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 | 447 | 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 | 199 | 2015 |
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 | 178 | 2021 |
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 | 170 | 2020 |
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 | 148 | 2018 |
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 | 143 | 2018 |
Explainable intelligent fault diagnosis for nonlinear dynamic systems: From unsupervised to supervised learning H Chen, Z Liu, C Alippi, B Huang, D Liu IEEE Transactions on Neural Networks and Learning Systems, 2022 | 123 | 2022 |
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 | 105 | 2014 |
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 | 99 | 2016 |
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 | 93 | 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 | 87 | 2016 |
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 | 86 | 2017 |
Low-Frequency Stability Analysis of Single-Phase System With-Frame Impedance Approach—Part II: Stability and Frequency Analysis Y Liao, Z Liu, H Zhang, B Wen IEEE Transactions on Industry Applications 54 (5), 5012-5024, 2018 | 84 | 2018 |
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 | 84 | 2016 |
Maglev trains Z Liu, Z Long, X Li Springer tracts in mechanical engineering, 2015 | 84 | 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 | 83 | 2017 |
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, 1-23, 2018 | 81 | 2018 |
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 | 76 | 2015 |
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 | 74 | 2016 |
Input impedance modeling and verification of single-phase voltage source converters based on harmonic linearization H Zhang, Z Liu, S Wu, Z Li IEEE Transactions on Power Electronics 34 (9), 8544-8554, 2018 | 70 | 2018 |