A recurrent neural network approach for remaining useful life prediction utilizing a novel trend features construction method

Sen Zhao, Yong Zhang, Shang Wang +2

Data-driven methods for remaining useful life (RUL) prediction normally learn features from a fixed window size of a priori of degradation, which may lead to less accurate predicti…