Performance degradation prediction of mechanical equipment based on optimized multi-kernel relevant vector machine and fuzzy information granulation

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

A novel convolutional neural network based fault recognition method via image fusion of multi-vibration-signals

Huaqing Wang, Li Shi, Liuyang Song et al. · Computers in Industry · 2018 · 341 citations

Computing, Computer Science, Computer Vision +15

Lithium-ion battery remaining useful life estimation with an optimized Relevance Vector Machine algorithm with incremental learning

Datong Liu, Jianbao Zhou, Dawei Pan et al. · Measurement · 2014 · 259 citations

Computing, Computer Science, Data Science +17

A multi-time scale approach to remaining useful life prediction in rolling bearing

Yuning Qian, Ruqiang Yan, Robert X. Gao · Mechanical Systems and Signal Processing · 2016 · 243 citations

Engineering, Systems Engineering, Forecasting +13

Natural gas pipeline small leakage feature extraction and recognition based on LMD envelope spectrum entropy and SVM

Jiedi Sun, Qiyang Xiao, Jiangtao Wen et al. · Measurement · 2014 · 176 citations

Computing, Computer Science, Petroleum Engineering +11