Joint model for residual life estimation based on Long-Short Term Memory network

Learning long-term dependencies with gradient descent is difficult

Yoshua Bengio, P. Simard, Paolo Frasconi · IEEE Transactions on Neural Networks · 1994 · 8.5K citations

Computing, Computer Science, Machine Learning +9

Deep neural networks: A promising tool for fault characteristic mining and intelligent diagnosis of rotating machinery with massive data

Feng Jia, Yaguo Lei, Jing Lin et al. · Mechanical Systems and Signal Processing · 2015 · 1.7K citations

Computing, Computer Science, Mechanical Engineering +17

Remaining useful life estimation in prognostics using deep convolution neural networks

Xiang Li, Qian Ding, Jian‐Qiao Sun · Reliability Engineering & System Safety · 2017 · 1.7K citations

Computing, Health Informatics, Forecasting +8

Multiobjective Deep Belief Networks Ensemble for Remaining Useful Life Estimation in Prognostics

Chong Zhang, Pin Lim, A. K. Qin et al. · IEEE Transactions on Neural Networks and Learning Systems · 2016 · 859 citations

Computing, Computer Science, Industrial Engineering +17

Long Short-Term Memory Network for Remaining Useful Life estimation

Shuai Zheng, Kosta Ristovski, Ahmed Farahat et al. · 2017 · 829 citations

Computing, Data Science, Machine Learning +16