv31790_1_2_pv phases=1 bus1=p1ulv31790.1.2 kv=0.2402 irradiance=1 Pmpp=46.591 %Pmpp=100 kVA=46.591 conn=wye %cutin=0.1 %cutout=0.1 Vmaxpu=1.2 4 | New PVSystem.small_p1ulv62436_1_2_pv phases=1 bus1=p1ulv62436.1.2 kv=0.2402 irradiance=1 Pmpp=16.739 %Pmpp=100 kVA=16.739 conn=wye %cutin=0.1 %cutout=0.1 Vmaxpu=1.2 5 | -------------------------------------------------------------------------------- /tests/data/smart-ds/substations-no-load-shapes/p1uhs21_1247/p1uhs21_1247--p1udt5257/hc_pv_deployments/random/2/15/PVSystems.dss: -------------------------------------------------------------------------------- 1 | // PV Scenario for 63.32952323373909 kW total size, Scenario type random, Sample 2 and penetration 15% (PV to load ratio) 2 | ! =====================PV SCENARIO FILE============================== 3 | New PVSystem.small_p1ulv53232_1_2_pv phases=1 bus1=p1ulv53232.1.2 kv=0.2402 irradiance=1 Pmpp=49.779 %Pmpp=100 kVA=49.779 conn=wye %cutin=0.1 %cutout=0.1 Vmaxpu=1.2 4 | New PVSystem.small_p1ulv57596_1_2_3_pv phases=3 bus1=p1ulv57596.1.2.3 kv=0.48 irradiance=1 Pmpp=13.55 %Pmpp=100 kVA=13.55 conn=delta %cutin=0.1 %cutout=0.1 Vmaxpu=1.2 5 | -------------------------------------------------------------------------------- /disco/postprocess/config/hc_thresholds.toml: -------------------------------------------------------------------------------- 1 | [voltage] 2 | min_voltage = 0.95 3 | max_voltage = 1.05 4 | num_nodes_any_outside_ansi_b = 350 5 | num_time_points_with_ansi_b_violations = 350 6 | 7 | [thermal] 8 | line_max_instantaneous_loading_pct = 150 9 | line_max_moving_average_loading_pct = 120 10 | line_num_time_points_with_instantaneous_violations = 350 11 | line_num_time_points_with_moving_average_violations = 350 12 | transformer_max_instantaneous_loading_pct = 150 13 | transformer_max_moving_average_loading_pct = 120 14 | transformer_num_time_points_with_instantaneous_violations = 350 15 | transformer_num_time_points_with_moving_average_violations = 350 16 | -------------------------------------------------------------------------------- /disco/pydss/common.py: -------------------------------------------------------------------------------- 1 | """Common definitions for PyDSS-based simulations.""" 2 | 3 | import enum 4 | import logging 5 | 6 | 7 | from PyDSS.reports.pv_reports import PF1_SCENARIO, CONTROL_MODE_SCENARIO 8 | 9 | logger = logging.getLogger(__name__) 10 | 11 | 12 | SCENARIO_NAME_DELIMITER = "__" 13 | SIMULATION_POSTPROCESS = "post_process" 14 | TIME_SERIES_SCENARIOS = [CONTROL_MODE_SCENARIO, PF1_SCENARIO] 15 | SNAPSHOT_SCENARIO = "scenario" 16 | 17 | 18 | class ConfigType(enum.Enum): 19 | """Possible values for PyDSS config options""" 20 | SIMULATION_CONFIG = "Simulation" 21 | CONTROLLER_CONFIG = "PvControllers" 22 | SCENARIOS = "Scenarios" 23 | -------------------------------------------------------------------------------- /disco/analysis/configure.py: -------------------------------------------------------------------------------- 1 | 2 | import logging 3 | 4 | 5 | logger = logging.getLogger(__name__) 6 | 7 | 8 | def create_analysis_config(analysis_type, overrides=None): 9 | # dynamically get class from analysis module 10 | module = __import__("disco.analysis", fromlist=[analysis_type]) 11 | analysis_class = getattr(module, analysis_type) 12 | analysis_config = analysis_class() 13 | 14 | if overrides: 15 | try: 16 | analysis_config.set_config_overrides(overrides) 17 | except ValueError: 18 | logging.exception("Failed to set config overrides") 19 | raise 20 | 21 | return analysis_config 22 | -------------------------------------------------------------------------------- /tests/data/smart-ds/substations-no-load-shapes/p1uhs21_1247/p1uhs21_1247--p1udt5257/hc_pv_deployments/random/1/pv_config.json: -------------------------------------------------------------------------------- 1 | { 2 | "pv_systems": [ 3 | { 4 | "name": "small_p1ulv31790_1_2_pv", 5 | "pydss_controller": { 6 | "controller_type": "PvController", 7 | "name": "volt_var_ieee_1547_2018_catB" 8 | }, 9 | "customer_type": "residential" 10 | }, 11 | { 12 | "name": "small_p1ulv62436_1_2_pv", 13 | "pydss_controller": { 14 | "controller_type": "PvController", 15 | "name": "volt_var_ieee_1547_2018_catB" 16 | }, 17 | "customer_type": "residential" 18 | } 19 | ] 20 | } 21 | -------------------------------------------------------------------------------- /tests/data/smart-ds/substations-no-load-shapes/p1uhs21_1247/p1uhs21_1247--p1udt5257/hc_pv_deployments/random/2/pv_config.json: -------------------------------------------------------------------------------- 1 | { 2 | "pv_systems": [ 3 | { 4 | "name": "small_p1ulv53232_1_2_pv", 5 | "pydss_controller": { 6 | "controller_type": "PvController", 7 | "name": "volt_var_ieee_1547_2018_catB" 8 | }, 9 | "customer_type": "residential" 10 | }, 11 | { 12 | "name": "small_p1ulv57596_1_2_3_pv", 13 | "pydss_controller": { 14 | "controller_type": "PvController", 15 | "name": "volt_var_ieee_1547_2018_catB" 16 | }, 17 | "customer_type": "commercial" 18 | } 19 | ] 20 | } 21 | -------------------------------------------------------------------------------- /tests/data/upgrade-models/uo_baseline_scenario_undersized/opendss/dss_files/LineGeometry.dss: -------------------------------------------------------------------------------- 1 | New LineGeometry.Geometry_1 Nconds=4 Nphases=3 Units=m Cond=1 Wire=OH_ACSR_477kcmil X=0.0 H=10.0 Normamps=660.0 Cond=2 Wire=OH_ACSR_477kcmil X=0.304 H=10.0 Normamps=660.0 Cond=3 Wire=OH_ACSR_477kcmil X=0.608 H=10.0 Normamps=660.0 Cond=4 Wire=OH_ACSR_477kcmil X=0.0 H=9.6952 Normamps=660.0 Reduce=y LineType=oh 2 | 3 | New LineGeometry.Geometry_2 Nconds=3 Nphases=3 Units=m Cond=1 CNCable=UG_AL_750kcmil_15_kV X=0.0 H=-2.0 Normamps=640.0 Cond=2 CNCable=UG_AL_750kcmil_15_kV X=0.152 H=-2.0 Normamps=640.0 Cond=3 CNCable=UG_AL_750kcmil_15_kV X=0.304 H=-2.0 Normamps=640.0 Reduce=n LineType=ug 4 | 5 | -------------------------------------------------------------------------------- /tests/data/upgrade-models/uo_baseline_scenario_undersized2/opendss/dss_files/LineGeometry.dss: -------------------------------------------------------------------------------- 1 | New LineGeometry.Geometry_1 Nconds=4 Nphases=3 Units=m Cond=1 Wire=OH_ACSR_477kcmil X=0.0 H=10.0 Normamps=660.0 Cond=2 Wire=OH_ACSR_477kcmil X=0.304 H=10.0 Normamps=660.0 Cond=3 Wire=OH_ACSR_477kcmil X=0.608 H=10.0 Normamps=660.0 Cond=4 Wire=OH_ACSR_477kcmil X=0.0 H=9.6952 Normamps=660.0 Reduce=y LineType=oh 2 | 3 | New LineGeometry.Geometry_2 Nconds=3 Nphases=3 Units=m Cond=1 CNCable=UG_AL_750kcmil_15_kV X=0.0 H=-2.0 Normamps=640.0 Cond=2 CNCable=UG_AL_750kcmil_15_kV X=0.152 H=-2.0 Normamps=640.0 Cond=3 CNCable=UG_AL_750kcmil_15_kV X=0.304 H=-2.0 Normamps=640.0 Reduce=n LineType=ug 4 | 5 | -------------------------------------------------------------------------------- /disco/extensions/upgrade_simulation/upgrades/upgrade_parameters.toml: -------------------------------------------------------------------------------- 1 | [thermal_upgrade_params] 2 | transformer_upper_limit = 1.25 3 | line_upper_limit = 1.25 4 | line_design_pu = 0.75 5 | transformer_design_pu = 0.75 6 | voltage_upper_limit = 1.05 7 | voltage_lower_limit = 0.95 8 | read_external_catalog = false 9 | external_catalog = "" 10 | 11 | [voltage_upgrade_params] 12 | initial_upper_limit = 1.05 13 | initial_lower_limit = 0.95 14 | final_upper_limit = 1.05 15 | final_lower_limit = 0.95 16 | nominal_voltage = 120 17 | 18 | [upgrade_simulation_params] 19 | enable_pydss_controller = true 20 | dc_ac_ratio = 1.15 21 | pydss_controller_name = "volt_var_ieee_1547_2018_catB" 22 | -------------------------------------------------------------------------------- /disco/sources/gem/factory.py: -------------------------------------------------------------------------------- 1 | """Factory functions for creating data generators.""" 2 | 3 | from jade.exceptions import InvalidParameter 4 | from jade.utils.timing_utils import timed_info 5 | from jade.utils.utils import load_data 6 | from .open_dss_generator import OpenDssGenerator 7 | 8 | 9 | @timed_info 10 | def read_config_data(config_file): 11 | """Return a model generator based on the config file.""" 12 | data = load_data(config_file) 13 | 14 | if data["type"] == "GemModel": 15 | cls = OpenDssGenerator 16 | else: 17 | raise InvalidParameter(f"unsupported model type {data['type']}") 18 | 19 | generator = cls(data) 20 | return generator 21 | -------------------------------------------------------------------------------- /tests/data/upgrade-models/K1/Substation.dss: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | New Transformer.T2 phases=3 windings=2 buses=(Trans_equiv.1.2.3, K_LSB.1.2.3) conns=(delta,wye) kvs=(66, 13.8) kvas=(12000, 12000) 5 | ~ xhl=7.904196143 wdg=1 %r=0.250041667 wdg=2 %r=0.250041667 mintap=0.9 maxtap=1.1 6 | 7 | !New reactor.T2_neutral bus1=K_LSB.3 bus2=K_LSB.0 phases=1 x=0.5 basefreq=60 8 | 9 | New line.K21_feeder bus1=K_LSB.1.2.3.0 bus2=K21.1.2.3.0 phases=3 switch=y length=0.001 units=ft enabled=true 10 | New line.K22_feeder bus1=K_LSB bus2=K22 phases=3 switch=y length=0.001 units=ft enabled=true 11 | 12 | New regcontrol.T2 transformer=T2 vreg=(122) winding=2 band=3 ptratio=63.50852961 delay=30 13 | 14 | 15 | -------------------------------------------------------------------------------- /tests/data/smart-ds/substations/p1uhs21_1247/p1uhs21_1247--p1udt5257/hc_pv_deployments/close/2/15/PVSystems.dss: -------------------------------------------------------------------------------- 1 | // PV Scenario for 63.32952323373909 kW total size, Scenario type close, Sample 2 and penetration 15% (PV to load ratio) 2 | ! =====================PV SCENARIO FILE============================== 3 | New PVSystem.small_p1ulv5951_1_2_pv phases=1 bus1=p1ulv5951.1.2 kv=0.2402 irradiance=1 Pmpp=55.165 %Pmpp=100 kVA=55.165 conn=wye %cutin=0.1 %cutout=0.1 Vmaxpu=1.2 yearly=1565102_30.26_-97.47_2019 4 | New PVSystem.small_p1ulv59420_1_2_pv phases=1 bus1=p1ulv59420.1.2 kv=0.2402 irradiance=1 Pmpp=8.165 %Pmpp=100 kVA=8.165 conn=wye %cutin=0.1 %cutout=0.1 Vmaxpu=1.2 yearly=1568225_30.16_-97.43_2019 5 | -------------------------------------------------------------------------------- /tests/data/smart-ds/substations/p1uhs21_1247/p1uhs21_1247--p1udt5257/hc_pv_deployments/close/1/15/PVSystems.dss: -------------------------------------------------------------------------------- 1 | // PV Scenario for 63.32952323373909 kW total size, Scenario type close, Sample 1 and penetration 15% (PV to load ratio) 2 | ! =====================PV SCENARIO FILE============================== 3 | New PVSystem.small_p1ulv5951_1_2_pv phases=1 bus1=p1ulv5951.1.2 kv=0.2402 irradiance=1 Pmpp=55.165 %Pmpp=100 kVA=55.165 conn=wye %cutin=0.1 %cutout=0.1 Vmaxpu=1.2 yearly=1558705_30.20_-97.55_2019 4 | New PVSystem.small_p1ulv57596_1_2_3_pv phases=3 bus1=p1ulv57596.1.2.3 kv=0.48 irradiance=1 Pmpp=8.165 %Pmpp=100 kVA=8.165 conn=delta %cutin=0.1 %cutout=0.1 Vmaxpu=1.2 yearly=1540422_30.24_-97.77_2019 5 | -------------------------------------------------------------------------------- /tests/data/smart-ds/substations/p1uhs21_1247/p1uhs21_1247--p1udt5257/hc_pv_deployments/random/1/15/PVSystems.dss: -------------------------------------------------------------------------------- 1 | // PV Scenario for 63.32952323373909 kW total size, Scenario type random, Sample 1 and penetration 15% (PV to load ratio) 2 | ! =====================PV SCENARIO FILE============================== 3 | New PVSystem.small_p1ulv31790_1_2_pv phases=1 bus1=p1ulv31790.1.2 kv=0.2402 irradiance=1 Pmpp=46.591 %Pmpp=100 kVA=46.591 conn=wye %cutin=0.1 %cutout=0.1 Vmaxpu=1.2 yearly=1558705_30.20_-97.55_2019 4 | New PVSystem.small_p1ulv62436_1_2_pv phases=1 bus1=p1ulv62436.1.2 kv=0.2402 irradiance=1 Pmpp=16.739 %Pmpp=100 kVA=16.739 conn=wye %cutin=0.1 %cutout=0.1 Vmaxpu=1.2 yearly=1540422_30.24_-97.77_2019 5 | -------------------------------------------------------------------------------- /disco/utils/custom_encoders.py: -------------------------------------------------------------------------------- 1 | """Utility functions for the disco package.""" 2 | import json 3 | import enum 4 | import numpy as np 5 | from pathlib import PosixPath, WindowsPath 6 | 7 | 8 | class ExtendedJSONEncoder(json.JSONEncoder): 9 | def default(self, obj): 10 | if isinstance(obj, enum.Enum): 11 | return obj.value 12 | 13 | if isinstance(obj, PosixPath) or isinstance(obj, WindowsPath): 14 | return str(obj) 15 | 16 | if isinstance(obj, np.int32): 17 | return int(obj) 18 | 19 | if isinstance(obj, np.int64): 20 | return int(obj) 21 | 22 | return json.JSONEncoder.default(self, obj) 23 | -------------------------------------------------------------------------------- /tests/data/smart-ds/substations/p1uhs21_1247/p1uhs21_1247--p1udt5257/hc_pv_deployments/random/2/15/PVSystems.dss: -------------------------------------------------------------------------------- 1 | // PV Scenario for 63.32952323373909 kW total size, Scenario type random, Sample 2 and penetration 15% (PV to load ratio) 2 | ! =====================PV SCENARIO FILE============================== 3 | New PVSystem.small_p1ulv53232_1_2_pv phases=1 bus1=p1ulv53232.1.2 kv=0.2402 irradiance=1 Pmpp=49.779 %Pmpp=100 kVA=49.779 conn=wye %cutin=0.1 %cutout=0.1 Vmaxpu=1.2 yearly=1565102_30.26_-97.47_2019 4 | New PVSystem.small_p1ulv57596_1_2_3_pv phases=3 bus1=p1ulv57596.1.2.3 kv=0.48 irradiance=1 Pmpp=13.55 %Pmpp=100 kVA=13.55 conn=delta %cutin=0.1 %cutout=0.1 Vmaxpu=1.2 yearly=1568225_30.16_-97.43_2019 5 | -------------------------------------------------------------------------------- /disco/models/snapshot_impact_analysis_model.py: -------------------------------------------------------------------------------- 1 | """Defines snapshot impact analysis data model""" 2 | 3 | from typing import Optional 4 | 5 | from pydantic.v1 import Field 6 | 7 | from .base import ImpactAnalysisBaseModel 8 | 9 | 10 | class SnapshotImpactAnalysisModel(ImpactAnalysisBaseModel): 11 | """Data model for snapshot impact analysis""" 12 | include_voltage_deviation: Optional[bool] = Field( 13 | title="include_voltage_deviation", 14 | default=False, 15 | description="Whether include voltage deviation or not", 16 | ) 17 | 18 | class Config: 19 | title = "SnapshotImpactAnalysisModel" 20 | anystr_strip_whitespace = True 21 | validate_assignment = True 22 | -------------------------------------------------------------------------------- /tests/data/upgrade-models/J1/Substation.dss: -------------------------------------------------------------------------------- 1 | New Circuit.J1 pu=0.97 r1=1.376 x1=14.257 r0=0.001 x0=8.203 bus1=S basekv=69 2 | 3 | New Transformer.SubXfmr phases=3 windings=2 buses=(S,LS_Bus) conns=(wye,wye) 4 | ~ kvs=(68.8,13.09) kvas=(16000,16000) numtaps=16 5 | ~ xhl=11.63 wdg=1 %r=0.596 wdg=2 %r=0.596 6 | ~ ppm_antifloat=5 7 | 8 | New regcontrol.SubXfmr transformer=SubXfmr vreg=124 winding=2 band=2 PTratio=60 Delay=90 tapdelay=30 9 | 10 | New line.temp_sub bus1=LS_Bus bus2=FeederHead switch=yes enabled=yes phases=3 normamps=99999 emergamps=99999 11 | 12 | New Load.Aggregate_Load phases=3 bus=LS_Bus.1.2.3 kV=12.47 kW=5000 pf=-0.98 status=variable mode=4 CVRwatts=0.8 CVRvars=3 class=1 numcust=1 yearly=AggLoadProfile 13 | -------------------------------------------------------------------------------- /tests/data/generic-models/p1uhs21_1247/p1udt5257/PVDeployments/p1uhs21_1247__p1udt5257__close__1__15.dss: -------------------------------------------------------------------------------- 1 | Redirect ../OpenDSS/Master.dss 2 | 3 | // PV Scenario for 63.32952323373909 kW total size, Scenario type close, Sample 1 and penetration 15% (PV to load ratio) 4 | ! =====================PV SCENARIO FILE============================== 5 | New PVSystem.small_p1ulv5951_1_2_pv phases=1 bus1=p1ulv5951.1.2 kv=0.2402 irradiance=1 Pmpp=55.165 %Pmpp=100 kVA=55.165 conn=wye %cutin=0.1 %cutout=0.1 Vmaxpu=1.2 yearly=1558705_30.20_-97.55_2019 6 | New PVSystem.small_p1ulv57596_1_2_3_pv phases=3 bus1=p1ulv57596.1.2.3 kv=0.48 irradiance=1 Pmpp=8.165 %Pmpp=100 kVA=8.165 conn=delta %cutin=0.1 %cutout=0.1 Vmaxpu=1.2 yearly=1540422_30.24_-97.77_2019 7 | 8 | Solve 9 | -------------------------------------------------------------------------------- /tests/data/generic-models/p1uhs21_1247/p1udt5257/PVDeployments/p1uhs21_1247__p1udt5257__close__2__15.dss: -------------------------------------------------------------------------------- 1 | Redirect ../OpenDSS/Master.dss 2 | 3 | // PV Scenario for 63.32952323373909 kW total size, Scenario type close, Sample 2 and penetration 15% (PV to load ratio) 4 | ! =====================PV SCENARIO FILE============================== 5 | New PVSystem.small_p1ulv5951_1_2_pv phases=1 bus1=p1ulv5951.1.2 kv=0.2402 irradiance=1 Pmpp=55.165 %Pmpp=100 kVA=55.165 conn=wye %cutin=0.1 %cutout=0.1 Vmaxpu=1.2 yearly=1565102_30.26_-97.47_2019 6 | New PVSystem.small_p1ulv59420_1_2_pv phases=1 bus1=p1ulv59420.1.2 kv=0.2402 irradiance=1 Pmpp=8.165 %Pmpp=100 kVA=8.165 conn=wye %cutin=0.1 %cutout=0.1 Vmaxpu=1.2 yearly=1568225_30.16_-97.43_2019 7 | 8 | Solve 9 | -------------------------------------------------------------------------------- /docs/source/analysis-workflows.rst: -------------------------------------------------------------------------------- 1 | .. _analysis_workflows: 2 | 3 | ****************** 4 | Analysis Workflows 5 | ****************** 6 | 7 | DISCO implements analysis workflows that allow post-processing of individual jobs, 8 | batches of jobs, or a pipeline of batches. 9 | 10 | The supported analyses include: 11 | 12 | * Static Hosting Capacity Analysis 13 | * Dynamic Hosting Capacity Analysis 14 | * Upgrade Cost Analysis Analysis 15 | * Snapshot/Time Series Impact Analysis 16 | 17 | The following sections show the analysis workflows in detail. 18 | 19 | .. toctree:: 20 | :maxdepth: 2 21 | 22 | analysis-workflows/hosting-capacity-analysis 23 | analysis-workflows/upgrade-cost-analysis 24 | analysis-workflows/impact-analysis 25 | -------------------------------------------------------------------------------- /tests/data/generic-models/p1uhs21_1247/p1udt5257/PVDeployments/p1uhs21_1247__p1udt5257__random__1__15.dss: -------------------------------------------------------------------------------- 1 | Redirect ../OpenDSS/Master.dss 2 | 3 | // PV Scenario for 63.32952323373909 kW total size, Scenario type random, Sample 1 and penetration 15% (PV to load ratio) 4 | ! =====================PV SCENARIO FILE============================== 5 | New PVSystem.small_p1ulv31790_1_2_pv phases=1 bus1=p1ulv31790.1.2 kv=0.2402 irradiance=1 Pmpp=46.591 %Pmpp=100 kVA=46.591 conn=wye %cutin=0.1 %cutout=0.1 Vmaxpu=1.2 yearly=1558705_30.20_-97.55_2019 6 | New PVSystem.small_p1ulv62436_1_2_pv phases=1 bus1=p1ulv62436.1.2 kv=0.2402 irradiance=1 Pmpp=16.739 %Pmpp=100 kVA=16.739 conn=wye %cutin=0.1 %cutout=0.1 Vmaxpu=1.2 yearly=1540422_30.24_-97.77_2019 7 | 8 | Solve 9 | -------------------------------------------------------------------------------- /tests/data/generic-models/p1uhs21_1247/p1udt5257/PVDeployments/p1uhs21_1247__p1udt5257__random__2__15.dss: -------------------------------------------------------------------------------- 1 | Redirect ../OpenDSS/Master.dss 2 | 3 | // PV Scenario for 63.32952323373909 kW total size, Scenario type random, Sample 2 and penetration 15% (PV to load ratio) 4 | ! =====================PV SCENARIO FILE============================== 5 | New PVSystem.small_p1ulv53232_1_2_pv phases=1 bus1=p1ulv53232.1.2 kv=0.2402 irradiance=1 Pmpp=49.779 %Pmpp=100 kVA=49.779 conn=wye %cutin=0.1 %cutout=0.1 Vmaxpu=1.2 yearly=1565102_30.26_-97.47_2019 6 | New PVSystem.small_p1ulv57596_1_2_3_pv phases=3 bus1=p1ulv57596.1.2.3 kv=0.48 irradiance=1 Pmpp=13.55 %Pmpp=100 kVA=13.55 conn=delta %cutin=0.1 %cutout=0.1 Vmaxpu=1.2 yearly=1568225_30.16_-97.43_2019 7 | 8 | Solve 9 | -------------------------------------------------------------------------------- /.github/workflows/publish_to_pypi.yml: -------------------------------------------------------------------------------- 1 | name: Upload to PyPi 2 | 3 | on: 4 | release: 5 | types: [published] 6 | 7 | jobs: 8 | deploy: 9 | runs-on: ubuntu-latest 10 | steps: 11 | - uses: actions/checkout@v2 12 | - name: Set up Python 13 | uses: actions/setup-python@v2 14 | with: 15 | python-version: 3.7 16 | - name: Install dependencies 17 | run: | 18 | python -m pip install --upgrade pip 19 | pip install setuptools wheel twine 20 | - name: Build and publish 21 | env: 22 | TWINE_USERNAME: ${{ secrets.PYPI_USERNAME }} 23 | TWINE_PASSWORD: ${{ secrets.PYPI_TOKEN }} 24 | run: | 25 | python setup.py sdist bdist_wheel 26 | twine upload dist/* 27 | -------------------------------------------------------------------------------- /tests/data/smart-ds/substations/p1uhs21_1247/p1uhs21_1247--p1udt5257/hc_pv_deployments/close/1/pv_config.json: -------------------------------------------------------------------------------- 1 | { 2 | "pv_systems": [ 3 | { 4 | "name": "small_p1ulv5951_1_2_pv", 5 | "pydss_controller": { 6 | "controller_type": "PvController", 7 | "name": "volt_var_ieee_1547_2018_catB" 8 | }, 9 | "pv_profile": "1566661_30.26_-97.45_2019", 10 | "customer_type": "commercial" 11 | }, 12 | { 13 | "name": "small_p1ulv57596_1_2_3_pv", 14 | "pydss_controller": { 15 | "controller_type": "PvController", 16 | "name": "volt_var_ieee_1547_2018_catB" 17 | }, 18 | "pv_profile": "1505550_30.26_-98.19_2019", 19 | "customer_type": "commercial" 20 | } 21 | ] 22 | } 23 | -------------------------------------------------------------------------------- /tests/data/smart-ds/substations/p1uhs21_1247/p1uhs21_1247--p1udt5257/hc_pv_deployments/close/2/pv_config.json: -------------------------------------------------------------------------------- 1 | { 2 | "pv_systems": [ 3 | { 4 | "name": "small_p1ulv5951_1_2_pv", 5 | "pydss_controller": { 6 | "controller_type": "PvController", 7 | "name": "volt_var_ieee_1547_2018_catB" 8 | }, 9 | "pv_profile": "1571313_30.20_-97.39_2019", 10 | "customer_type": "commercial" 11 | }, 12 | { 13 | "name": "small_p1ulv59420_1_2_pv", 14 | "pydss_controller": { 15 | "controller_type": "PvController", 16 | "name": "volt_var_ieee_1547_2018_catB" 17 | }, 18 | "pv_profile": "1537094_30.28_-97.81_2019", 19 | "customer_type": "residential" 20 | } 21 | ] 22 | } 23 | -------------------------------------------------------------------------------- /tests/data/smart-ds/substations/p1uhs21_1247/p1uhs21_1247--p1udt5257/hc_pv_deployments/random/1/pv_config.json: -------------------------------------------------------------------------------- 1 | { 2 | "pv_systems": [ 3 | { 4 | "name": "small_p1ulv31790_1_2_pv", 5 | "pydss_controller": { 6 | "controller_type": "PvController", 7 | "name": "volt_var_ieee_1547_2018_catB" 8 | }, 9 | "pv_profile": "1566661_30.26_-97.45_2019", 10 | "customer_type": "residential" 11 | }, 12 | { 13 | "name": "small_p1ulv62436_1_2_pv", 14 | "pydss_controller": { 15 | "controller_type": "PvController", 16 | "name": "volt_var_ieee_1547_2018_catB" 17 | }, 18 | "pv_profile": "1505550_30.26_-98.19_2019", 19 | "customer_type": "residential" 20 | } 21 | ] 22 | } 23 | -------------------------------------------------------------------------------- /tests/data/smart-ds/substations/p1uhs21_1247/p1uhs21_1247--p1udt5257/hc_pv_deployments/random/2/pv_config.json: -------------------------------------------------------------------------------- 1 | { 2 | "pv_systems": [ 3 | { 4 | "name": "small_p1ulv53232_1_2_pv", 5 | "pydss_controller": { 6 | "controller_type": "PvController", 7 | "name": "volt_var_ieee_1547_2018_catB" 8 | }, 9 | "pv_profile": "1571313_30.20_-97.39_2019", 10 | "customer_type": "residential" 11 | }, 12 | { 13 | "name": "small_p1ulv57596_1_2_3_pv", 14 | "pydss_controller": { 15 | "controller_type": "PvController", 16 | "name": "volt_var_ieee_1547_2018_catB" 17 | }, 18 | "pv_profile": "1537094_30.28_-97.81_2019", 19 | "customer_type": "commercial" 20 | } 21 | ] 22 | } 23 | -------------------------------------------------------------------------------- /disco/extensions/upgrade_simulation/upgrade_inputs.py: -------------------------------------------------------------------------------- 1 | 2 | import os 3 | 4 | from jade.utils.utils import load_data 5 | from disco.distribution.distribution_inputs import DistributionInputs 6 | from disco.extensions.upgrade_simulation.upgrade_parameters import UpgradeParameters 7 | 8 | 9 | class UpgradeInputs(DistributionInputs): 10 | 11 | def __init__(self, base_directory): 12 | super().__init__(base_directory) 13 | 14 | def _parse_config_files(self): 15 | filename = os.path.join(self._base, self._CONFIG_FILE) 16 | data = load_data(filename) 17 | for job_data in data: 18 | job = UpgradeParameters(**job_data) 19 | assert job.name not in self._parameters 20 | self._parameters[job.name] = job 21 | -------------------------------------------------------------------------------- /docs/source/advanced-guide/upgrade-cost-analysis-generic-models.rst: -------------------------------------------------------------------------------- 1 | .. _upgrade_cost_analysis_schemas: 2 | 3 | ********************************** 4 | Upgrade Cost Analysis JSON Schemas 5 | ********************************** 6 | 7 | UpgradeCostAnalysisSimulationModel 8 | ================================== 9 | .. literalinclude:: ../../build/json_schemas/UpgradeCostAnalysisSimulationModel.json 10 | :language: json 11 | 12 | UpgradesCostResultSummaryModel 13 | ============================== 14 | .. literalinclude:: ../../build/json_schemas/UpgradesCostResultSummaryModel.json 15 | :language: json 16 | 17 | JobUpgradeSummaryOutputModel 18 | ============================ 19 | .. literalinclude:: ../../build/json_schemas/JobUpgradeSummaryOutputModel.json 20 | :language: json 21 | -------------------------------------------------------------------------------- /disco/distribution/distribution_configuration.py: -------------------------------------------------------------------------------- 1 | """Base functionality for distribution configurations.""" 2 | 3 | import logging 4 | 5 | from jade.jobs.job_configuration import JobConfiguration 6 | from jade.utils.utils import load_data 7 | 8 | 9 | logger = logging.getLogger(__name__) 10 | 11 | 12 | class DistributionConfiguration(JobConfiguration): 13 | """Represents the configuration options for a distribution simulation.""" 14 | 15 | @classmethod 16 | def deserialize(cls, filename_or_data, do_not_deserialize_jobs=False): 17 | if isinstance(filename_or_data, str): 18 | data = load_data(filename_or_data) 19 | else: 20 | data = filename_or_data 21 | data["do_not_deserialize_jobs"] = do_not_deserialize_jobs 22 | return cls(**data) 23 | -------------------------------------------------------------------------------- /tests/data/upgrade-models/uo_baseline_scenario/opendss/dss_files/Transformers.dss: -------------------------------------------------------------------------------- 1 | New Transformer.b02e3fe9-77d0-47f9-86cb-e4db960afd62 phases=3 windings=2 wdg=1 conn=wye Kv=12.47 kva=1000.0 %R=0.0027648 bus=194f2b59-5877-4485-85b9-bd0ac6f75e25 wdg=2 conn=wye Kv=0.48 kva=1000.0 %R=0.0027648 bus=14080f48-4e0d-4ca6-9ed2-7db253f920f4 XHL=0.0562 2 | 3 | New Transformer.54cd0a5a-2ebe-4b39-936a-f238b503c221 phases=3 windings=2 wdg=1 conn=wye Kv=12.47 kva=300.0 %R=0.0105216 bus=3ad29eb4-60b2-4050-a87c-dcd858184622 wdg=2 conn=wye Kv=0.48 kva=300.0 %R=0.0105216 bus=b1003fd0-cd27-4de5-9851-f14382846fc4 XHL=0.0376 4 | 5 | New Transformer.502e96e3-853a-4b3d-b88d-fe59af4d7b65 phases=3 windings=2 wdg=1 conn=wye Kv=12.47 kva=1000.0 %R=0.0027648 bus=b9ac3056-629d-40cc-b520-cfe15eb7296c wdg=2 conn=wye Kv=0.48 kva=1000.0 %R=0.0027648 bus=ed866262-f11e-4ea7-b5f9-eecfea8ecbaf XHL=0.0562 6 | 7 | -------------------------------------------------------------------------------- /tests/data/upgrade-models/uo_load_2.5_scenario/opendss/dss_files/Transformers.dss: -------------------------------------------------------------------------------- 1 | New Transformer.b02e3fe9-77d0-47f9-86cb-e4db960afd62 phases=3 windings=2 wdg=1 conn=wye Kv=12.47 kva=1000.0 %R=0.0027648 bus=194f2b59-5877-4485-85b9-bd0ac6f75e25 wdg=2 conn=wye Kv=0.48 kva=1000.0 %R=0.0027648 bus=14080f48-4e0d-4ca6-9ed2-7db253f920f4 XHL=0.0562 2 | 3 | New Transformer.54cd0a5a-2ebe-4b39-936a-f238b503c221 phases=3 windings=2 wdg=1 conn=wye Kv=12.47 kva=300.0 %R=0.0105216 bus=3ad29eb4-60b2-4050-a87c-dcd858184622 wdg=2 conn=wye Kv=0.48 kva=300.0 %R=0.0105216 bus=b1003fd0-cd27-4de5-9851-f14382846fc4 XHL=0.0376 4 | 5 | New Transformer.502e96e3-853a-4b3d-b88d-fe59af4d7b65 phases=3 windings=2 wdg=1 conn=wye Kv=12.47 kva=1000.0 %R=0.0027648 bus=b9ac3056-629d-40cc-b520-cfe15eb7296c wdg=2 conn=wye Kv=0.48 kva=1000.0 %R=0.0027648 bus=ed866262-f11e-4ea7-b5f9-eecfea8ecbaf XHL=0.0562 6 | 7 | -------------------------------------------------------------------------------- /tests/data/upgrade-models/uo_baseline_scenario_undersized/opendss/dss_files/Transformers.dss: -------------------------------------------------------------------------------- 1 | New Transformer.b02e3fe9-77d0-47f9-86cb-e4db960afd62 phases=3 windings=2 wdg=1 conn=wye Kv=12.47 kva=300.0 %R=0.0105216 bus=194f2b59-5877-4485-85b9-bd0ac6f75e25 wdg=2 conn=wye Kv=0.48 kva=300.0 %R=0.0105216 bus=14080f48-4e0d-4ca6-9ed2-7db253f920f4 XHL=0.0376 2 | 3 | New Transformer.54cd0a5a-2ebe-4b39-936a-f238b503c221 phases=3 windings=2 wdg=1 conn=wye Kv=12.47 kva=100.0 %R=0.0278784 bus=3ad29eb4-60b2-4050-a87c-dcd858184622 wdg=2 conn=wye Kv=0.48 kva=100.0 %R=0.0278784 bus=b1003fd0-cd27-4de5-9851-f14382846fc4 XHL=0.0329 4 | 5 | New Transformer.502e96e3-853a-4b3d-b88d-fe59af4d7b65 phases=3 windings=2 wdg=1 conn=wye Kv=12.47 kva=300.0 %R=0.0105216 bus=b9ac3056-629d-40cc-b520-cfe15eb7296c wdg=2 conn=wye Kv=0.48 kva=300.0 %R=0.0105216 bus=ed866262-f11e-4ea7-b5f9-eecfea8ecbaf XHL=0.0376 6 | 7 | -------------------------------------------------------------------------------- /tests/data/upgrade-models/uo_baseline_scenario_undersized2/opendss/dss_files/Transformers.dss: -------------------------------------------------------------------------------- 1 | New Transformer.b02e3fe9-77d0-47f9-86cb-e4db960afd62 phases=3 windings=2 wdg=1 conn=wye Kv=12.47 kva=100.0 %R=0.0278784 bus=194f2b59-5877-4485-85b9-bd0ac6f75e25 wdg=2 conn=wye Kv=0.48 kva=100.0 %R=0.0278784 bus=14080f48-4e0d-4ca6-9ed2-7db253f920f4 XHL=0.0329 2 | 3 | New Transformer.54cd0a5a-2ebe-4b39-936a-f238b503c221 phases=3 windings=2 wdg=1 conn=wye Kv=12.47 kva=75.0 %R=0.0402432 bus=3ad29eb4-60b2-4050-a87c-dcd858184622 wdg=2 conn=wye Kv=0.48 kva=75.0 %R=0.0402432 bus=b1003fd0-cd27-4de5-9851-f14382846fc4 XHL=0.0324 4 | 5 | New Transformer.502e96e3-853a-4b3d-b88d-fe59af4d7b65 phases=3 windings=2 wdg=1 conn=wye Kv=12.47 kva=100.0 %R=0.0278784 bus=b9ac3056-629d-40cc-b520-cfe15eb7296c wdg=2 conn=wye Kv=0.48 kva=100.0 %R=0.0278784 bus=ed866262-f11e-4ea7-b5f9-eecfea8ecbaf XHL=0.0329 6 | 7 | -------------------------------------------------------------------------------- /disco/pipelines/auto_config.py: -------------------------------------------------------------------------------- 1 | import os 2 | import pathlib 3 | 4 | import click 5 | 6 | from jade.utils.run_command import check_run_command 7 | from disco.pipelines.update_config import set_hc_postprocess_blocked_by 8 | from disco.pipelines.utils import ensure_jade_pipeline_output_dir 9 | 10 | 11 | @click.command() 12 | @click.argument("commands-file") 13 | def auto_config(commands_file): 14 | path = pathlib.Path(commands_file) 15 | commands = path.read_text().split("\n") 16 | for cmd in commands: 17 | cmd = cmd.strip() 18 | if not cmd: 19 | continue 20 | cmd = ensure_jade_pipeline_output_dir(cmd) 21 | check_run_command(cmd) 22 | 23 | if "pipeline-postprocess-auto-config.txt" in commands_file: 24 | set_hc_postprocess_blocked_by(commands_file) 25 | 26 | 27 | if __name__ == "__main__": 28 | auto_config() 29 | -------------------------------------------------------------------------------- /tests/integration/test_transform_model.py: -------------------------------------------------------------------------------- 1 | """Tests local execution of a snapshot simulation.""" 2 | 3 | from pathlib import Path 4 | 5 | from jade.utils.subprocess_manager import check_run_command 6 | from tests.common import * 7 | 8 | 9 | def test_transform_no_copy_load_shape_data(cleanup): 10 | transform_cmd = f"{TRANSFORM_MODEL} tests/data/smart-ds/substations time-series -F -o {MODELS_DIR}" 11 | check_run_command(transform_cmd) == 0 12 | load_shape_data_files = list(Path(MODELS_DIR).rglob("*.csv")) 13 | assert not load_shape_data_files 14 | 15 | 16 | def test_transform_copy_load_shape_data(cleanup): 17 | transform_cmd = f"{TRANSFORM_MODEL} tests/data/smart-ds/substations time-series -F -o {MODELS_DIR} -c" 18 | check_run_command(transform_cmd) == 0 19 | load_shape_data_files = list(Path(MODELS_DIR).rglob("*.csv")) 20 | assert load_shape_data_files 21 | -------------------------------------------------------------------------------- /disco/extensions/pydss_simulation/time_series_impact_analysis_configuration.py: -------------------------------------------------------------------------------- 1 | 2 | import copy 3 | import logging 4 | 5 | from disco.extensions.pydss_simulation.pydss_configuration import \ 6 | PyDssConfiguration 7 | from disco.extensions.pydss_simulation.pydss_inputs import PyDssInputs 8 | from disco.pydss.common import ConfigType 9 | from jade.utils.utils import load_data 10 | 11 | 12 | logger = logging.getLogger(__name__) 13 | 14 | 15 | def auto_config(inputs, **kwargs): 16 | """Create a configuration from all available inputs.""" 17 | if isinstance(inputs, str): 18 | inputs = PyDssInputs(inputs) 19 | config = PyDssConfiguration(inputs, **kwargs) 20 | for job in config.inputs.iter_jobs(): 21 | config.add_job(job) 22 | 23 | #exports = load_data(exports_filename) 24 | #config.set_pydss_config(ConfigType.EXPORTS, exports) 25 | 26 | return config 27 | -------------------------------------------------------------------------------- /tests/data/upgrade-models/M1/Capacitors.dss: -------------------------------------------------------------------------------- 1 | New Capacitor.Cap1 Phases =3 Bus1=0x008C6578 kV=12.47 kvar=1200 conn = wye enabled =true states=0 !closest to sub 2 | new capcontrol.Cap1_ctrl Capacitor=Cap1 element=line.temp2 terminal=1 Delay=45 Delayoff=900 3 | ~ type=kvar ON=540 OFF=-840 voltoverride=no vmax=126 vmin=114 ptratio=60 4 | 5 | New Capacitor.Cap2 Phases =3 Bus1=0x008ED880 kV=12.47 kvar=1200 conn = wye enabled =true states=0 6 | new capcontrol.Cap2_ctrl Capacitor=Cap2 element=line.temp2 terminal=1 Delay=30 Delayoff=910 7 | ~ type=kvar ON=540 OFF=-840 voltoverride=no vmax=126 vmin=114 ptratio=60 8 | 9 | New Capacitor.Cap3 Phases =3 Bus1=0x008DBE00 kV=12.47 kvar=1200 conn = wye enabled =true states=1 !Furthest from sub 10 | new capcontrol.Cap3_ctrl Capacitor=Cap3 element=line.temp2 terminal=1 Delay=15 Delayoff=920 11 | ~ type=kvar ON=540 OFF=-840 voltoverride=no vmax=126 vmin=114 ptratio=60 12 | 13 | -------------------------------------------------------------------------------- /tests/data/upgrade-models/J1/Master_withPV.dss: -------------------------------------------------------------------------------- 1 | !EPRI Feeder J1, OpenDSS 2 | ! This Circuit model is provided to the public by EPRI (Electric Power Research Institute) as part of the Distributed Renewables Research Program (P174). 3 | ! Please feel free to use this circuit model for further research/study. 4 | ! For reference purposes, please use: EPRI Feeder J1, Distributed PV (DPV) Monitoring and Feeder Analysis, dpv.epri.com, 2013 5 | Clear 6 | 7 | Redirect LoadShapes_mod.dss 8 | Redirect Substation.dss 9 | Redirect LineCodes.dss 10 | Redirect Lines.dss 11 | Redirect Transformers.dss 12 | Redirect LoadsInd.dss 13 | Redirect Services.dss 14 | Redirect Capacitors.dss 15 | Redirect Regulators.dss 16 | Redirect ExistingPV.dss 17 | 18 | set maxiter=100 19 | set maxcontroliter=100 20 | 21 | Set voltagebases=[69, 12.47, 7.2, 0.480, 0.416] 22 | Calcv 23 | Solve 24 | 25 | redirect monitors.dss 26 | 27 | Buscoords Buscoords.dss 28 | -------------------------------------------------------------------------------- /.github/workflows/gh-pages.yml: -------------------------------------------------------------------------------- 1 | name: Documentation 2 | 3 | on: 4 | push: 5 | branches: [main] 6 | 7 | jobs: 8 | make-pages: 9 | runs-on: ubuntu-latest 10 | steps: 11 | - uses: actions/checkout@v2 12 | - name: select python version 13 | uses: actions/setup-python@v2 14 | with: 15 | python-version: 3.9 16 | - name: install dependencies 17 | run: | 18 | python -m pip install --upgrade pip 19 | python -m pip install '.[dev]' 20 | - name: build documentation 21 | run: | 22 | cd docs 23 | make clean 24 | make html 25 | - name: deploy 26 | uses: peaceiris/actions-gh-pages@v3.6.1 27 | with: 28 | github_token: ${{ secrets.GITHUB_TOKEN }} 29 | publish_dir: ./docs/build/html 30 | force_orphan: true 31 | full_commit_message: ${{ github.event.head_commit.message }} 32 | -------------------------------------------------------------------------------- /disco/cli/download_source.py: -------------------------------------------------------------------------------- 1 | """Command to download input data.""" 2 | 3 | import click 4 | 5 | from disco.sources.epri import ( 6 | download_epri_feeder_opendss_data, 7 | define_epri_source_format 8 | ) 9 | 10 | 11 | @click.group() 12 | def download_source(): 13 | """Commands to download raw OpenDSS models from the source.""" 14 | 15 | 16 | @click.command() 17 | @click.argument("feeders", nargs=-1) 18 | @click.option( 19 | "-d", "--directory", 20 | default=".", 21 | show_default=True, 22 | help="local download directory", 23 | ) 24 | def epri(feeders, directory): 25 | """Download EPRI feeder models - J1, K1, and/or M1""" 26 | for feeder in feeders: 27 | location = download_epri_feeder_opendss_data(feeder, output_directory=directory) 28 | print(f"Downloaded EPRI {feeder} to {location}") 29 | 30 | define_epri_source_format(output_directory=directory) 31 | 32 | 33 | download_source.add_command(epri) 34 | -------------------------------------------------------------------------------- /docs/source/advanced-guide.rst: -------------------------------------------------------------------------------- 1 | .. _advanced_guide: 2 | 3 | Advanced Guide 4 | ############## 5 | 6 | .. Content here is commented-out because it doesn't currently fit. Might need it again. 7 | 8 | .. This page describes how to use the DISCO package to create, modify, and run 9 | .. simulations locally or on an HPC. 10 | 11 | .. DISCO create JADE extensions in DISCO, and calls high-level interfaces of PyDSS 12 | .. to run simulations on top of OpenDSS.The supported simulations in DISCO currently 13 | .. include: 14 | 15 | .. * DISCO PV Deployment Simulation via ``pydss_simulation`` extension. 16 | 17 | 18 | .. Please refer to the following links and check the simulation types in detail. 19 | 20 | .. toctree:: 21 | :maxdepth: 1 22 | 23 | advanced-guide/upgrade-cost-analysis-generic-models.rst 24 | 25 | .. If you need to create your own extension, the 26 | .. `JADE documentation `_ 27 | .. provides step-by-step instructions. 28 | -------------------------------------------------------------------------------- /tests/data/smart-ds/pv-profiles/1550396_30.32_-97.65_2019.csv: -------------------------------------------------------------------------------- 1 | 0.0 2 | 0.0 3 | 0.0 4 | 0.0 5 | 0.0 6 | 0.0 7 | 0.0 8 | 0.0 9 | 0.0 10 | 0.0 11 | 0.0 12 | 0.0 13 | 0.0 14 | 0.0 15 | 0.0 16 | 0.0 17 | 0.0 18 | 0.0 19 | 0.0 20 | 0.0 21 | 0.0 22 | 0.0 23 | 0.0 24 | 0.0 25 | 0.0 26 | 8.0 27 | 22.0 28 | 40.0 29 | 63.0 30 | 89.0 31 | 170.0 32 | 331.0 33 | 392.0 34 | 449.0 35 | 506.0 36 | 563.0 37 | 616.0 38 | 665.0 39 | 712.0 40 | 757.0 41 | 797.0 42 | 834.0 43 | 483.0 44 | 331.0 45 | 497.0 46 | 557.0 47 | 202.0 48 | 93.0 49 | 81.0 50 | 127.0 51 | 92.0 52 | 350.0 53 | 273.0 54 | 474.0 55 | 954.0 56 | 937.0 57 | 913.0 58 | 503.0 59 | 857.0 60 | 833.0 61 | 795.0 62 | 755.0 63 | 712.0 64 | 670.0 65 | 620.0 66 | 567.0 67 | 513.0 68 | 459.0 69 | 402.0 70 | 343.0 71 | 284.0 72 | 225.0 73 | 169.0 74 | 115.0 75 | 65.0 76 | 26.0 77 | 0.0 78 | 0.0 79 | 0.0 80 | 0.0 81 | 0.0 82 | 0.0 83 | 0.0 84 | 0.0 85 | 0.0 86 | 0.0 87 | 0.0 88 | 0.0 89 | 0.0 90 | 0.0 91 | 0.0 92 | 0.0 93 | 0.0 94 | 0.0 95 | 0.0 96 | 0.0 97 | -------------------------------------------------------------------------------- /tests/data/smart-ds/pv-profiles/1550397_30.30_-97.65_2019.csv: -------------------------------------------------------------------------------- 1 | 0.0 2 | 0.0 3 | 0.0 4 | 0.0 5 | 0.0 6 | 0.0 7 | 0.0 8 | 0.0 9 | 0.0 10 | 0.0 11 | 0.0 12 | 0.0 13 | 0.0 14 | 0.0 15 | 0.0 16 | 0.0 17 | 0.0 18 | 0.0 19 | 0.0 20 | 0.0 21 | 0.0 22 | 0.0 23 | 0.0 24 | 0.0 25 | 0.0 26 | 7.0 27 | 19.0 28 | 34.0 29 | 53.0 30 | 75.0 31 | 169.0 32 | 331.0 33 | 392.0 34 | 448.0 35 | 505.0 36 | 562.0 37 | 615.0 38 | 664.0 39 | 710.0 40 | 755.0 41 | 795.0 42 | 832.0 43 | 468.0 44 | 353.0 45 | 151.0 46 | 656.0 47 | 262.0 48 | 78.0 49 | 79.0 50 | 118.0 51 | 95.0 52 | 510.0 53 | 344.0 54 | 653.0 55 | 699.0 56 | 934.0 57 | 911.0 58 | 635.0 59 | 855.0 60 | 831.0 61 | 792.0 62 | 754.0 63 | 710.0 64 | 668.0 65 | 619.0 66 | 565.0 67 | 512.0 68 | 458.0 69 | 401.0 70 | 342.0 71 | 283.0 72 | 225.0 73 | 169.0 74 | 115.0 75 | 65.0 76 | 26.0 77 | 0.0 78 | 0.0 79 | 0.0 80 | 0.0 81 | 0.0 82 | 0.0 83 | 0.0 84 | 0.0 85 | 0.0 86 | 0.0 87 | 0.0 88 | 0.0 89 | 0.0 90 | 0.0 91 | 0.0 92 | 0.0 93 | 0.0 94 | 0.0 95 | 0.0 96 | 0.0 97 | -------------------------------------------------------------------------------- /tests/data/smart-ds/pv-profiles/1552057_30.36_-97.63_2019.csv: -------------------------------------------------------------------------------- 1 | 0.0 2 | 0.0 3 | 0.0 4 | 0.0 5 | 0.0 6 | 0.0 7 | 0.0 8 | 0.0 9 | 0.0 10 | 0.0 11 | 0.0 12 | 0.0 13 | 0.0 14 | 0.0 15 | 0.0 16 | 0.0 17 | 0.0 18 | 0.0 19 | 0.0 20 | 0.0 21 | 0.0 22 | 0.0 23 | 0.0 24 | 0.0 25 | 0.0 26 | 9.0 27 | 23.0 28 | 42.0 29 | 154.0 30 | 92.0 31 | 139.0 32 | 332.0 33 | 393.0 34 | 451.0 35 | 506.0 36 | 563.0 37 | 616.0 38 | 665.0 39 | 714.0 40 | 757.0 41 | 797.0 42 | 836.0 43 | 246.0 44 | 483.0 45 | 618.0 46 | 392.0 47 | 141.0 48 | 93.0 49 | 80.0 50 | 173.0 51 | 80.0 52 | 410.0 53 | 617.0 54 | 689.0 55 | 953.0 56 | 936.0 57 | 912.0 58 | 627.0 59 | 857.0 60 | 832.0 61 | 795.0 62 | 755.0 63 | 711.0 64 | 669.0 65 | 620.0 66 | 568.0 67 | 513.0 68 | 458.0 69 | 402.0 70 | 343.0 71 | 284.0 72 | 225.0 73 | 169.0 74 | 115.0 75 | 65.0 76 | 26.0 77 | 0.0 78 | 0.0 79 | 0.0 80 | 0.0 81 | 0.0 82 | 0.0 83 | 0.0 84 | 0.0 85 | 0.0 86 | 0.0 87 | 0.0 88 | 0.0 89 | 0.0 90 | 0.0 91 | 0.0 92 | 0.0 93 | 0.0 94 | 0.0 95 | 0.0 96 | 0.0 97 | -------------------------------------------------------------------------------- /tests/data/smart-ds/pv-profiles/1552060_30.30_-97.63_2019.csv: -------------------------------------------------------------------------------- 1 | 0.0 2 | 0.0 3 | 0.0 4 | 0.0 5 | 0.0 6 | 0.0 7 | 0.0 8 | 0.0 9 | 0.0 10 | 0.0 11 | 0.0 12 | 0.0 13 | 0.0 14 | 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-------------------------------------------------------------------------------- 1 | 0.0 2 | 0.0 3 | 0.0 4 | 0.0 5 | 0.0 6 | 0.0 7 | 0.0 8 | 0.0 9 | 0.0 10 | 0.0 11 | 0.0 12 | 0.0 13 | 0.0 14 | 0.0 15 | 0.0 16 | 0.0 17 | 0.0 18 | 0.0 19 | 0.0 20 | 0.0 21 | 0.0 22 | 0.0 23 | 0.0 24 | 0.0 25 | 0.0 26 | 8.0 27 | 21.0 28 | 37.0 29 | 154.0 30 | 82.0 31 | 110.0 32 | 332.0 33 | 393.0 34 | 451.0 35 | 506.0 36 | 564.0 37 | 617.0 38 | 666.0 39 | 714.0 40 | 757.0 41 | 797.0 42 | 602.0 43 | 335.0 44 | 429.0 45 | 600.0 46 | 480.0 47 | 179.0 48 | 96.0 49 | 80.0 50 | 81.0 51 | 222.0 52 | 364.0 53 | 501.0 54 | 608.0 55 | 592.0 56 | 935.0 57 | 912.0 58 | 628.0 59 | 856.0 60 | 832.0 61 | 794.0 62 | 754.0 63 | 711.0 64 | 668.0 65 | 619.0 66 | 567.0 67 | 512.0 68 | 458.0 69 | 401.0 70 | 342.0 71 | 283.0 72 | 224.0 73 | 168.0 74 | 114.0 75 | 65.0 76 | 25.0 77 | 0.0 78 | 0.0 79 | 0.0 80 | 0.0 81 | 0.0 82 | 0.0 83 | 0.0 84 | 0.0 85 | 0.0 86 | 0.0 87 | 0.0 88 | 0.0 89 | 0.0 90 | 0.0 91 | 0.0 92 | 0.0 93 | 0.0 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/disco/extensions/pydss_simulation/snapshot_reports.toml: -------------------------------------------------------------------------------- 1 | [reports] 2 | format = "h5" 3 | granularity = "per_element_per_time_point" 4 | 5 | [[reports.types]] 6 | name = "Capacitor State Change Counts" 7 | enabled = true 8 | 9 | [[reports.types]] 10 | name = "Feeder Losses" 11 | enabled = true 12 | 13 | [[reports.types]] 14 | name = "RegControl Tap Number Change Counts" 15 | enabled = true 16 | 17 | [[reports.types]] 18 | name = "Thermal Metrics" 19 | enabled = true 20 | transformer_loading_percent_threshold = 150 21 | transformer_window_size_hours = 2 22 | transformer_loading_percent_moving_average_threshold = 120 23 | line_window_size_hours = 1 24 | line_loading_percent_threshold = 150 25 | line_loading_percent_moving_average_threshold = 120 26 | store_per_element_data = false 27 | 28 | [[reports.types]] 29 | name = "Voltage Metrics" 30 | enabled = true 31 | window_size_minutes = 60 32 | range_a_limits = [0.95, 1.05] 33 | range_b_limits = [0.90, 1.0583] 34 | store_per_element_data = false 35 | -------------------------------------------------------------------------------- /tests/data/smart-ds/pv-profiles/1505549_30.28_-98.19_2019.csv: -------------------------------------------------------------------------------- 1 | 0.0 2 | 0.0 3 | 0.0 4 | 0.0 5 | 0.0 6 | 0.0 7 | 0.0 8 | 0.0 9 | 0.0 10 | 0.0 11 | 0.0 12 | 0.0 13 | 0.0 14 | 0.0 15 | 0.0 16 | 0.0 17 | 0.0 18 | 0.0 19 | 0.0 20 | 0.0 21 | 0.0 22 | 0.0 23 | 0.0 24 | 0.0 25 | 0.0 26 | 9.0 27 | 53.0 28 | 102.0 29 | 154.0 30 | 210.0 31 | 268.0 32 | 328.0 33 | 387.0 34 | 444.0 35 | 501.0 36 | 555.0 37 | 608.0 38 | 658.0 39 | 706.0 40 | 749.0 41 | 284.0 42 | 152.0 43 | 386.0 44 | 356.0 45 | 213.0 46 | 183.0 47 | 426.0 48 | 380.0 49 | 440.0 50 | 993.0 51 | 996.0 52 | 996.0 53 | 563.0 54 | 979.0 55 | 964.0 56 | 952.0 57 | 928.0 58 | 904.0 59 | 875.0 60 | 848.0 61 | 812.0 62 | 772.0 63 | 727.0 64 | 684.0 65 | 635.0 66 | 582.0 67 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