Zhigang Liu

Automatic Defect Detection of Fasteners on the Catenary Support Device Using Deep Convolutional Neural Network

Junwen Chen, Zhigang Liu, Hongrui Wang et al. · IEEE Transactions on Instrumentation and Measurement · 2017 · 444 citations · Full text

Computing, Civil Engineering, Computer Science +17

A spatial coupling model to study dynamic performance of pantograph-catenary with vehicle-track excitation

Yang Song, Zhiwei Wang, Zhigang Liu et al. · Mechanical Systems and Signal Processing · 2020 · 227 citations · Full text

Engineering, Mechanical Engineering, Computational Mechanics +4

A Classification Method for Complex Power Quality Disturbances Using EEMD and Rank Wavelet SVM

Zhigang Liu, Yan Cui, Wenhui Li · IEEE Transactions on Smart Grid · 2015 · 194 citations

Computing, Computer Science, Electrical Engineering +17

Explainable Intelligent Fault Diagnosis for Nonlinear Dynamic Systems: From Unsupervised to Supervised Learning

Hongtian Chen, Zhigang Liu, Cesare Alippi et al. · IEEE Transactions on Neural Networks and Learning Systems · 2022 · 191 citations · Full text

Computing, Computer Science, Systems Engineering +17

Contact Wire Irregularity Stochastics and Effect on High-speed Railway Pantograph-Catenary Interactions

Yang Song, Zhigang Liu, Anders Rxnnquist et al. · IEEE Transactions on Instrumentation and Measurement · 2020 · 190 citations · Full text

Engineering, Electrical Engineering, Mechanical Engineering +14