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ORCIDZhigang Liu 0001
Person information
- affiliation: Southwest Jiaotong University, School of Electrical Engineering, Chengdu, China
Other persons with the same name
- Zhigang Liu — disambiguation page
- Zhigang Liu 0002 — Northeastern University, Institute of Engineering Optimization and Smart Antenna, Qinhuangdao, China
- Zhigang Liu 0003
![[0000-0002-5209-7057]](https://dblp.org/img/orcid-mark.12x12.png "0000-0002-5209-7057")
— Northeast Petroleum University, Daqing, China - Zhigang Liu 0004 — Xi'an Jiaotong University, School of Mechanical Engineering, Xi'an, China
- Zhigang Liu 0005 — Beijing Engineering Research Center for Electrical Rail Transit, Beijing, China
- Zhigang Liu 0006 — Chinese Academy of Sciences, Chongqing Institute of Green and Intelligent Technology, School of Computer Science and Technology, China
- Zhigang Liu 0007 — Wuxi Institute of Technology, Wuxi, China
- Zhigang Liu 0008 — Guangzhou Civil Aviation College, Guangzhou, China
- Zhigang Liu 0009 — Jiangsu University, Institute of Agricultural Engineering, Zhenjiang, China
- Zhigang Liu 0010 — Nokia Research Center, Palo Alto, CA, USA
- Zhigang Liu 0011 — Shanghai University of Engineering Science, School of Urban Rail Transportation, Shanghai, China
- Zhigang Liu 0012 — State Key Laboratory of Remote Sensing Science, Beijing, China
- Zhigang Liu 0013 — Beijing Normal University, State Key Laboratory of Remote Sensing Science, Faculty of Geographical Science, China
- Zhigang Liu 0014 — Northeastern University, School of Computer and Communication Engineering Qinhuangdao, China
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2020 – today
- 2024
[j91]Yuhui Liu, Yang Song, Fuchuan Duan, Zhigang Liu:
Suppression of Railway Catenary Galloping Based on Structural Parameters' Optimization. Sensors 24(3): 976 (2024)- [j90]Hui Wang, Zhigang Liu, Zhiwei Han, Yanbo Wu, Derong Liu:
Rapid Adaptation for Active Pantograph Control in High-Speed Railway via Deep Meta Reinforcement Learning. IEEE Trans. Cybern. 54(5): 2811-2823 (2024) - [j89]Yang Song, Xiaobing Lu, Yanhong Yin, Yuhui Liu, Zhigang Liu:
Optimization of Railway Pantograph-Catenary Systems for Over 350 km/h Based on an Experimentally Validated Model. IEEE Trans. Ind. Informatics 20(5): 7654-7664 (2024) - [j88]Hui Wang, Zhigang Liu, Guiyang Hu, Xufan Wang, Zhiwei Han:
Offline Meta-Reinforcement Learning for Active Pantograph Control in High-Speed Railways. IEEE Trans. Ind. Informatics 20(8): 10669-10679 (2024) - [j87]Xufan Wang, Zhigang Liu, Yang Song, Guiyang Hu, Sheng Zhou, Fuchuan Duan, Long Chen:
Structural Performance Analysis and Optimization Design of Railway Pantograph Under High-Speed Operating Conditions. IEEE Trans. Instrum. Meas. 73: 1-14 (2024) - [j86]Wenyi Xie, Haonan Yang, Linjun Shi, Zhigang Liu:
MTA-Net: A One-Stage Detector Based on a Multiscale Task-Aligned Network for Catenary Support Components. IEEE Trans. Instrum. Meas. 73: 1-13 (2024) - [j85]Haonan Yang, Jing He, Zhigang Liu, Changfan Zhang:
LLD-MFCOS: A Multiscale Anchor-Free Detector Based on Label Localization Distillation for Wheelset Tread Defect Detection. IEEE Trans. Instrum. Meas. 73: 1-15 (2024) - [j84]Jianhong Ye, Yi Yu, Yuriy V. Zakharov, Zhigang Liu, Hongsen He:
Adaptive Subband Forward Blind Source Separation Algorithms Based on Kalman Mechanism. IEEE Trans. Instrum. Meas. 73: 1-15 (2024) - [j83]Zhigang Liu, Cesare Alippi, Hongtian Chen, Derong Liu:
Guest Editorial: Special Issue on Explainable Representation Learning-Based Intelligent Inspection and Maintenance of Complex Systems. IEEE Trans. Neural Networks Learn. Syst. 35(5): 5819-5823 (2024) - [j82]Hongtian Chen, Zhigang Liu, Cesare Alippi, Biao Huang, Derong Liu:
Explainable Intelligent Fault Diagnosis for Nonlinear Dynamic Systems: From Unsupervised to Supervised Learning. IEEE Trans. Neural Networks Learn. Syst. 35(5): 6166-6179 (2024) - [j81]Ibrahim Adamu Tasiu, Dongsheng Cai, Olusola Bamisile, Zhigang Liu:
Quasilinear Fuzzy Polytopic Predictive Control for the Traction Converters in the High-Speed Train. IEEE Trans. Veh. Technol. 73(6): 7880-7891 (2024) - [j80]Yang Song, Zhigang Liu, Shibin Gao:
Current Collection Quality of High-Speed Rail Pantograph-Catenary Considering Geometry Deviation at 400 km/h and Above. IEEE Trans. Veh. Technol. 73(10): 14415-14424 (2024) - 2023
- [j79]Xufan Wang, Zhigang Liu, Yang Song, Wei Jin, Zhao Xu, Jiaming Xiong, Sheng Zhou:
Dynamic Characteristics of Electric Shoegear and Conductor Rail System Considering the Track Irregularities. IEEE Trans. Instrum. Meas. 72: 1-13 (2023) - [j78]Yujing Zhang, Junping Zhong, Zhigang Liu, Zhiwei Han:
ECF-STPM: A Robust Crack Detection Method for Railway Catenary Components. IEEE Trans. Instrum. Meas. 72: 1-14 (2023) - [j77]Hui Wang, Zhiwei Han, Zhigang Liu, Yanbo Wu:
Deep Reinforcement Learning Based Active Pantograph Control Strategy in High-Speed Railway. IEEE Trans. Veh. Technol. 72(1): 227-238 (2023) - [j76]Fuchuan Duan, Yang Song, Shibin Gao, Yuhui Liu, Wenping Chu, Xiaobing Lu, Zhigang Liu:
Study on Aerodynamic Instability and Galloping Response of Rail Overhead Contact Line Based on Wind Tunnel Tests. IEEE Trans. Veh. Technol. 72(6): 7211-7220 (2023) - [j75]Bing Lu, Zhigang Liu, Xufan Wang, Yang Song, Qiao Zhang, Siqi Wu, Gongquan Tao:
Influence of Electric Traction Drive System Harmonics and Interharmonics on the Vibration of Key Locomotive Components. IEEE Trans. Veh. Technol. 72(10): 12830-12844 (2023) - 2022
- [j74]Yuze Tong, Zongsheng Zheng, Wenli Fan, Quanyou Li, Zhigang Liu:
An improved unscented Kalman filter for nonlinear systems with one-step randomly delayed measurement and unknown latency probability. Digit. Signal Process. 121: 103324 (2022) - [j73]Yuze Tong, Zongsheng Zheng, Wenli Fan, Zhigang Liu:
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. 131: 103780 (2022) - [j72]Long Chen, Fuchuan Duan, Yang Song, Zeyao Hu, Zhigang Liu, Xiaohe Feng:
Assessment of Dynamic Interaction Performance of High-Speed Pantograph and Overhead Conductor Rail System. IEEE Trans. Instrum. Meas. 71: 1-14 (2022) - [j71]Yang Song, Fuchuan Duan, Shibin Gao, Fanping Wu, Zhigang Liu:
Crosswind Effects on Current Collection Quality of Railway Pantograph-Catenary: A Case Study in Chengdu-Chongqing Passenger Special Line. IEEE Trans. Instrum. Meas. 71: 1-13 (2022) - [j70]Zhao Xu, Zhigang Liu, Yang Song:
Study on the Dynamic Performance of High-Speed Railway Catenary System With Small Encumbrance. IEEE Trans. Instrum. Meas. 71: 1-10 (2022) - [j69]Zhao Xu, Yang Song, Zhigang Liu:
Stress Analysis and Fatigue Life Prediction of Contact Wire Located at Steady Arms in High-Speed Railway Catenary System. IEEE Trans. Instrum. Meas. 71: 1-12 (2022) - [j68]Ranran Zhao, Zhiwei Han, Zhigang Liu, Hui Wang, Junping Zhong:
A Location-Enhanced and Multiscale-Friendly Crowd Detecting Approach for Tram. IEEE Trans. Instrum. Meas. 71: 1-9 (2022) - [j67]Junping Zhong, Zhigang Liu, Cheng Yang, Hongrui Wang, Shibin Gao, Alfredo Núñez:
Adversarial Reconstruction Based on Tighter Oriented Localization for Catenary Insulator Defect Detection in High-Speed Railways. IEEE Trans. Intell. Transp. Syst. 23(2): 1109-1120 (2022) - [j66]Zhigang Liu, Guorong Li, Xiangyu Meng, Heng Zhou, Jiawei Liu:
A Multi-Frequency DQ Impedance Measurement Algorithm for Single-Phase Vehicle-Grid System in Electrified Railways. IEEE Trans. Veh. Technol. 71(2): 1372-1383 (2022) - [j65]Yang Song, Fuchuan Duan, Zhigang Liu:
Analysis of Critical Speed for High-Speed Railway Pantograph-Catenary System. IEEE Trans. Veh. Technol. 71(4): 3547-3555 (2022) - [i2]Zongsheng Zheng, Lu Lu, Yi Yu, Rodrigo C. de Lamare, Zhigang Liu:
Study of filtered-x logarithmic recursive least p-power algorithm. CoRR abs/2202.00560 (2022) - 2021
- [j64]Fuchuan Duan, Zhigang Liu, Yang Song, Stefano Derosa, Anders Rønnquist, Donghai Zhai:
Vibration Measurement and Wave Reflection Analysis in an Electrified Railway Catenary Based on Analytical Methods. IEEE Trans. Instrum. Meas. 70: 1-12 (2021) - [j63]Yuyang Li, Zhiwei Han, Zhigang Liu, Hui Wang, Chengxi You, Wenqiang Liu:
A Multilevel Feature and Structure Prior Information-Based Positioning Approach for Catenary Support Components. IEEE Trans. Instrum. Meas. 70: 1-13 (2021) - [j62]Wenqiang Liu, Zhigang Liu, Qiao Li, Zhiwei Han, Alfredo Núñez:
High-Precision Detection Method for Structure Parameters of Catenary Cantilever Devices Using 3-D Point Cloud Data. IEEE Trans. Instrum. Meas. 70: 1-11 (2021) - [j61]Wenqiang Liu, Zhigang Liu, Yuyang Li, Hui Wang, Cheng Yang, Dan Wang, Donghai Zhai:
An Automatic Loose Defect Detection Method for Catenary Bracing Wire Components Using Deep Convolutional Neural Networks and Image Processing. IEEE Trans. Instrum. Meas. 70: 1-14 (2021) - [j60]Yang Song, Hongrui Wang, Zhigang Liu:
An Investigation on the Current Collection Quality of Railway Pantograph-Catenary Systems With Contact Wire Wear Degradations. IEEE Trans. Instrum. Meas. 70: 1-11 (2021) - [j59]Junping Zhong, Zhigang Liu, Hongrui Wang, Wenqiang Liu, Cheng Yang, Zhiwei Han, Alfredo Núñez:
A Looseness Detection Method for Railway Catenary Fasteners Based on Reinforcement Learning Refined Localization. IEEE Trans. Instrum. Meas. 70: 1-13 (2021) - [j58]Zongsheng Zheng, Yijun Xu, Lamine Mili, Zhigang Liu, Long Peng, Yuhong Wang:
Derivative-Free Observability Analysis of a Stochastic Dynamical System. IEEE Trans. Netw. Sci. Eng. 8(3): 2426-2437 (2021) - [j57]Ibrahim Adamu Tasiu, Zhigang Liu, Qixiang Yan, Hong Chen, Keting Hu, Siqi Wu:
Fuzzy Observer-Based Control for the Traction Dual Rectifiers in High-Speed Train. IEEE Trans. Veh. Technol. 70(1): 303-318 (2021) - [j56]Wenqian Yu, Zhigang Liu, Ibrahim Adamu Tasiu:
Virtual Inertia Control Strategy of Traction Converter in High-Speed Railways Based on Feedback Linearization of Sliding Mode Observer. IEEE Trans. Veh. Technol. 70(11): 11390-11403 (2021) - [c17]Zongsheng Zheng, Lu Lu, Yi Yu, Rodrigo C. de Lamare, Zhigang Liu:
FxlogRLP: The Filtered-X Logarithmic Recursive Least P-Power Algorithm. SSP 2021: 16-20 - 2020
- [j55]Yuting Zhang, Siqi Wu, Zhigang Liu, Qixiang Yan, Tao Chen:
An Approach to Improve System Performance in the Vehicle-Grid System Using Sliding Mode Control Under Multiple Operation Conditions. IEEE Access 8: 11084-11095 (2020) - [j54]Wenqiang Liu, Zhigang Liu, Alfredo Núñez, Zhiwei Han:
Unified Deep Learning Architecture for the Detection of All Catenary Support Components. IEEE Access 8: 17049-17059 (2020) - [j53]Hong Chen, Wenqian Yu, Zhigang Liu, Qixiang Yan, Ibrahim Adamu Tasiu, Zhiwei Han:
Low-Frequency Instability Induced by Hopf Bifurcation in a Single-Phase Converter Connected to Non-Ideal Power Grid. IEEE Access 8: 62871-62882 (2020) - [j52]Keting Hu, Zhigang Liu, Yongheng Yang, Francesco Iannuzzo, Frede Blaabjerg:
Ensuring a Reliable Operation of Two-Level IGBT-Based Power Converters: A Review of Monitoring and Fault-Tolerant Approaches. IEEE Access 8: 89988-90022 (2020) - [j51]Ye Han, Zhigang Liu, Yang Lyu, Kai Liu, Changjiang Li, Wenxuan Zhang:
Deep learning-based visual ensemble method for high-speed railway catenary clevis fracture detection. Neurocomputing 396: 556-568 (2020) - [j50]Zongsheng Zheng, Zhigang Liu:
Influence of input noises on the mean-square performance of the normalized subband adaptive filter algorithm. J. Frankl. Inst. 357(2): 1318-1330 (2020) - [j49]Zongsheng Zheng, Zhigang Liu, Xiaobing Lu:
Robust normalized subband adaptive filter algorithm against impulsive noises and noisy inputs. J. Frankl. Inst. 357(5): 3113-3134 (2020) - [j48]Fuchuan Duan, Zhigang Liu, Donghai Zhai, Anders Rønnquist:
A Siamese Network-Based Non-Contact Measurement Method for Railway Catenary Uplift Trained in a Free Vibration Test. Sensors 20(14): 3984 (2020) - [j47]Zongsheng Zheng, Junbo Zhao, Lamine Mili, Zhigang Liu:
Robust Unscented Unbiased Minimum-Variance Estimator for Nonlinear System Dynamic State Estimation With Unknown Inputs. IEEE Signal Process. Lett. 27: 376-380 (2020) - [j46]Zongsheng Zheng, Zhigang Liu, Junbo Zhao:
Bias-Compensated Sparsity-Aware NLMM Algorithms for Robust Adaptive Echo Cancellation. IEEE Trans. Circuits Syst. I Regul. Pap. 67-I(7): 2383-2396 (2020) - [j45]Zongsheng Zheng, Zhigang Liu:
Steady-State Mean-Square Performance Analysis of the Affine Projection Sign Algorithm. IEEE Trans. Circuits Syst. II Express Briefs 67-II(10): 2244-2248 (2020) - [j44]Zhigang Liu, Kai Liu, Junping Zhong, Zhiwei Han, Wenxuan Zhang:
A High-Precision Positioning Approach for Catenary Support Components With Multiscale Difference. IEEE Trans. Instrum. Meas. 69(3): 700-711 (2020) - [j43]Yang Lyu, Zhiwei Han, Junping Zhong, Changjiang Li, Zhigang Liu:
A Generic Anomaly Detection of Catenary Support Components Based on Generative Adversarial Networks. IEEE Trans. Instrum. Meas. 69(5): 2439-2448 (2020) - [j42]Zhiwei Han, Changjiang Yang, Zhigang Liu:
Cantilever Structure Segmentation and Parameters Detection Based on Concavity and Convexity of 3-D Point Clouds. IEEE Trans. Instrum. Meas. 69(6): 3026-3036 (2020) - [j41]Zhigang Liu, Yang Lyu, Liyou Wang, Zhiwei Han:
Detection Approach Based on an Improved Faster RCNN for Brace Sleeve Screws in High-Speed Railways. IEEE Trans. Instrum. Meas. 69(7): 4395-4403 (2020) - [j40]Yang Song, Zhigang Liu, Anders Rønnquist, Petter Nåvik, Zhendong Liu:
Contact Wire Irregularity Stochastics and Effect on High-Speed Railway Pantograph-Catenary Interactions. IEEE Trans. Instrum. Meas. 69(10): 8196-8206 (2020) - [j39]Wenqiang Liu, Zhigang Liu, Hui Wang, Zhiwei Han:
An Automated Defect Detection Approach for Catenary Rod-Insulator Textured Surfaces Using Unsupervised Learning. IEEE Trans. Instrum. Meas. 69(10): 8411-8423 (2020) - [j38]Hongrui Wang, Alfredo Núñez, Zhigang Liu, Dongliang Zhang, Rolf P. B. J. Dollevoet:
A Bayesian Network Approach for Condition Monitoring of High-Speed Railway Catenaries. IEEE Trans. Intell. Transp. Syst. 21(10): 4037-4051 (2020) - [j37]Yang Song, Zhigang Liu, Xiaobing Lu:
Dynamic Performance of High-Speed Railway Overhead Contact Line Interacting With Pantograph Considering Local Dropper Defect. IEEE Trans. Veh. Technol. 69(6): 5958-5967 (2020) - [j36]Zhao Xu, Yang Song, Zhigang Liu:
Effective Measures to Improve Current Collection Quality for Double Pantographs and Catenary Based on Wave Propagation Analysis. IEEE Trans. Veh. Technol. 69(6): 6299-6309 (2020) - [c16]Wenqiang Liu, Dan Wang, Yuyang Li, Cheng Yang, Hui Wang, Zhigang Liu:
An Automatic Fracture Defect Detection Approach for Current-carrying Rings of Catenary Droppers Using A Multi-task Neural Network. ICACI 2020: 591-596
2010 – 2019
- 2019
- [j35]Zhigang Liu, Shuang Liu, Zhiyuan Li, Ibrahim Adamu Tasiu:
A Novel Approach Based on Extended State Observer Sliding Mode Control to Suppress Voltage Low Frequency Oscillation of Traction Network. IEEE Access 7: 52440-52454 (2019) - [j34]Ke Huang, Zhigang Liu, Xin Li:
Research on Electromagnetic Transient Processes of Long Marshalling High-Speed Train Passing Articulated Split-Phase Region. IEEE Access 7: 78597-78615 (2019) - [j33]Qiao Zhang, Wenli Fan, Ziyang Qiu, Zhigang Liu, Jing Zhang:
A New Identification Approach of Power System Vulnerable Lines Based on Weighed H-Index. IEEE Access 7: 121421-121431 (2019) - [j32]Jing Zhang, Hantao Zhang, Baolin Song, Songlin Xie, Zhigang Liu:
A New Active Control Strategy for Pantograph in High-Speed Electrified Railways Based on Multi-Objective Robust Control. IEEE Access 7: 173719-173730 (2019) - [j31]Zongsheng Zheng, Junbo Zhao, Lamine Mili, Zhigang Liu, Shaobu Wang:
Unscented Kalman Filter-Based Unbiased Minimum-Variance Estimation for Nonlinear Systems With Unknown Inputs. IEEE Signal Process. Lett. 26(8): 1162-1166 (2019) - [j30]Zhigang Liu, Zhaozhao Geng, Siqi Wu, Xinxuan Hu, Zhixue Zhang:
A Passivity-Based Control of Euler-Lagrange Model for Suppressing Voltage Low-Frequency Oscillation in High-Speed Railway. IEEE Trans. Ind. Informatics 15(10): 5551-5560 (2019) - [j29]Junping Zhong, Zhigang Liu, Zhiwei Han, Ye Han, Wenxuan Zhang:
A CNN-Based Defect Inspection Method for Catenary Split Pins in High-Speed Railway. IEEE Trans. Instrum. Meas. 68(8): 2849-2860 (2019) - [j28]Hongrui Wang, Zhigang Liu, Alfredo Núñez, Rolf P. B. J. Dollevoet:
Entropy-Based Local Irregularity Detection for High-Speed Railway Catenaries With Frequent Inspections. IEEE Trans. Instrum. Meas. 68(10): 3536-3547 (2019) - [c15]Yang Lyu, Zhiwei Han, Junping Zhong, Changjiang Li, Zhigang Liu:
A GAN-Based Anomaly Detection Method for Isoelectric Line in High-Speed Railway. I2MTC 2019: 1-6 - [c14]Wenqiang Liu, Zhigang Liu, Alfredo Núñez:
Virtual Reality and Convolutional Neural Networks for Railway Catenary Support Components Monitoring. ITSC 2019: 2183-2188 - 2018
- [j27]Keting Hu, Zhigang Liu, Francesco Iannuzzo, Frede Blaabjerg:
Simple and effective open switch fault diagnosis of single-phase PWM rectifier. Microelectron. Reliab. 88-90: 423-427 (2018) - [j26]Zongsheng Zheng, Zhigang Liu, Yinxia Dong:
Steady-State and Tracking Analyses of the Improved Proportionate Affine Projection Algorithm. IEEE Trans. Circuits Syst. II Express Briefs 65-II(11): 1793-1797 (2018) - [j25]Zhigang Liu, Liyou Wang, Changjiang Li, Zhiwei Han:
A High-Precision Loose Strands Diagnosis Approach for Isoelectric Line in High-Speed Railway. IEEE Trans. Ind. Informatics 14(3): 1067-1077 (2018) - [j24]Junwen Chen, Zhigang Liu, Hongrui Wang, Alfredo Núñez, Zhiwei Han:
Automatic Defect Detection of Fasteners on the Catenary Support Device Using Deep Convolutional Neural Network. IEEE Trans. Instrum. Meas. 67(2): 257-269 (2018) - [c13]Zhigang Liu, Junping Zhong, Yang Lyu, Kai Liu, Ye Han, Liyou Wang, Wenqiang Liu:
Location and fault detection of catenary support components based on deep learning. I2MTC 2018: 1-6 - 2017
- [j23]Zongsheng Zheng, Zhigang Liu, Haiquan Zhao:
Bias-Compensated Normalized Least-Mean Fourth Algorithm for Noisy Input. Circuits Syst. Signal Process. 36(9): 3864-3873 (2017) - [j22]Shuangshuang Lin, Zhigang Liu, Keting Hu:
Traction Inverter Open Switch Fault Diagnosis Based on Choi-Williams Distribution Spectral Kurtosis and Wavelet-Packet Energy Shannon Entropy. Entropy 19(9): 504 (2017) - [j21]Hongrui Wang, Zhigang Liu, Yang Song, Xiaobing Lu:
Ensemble EMD-based signal denoising using modified interval thresholding. IET Signal Process. 11(4): 452-461 (2017) - [j20]Zongsheng Zheng, Zhigang Liu, Ming Huang:
Diffusion least mean square/fourth algorithm for distributed estimation. Signal Process. 134: 268-274 (2017) - [j19]Zongsheng Zheng, Zhigang Liu, Haiquan Zhao, Yi Yu, Lu Lu:
Robust Set-Membership Normalized Subband Adaptive Filtering Algorithms and Their Application to Acoustic Echo Cancellation. IEEE Trans. Circuits Syst. I Regul. Pap. 64-I(8): 2098-2111 (2017) - [j18]Zhigang Liu, Keting Hu:
A Model-Based Diagnosis System for a Traction Power Supply System. IEEE Trans. Ind. Informatics 13(6): 2834-2843 (2017) - [j17]Ke Huang, Zhigang Liu, Feng Zhu, Zongsheng Zheng, Ye Cheng:
Evaluation Scheme for EMI of Train Body Voltage Fluctuation on the BCU Speed Sensor Measurement. IEEE Trans. Instrum. Meas. 66(5): 1046-1057 (2017) - [j16]Zhigang Liu, Wenqiang Liu, Zhiwei Han:
A High-Precision Detection Approach for Catenary Geometry Parameters of Electrical Railway. IEEE Trans. Instrum. Meas. 66(7): 1798-1808 (2017) - [j15]Xiaobing Lu, Zhigang Liu, Jing Zhang, Hongrui Wang, Yang Song, Fuchuan Duan:
Prior-Information-Based Finite-Frequency H∞ Control for Active Double Pantograph in High-Speed Railway. IEEE Trans. Veh. Technol. 66(10): 8723-8733 (2017) - [c12]Hongrui Wang, Zhigang Liu, Alfredo Núñez, Rolf P. B. J. Dollevoet:
Identification of the catenary structure wavelength using pantograph head acceleration measurements. I2MTC 2017: 1-6 - [i1]Zongsheng Zheng, Zhigang Liu:
Diffusion L0-norm constraint improved proportionate LMS algorithm for sparse distributed estimation. CoRR abs/1703.08284 (2017) - 2016
- [j14]Keting Hu, Zhigang Liu, Shuangshuang Lin:
Wavelet Entropy-Based Traction Inverter Open Switch Fault Diagnosis in High-Speed Railways. Entropy 18(3): 78 (2016) - [j13]Zhigang Liu, Chenxi Dai, Keting Hu, Shiyu He:
A New Search Algorithm of MBD Based on Spider Web and Its Application in Power Distribution Network Fault Diagnosis. Int. J. Artif. Intell. Tools 25(2): 1650002:1-1650002:22 (2016) - [j12]Hongrui Wang, Zhigang Liu, Yang Song, Xiaobing Lu, Zhiwei Han, Jing Zhang, Ying Wang:
Detection of Contact Wire Irregularities Using a Quadratic Time-Frequency Representation of the Pantograph-Catenary Contact Force. IEEE Trans. Instrum. Meas. 65(6): 1385-1397 (2016) - [j11]Zhigang Liu, Hongrui Wang, Rolf P. B. J. Dollevoet, Yang Song, Alfredo Núñez, Jing Zhang:
Ensemble EMD-Based Automatic Extraction of the Catenary Structure Wavelength From the Pantograph-Catenary Contact Force. IEEE Trans. Instrum. Meas. 65(10): 2272-2283 (2016) - [c11]Ye Han, Zhigang Liu, Dah-Jye Lee, Guinan Zhang, Miao Deng:
High-speed railway rod-insulator detection using segment clustering and deformable part models. ICIP 2016: 3852-3856 - 2015
- [j10]Zhigang Liu, Yan Cui, Wenhui Li:
Combined Power Quality Disturbances Recognition Using Wavelet Packet Entropies and S-Transform. Entropy 17(8): 5811-5828 (2015) - [j9]Zhigang Liu, Yan Cui, Wenhui Li:
A Classification Method for Complex Power Quality Disturbances Using EEMD and Rank Wavelet SVM. IEEE Trans. Smart Grid 6(4): 1678-1685 (2015) - 2014
- [j8]Zhigang Liu, Zhiwei Han:
Fault diagnosis of electric railway traction substation with model-based relation guiding algorithm. Expert Syst. Appl. 41(4): 1730-1741 (2014) - [j7]Zhigang Liu, Qiaoge Zhang, Zhiwei Han, Gang Chen:
A new classification method for transient power quality combining spectral kurtosis with neural network. Neurocomputing 125: 95-101 (2014) - [j6]Zhigang Liu, Qiaolin Hu, Yan Cui, Qiaoge Zhang:
A new detection approach of transient disturbances combining wavelet packet and Tsallis entropy. Neurocomputing 142: 393-407 (2014) - [j5]Zhigang Liu, Wanlu Sun, Jiajun Zeng:
A new short-term load forecasting method of power system based on EEMD and SS-PSO. Neural Comput. Appl. 24(3-4): 973-983 (2014) - [j4]Zhigang Liu, Qiaoge Zhang:
An Approach to Recognize the Transient Disturbances With Spectral Kurtosis. IEEE Trans. Instrum. Meas. 63(1): 46-55 (2014) - [j3]Zhigang Liu, Zhiwei Han, Yang Zhang, Qiaoge Zhang:
Multiwavelet Packet Entropy and its Application in Transmission Line Fault Recognition and Classification. IEEE Trans. Neural Networks Learn. Syst. 25(11): 2043-2052 (2014) - [c10]Song Gao, Chenxi Dai, Zhigang Liu, Xiao Geng:
Application of BPSO with GA in model-based fault diagnosis of traction substation. IEEE Congress on Evolutionary Computation 2014: 2063-2069 - [c9]Jianfang Xu, Zhigang Liu, Chenxi Dai:
A novel algorithm to solve the minimal hitting sets in MBD. FUZZ-IEEE 2014: 1150-1155 - [c8]Chenxi Dai, Zhigang Liu, Yan Cui:
The transformer fault diagnosis combing KPCA with PNN. IJCNN 2014: 1314-1319 - 2013
- [j2]Zhigang Liu, Wenfan Li, Wanlu Sun:
A novel method of short-term load forecasting based on multiwavelet transform and multiple neural networks. Neural Comput. Appl. 22(2): 271-277 (2013) - [c7]Ling Zhu, Zhigang Liu, Qiaoge Zhang, Qiaolin Hu:
An Approach of Power Quality Disturbances Recognition Based on EEMD and Probabilistic Neural Network. ISNN (1) 2013: 505-513 - 2012
- [c6]Qiaoge Zhang, Zhigang Liu, Gang Chen:
The Recognition Study of Impulse and Oscillation Transient Based on Spectral Kurtosis and Neural Network. ISNN (2) 2012: 56-63 - 2011
- [c5]Wanlu Sun, Zhigang Liu, Wenfan Li:
Power System Load Forecasting Based on EEMD and ANN. ISNN (1) 2011: 429-436 - [c4]Xiaofan Lu, Zhigang Liu, Zhiwei Han, Feng Wu:
A Parallel Wavelet Algorithm Based on Multi-core System and Its Application in the Massive Data Compression. ISNN (3) 2011: 442-449 - 2010
- [c3]Zhigang Liu, Weili Bai, Gang Chen:
A New Short-Term Load Forecasting Model of Power System Based on HHT and ANN. ISNN (2) 2010: 448-454
2000 – 2009
- 2008
- [j1]Zhigang Liu, Qi Wang, Yongdong Tan:
The Study of Maglev Train Control and Diagnosis Networks Based on Role Automation Decentralization. IEICE Trans. Inf. Syst. 91-D(9): 2285-2292 (2008) - [c2]Zhigang Liu, Qi Wang, Yajun Zhang:
Combining Multi Wavelet and Multi NN for Power Systems Load Forecasting. ISNN (2) 2008: 666-673 - 2005
- [c1]Zhigang Liu, Zhengyou He, Dabo Zhang, Yajun Zhang:
The study of Maglev train diagnosis system based on ADS' ideas. ISADS 2005: 224-229
Coauthor Index
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Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-11-25 22:42 CET by the dblp team
all metadata released as open data under CC0 1.0 license
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since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
