Intelligent fault diagnosis of rotating machinery based on deep learning with feature selection

by Dongying Han, Kai Liang, Peiming Shi
Published 2020-12-01

A new fault diagnosis method based on deep belief network and support vector machine with Teager–Kaiser energy operator for bearings

by Dongying Han, Na Zhao, Peiming Shi
Published 2017-12-01

A weak fault diagnosis method for rotating machinery based on compressed sensing and stochastic resonance

by Peiming Shi, Xiaojie Ma, Dongying Han
Published 2019-05-01

Nonlinear Torsional Vibration Dynamics Behaviors of Rolling Mill’s Multi-DOF Main Drive System under Parametric Excitation

by Dongying Han, Peiming Shi, Kewei Xia
Published 2014-01-01

Nonlinear dynamic model and vibration response of faulty outer and inner race rolling element bearings

by Peiming Shi, Xiao Su, Dongying Han
Published 2016-09-01

Fault Diagnosis of Rotating Machinery Based on Adaptive Stochastic Resonance and AMD-EEMD

by Peiming Shi, Cuijiao Su, Dongying Han
Published 2016-01-01

Weak Fault Signal Detection of Rotating Machinery Based on Multistable Stochastic Resonance and VMD-AMD

by Dongying Han, Xiao Su, Peiming Shi
Published 2018-01-01

An Intelligent Fault Diagnosis Method of Variable Condition Gearbox Based on Improved DBN Combined With WPEE and MPE

by Dongying Han, Xiaoci Guo, Peiming Shi
Published 2020-01-01

Stochastic Resonance in a Multistable System Driven by Gaussian Noise

by Peiming Shi, Pei Li, Shujun An, Dongying Han
Published 2016-01-01

A new weak fault diagnosis method based on multi-scale wavelet noise tuning cascaded multi-stable stochastic resonance

by Dongying Han, Shujun An, Peiming Shi, Ying Zhang
Published 2018-02-01

A novel intelligent fault diagnosis method of rotating machinery based on deep learning and PSO-SVM

by Peiming Shi, Kai Liang, Dongying Han, Ying Zhang
Published 2017-12-01

A Novel Rotating Machinery Fault Diagnosis Method Based on Adaptive Deep Belief Network Structure and Dynamic Learning Rate Under Variable Working Conditions

by Peiming Shi, Peng Xue, Aoyun Liu, Dongying Han
Published 2021-01-01

Signal Detection Based on Second-Order Underdamped Tristable Stochastic Resonance and Its Application to Weak Fault Diagnosis

by Wenyue Zhang, Peiming Shi, Mengdi Li, Yongxu Jiao, Dongying Han
Published 2019-01-01

Damage Identification of a Derrick Steel Structure Based on the HHT Marginal Spectrum Amplitude Curvature Difference

by Dongying Han, Shimin Wei, Peiming Shi, Ying Zhang, Kai Gao, Nengyuan Tian
Published 2017-01-01