├── .gitignore ├── CMAPSSData ├── RUL_FD001-Copy1.txt ├── RUL_FD001-Copy2.txt ├── RUL_FD001.txt ├── RUL_FD002.txt ├── RUL_FD003.txt ├── RUL_FD004.txt ├── readme.txt ├── test_FD001-Copy1.txt ├── test_FD001-Copy2.txt ├── test_FD001.txt ├── test_FD002.txt ├── test_FD003.txt ├── test_FD004.txt ├── train_FD001.txt ├── train_FD002.txt ├── train_FD003.txt └── train_FD004.txt ├── LICENSE.md ├── Papers └── RUL_NN_DE_paper │ ├── RUL-IEEE │ ├── ANN-DE-RUL.pdf │ ├── BioPhotos │ │ ├── ZhaoyinChen.jpg │ │ ├── dlr.jpg │ │ ├── jqs.jpg │ │ └── ols.jpg │ ├── Comments.txt │ ├── Cover letter.docx │ ├── Cover letter.pdf │ ├── ElsevierHeader.tex │ ├── Figures │ │ ├── artificial_neural_network.png │ │ ├── artificial_neuron.png │ │ ├── error_stats_boxplot.png │ │ ├── linear_function.png │ │ ├── relu_function.png │ │ ├── rhs_comparisson.png │ │ ├── rmse_comparisson.png │ │ ├── rul_plots_dataset_1.png │ │ ├── rul_plots_dataset_2.png │ │ ├── rul_plots_dataset_3.png │ │ ├── rul_plots_dataset_4.png │ │ ├── test_engine.png │ │ ├── time_window.png │ │ ├── time_window.sdxml │ │ ├── time_window.svg │ │ ├── time_window2.png │ │ ├── window_stride.png │ │ └── window_stride_arrows.png │ ├── IEEE │ │ ├── IEEEBios.tex │ │ ├── IEEEHeading.tex │ │ ├── IEEEtran.bst │ │ ├── IEEEtran.cls │ │ ├── RUL1.tex │ │ └── Submission.pdf │ ├── RUL3.pdf │ ├── RUL3.spl │ ├── RUL3.tex │ ├── RUL3_good.pdf │ ├── Rebuttals1.docx │ ├── Rebuttals2.docx │ ├── Rebuttals2.pdf │ ├── Rebuttals3.docx │ ├── Rebuttals3.pdf │ ├── Title Page.pdf │ └── reference_rul_paper.bib │ ├── RUL_Final │ ├── ElsevierHeader.tex │ ├── Figures │ │ ├── error_stats_boxplot.pdf │ │ ├── linear_function.pdf │ │ ├── relu_function.pdf │ │ ├── rul_plots_dataset_1.pdf │ │ ├── rul_plots_dataset_2.pdf │ │ ├── rul_plots_dataset_3.pdf │ │ ├── rul_plots_dataset_4.pdf │ │ ├── sigmoid_function.pdf │ │ ├── test_engine.pdf │ │ ├── time_window.sdxml │ │ ├── time_window_example.pdf │ │ └── window_stride.pdf │ ├── RUL3.pdf │ ├── RUL3.spl │ └── RUL3.tex │ ├── img │ ├── artificial_neural_network.png │ ├── artificial_neuron.png │ ├── rhs_comparisson.png │ ├── rmse_comparisson.png │ ├── test_engine.png │ ├── time_window.png │ └── time_window.sdxml │ ├── jmlr_submission │ ├── Cover letter.doc │ ├── Cover letter.pdf │ ├── acronyms.tex │ ├── jmlr2e.sty │ ├── rul_ann.tex │ ├── rul_ann_ed.docx │ ├── rul_ann_ed.pdf │ ├── rul_ann_ed.tex │ ├── rul_paper_appendix.tex │ ├── rul_paper_conclusions.tex │ ├── rul_paper_dataset.tex │ ├── rul_paper_eval.tex │ ├── rul_paper_intro.tex │ └── rul_paper_method.tex │ ├── original │ ├── acronyms.tex │ ├── reference_rul_paper.bib │ ├── rul_abstract_conferences.pdf │ ├── rul_paper.pdf │ ├── rul_paper_full.pdf │ └── rul_paper_full.tex │ └── reference_rul_paper.bib ├── Predictive-Maintenance-using-LSTM-master ├── Dataset │ ├── PM_test.txt │ ├── PM_train.txt │ ├── PM_truth.txt │ ├── PredictiveManteinanceEngineTraining.csv │ └── PredictiveManteinanceEngineValidation.csv ├── Output │ ├── Thumbs.db │ ├── binary_model.h5 │ ├── binary_submit_test.csv │ ├── binary_submit_train.csv │ ├── datasetSample.png │ ├── model_accuracy.png │ ├── model_loss.png │ ├── model_mae.png │ ├── model_r2.png │ ├── model_regression_loss.png │ ├── model_regression_verify.png │ ├── model_verify.png │ ├── regression_model.h5 │ ├── submit_test.csv │ └── submit_train.csv ├── README.md └── src │ ├── __init__.py │ └── lstm │ ├── __init__.py │ ├── binary_classification.py │ └── regression.py ├── Presentation ├── beamerthemefibeamer.sty ├── carlito.sty ├── fi-pdflatex.nav ├── fi-pdflatex.pdf ├── fi-pdflatex.snm ├── fi-pdflatex.tex ├── fi-pdflatex.toc ├── fibeamer │ ├── logo │ │ └── mu │ │ │ ├── fibeamer-mu-fi-czech1.pdf │ │ │ ├── fibeamer-mu-fi-english.png │ │ │ ├── fibeamer-mu-fi-english1.pdf │ │ │ └── fibeamer-mu-fi-english2.pdf │ └── theme │ │ └── mu │ │ ├── LY1Carlito-Inf.fd │ │ ├── LY1Carlito-LF.fd │ │ ├── LY1Carlito-OsF.fd │ │ ├── LY1Carlito-Sup.fd │ │ ├── LY1Carlito-TLF.fd │ │ ├── LY1Carlito-TOsF.fd │ │ ├── OT1Carlito-Inf.fd │ │ ├── OT1Carlito-LF.fd │ │ ├── OT1Carlito-OsF.fd │ │ ├── OT1Carlito-Sup.fd │ │ ├── OT1Carlito-TLF.fd │ │ ├── OT1Carlito-TOsF.fd │ │ ├── T1Carlito-Inf.fd │ │ ├── T1Carlito-LF.fd │ │ ├── T1Carlito-OsF.fd │ │ ├── T1Carlito-Sup.fd │ │ ├── T1Carlito-TLF.fd │ │ ├── T1Carlito-TOsF.fd │ │ ├── TS1Carlito-LF.fd │ │ ├── TS1Carlito-OsF.fd │ │ ├── TS1Carlito-TLF.fd │ │ ├── TS1Carlito-TOsF.fd │ │ ├── beamercolorthemefibeamer-mu-fi.sty │ │ ├── beamercolorthemefibeamer-mu.sty │ │ ├── beamerfontthemefibeamer-mu.sty │ │ ├── beamerinnerthemefibeamer-mu.sty │ │ ├── beamerouterthemefibeamer-mu.sty │ │ └── carlito.sty ├── reference_rul_paper.bib └── resources │ ├── HVAC_SE2_Names.png │ ├── cmaps_model.png │ ├── damadics_table.png │ └── damadics_valve.png ├── README.md ├── Reference ├── 1712.02502.pdf ├── A Time Window Neural Network Based Framework for Remaining Useful Life Estimation - Lim.pdf ├── An Artificial Neural Network Approach for Remaining Useful Life Prediction of Equipments Subject to Condition Monitoring.pdf ├── An Operating Condition Classified Prognostics Approach for Remaining Useful Life Estimation.pdf ├── CMAPS - User Guide - Nasa.pdf ├── Damage Propagation Modeling for Aircraft Engine Run-to-Failure Simulation - Saxena.pdf ├── Damage Propagation Modeling.pdf ├── Fault Detection and Identificacion in an IM270 Gas Turbine using Measurements for Engine Control - Kurosaki.pdf ├── Fault Diagnosis and Remaining Useful Life estimation of Aero Engine using LSTM Neural Network.pdf ├── Investigation Computational Geometry for Failure .pdf ├── Jointly Learning of Degradation Assesment and RUL Prediction for aero-engines via dual-task Deep LSTM Networks.pdf ├── LSTM-Encoder.pdf ├── Long Short-Term Memory Network for Remaining Useful Life Estimation.pdf ├── Modeling Propagation of Gas Path Damage - Kurosaki.pdf ├── Multi-Sensor Prognostics using an Unsupervised Health Index Based on LSTM Encoder-Decoder.pdf ├── Multiobjective Deep Belief Networks Ensemble for Remaining Useful Life Estimation in Prognostics.pdf ├── Recurrent Neural Networks for Remaining Useful Life Estimation.pdf ├── Remaining Useful Life Estimation in Prognostics Using Deep Convolution Neural Networks.pdf ├── Remaining Useful Life Estimation of Aircraft Egnines Using a Modified Similarity and Supporting Vector machine (SVM) Approach.pdf └── Review of PHM Data Competitions from 2008 to 2017 - Methodologies and Analytics.pdf ├── code ├── BruteFroce_TModel_tune-new.ipynb ├── CMAPSSPlot_AuxFunctions.py ├── CMAPSS_Plots.ipynb ├── DE_TModel_tune.ipynb ├── RNN │ ├── TestArchitectures-RNN-v-10runs.ipynb │ └── TunableModel_RNN.ipynb ├── SaveBestModel.ipynb ├── Tensorflow │ ├── TestArchitectures-ANN-TF.ipynb │ └── TunableModel_Test_TF.ipynb ├── TestArchitectures.ipynb ├── exhaustive_search.py ├── img │ ├── linear_function.png │ ├── relu_function.png │ ├── rhs_comparisson.png │ ├── rhs_comparisson.svg │ ├── rmse_comparisson.png │ ├── rmse_comparisson.svg │ ├── rul_plots_dataset_1.png │ ├── rul_plots_dataset_2.png │ ├── rul_plots_dataset_3.png │ ├── rul_plots_dataset_4.png │ ├── test_engine.png │ ├── test_engine.svg │ ├── window_stride.png │ └── window_stride_arrows.png ├── logs │ ├── 20190116-165354 │ │ ├── training │ │ │ └── events.out.tfevents.1547686437.controlslab-Alienware-Aurora-R6 │ │ └── validation │ │ │ └── events.out.tfevents.1547686437.controlslab-Alienware-Aurora-R6 │ └── tunable_model │ │ └── events.out.tfevents.1547762863.MacBook-Pro-de-David.local ├── models │ ├── bestRULModel_dataset_1.h5 │ ├── bestRULModel_dataset_1.json │ ├── bestRULModel_dataset_2.h5 │ ├── bestRULModel_dataset_2.json │ ├── bestRULModel_dataset_3.h5 │ ├── bestRULModel_dataset_3.json │ ├── bestRULModel_dataset_4.h5 │ └── bestRULModel_dataset_4.json └── results │ ├── LSTM │ ├── 10run.csv │ ├── 10run0.1.csv │ ├── 10run32-32-1681.csv │ ├── 10runs0.2.csv │ ├── 10runs0.3.csv │ ├── 10runs0.4.csv │ ├── 10runs0.5.csv │ ├── 10runs0.6.csv │ ├── 10runs0.7.csv │ ├── 1layer.csv │ ├── 1layerdrop0.2.csv │ ├── ResultsDatasets_1rnn-20-10.csv │ ├── ResultsDatasetsrnn-20-10.csv │ └── cvtest.csv │ ├── MLP │ ├── ResultsDataset_1.csv │ ├── ResultsDataset_1_tf.csv │ ├── ResultsDataset_lstm_1.csv │ ├── ResultsDataset_lstm_2.csv │ ├── ResultsDataset_lstm_3.csv │ ├── ResultsDatasets_1.csv │ ├── ResultsDatasets_1_test.csv │ ├── ResultsDatasets_1_testrnn-20-10.csv │ ├── ResultsDatasets_ScalerAtEndshallow-20.csv │ ├── ResultsDatasets_shallow-20.csv │ ├── ResultsDatasets_singleSetshallow-20-20.csv │ ├── ResultsDatasetsshallow-20-20.csv │ ├── ResultsDatasetsshallow-20.csv │ ├── cvtest.csv │ ├── dt1TestArchitectureswithrefactored.csv │ ├── dt2TestArchitectureswithrefactored.csv │ ├── dt3TestArchitectureswithrefactored.csv │ ├── dt4TestArchitectureswithrefactored.csv │ ├── exhaustive_search_test_1.csv │ ├── exhauxtive_search_1.csv │ ├── exhauxtive_search_2.csv │ ├── exhauxtive_search_tf_1.csv │ ├── intermediateResults_refactorized_1.csv │ ├── intermediateResults_refactorized_2.csv │ └── resultsDatasets_all_sn20_20.csv │ ├── Neural Networks │ ├── ResultsDataset1_NonRectified.csv │ ├── ResultsDataset1_NonRectified_1234.csv │ ├── ResultsDataset1_NonRectified_2.csv │ ├── ResultsDataset1_NonRectified_2612.csv │ ├── ResultsDatasets_NonRectified4.csv │ ├── ResultsDatasets_NonRectified4_NoLimits.csv │ ├── ResultsDatasets_NonRectified4_NoLimits_OneSet.csv │ ├── ResultsDatasets_NonRectified_NoLimits_OneSet_smallMLP.csv │ ├── ResultsDatasets_NonRectified_NoLimits_smallerMLP.csv │ ├── ResultsDatasets_NonRectified_NoLimits_smallerMLP1.csv │ ├── ResultsDatasets_NonRectified_NoLimits_smallerMLP2.csv │ ├── ResultsDatasets_NonRectified_NoLimits_smallerMLP2_2.csv │ ├── intermediateResults4_notRectified41.txt │ ├── intermediateResults4_notRectified42.txt │ ├── intermediateResults6_notRectified1.csv │ ├── intermediateResults6_notRectified1.txt │ ├── intermediateResults6_notRectified2.csv │ ├── intermediateResults6_notRectified2.txt │ ├── intermediateResultsbruteforce_notRectified1.csv │ ├── intermediateResultsbruteforce_notRectified1.txt │ ├── intermediateResultsbruteforce_notRectified2.csv │ ├── intermediateResultsbruteforce_notRectified2.txt │ ├── scores_all_datasets copy.csv │ └── scores_all_datasets.csv │ ├── SVM │ ├── svrdt1.txt │ ├── svrdt2.txt │ ├── svrdt3.txt │ └── svrdt4.txt │ ├── exhaustive_result │ ├── intermediateResultsbruteforce_notRectified1.csv │ ├── intermediateResultsbruteforce_notRectified1.txt │ ├── intermediateResultsbruteforce_notRectified2.txt │ ├── intermediateResultsbruteforce_notRectified2_excel.csv │ └── intermediateResultsbruteforce_notRectified2_excel.txt │ └── old_results │ ├── ModelChoice.csv │ ├── ResultsAllDatasets.csv │ ├── ResultsAllDatasets.txt │ ├── ResultsAllDatasets2.csv │ ├── ResultsAllDatasets2_1.csv │ ├── ResultsAllDatasets2_2.csv │ ├── ResultsAllDatasets3.csv │ ├── ResultsAllDatasets3_1.csv │ ├── ResultsAllDatasets4.csv │ ├── ResultsAllDatasets_NonRectified.csv │ ├── ResultsAllDatasets_NonRectified2.csv │ ├── ResultsDataset1_2.csv │ ├── ResultsDataset1_NoConstRUL.csv │ ├── ResultsDataset1_NonRectified3.csv │ ├── ResultsDataset1_limited.csv │ ├── ResultsDataset2_NonRectified3.csv │ ├── ResultsSNNTW.csv │ ├── intermediateResults.txt │ ├── intermediateResults1.txt │ ├── intermediateResults1_old.txt │ ├── intermediateResults2.txt │ ├── intermediateResults21.txt │ ├── intermediateResults22.txt │ ├── intermediateResults23.txt │ ├── intermediateResults24.txt │ ├── intermediateResults2_old.txt │ ├── intermediateResults3.txt │ ├── intermediateResults3_notRectified1.txt │ ├── intermediateResults3_notRectified2.txt │ ├── intermediateResults3_notRectified21.txt │ ├── intermediateResults3_notRectified22.txt │ ├── intermediateResults3_notRectified23.txt │ ├── intermediateResults3_notRectified24.txt │ ├── intermediateResults3_notRectified3.txt │ ├── intermediateResults3_notRectified4.txt │ ├── intermediateResults3_old.txt │ ├── intermediateResults4.txt │ ├── 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