├── .gitattributes ├── .gitignore ├── CMAPSS_Related ├── CMAPSS_Dataset.py └── load_data_CMAPSS.py ├── Experiment ├── Early_Stopping.py ├── Experiment.py ├── HTS_Loss_Function.py └── learining_rate_adjust.py ├── FEMTO_Related ├── FEMTO_Dataset.py ├── feature_STFT_FEMTO.py ├── feature_tsfresh_FEMTO.py ├── feature_vibration_FEMTO.py └── load_data_FEMTO.py ├── Feature_Visualization_CMAPSS ├── FD001.png ├── FD002.png ├── FD003.png ├── FD004.png └── Feature_Visualization.ipynb ├── LICENSE ├── Main.ipynb ├── Model ├── Attention_Family.py ├── Attention_Layer.py ├── Encoder.py ├── Incepformer.py ├── Predictor.py └── Preprocess_Layer.py ├── README.md ├── Visualization_FEMTO ├── STFT_picture_FEMTO │ ├── STFT_test_picture │ │ ├── STFT_test_Bearing1_3.jpg │ │ ├── STFT_test_Bearing1_4.jpg │ │ ├── STFT_test_Bearing1_5.jpg │ │ ├── STFT_test_Bearing1_6.jpg │ │ ├── STFT_test_Bearing1_7.jpg │ │ ├── STFT_test_Bearing2_3.jpg │ │ ├── STFT_test_Bearing2_4.jpg │ │ ├── STFT_test_Bearing2_5.jpg │ │ ├── STFT_test_Bearing2_6.jpg │ │ ├── STFT_test_Bearing2_7.jpg │ │ └── STFT_test_Bearing3_3.jpg │ ├── STFT_train_picture │ │ ├── STFT_of_training_set_Bearing1.jpg │ │ ├── STFT_of_training_set_Bearing2.jpg │ │ └── STFT_of_training_set_Bearing3.jpg │ └── read_me.txt ├── Vibration_picture_FEMTO │ ├── Vibration_of_test_set │ │ ├── vibration_of_test_set_Bearing1_3.jpg │ │ ├── vibration_of_test_set_Bearing1_4.jpg │ │ ├── vibration_of_test_set_Bearing1_5.jpg │ │ ├── vibration_of_test_set_Bearing1_6.jpg │ │ ├── vibration_of_test_set_Bearing1_7.jpg │ │ ├── vibration_of_test_set_Bearing2_3.jpg │ │ ├── vibration_of_test_set_Bearing2_4.jpg │ │ ├── vibration_of_test_set_Bearing2_5.jpg │ │ ├── vibration_of_test_set_Bearing2_6.jpg │ │ ├── vibration_of_test_set_Bearing2_7.jpg │ │ └── vibration_of_test_set_Bearing3_3.jpg │ └── Vibration_of_training_set │ │ ├── vibration_of_training_set_Bearing1.jpg │ │ ├── vibration_of_training_set_Bearing2.jpg │ │ └── vibration_of_training_set_Bearing3.jpg └── acc_rul_Bearing_FEMTO │ ├── acc_rul_Bearing1_1.jpg │ ├── acc_rul_Bearing1_2.jpg │ ├── acc_rul_Bearing1_3.jpg │ ├── acc_rul_Bearing1_4.jpg │ ├── acc_rul_Bearing1_5.jpg │ ├── acc_rul_Bearing1_6.jpg │ ├── acc_rul_Bearing1_7.jpg │ ├── acc_rul_Bearing2_1.jpg │ ├── acc_rul_Bearing2_2.jpg │ ├── acc_rul_Bearing2_3.jpg │ ├── acc_rul_Bearing2_4.jpg │ ├── acc_rul_Bearing2_5.jpg │ ├── acc_rul_Bearing2_6.jpg │ ├── acc_rul_Bearing2_7.jpg │ ├── acc_rul_Bearing3_1.jpg │ ├── acc_rul_Bearing3_2.jpg │ └── acc_rul_Bearing3_3.jpg └── XJTU_Related ├── XJTU_Dataset.py ├── feature_STFT_XJTU.py ├── feature_tsfresh_XJTU.py ├── feature_vibration_XJTU.py └── load_data_XJTU.py /.gitattributes: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Junkun-Lu/RUL_Inception-Attention/HEAD/.gitattributes -------------------------------------------------------------------------------- /.gitignore: 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