A hybrid attention-based multi-wavelet coefficient fusion method in RUL prognosis of rolling bearings

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

A recurrent neural network based health indicator for remaining useful life prediction of bearings

Liang Guo, Naipeng Li, Feng Jia et al. · Neurocomputing · 2017 · 1.2K citations

Computing, Data Science, Machine Learning +14

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

Bearing Health Monitoring Based on Hilbert–Huang Transform, Support Vector Machine, and Regression

Abdenour Soualhi, Kamal Medjaher, Noureddine Zerhouni · IEEE Transactions on Instrumentation and Measurement · 2014 · 651 citations

Engineering, Industrial Engineering, Machine Learning +16

Machine Remaining Useful Life Prediction via an Attention-Based Deep Learning Approach

Zhenghua Chen, Min Wu, Rui Zhao et al. · IEEE Transactions on Industrial Electronics · 2020 · 580 citations

Computing, Computer Science, Feature Engineering +16