Zhigang Liu - RankMe

121 papers B 4C 1Journal 102Unranked 14

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Physics-Informed Enhanced Fourier Neural Operator for Solving Pantograph-Catenary Interaction in Electric Railway. IEEE Trans. Veh. Technol. Jinfa Guan, Hui Wang, Yuxiang Peng, Haonan Yang, Jinke Yan, Yang Song, Zhigang Liu
2026	J	`jnl`	Track Irregularity Prediction and Effect on the Dynamic Response of the 600 km/h Maglev System. IEEE Trans. Veh. Technol. Wen Wang, Yang Song, Junqi Xu, Zhao Xu, Zhigang Liu
2025	J	`jnl`	Assessment of Current Collection Performance of Rail Pantograph-Catenary Considering Long Suspension Bridges. IEEE Trans. Instrum. Meas. Xufan Wang, Yang Song, Bing Lu, Hui Wang, Zhigang Liu
2025	J	`jnl`	Dual-Domain Conditional Generative Adversarial Networks for Predicting the Contact Force Curve of Pantograph-Catenary System in High-Speed Railway. IEEE Trans. Instrum. Meas. Jinfa Guan, Hui Wang, Xufan Wang, Xiangyu Meng, Yang Song, Zhigang Liu
2025	J	`jnl`	Evolution Analysis of Three-Dimensional Wheel Polygonal Wear for Electric Locomotives Considering the Effect of Interharmonics. IEEE Trans. Veh. Technol. Bing Lu, Yang Song, Zhigang Liu, Xufan Wang, Qiao Zhang, Yanming Lu
2025	J	`jnl`	Flexible Pantograph Collector Modeling and Its Effects in High-Speed Catenary-Pantograph Interaction. IEEE Trans. Instrum. Meas. Zhao Xu, Yang Song, Jiaming Xiong, Guobin Lin, Zhigang Liu
2025	J	`jnl`	Global Feature Perception Network for Open-Switch Fault Diagnosis in Grid-Connected Photovoltaic Inverters Under Imbalanced Data Conditions. IEEE Trans. Instrum. Meas. Haoyu Wang, Keting Hu, Haonan Yang, Bing Lu, Yanming Lu, Zhigang Liu
2025	J	`jnl`	HO2RL: A Novel Hybrid Offline-and-Online Reinforcement Learning Method for Active Pantograph Control. IEEE Trans. Ind. Electron. Hui Wang, Zhigang Liu, Zhiwei Han
2025	J	`jnl`	Interactive Fusion Distillation Network Embedded With Poisson Images for Wheel Tread Defect Detection. IEEE Trans. Instrum. Meas. Dong Zhan, Haonan Yang, Xufan Wang, Hui Wang, Ning Ma, Zhigang Liu
2025	—	`conf`	Mapping Relationship Between Track Irregularity and Carbody Acceleration in High-Speed Maglev System. ITSC Wen Wang, Junqi Xu, Lijun Rong, Yougang Sun, Wen Ji, Dinggang Gao, Zhigang Liu, Xiang Liu
2024	J	`jnl`	Adaptive Subband Forward Blind Source Separation Algorithms Based on Kalman Mechanism. IEEE Trans. Instrum. Meas. Jianhong Ye, Yi Yu, Yuriy V. Zakharov, Zhigang Liu, Hongsen He
2024	J	`jnl`	Current Collection Quality of High-Speed Rail Pantograph-Catenary Considering Geometry Deviation at 400 km/h and Above. IEEE Trans. Veh. Technol. Yang Song, Zhigang Liu, Shibin Gao
2024	J	`jnl`	Explainable Intelligent Fault Diagnosis for Nonlinear Dynamic Systems: From Unsupervised to Supervised Learning. IEEE Trans. Neural Networks Learn. Syst. Hongtian Chen, Zhigang Liu, Cesare Alippi, Biao Huang, Derong Liu
2024	J	`jnl`	Guest Editorial: Special Issue on Explainable Representation Learning-Based Intelligent Inspection and Maintenance of Complex Systems. IEEE Trans. Neural Networks Learn. Syst. Zhigang Liu, Cesare Alippi, Hongtian Chen, Derong Liu
2024	J	`jnl`	LLD-MFCOS: A Multiscale Anchor-Free Detector Based on Label Localization Distillation for Wheelset Tread Defect Detection. IEEE Trans. Instrum. Meas. Haonan Yang, Jing He, Zhigang Liu, Changfan Zhang
2024	J	`jnl`	MTA-Net: A One-Stage Detector Based on a Multiscale Task-Aligned Network for Catenary Support Components. IEEE Trans. Instrum. Meas. Wenyi Xie, Haonan Yang, Linjun Shi, Zhigang Liu
2024	J	`jnl`	Offline Meta-Reinforcement Learning for Active Pantograph Control in High-Speed Railways. IEEE Trans. Ind. Informatics Hui Wang, Zhigang Liu, Guiyang Hu, Xufan Wang, Zhiwei Han
2024	J	`jnl`	Optimization of Railway Pantograph-Catenary Systems for Over 350 km/h Based on an Experimentally Validated Model. IEEE Trans. Ind. Informatics Yang Song, Xiaobing Lu, Yanhong Yin, Yuhui Liu, Zhigang Liu
2024	J	`jnl`	Quasilinear Fuzzy Polytopic Predictive Control for the Traction Converters in the High-Speed Train. IEEE Trans. Veh. Technol. Ibrahim Adamu Tasiu, Dongsheng Cai, Olusola Bamisile, Zhigang Liu
2024	J	`jnl`	Rapid Adaptation for Active Pantograph Control in High-Speed Railway via Deep Meta Reinforcement Learning. IEEE Trans. Cybern. Hui Wang, Zhigang Liu, Zhiwei Han, Yanbo Wu, Derong Liu
2024	J	`jnl`	Structural Performance Analysis and Optimization Design of Railway Pantograph Under High-Speed Operating Conditions. IEEE Trans. Instrum. Meas. Xufan Wang, Zhigang Liu, Yang Song, Guiyang Hu, Sheng Zhou, Fuchuan Duan, Long Chen
2024	J	`jnl`	Suppression of Railway Catenary Galloping Based on Structural Parameters' Optimization. Sensors Yuhui Liu, Yang Song, Fuchuan Duan, Zhigang Liu
2023	J	`jnl`	Deep Reinforcement Learning Based Active Pantograph Control Strategy in High-Speed Railway. IEEE Trans. Veh. Technol. Hui Wang, Zhiwei Han, Zhigang Liu, Yanbo Wu
2023	J	`jnl`	Dynamic Characteristics of Electric Shoegear and Conductor Rail System Considering the Track Irregularities. IEEE Trans. Instrum. Meas. Xufan Wang, Zhigang Liu, Yang Song, Wei Jin, Zhao Xu, Jiaming Xiong, Sheng Zhou
2023	J	`jnl`	ECF-STPM: A Robust Crack Detection Method for Railway Catenary Components. IEEE Trans. Instrum. Meas. Yujing Zhang, Junping Zhong, Zhigang Liu, Zhiwei Han
2023	J	`jnl`	Influence of Electric Traction Drive System Harmonics and Interharmonics on the Vibration of Key Locomotive Components. IEEE Trans. Veh. Technol. Bing Lu, Zhigang Liu, Xufan Wang, Yang Song, Qiao Zhang, Siqi Wu, Gongquan Tao
2023	—	`conf`	Open-switch Fault Diagnosis of Inverters in Linear Induction Machine Drives Based on Normalized Wavelet Packet Entropy. ICACI Keting Hu, Yougang Sun, Zhigang Liu, Junqi Xu, Guobin Lin
2023	J	`jnl`	Study on Aerodynamic Instability and Galloping Response of Rail Overhead Contact Line Based on Wind Tunnel Tests. IEEE Trans. Veh. Technol. Fuchuan Duan, Yang Song, Shibin Gao, Yuhui Liu, Wenping Chu, Xiaobing Lu, Zhigang Liu
2022	J	`jnl`	A Location-Enhanced and Multiscale-Friendly Crowd Detecting Approach for Tram. IEEE Trans. Instrum. Meas. Ranran Zhao, Zhiwei Han, Zhigang Liu, Hui Wang, Junping Zhong
2022	J	`jnl`	A Multi-Frequency DQ Impedance Measurement Algorithm for Single-Phase Vehicle-Grid System in Electrified Railways. IEEE Trans. Veh. Technol. Zhigang Liu, Guorong Li, Xiangyu Meng, Heng Zhou, Jiawei Liu
2022	J	`jnl`	Adversarial Reconstruction Based on Tighter Oriented Localization for Catenary Insulator Defect Detection in High-Speed Railways. IEEE Trans. Intell. Transp. Syst. Junping Zhong, Zhigang Liu, Cheng Yang, Hongrui Wang, Shibin Gao, Alfredo Núñez
2022	J	`jnl`	An improved unscented Kalman filter for nonlinear systems with one-step randomly delayed measurement and unknown latency probability. Digit. Signal Process. Yuze Tong, Zongsheng Zheng, Wenli Fan, Quanyou Li, Zhigang Liu
2022	J	`jnl`	Analysis of Critical Speed for High-Speed Railway Pantograph-Catenary System. IEEE Trans. Veh. Technol. Yang Song, Fuchuan Duan, Zhigang Liu
2022	J	`jnl`	Assessment of Dynamic Interaction Performance of High-Speed Pantograph and Overhead Conductor Rail System. IEEE Trans. Instrum. Meas. Long Chen, Fuchuan Duan, Yang Song, Zeyao Hu, Zhigang Liu, Xiaohe Feng
2022	J	`jnl`	Crosswind Effects on Current Collection Quality of Railway Pantograph-Catenary: A Case Study in Chengdu-Chongqing Passenger Special Line. IEEE Trans. Instrum. Meas. Yang Song, Fuchuan Duan, Shibin Gao, Fanping Wu, Zhigang Liu
2022	J	`jnl`	Improved unscented Kalman filter for state of charge estimation of lithium-ion battery with one-step randomly measurement loss and inaccurate noise covariance matrices. Digit. Signal Process. Yuze Tong, Zongsheng Zheng, Wenli Fan, Zhigang Liu
2022	J	`jnl`	Stress Analysis and Fatigue Life Prediction of Contact Wire Located at Steady Arms in High-Speed Railway Catenary System. IEEE Trans. Instrum. Meas. Zhao Xu, Yang Song, Zhigang Liu
2022	J	`jnl`	Study of filtered-x logarithmic recursive least p-power algorithm. CoRR Zongsheng Zheng, Lu Lu, Yi Yu, Rodrigo C. de Lamare, Zhigang Liu
2022	J	`jnl`	Study on the Dynamic Performance of High-Speed Railway Catenary System With Small Encumbrance. IEEE Trans. Instrum. Meas. Zhao Xu, Zhigang Liu, Yang Song
2021	J	`jnl`	A Looseness Detection Method for Railway Catenary Fasteners Based on Reinforcement Learning Refined Localization. IEEE Trans. Instrum. Meas. Junping Zhong, Zhigang Liu, Hongrui Wang, Wenqiang Liu, Cheng Yang, Zhiwei Han, Alfredo Núñez
2021	J	`jnl`	A Multilevel Feature and Structure Prior Information-Based Positioning Approach for Catenary Support Components. IEEE Trans. Instrum. Meas. Yuyang Li, Zhiwei Han, Zhigang Liu, Hui Wang, Chengxi You, Wenqiang Liu
2021	J	`jnl`	An Automatic Loose Defect Detection Method for Catenary Bracing Wire Components Using Deep Convolutional Neural Networks and Image Processing. IEEE Trans. Instrum. Meas. Wenqiang Liu, Zhigang Liu, Yuyang Li, Hui Wang, Cheng Yang, Dan Wang, Donghai Zhai
2021	J	`jnl`	An Investigation on the Current Collection Quality of Railway Pantograph-Catenary Systems With Contact Wire Wear Degradations. IEEE Trans. Instrum. Meas. Yang Song, Hongrui Wang, Zhigang Liu
2021	J	`jnl`	Derivative-Free Observability Analysis of a Stochastic Dynamical System. IEEE Trans. Netw. Sci. Eng. Zongsheng Zheng, Yijun Xu, Lamine Mili, Zhigang Liu, Long Peng, Yuhong Wang
2021	J	`jnl`	Fuzzy Observer-Based Control for the Traction Dual Rectifiers in High-Speed Train. IEEE Trans. Veh. Technol. Ibrahim Adamu Tasiu, Zhigang Liu, Qixiang Yan, Hong Chen, Keting Hu, Siqi Wu
2021	—	`conf`	FxlogRLP: The Filtered-X Logarithmic Recursive Least P-Power Algorithm. SSP Zongsheng Zheng, Lu Lu, Yi Yu, Rodrigo C. de Lamare, Zhigang Liu
2021	J	`jnl`	High-Precision Detection Method for Structure Parameters of Catenary Cantilever Devices Using 3-D Point Cloud Data. IEEE Trans. Instrum. Meas. Wenqiang Liu, Zhigang Liu, Qiao Li, Zhiwei Han, Alfredo Núñez
2021	J	`jnl`	Vibration Measurement and Wave Reflection Analysis in an Electrified Railway Catenary Based on Analytical Methods. IEEE Trans. Instrum. Meas. Fuchuan Duan, Zhigang Liu, Yang Song, Stefano DeRosa, Anders Rønnquist, Donghai Zhai
2021	J	`jnl`	Virtual Inertia Control Strategy of Traction Converter in High-Speed Railways Based on Feedback Linearization of Sliding Mode Observer. IEEE Trans. Veh. Technol. Wenqian Yu, Zhigang Liu, Ibrahim Adamu Tasiu
2020	J	`jnl`	A Bayesian Network Approach for Condition Monitoring of High-Speed Railway Catenaries. IEEE Trans. Intell. Transp. Syst. Hongrui Wang, Alfredo Núñez, Zhigang Liu, Dongliang Zhang, Rolf P. B. J. Dollevoet
2020	J	`jnl`	A Generic Anomaly Detection of Catenary Support Components Based on Generative Adversarial Networks. IEEE Trans. Instrum. Meas. Yang Lyu, Zhiwei Han, Junping Zhong, Changjiang Li, Zhigang Liu
2020	J	`jnl`	A High-Precision Positioning Approach for Catenary Support Components With Multiscale Difference. IEEE Trans. Instrum. Meas. Zhigang Liu, Kai Liu, Junping Zhong, Zhiwei Han, Wenxuan Zhang
2020	J	`jnl`	A Siamese Network-Based Non-Contact Measurement Method for Railway Catenary Uplift Trained in a Free Vibration Test. Sensors Fuchuan Duan, Zhigang Liu, Donghai Zhai, Anders Rønnquist
2020	J	`jnl`	An Approach to Improve System Performance in the Vehicle-Grid System Using Sliding Mode Control Under Multiple Operation Conditions. IEEE Access Yuting Zhang, Siqi Wu, Zhigang Liu, Qixiang Yan, Tao Chen
2020	J	`jnl`	An Automated Defect Detection Approach for Catenary Rod-Insulator Textured Surfaces Using Unsupervised Learning. IEEE Trans. Instrum. Meas. Wenqiang Liu, Zhigang Liu, Hui Wang, Zhiwei Han
2020	—	`conf`	An Automatic Fracture Defect Detection Approach for Current-carrying Rings of Catenary Droppers Using A Multi-task Neural Network. ICACI Wenqiang Liu, Dan Wang, Yuyang Li, Cheng Yang, Hui Wang, Zhigang Liu
2020	J	`jnl`	Bias-Compensated Sparsity-Aware NLMM Algorithms for Robust Adaptive Echo Cancellation. IEEE Trans. Circuits Syst. I Regul. Pap. Zongsheng Zheng, Zhigang Liu, Junbo Zhao
2020	J	`jnl`	Cantilever Structure Segmentation and Parameters Detection Based on Concavity and Convexity of 3-D Point Clouds. IEEE Trans. Instrum. Meas. Zhiwei Han, Changjiang Yang, Zhigang Liu
2020	J	`jnl`	Contact Wire Irregularity Stochastics and Effect on High-Speed Railway Pantograph-Catenary Interactions. IEEE Trans. Instrum. Meas. Yang Song, Zhigang Liu, Anders Rønnquist, Petter Nåvik, Zhendong Liu
2020	J	`jnl`	Deep learning-based visual ensemble method for high-speed railway catenary clevis fracture detection. Neurocomputing Ye Han, Zhigang Liu, Yang Lyu, Kai Liu, Changjiang Li, Wenxuan Zhang
2020	J	`jnl`	Detection Approach Based on an Improved Faster RCNN for Brace Sleeve Screws in High-Speed Railways. IEEE Trans. Instrum. Meas. Zhigang Liu, Yang Lyu, Liyou Wang, Zhiwei Han
2020	J	`jnl`	Dynamic Performance of High-Speed Railway Overhead Contact Line Interacting With Pantograph Considering Local Dropper Defect. IEEE Trans. Veh. Technol. Yang Song, Zhigang Liu, Xiaobing Lu
2020	J	`jnl`	Effective Measures to Improve Current Collection Quality for Double Pantographs and Catenary Based on Wave Propagation Analysis. IEEE Trans. Veh. Technol. Zhao Xu, Yang Song, Zhigang Liu
2020	J	`jnl`	Ensuring a Reliable Operation of Two-Level IGBT-Based Power Converters: A Review of Monitoring and Fault-Tolerant Approaches. IEEE Access Keting Hu, Zhigang Liu, Yongheng Yang, Francesco Iannuzzo, Frede Blaabjerg
2020	J	`jnl`	Influence of input noises on the mean-square performance of the normalized subband adaptive filter algorithm. J. Frankl. Inst. Zongsheng Zheng, Zhigang Liu
2020	J	`jnl`	Low-Frequency Instability Induced by Hopf Bifurcation in a Single-Phase Converter Connected to Non-Ideal Power Grid. IEEE Access Hong Chen, Wenqian Yu, Zhigang Liu, Qixiang Yan, Ibrahim Adamu Tasiu, Zhiwei Han
2020	J	`jnl`	Robust Unscented Unbiased Minimum-Variance Estimator for Nonlinear System Dynamic State Estimation With Unknown Inputs. IEEE Signal Process. Lett. Zongsheng Zheng, Junbo Zhao, Lamine Mili, Zhigang Liu
2020	J	`jnl`	Robust normalized subband adaptive filter algorithm against impulsive noises and noisy inputs. J. Frankl. Inst. Zongsheng Zheng, Zhigang Liu, Xiaobing Lu
2020	J	`jnl`	Steady-State Mean-Square Performance Analysis of the Affine Projection Sign Algorithm. IEEE Trans. Circuits Syst. II Express Briefs Zongsheng Zheng, Zhigang Liu
2020	J	`jnl`	Unified Deep Learning Architecture for the Detection of All Catenary Support Components. IEEE Access Wenqiang Liu, Zhigang Liu, Alfredo Núñez, Zhiwei Han
2019	J	`jnl`	A CNN-Based Defect Inspection Method for Catenary Split Pins in High-Speed Railway. IEEE Trans. Instrum. Meas. Junping Zhong, Zhigang Liu, Zhiwei Han, Ye Han, Wenxuan Zhang
2019	—	`conf`	A GAN-Based Anomaly Detection Method for Isoelectric Line in High-Speed Railway. I2MTC Yang Lyu, Zhiwei Han, Junping Zhong, Changjiang Li, Zhigang Liu
2019	J	`jnl`	A New Active Control Strategy for Pantograph in High-Speed Electrified Railways Based on Multi-Objective Robust Control. IEEE Access Jing Zhang, Hantao Zhang, Baolin Song, Songlin Xie, Zhigang Liu
2019	J	`jnl`	A New Identification Approach of Power System Vulnerable Lines Based on Weighed H-Index. IEEE Access Qiao Zhang, Wenli Fan, Ziyang Qiu, Zhigang Liu, Jing Zhang
2019	J	`jnl`	A Novel Approach Based on Extended State Observer Sliding Mode Control to Suppress Voltage Low Frequency Oscillation of Traction Network. IEEE Access Zhigang Liu, Shuang Liu, Zhiyuan Li, Ibrahim Adamu Tasiu
2019	J	`jnl`	A Passivity-Based Control of Euler-Lagrange Model for Suppressing Voltage Low-Frequency Oscillation in High-Speed Railway. IEEE Trans. Ind. Informatics Zhigang Liu, Zhaozhao Geng, Siqi Wu, Xinxuan Hu, Zhixue Zhang
2019	J	`jnl`	Entropy-Based Local Irregularity Detection for High-Speed Railway Catenaries With Frequent Inspections. IEEE Trans. Instrum. Meas. Hongrui Wang, Zhigang Liu, Alfredo Núñez, Rolf P. B. J. Dollevoet
2019	J	`jnl`	Research on Electromagnetic Transient Processes of Long Marshalling High-Speed Train Passing Articulated Split-Phase Region. IEEE Access Ke Huang, Zhigang Liu, Xin Li
2019	J	`jnl`	Unscented Kalman Filter-Based Unbiased Minimum-Variance Estimation for Nonlinear Systems With Unknown Inputs. IEEE Signal Process. Lett. Zongsheng Zheng, Junbo Zhao, Lamine Mili, Zhigang Liu, Shaobu Wang
2019	—	`conf`	Virtual Reality and Convolutional Neural Networks for Railway Catenary Support Components Monitoring. ITSC Wenqiang Liu, Zhigang Liu, Alfredo Núñez
2018	J	`jnl`	A High-Precision Loose Strands Diagnosis Approach for Isoelectric Line in High-Speed Railway. IEEE Trans. Ind. Informatics Zhigang Liu, Liyou Wang, Changjiang Li, Zhiwei Han
2018	J	`jnl`	Automatic Defect Detection of Fasteners on the Catenary Support Device Using Deep Convolutional Neural Network. IEEE Trans. Instrum. Meas. Junwen Chen, Zhigang Liu, Hongrui Wang, Alfredo Núñez, Zhiwei Han
2018	—	`conf`	Location and fault detection of catenary support components based on deep learning. I2MTC Zhigang Liu, Junping Zhong, Yang Lyu, Kai Liu, Ye Han, Liyou Wang, Wenqiang Liu
2018	J	`jnl`	Simple and effective open switch fault diagnosis of single-phase PWM rectifier. Microelectron. Reliab. Keting Hu, Zhigang Liu, Francesco Iannuzzo, Frede Blaabjerg
2018	J	`jnl`	Steady-State and Tracking Analyses of the Improved Proportionate Affine Projection Algorithm. IEEE Trans. Circuits Syst. II Express Briefs Zongsheng Zheng, Zhigang Liu, Yinxia Dong
2017	J	`jnl`	A High-Precision Detection Approach for Catenary Geometry Parameters of Electrical Railway. IEEE Trans. Instrum. Meas. Zhigang Liu, Wenqiang Liu, Zhiwei Han
2017	J	`jnl`	A Model-Based Diagnosis System for a Traction Power Supply System. IEEE Trans. Ind. Informatics Zhigang Liu, Keting Hu
2017	J	`jnl`	Bias-Compensated Normalized Least-Mean Fourth Algorithm for Noisy Input. Circuits Syst. Signal Process. Zongsheng Zheng, Zhigang Liu, Haiquan Zhao
2017	J	`jnl`	Diffusion L0-norm constraint improved proportionate LMS algorithm for sparse distributed estimation. CoRR Zongsheng Zheng, Zhigang Liu
2017	J	`jnl`	Diffusion least mean square/fourth algorithm for distributed estimation. Signal Process. Zongsheng Zheng, Zhigang Liu, Ming Huang
2017	J	`jnl`	Ensemble EMD-based signal denoising using modified interval thresholding. IET Signal Process. Hongrui Wang, Zhigang Liu, Yang Song, Xiaobing Lu
2017	J	`jnl`	Evaluation Scheme for EMI of Train Body Voltage Fluctuation on the BCU Speed Sensor Measurement. IEEE Trans. Instrum. Meas. Ke Huang, Zhigang Liu, Feng Zhu, Zongsheng Zheng, Ye Cheng
2017	—	`conf`	Identification of the catenary structure wavelength using pantograph head acceleration measurements. I2MTC Hongrui Wang, Zhigang Liu, Alfredo Núñez, Rolf P. B. J. Dollevoet
2017	J	`jnl`	Prior-Information-Based Finite-Frequency H IEEE Trans. Veh. Technol. Xiaobing Lu, Zhigang Liu, Jing Zhang, Hongrui Wang, Yang Song, Fuchuan Duan
2017	J	`jnl`	Robust Set-Membership Normalized Subband Adaptive Filtering Algorithms and Their Application to Acoustic Echo Cancellation. IEEE Trans. Circuits Syst. I Regul. Pap. Zongsheng Zheng, Zhigang Liu, Haiquan Zhao, Yi Yu, Lu Lu
2017	J	`jnl`	Traction Inverter Open Switch Fault Diagnosis Based on Choi-Williams Distribution Spectral Kurtosis and Wavelet-Packet Energy Shannon Entropy. Entropy Shuangshuang Lin, Zhigang Liu, Keting Hu
2016	J	`jnl`	A New Search Algorithm of MBD Based on Spider Web and Its Application in Power Distribution Network Fault Diagnosis. Int. J. Artif. Intell. Tools Zhigang Liu, Chenxi Dai, Keting Hu, Shiyu He
2016	J	`jnl`	Detection of Contact Wire Irregularities Using a Quadratic Time-Frequency Representation of the Pantograph-Catenary Contact Force. IEEE Trans. Instrum. Meas. Hongrui Wang, Zhigang Liu, Yang Song, Xiaobing Lu, Zhiwei Han, Jing Zhang, Ying Wang
2016	J	`jnl`	Ensemble EMD-Based Automatic Extraction of the Catenary Structure Wavelength From the Pantograph-Catenary Contact Force. IEEE Trans. Instrum. Meas. Zhigang Liu, Hongrui Wang, Rolf P. B. J. Dollevoet, Yang Song, Alfredo Núñez, Jing Zhang
2016	B	`conf`	High-speed railway rod-insulator detection using segment clustering and deformable part models. ICIP Ye Han, Zhigang Liu, Dah-Jye Lee, Guinan Zhang, Miao Deng
2016	J	`jnl`	Wavelet Entropy-Based Traction Inverter Open Switch Fault Diagnosis in High-Speed Railways. Entropy Keting Hu, Zhigang Liu, Shuangshuang Lin
2015	J	`jnl`	A Classification Method for Complex Power Quality Disturbances Using EEMD and Rank Wavelet SVM. IEEE Trans. Smart Grid Zhigang Liu, Yan Cui, Wenhui Li
2015	J	`jnl`	Combined Power Quality Disturbances Recognition Using Wavelet Packet Entropies and S-Transform. Entropy Zhigang Liu, Yan Cui, Wenhui Li
2014	J	`jnl`	A new classification method for transient power quality combining spectral kurtosis with neural network. Neurocomputing Zhigang Liu, Qiaoge Zhang, Zhiwei Han, Gang Chen
2014	J	`jnl`	A new detection approach of transient disturbances combining wavelet packet and Tsallis entropy. Neurocomputing Zhigang Liu, Qiaolin Hu, Yan Cui, Qiaoge Zhang
2014	J	`jnl`	A new short-term load forecasting method of power system based on EEMD and SS-PSO. Neural Comput. Appl. Zhigang Liu, Wanlu Sun, Jiajun Zeng
2014	B	`conf`	A novel algorithm to solve the minimal hitting sets in MBD. FUZZ-IEEE Jianfang Xu, Zhigang Liu, Chenxi Dai
2014	J	`jnl`	An Approach to Recognize the Transient Disturbances With Spectral Kurtosis. IEEE Trans. Instrum. Meas. Zhigang Liu, Qiaoge Zhang
2014	B	`conf`	Application of BPSO with GA in model-based fault diagnosis of traction substation. IEEE Congress on Evolutionary Computation Song Gao, Chenxi Dai, Zhigang Liu, Xiao Geng
2014	J	`jnl`	Fault diagnosis of electric railway traction substation with model-based relation guiding algorithm. Expert Syst. Appl. Zhigang Liu, Zhiwei Han
2014	J	`jnl`	Multiwavelet Packet Entropy and its Application in Transmission Line Fault Recognition and Classification. IEEE Trans. Neural Networks Learn. Syst. Zhigang Liu, Zhiwei Han, Yang Zhang, Qiaoge Zhang
2014	B	`conf`	The transformer fault diagnosis combing KPCA with PNN. IJCNN Chenxi Dai, Zhigang Liu, Yan Cui
2013	J	`jnl`	A novel method of short-term load forecasting based on multiwavelet transform and multiple neural networks. Neural Comput. Appl. Zhigang Liu, Wenfan Li, Wanlu Sun
2013	—	`conf`	An Approach of Power Quality Disturbances Recognition Based on EEMD and Probabilistic Neural Network. ISNN (1) Ling Zhu, Zhigang Liu, Qiaoge Zhang, Qiaolin Hu
2012	—	`conf`	The Recognition Study of Impulse and Oscillation Transient Based on Spectral Kurtosis and Neural Network. ISNN (2) Qiaoge Zhang, Zhigang Liu, Gang Chen
2011	—	`conf`	A Parallel Wavelet Algorithm Based on Multi-core System and Its Application in the Massive Data Compression. ISNN (3) Xiaofan Lu, Zhigang Liu, Zhiwei Han, Feng Wu
2011	—	`conf`	Power System Load Forecasting Based on EEMD and ANN. ISNN (1) Wanlu Sun, Zhigang Liu, Wenfan Li
2010	—	`conf`	A New Short-Term Load Forecasting Model of Power System Based on HHT and ANN. ISNN (2) Zhigang Liu, Weili Bai, Gang Chen
2008	—	`conf`	Combining Multi Wavelet and Multi NN for Power Systems Load Forecasting. ISNN (2) Zhigang Liu, Qi Wang, Yajun Zhang
2008	J	`jnl`	The Study of Maglev Train Control and Diagnosis Networks Based on Role Automation Decentralization. IEICE Trans. Inf. Syst. Zhigang Liu, Qi Wang, Yongdong Tan
2005	C	`conf`	The study of Maglev train diagnosis system based on ADS' ideas. ISADS Zhigang Liu, Zhengyou He, Dabo Zhang, Yajun Zhang