Zhigang Liu
Zhigang Liu
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Automatic defect detection of fasteners on the catenary support device using deep convolutional neural network
J Chen, Z Liu, H Wang, A Núñez, Z Han
IEEE Transactions on Instrumentation and Measurement 67 (2), 257-269, 2017
A classification method for complex power quality disturbances using EEMD and rank wavelet SVM
Z Liu, Y Cui, W Li
IEEE Transactions on Smart Grid 6 (4), 1678-1685, 2015
Multiwavelet packet entropy and its application in transmission line fault recognition and classification
Z Liu, Z Han, Y Zhang, Q Zhang
IEEE transactions on neural networks and learning systems 25 (11), 2043-2052, 2014
A CNN-based defect inspection method for catenary split pins in high-speed railway
J Zhong, Z Liu, Z Han, Y Han, W Zhang
IEEE Transactions on Instrumentation and Measurement 68 (8), 2849-2860, 2018
Contact wire irregularity stochastics and effect on high-speed railway pantograph–catenary interactions
Y Song, Z Liu, A Rønnquist, P Nåvik, Z Liu
IEEE Transactions on Instrumentation and Measurement 69 (10), 8196-8206, 2020
Nonlinear analysis of wind-induced vibration of high-speed railway catenary and its influence on pantograph–catenary interaction
Y Song, Z Liu, H Wang, X Lu, J Zhang
Vehicle System Dynamics 54 (6), 723-747, 2016
Low-Frequency Stability Analysis of Single-Phase System With dq-Frame Impedance Approach—Part I: Impedance Modeling and Verification
Y Liao, Z Liu, H Zhang, B Wen
IEEE Transactions on Industry Applications 54 (5), 4999-5011, 2018
A spatial coupling model to study dynamic performance of pantograph-catenary with vehicle-track excitation
Y Song, Z Wang, Z Liu, R Wang
Mechanical Systems and Signal Processing 151, 107336, 2021
A high-precision loose strands diagnosis approach for isoelectric line in high-speed railway
Z Liu, L Wang, C Li, Z Han
IEEE Transactions on Industrial Informatics 14 (3), 1067-1077, 2017
Cascading failure model in power grids using the complex network theory
F Wenli, L Zhigang, H Ping, M Shengwei
IET Generation, Transmission & Distribution 10 (15), 3940-3949, 2016
Vehicle-grid system modeling and stability analysis with forbidden region-based criterion
Y Liao, Z Liu, G Zhang, C Xiang
IEEE Transactions on Power Electronics 32 (5), 3499-3512, 2016
Maglev trains
Z Liu, Z Long, X Li
Springer tracts in mechanical engineering, 2015
Active control of contact force for high-speed railway pantograph-catenary based on multi-body pantograph model
Y Song, H Ouyang, Z Liu, G Mei, H Wang, X Lu
Mechanism and Machine Theory 115, 35-59, 2017
Stability research of high-speed railway EMUs and traction network cascade system considering impedance matching
Z Liu, G Zhang, Y Liao
IEEE Transactions on Industry Applications 52 (5), 4315-4326, 2016
Suppression of low-frequency oscillation in traction network of high-speed railway based on auto-disturbance rejection control
G Zhang, Z Liu, S Yao, Y Liao, C Xiang
IEEE Transactions on Transportation Electrification 2 (2), 244-255, 2016
Nonlinear modelling of high-speed catenary based on analytical expressions of cable and truss elements
Y Song, Z Liu, H Wang, X Lu, J Zhang
Vehicle System Dynamics 53 (10), 1455-1479, 2015
Advances of research on high-speed railway catenary
Z Liu, Y Song, Y Han, H Wang, J Zhang, Z Han
Journal of modern transportation 26 (1), 1-23, 2018
Robust set-membership normalized subband adaptive filtering algorithms and their application to acoustic echo cancellation
Z Zheng, Z Liu, H Zhao, Y Yu, L Lu
IEEE Transactions on Circuits and Systems I: Regular Papers 64 (8), 2098-2111, 2017
A high-precision detection approach for catenary geometry parameters of electrical railway
Z Liu, W Liu, Z Han
IEEE Transactions on Instrumentation and Measurement 66 (7), 1798-1808, 2017
Overview of non-contact image detection technology for pantograph-catenary monitoring
Z Han, Z Liu, G Zhang, HM Yang
Journal of the china Railway Society 35 (6), 40-47, 2013
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