Remaining useful life estimation of engineered systems using vanilla LSTM neural networks

no code implementations • Neurocomputing 2018 • Yuting Wu, Mei Yuan, Shaopeng Dong, Li Lin, Yingqi Liu b

Following that, this paper aims to propose utilizing vanilla LSTM neural networks to get good RUL prediction accuracy which makes the most of long short-term memory ability, in the cases of complicated operations, working conditions, model degradations and strong noises.

Management