Remaining-Useful-Life-Prediction-RNN

Remaining Useful Life Prediction Using RNN/LSTM/GRU Neural Networks

Name		Name	Last commit message	Last commit date
data_preparation		data_preparation
figures_125		figures_125
figures_97		figures_97
figures_97_1		figures_97_1
logs_97/RUL_lstm128_num_layers1_numstep10_input12_maxepoch50		logs_97/RUL_lstm128_num_layers1_numstep10_input12_maxepoch50
.gitignore		.gitignore
LSTM_model_RUL.py		LSTM_model_RUL.py
README.md		README.md
RUL_FD001 - 副本.txt		RUL_FD001 - 副本.txt
RUL_FD001.txt		RUL_FD001.txt
S_list_1_256_25.txt		S_list_1_256_25.txt
S_list_1_256_25_forget_bias=0.txt		S_list_1_256_25_forget_bias=0.txt
S_list_1_256_25_max.txt		S_list_1_256_25_max.txt
S_list_2_130_25.txt		S_list_2_130_25.txt
S_list_4_512_25_100epoch.txt		S_list_4_512_25_100epoch.txt
data_model_RUL.py		data_model_RUL.py
distance_correlation.py		distance_correlation.py
generate_train.py		generate_train.py
knee_point_list.csv		knee_point_list.csv
main4.py		main4.py
plot_test_results.py		plot_test_results.py
read_save_data.py		read_save_data.py
read_txt_RUL.py		read_txt_RUL.py
run.sh		run.sh
test_FD001.xlsx_scaled.csv		test_FD001.xlsx_scaled.csv
test_FD001_scaled_selected.csv		test_FD001_scaled_selected.csv
train_FD001.xlsx_scaled_to_(0, 1).csv		train_FD001.xlsx_scaled_to_(0, 1).csv
unit_number_RUL.csv		unit_number_RUL.csv
unit_number_RUL_125.csv		unit_number_RUL_125.csv
unit_number_RUL_125_scaled.csv		unit_number_RUL_125_scaled.csv
unit_number_RUL_97.csv		unit_number_RUL_97.csv
unit_number_RUL_97_scaled.csv		unit_number_RUL_97_scaled.csv
unit_number_RUL_max.csv		unit_number_RUL_max.csv
unit_number_RUL_scaled.csv		unit_number_RUL_scaled.csv

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