Shiwen Zhang

A New Methodology for Identifying Arc Fault by Sparse Representation and Neural Network

Yangkun Wang, Feng Zhang, Shiwen Zhang · IEEE Transactions on Instrumentation and Measurement · 2018 · 121 citations

Series AC Arc Fault Detection Method Based on Hybrid Time and Frequency Analysis and Fully Connected Neural Network

Yangkun Wang, Feng Zhang, Xueheng Zhang et al. · IEEE Transactions on Industrial Informatics · 2018 · 113 citations

Fault Diagnosis, Engineering, Machine Learning +18

An Integrated Energy-Efficient Operation Methodology for Metro Systems Based on a Real Case of Shanghai Metro Line One

Cheng Gong, Shiwen Zhang, Feng Zhang et al. · Energies · 2014 · 54 citations · Full text

Railway Traffic, Engineering, Energy-efficient Design +21

A Deep Reinforcement Learning Approach for the Energy-Aimed Train Timetable Rescheduling Problem Under Disturbances

Jinlin Liao, Guang Yang, Shiwen Zhang et al. · IEEE Transactions on Transportation Electrification · 2021 · 54 citations

Artificial Intelligence, Railway Traffic, Engineering +20

Energy-saving optimization strategy of multi-train metro timetable based on dual decision variables: A case study of Shanghai Metro line one

Jinlin Liao, Feng Zhang, Shiwen Zhang et al. · Journal of Rail Transport Planning & Management · 2021 · 34 citations

Railway Traffic, Engineering, Rail Transport +11