Zhiwei Han

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 · 441 citations · Full text

Image Classification, Convolutional Neural Network, Engineering +15

A CNN-Based Defect Inspection Method for Catenary Split Pins in High-Speed Railway

Junping Zhong, Zhigang Liu, Zhiwei Han et al. · IEEE Transactions on Instrumentation and Measurement · 2018 · 153 citations

Convolutional Neural Network, Engineering, Machine Learning +17

Multiwavelet Packet Entropy and its Application in Transmission Line Fault Recognition and Classification

Zhigang Liu, Zhiwei Han, Yang Zhang et al. · IEEE Transactions on Neural Networks and Learning Systems · 2014 · 102 citations

Fault Diagnosis, Engineering, Entropy +11

A High-Precision Loose Strands Diagnosis Approach for Isoelectric Line in High-Speed Railway

Zhigang Liu, Liyou Wang, Changjiang Li et al. · IEEE Transactions on Industrial Informatics · 2017 · 88 citations

Railway Traffic, Fault Diagnosis, Engineering +21

A High-Precision Detection Approach for Catenary Geometry Parameters of Electrical Railway

Zhigang Liu, Wenqiang Liu, Zhiwei Han · IEEE Transactions on Instrumentation and Measurement · 2017 · 74 citations

Railway Traffic, Engineering, High-precision Detection Approach +8