An image-based feature extraction method for fault diagnosis of variable-speed rotating machinery

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

Prognostics and health management design for rotary machinery systems—Reviews, methodology and applications

Jay Lee, Fangji Wu, Wenyu Zhao et al. · Mechanical Systems and Signal Processing · 2013 · 1.5K citations

Engineering, Operations Management, Maintenance Engineering +11

Two-dimensional windowed Fourier transform for fringe pattern analysis: Principles, applications and implementations

Qian Kemao · Optics and Lasers in Engineering · 2006 · 720 citations

Natural Sciences, Physics, Metrology +12

Energy-Fluctuated Multiscale Feature Learning With Deep ConvNet for Intelligent Spindle Bearing Fault Diagnosis

Xiaoxi Ding, Qingbo He · IEEE Transactions on Instrumentation and Measurement · 2017 · 488 citations

Computing, Computer Science, Computer Vision +16

Vibration signal models for fault diagnosis of planetary gearboxes

Zhipeng Feng, Ming J. Zuo · Journal of Sound and Vibration · 2012 · 485 citations

Engineering, Mechanical Engineering, Computational Mechanics +14