Guanghua Xu

Detection of weak transient signals based on wavelet packet transform and manifold learning for rolling element bearing fault diagnosis

Yi Wang, Guanghua Xu, Lin Liang · Mechanical Systems and Signal Processing · 2014 · 231 citations

Engineering, Mechanical Engineering, Machine Learning +16

Quantitative diagnosis of a spall-like fault of a rolling element bearing by empirical mode decomposition and the approximate entropy method

Shuanfeng Zhao, Guanghua Xu, Jing Wang et al. · Mechanical Systems and Signal Processing · 2013 · 175 citations

Engineering, Mechanical Engineering, Computational Mechanics +15

Feature extraction and recognition for rolling element bearing fault utilizing short-time Fourier transform and non-negative matrix factorization

Huizhong Gao, Lin Liang, Xiaoguang Chen et al. · Chinese Journal of Mechanical Engineering · 2014 · 143 citations

Computing, Computer Science, Electrical Engineering +17

Learning deep representation of imbalanced SCADA data for fault detection of wind turbines

Longting Chen, Guanghua Xu, Qing Zhang et al. · Measurement · 2019 · 115 citations

Computing, Computer Science, Data Science +17

Class-Imbalance Adversarial Transfer Learning Network for Cross-Domain Fault Diagnosis With Imbalanced Data

Jiachen Kuang, Guanghua Xu, Tangfei Tao et al. · IEEE Transactions on Instrumentation and Measurement · 2021 · 113 citations

Computing, Computer Science, Industrial Engineering +14