Popular GitHub Repositories for Remaining Useful Life Prediction

Transformer Network for Remaining Useful Life Prediction of Lithium-Ion Batteries

remaining Useful Life (RUL) Prediction of Mechanical Bearings using Continuous Wavelet Transform (CWT), Convolution Neural Network (CNN), and Long Short Term Memory (LSTM) unit

A Framework for Remaining Useful Life Prediction Based on Self-Attention and Physics-Informed Neural Networks

The source code of paper: Trend attention fully convolutional network for remaining useful life estimation in the turbofan engine PHM of CMAPSS dataset. Signal selection, Attention mechanism, and Interpretability of deep learning are explored.