├── README.md ├── README.txt ├── code ├── C-MAPSS-Data │ ├── Damage Propagation Modeling.pdf │ ├── RUL_FD001.txt │ ├── RUL_FD002.txt │ ├── RUL_FD003.txt │ ├── RUL_FD004.txt │ ├── readme.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 ├── CMAPSSDataset.py ├── figure │ ├── CMAPSSDataset.py │ ├── heatmap_p.py │ ├── interpretability_TaNet_analysis.py │ ├── interpretability_analysis.py │ └── prediction_error.py ├── grid_FD_multi_channel_one_FCN_RUL_A0_attention_1out_all_train_for_test.py ├── grid_FD_multi_channel_one_FCN_RUL_A1_attention_1out_all_train_for_test.py ├── grid_FD_multi_channel_one_FCN_RUL_A2_attention_1out_all_train_for_test.py ├── grid_FD_multi_channel_one_FCN_RUL_without_attention_1out_all_train_for_test.py ├── main(grid_FD_multi_channel_one_FCN_RUL_TaNet_attention_1out_all_train_for_test).py ├── signal selection │ └── min_loss_method │ │ ├── CMAPSSDataset.py │ │ ├── please unzip fd.rar for running the code.txt │ │ ├── step0_multi_channel_one_FCN_RUL.py │ │ ├── step1_min_loss.py │ │ ├── step2_FD_get_min_last_loss_in_3_epoch_and_sum_loss.py │ │ └── step3_feature_select_figure.py └── table │ └── wilcxon.py ├── experiments_result ├── log │ ├── fd.rar │ └── please unzip it for running the code of signal selection.txt └── method_error_txt │ └── blank.txt ├── figure ├── blank.txt └── by_kernel │ ├── blank.txt │ └── interpretability │ └── blank.txt ├── model ├── FCN_RUL_1out_train_valid_test │ └── blank.txt ├── interpretability │ └── 1 (9).h5 ├── interpretability_TaNet │ └── RUL_attention_FD3_log5_6.h5 └── prediction_error │ └── FD1 │ └── LM+TaNet.h5 └── table └── 10 ├── RUL_feature_select_comparison_table.xlsx └── RUL_feature_select_comparison_table_with_F1.xlsx /README.md: -------------------------------------------------------------------------------- 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