schwxd / LSTM-Keras-CMAPSS

Using LSTM to predict Remaining Useful Life of CMAPSS Dataset

LSTM-Keras-CMAPSS

Using LSTM to predict Remaining Useful Life of CMAPSS Dataset

Usage:

    python main.py --epochs=1000

Requirements

• Tensorflow, numpy
• matplotlib

Reference: https://github.com/Vardoom/PredictiveMaintenanceNASA

https://github.com/wouterdewinter/ltsm-rul

Zheng, Shuai, et al. "Long short-term memory network for remaining useful life estimation." Prognostics and Health Management (ICPHM), 2017 IEEE International Conference on. IEEE, 2017.