├── .gitignore ├── DifferentModels.ipynb ├── LICENSE ├── README.md ├── RPs_generator.py ├── Utils └── cnn.py ├── cmapss ├── Damage Propagation Modeling.pdf ├── RUL_FD001.txt ├── RUL_FD002.txt ├── RUL_FD003.txt ├── RUL_FD004.txt ├── readme.txt ├── test_FD001.csv ├── test_FD002.csv ├── test_FD003.csv ├── test_FD004.csv ├── train_FD001.csv ├── train_FD002.csv ├── train_FD003.csv └── train_FD004.csv ├── img ├── RPsFD001.png ├── combined.png ├── concat_quad.png ├── inductivetransfer.png ├── multi_time_seriesFD001.png └── time_seriesFD001.png └── work ├── InceptionAnalysis.ipynb ├── Step2.ipynb ├── VGGAnalysis.ipynb ├── install_dependences.sh ├── main.ipynb ├── main.py ├── step2.py └── step2Network.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/frabatx/TransferLearning_RUL/HEAD/.gitignore -------------------------------------------------------------------------------- /DifferentModels.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/frabatx/TransferLearning_RUL/HEAD/DifferentModels.ipynb -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/frabatx/TransferLearning_RUL/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/frabatx/TransferLearning_RUL/HEAD/README.md -------------------------------------------------------------------------------- /RPs_generator.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/frabatx/TransferLearning_RUL/HEAD/RPs_generator.py -------------------------------------------------------------------------------- /Utils/cnn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/frabatx/TransferLearning_RUL/HEAD/Utils/cnn.py -------------------------------------------------------------------------------- /cmapss/Damage Propagation Modeling.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/frabatx/TransferLearning_RUL/HEAD/cmapss/Damage Propagation Modeling.pdf -------------------------------------------------------------------------------- /cmapss/RUL_FD001.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/frabatx/TransferLearning_RUL/HEAD/cmapss/RUL_FD001.txt -------------------------------------------------------------------------------- /cmapss/RUL_FD002.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/frabatx/TransferLearning_RUL/HEAD/cmapss/RUL_FD002.txt -------------------------------------------------------------------------------- /cmapss/RUL_FD003.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/frabatx/TransferLearning_RUL/HEAD/cmapss/RUL_FD003.txt -------------------------------------------------------------------------------- /cmapss/RUL_FD004.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/frabatx/TransferLearning_RUL/HEAD/cmapss/RUL_FD004.txt -------------------------------------------------------------------------------- /cmapss/readme.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/frabatx/TransferLearning_RUL/HEAD/cmapss/readme.txt -------------------------------------------------------------------------------- /cmapss/test_FD001.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/frabatx/TransferLearning_RUL/HEAD/cmapss/test_FD001.csv -------------------------------------------------------------------------------- /cmapss/test_FD002.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/frabatx/TransferLearning_RUL/HEAD/cmapss/test_FD002.csv -------------------------------------------------------------------------------- /cmapss/test_FD003.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/frabatx/TransferLearning_RUL/HEAD/cmapss/test_FD003.csv -------------------------------------------------------------------------------- /cmapss/test_FD004.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/frabatx/TransferLearning_RUL/HEAD/cmapss/test_FD004.csv -------------------------------------------------------------------------------- /cmapss/train_FD001.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/frabatx/TransferLearning_RUL/HEAD/cmapss/train_FD001.csv -------------------------------------------------------------------------------- /cmapss/train_FD002.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/frabatx/TransferLearning_RUL/HEAD/cmapss/train_FD002.csv -------------------------------------------------------------------------------- /cmapss/train_FD003.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/frabatx/TransferLearning_RUL/HEAD/cmapss/train_FD003.csv -------------------------------------------------------------------------------- /cmapss/train_FD004.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/frabatx/TransferLearning_RUL/HEAD/cmapss/train_FD004.csv -------------------------------------------------------------------------------- /img/RPsFD001.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/frabatx/TransferLearning_RUL/HEAD/img/RPsFD001.png -------------------------------------------------------------------------------- /img/combined.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/frabatx/TransferLearning_RUL/HEAD/img/combined.png -------------------------------------------------------------------------------- /img/concat_quad.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/frabatx/TransferLearning_RUL/HEAD/img/concat_quad.png -------------------------------------------------------------------------------- /img/inductivetransfer.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/frabatx/TransferLearning_RUL/HEAD/img/inductivetransfer.png -------------------------------------------------------------------------------- /img/multi_time_seriesFD001.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/frabatx/TransferLearning_RUL/HEAD/img/multi_time_seriesFD001.png -------------------------------------------------------------------------------- /img/time_seriesFD001.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/frabatx/TransferLearning_RUL/HEAD/img/time_seriesFD001.png -------------------------------------------------------------------------------- /work/InceptionAnalysis.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/frabatx/TransferLearning_RUL/HEAD/work/InceptionAnalysis.ipynb -------------------------------------------------------------------------------- /work/Step2.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/frabatx/TransferLearning_RUL/HEAD/work/Step2.ipynb -------------------------------------------------------------------------------- /work/VGGAnalysis.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/frabatx/TransferLearning_RUL/HEAD/work/VGGAnalysis.ipynb -------------------------------------------------------------------------------- /work/install_dependences.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/frabatx/TransferLearning_RUL/HEAD/work/install_dependences.sh -------------------------------------------------------------------------------- /work/main.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/frabatx/TransferLearning_RUL/HEAD/work/main.ipynb -------------------------------------------------------------------------------- /work/main.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/frabatx/TransferLearning_RUL/HEAD/work/main.py -------------------------------------------------------------------------------- /work/step2.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/frabatx/TransferLearning_RUL/HEAD/work/step2.py -------------------------------------------------------------------------------- /work/step2Network.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/frabatx/TransferLearning_RUL/HEAD/work/step2Network.py --------------------------------------------------------------------------------