Zhigang Liu
Orcid: 0000-0003-4154-5587Affiliations:
- Southwest Jiaotong University, School of Electrical Engineering, Chengdu, China
According to our database1,
Zhigang Liu
authored at least 100 papers
between 2005 and 2024.
Collaborative distances:
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Bibliography
2024
Suppression of Railway Catenary Galloping Based on Structural Parameters' Optimization.
Sensors, February, 2024
LLD-MFCOS: A Multiscale Anchor-Free Detector Based on Label Localization Distillation for Wheelset Tread Defect Detection.
IEEE Trans. Instrum. Meas., 2024
2023
Influence of Electric Traction Drive System Harmonics and Interharmonics on the Vibration of Key Locomotive Components.
IEEE Trans. Veh. Technol., October, 2023
Study on Aerodynamic Instability and Galloping Response of Rail Overhead Contact Line Based on Wind Tunnel Tests.
IEEE Trans. Veh. Technol., June, 2023
Deep Reinforcement Learning Based Active Pantograph Control Strategy in High-Speed Railway.
IEEE Trans. Veh. Technol., 2023
IEEE Trans. Instrum. Meas., 2023
Dynamic Characteristics of Electric Shoegear and Conductor Rail System Considering the Track Irregularities.
IEEE Trans. Instrum. Meas., 2023
2022
IEEE Trans. Veh. Technol., 2022
A Multi-Frequency DQ Impedance Measurement Algorithm for Single-Phase Vehicle-Grid System in Electrified Railways.
IEEE Trans. Veh. Technol., 2022
Adversarial Reconstruction Based on Tighter Oriented Localization for Catenary Insulator Defect Detection in High-Speed Railways.
IEEE Trans. Intell. Transp. Syst., 2022
IEEE Trans. Instrum. Meas., 2022
Stress Analysis and Fatigue Life Prediction of Contact Wire Located at Steady Arms in High-Speed Railway Catenary System.
IEEE Trans. Instrum. Meas., 2022
Study on the Dynamic Performance of High-Speed Railway Catenary System With Small Encumbrance.
IEEE Trans. Instrum. Meas., 2022
Crosswind Effects on Current Collection Quality of Railway Pantograph-Catenary: A Case Study in Chengdu-Chongqing Passenger Special Line.
IEEE Trans. Instrum. Meas., 2022
Assessment of Dynamic Interaction Performance of High-Speed Pantograph and Overhead Conductor Rail System.
IEEE Trans. Instrum. Meas., 2022
An improved unscented Kalman filter for nonlinear systems with one-step randomly delayed measurement and unknown latency probability.
Digit. Signal Process., 2022
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., 2022
2021
Virtual Inertia Control Strategy of Traction Converter in High-Speed Railways Based on Feedback Linearization of Sliding Mode Observer.
IEEE Trans. Veh. Technol., 2021
IEEE Trans. Veh. Technol., 2021
IEEE Trans. Netw. Sci. Eng., 2021
A Looseness Detection Method for Railway Catenary Fasteners Based on Reinforcement Learning Refined Localization.
IEEE Trans. Instrum. Meas., 2021
An Investigation on the Current Collection Quality of Railway Pantograph-Catenary Systems With Contact Wire Wear Degradations.
IEEE Trans. Instrum. Meas., 2021
An Automatic Loose Defect Detection Method for Catenary Bracing Wire Components Using Deep Convolutional Neural Networks and Image Processing.
IEEE Trans. Instrum. Meas., 2021
High-Precision Detection Method for Structure Parameters of Catenary Cantilever Devices Using 3-D Point Cloud Data.
IEEE Trans. Instrum. Meas., 2021
A Multilevel Feature and Structure Prior Information-Based Positioning Approach for Catenary Support Components.
IEEE Trans. Instrum. Meas., 2021
Vibration Measurement and Wave Reflection Analysis in an Electrified Railway Catenary Based on Analytical Methods.
IEEE Trans. Instrum. Meas., 2021
Proceedings of the IEEE Statistical Signal Processing Workshop, 2021
2020
Effective Measures to Improve Current Collection Quality for Double Pantographs and Catenary Based on Wave Propagation Analysis.
IEEE Trans. Veh. Technol., 2020
Dynamic Performance of High-Speed Railway Overhead Contact Line Interacting With Pantograph Considering Local Dropper Defect.
IEEE Trans. Veh. Technol., 2020
A Bayesian Network Approach for Condition Monitoring of High-Speed Railway Catenaries.
IEEE Trans. Intell. Transp. Syst., 2020
Contact Wire Irregularity Stochastics and Effect on High-Speed Railway Pantograph-Catenary Interactions.
IEEE Trans. Instrum. Meas., 2020
A Generic Anomaly Detection of Catenary Support Components Based on Generative Adversarial Networks.
IEEE Trans. Instrum. Meas., 2020
A High-Precision Positioning Approach for Catenary Support Components With Multiscale Difference.
IEEE Trans. Instrum. Meas., 2020
An Automated Defect Detection Approach for Catenary Rod-Insulator Textured Surfaces Using Unsupervised Learning.
IEEE Trans. Instrum. Meas., 2020
Detection Approach Based on an Improved Faster RCNN for Brace Sleeve Screws in High-Speed Railways.
IEEE Trans. Instrum. Meas., 2020
Cantilever Structure Segmentation and Parameters Detection Based on Concavity and Convexity of 3-D Point Clouds.
IEEE Trans. Instrum. Meas., 2020
Bias-Compensated Sparsity-Aware NLMM Algorithms for Robust Adaptive Echo Cancellation.
IEEE Trans. Circuits Syst. I Regul. Pap., 2020
Steady-State Mean-Square Performance Analysis of the Affine Projection Sign Algorithm.
IEEE Trans. Circuits Syst. II Express Briefs, 2020
Robust Unscented Unbiased Minimum-Variance Estimator for Nonlinear System Dynamic State Estimation With Unknown Inputs.
IEEE Signal Process. Lett., 2020
A Siamese Network-Based Non-Contact Measurement Method for Railway Catenary Uplift Trained in a Free Vibration Test.
Sensors, 2020
Robust normalized subband adaptive filter algorithm against impulsive noises and noisy inputs.
J. Frankl. Inst., 2020
Influence of input noises on the mean-square performance of the normalized subband adaptive filter algorithm.
J. Frankl. Inst., 2020
Deep learning-based visual ensemble method for high-speed railway catenary clevis fracture detection.
Neurocomputing, 2020
An Approach to Improve System Performance in the Vehicle-Grid System Using Sliding Mode Control Under Multiple Operation Conditions.
IEEE Access, 2020
Unified Deep Learning Architecture for the Detection of All Catenary Support Components.
IEEE Access, 2020
Ensuring a Reliable Operation of Two-Level IGBT-Based Power Converters: A Review of Monitoring and Fault-Tolerant Approaches.
IEEE Access, 2020
Low-Frequency Instability Induced by Hopf Bifurcation in a Single-Phase Converter Connected to Non-Ideal Power Grid.
IEEE Access, 2020
An Automatic Fracture Defect Detection Approach for Current-carrying Rings of Catenary Droppers Using A Multi-task Neural Network.
Proceedings of the 12th International Conference on Advanced Computational Intelligence, 2020
2019
IEEE Trans. Instrum. Meas., 2019
Entropy-Based Local Irregularity Detection for High-Speed Railway Catenaries With Frequent Inspections.
IEEE Trans. Instrum. Meas., 2019
A Passivity-Based Control of Euler-Lagrange Model for Suppressing Voltage Low-Frequency Oscillation in High-Speed Railway.
IEEE Trans. Ind. Informatics, 2019
Unscented Kalman Filter-Based Unbiased Minimum-Variance Estimation for Nonlinear Systems With Unknown Inputs.
IEEE Signal Process. Lett., 2019
A New Active Control Strategy for Pantograph in High-Speed Electrified Railways Based on Multi-Objective Robust Control.
IEEE Access, 2019
A New Identification Approach of Power System Vulnerable Lines Based on Weighed H-Index.
IEEE Access, 2019
A Novel Approach Based on Extended State Observer Sliding Mode Control to Suppress Voltage Low Frequency Oscillation of Traction Network.
IEEE Access, 2019
Research on Electromagnetic Transient Processes of Long Marshalling High-Speed Train Passing Articulated Split-Phase Region.
IEEE Access, 2019
Virtual Reality and Convolutional Neural Networks for Railway Catenary Support Components Monitoring.
Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2019
2018
Automatic Defect Detection of Fasteners on the Catenary Support Device Using Deep Convolutional Neural Network.
IEEE Trans. Instrum. Meas., 2018
A High-Precision Loose Strands Diagnosis Approach for Isoelectric Line in High-Speed Railway.
IEEE Trans. Ind. Informatics, 2018
Steady-State and Tracking Analyses of the Improved Proportionate Affine Projection Algorithm.
IEEE Trans. Circuits Syst. II Express Briefs, 2018
Microelectron. Reliab., 2018
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2018
2017
Prior-Information-Based Finite-Frequency H<sub>∞</sub> Control for Active Double Pantograph in High-Speed Railway.
IEEE Trans. Veh. Technol., 2017
A High-Precision Detection Approach for Catenary Geometry Parameters of Electrical Railway.
IEEE Trans. Instrum. Meas., 2017
Evaluation Scheme for EMI of Train Body Voltage Fluctuation on the BCU Speed Sensor Measurement.
IEEE Trans. Instrum. Meas., 2017
IEEE Trans. Ind. Informatics, 2017
Robust Set-Membership Normalized Subband Adaptive Filtering Algorithms and Their Application to Acoustic Echo Cancellation.
IEEE Trans. Circuits Syst. I Regul. Pap., 2017
Signal Process., 2017
IET Signal Process., 2017
Traction Inverter Open Switch Fault Diagnosis Based on Choi-Williams Distribution Spectral Kurtosis and Wavelet-Packet Energy Shannon Entropy.
Entropy, 2017
Circuits Syst. Signal Process., 2017
Diffusion L0-norm constraint improved proportionate LMS algorithm for sparse distributed estimation.
CoRR, 2017
Identification of the catenary structure wavelength using pantograph head acceleration measurements.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2017
2016
Detection of Contact Wire Irregularities Using a Quadratic Time-Frequency Representation of the Pantograph-Catenary Contact Force.
IEEE Trans. Instrum. Meas., 2016
Ensemble EMD-Based Automatic Extraction of the Catenary Structure Wavelength From the Pantograph-Catenary Contact Force.
IEEE Trans. Instrum. Meas., 2016
A New Search Algorithm of MBD Based on Spider Web and Its Application in Power Distribution Network Fault Diagnosis.
Int. J. Artif. Intell. Tools, 2016
Wavelet Entropy-Based Traction Inverter Open Switch Fault Diagnosis in High-Speed Railways.
Entropy, 2016
High-speed railway rod-insulator detection using segment clustering and deformable part models.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
2015
A Classification Method for Complex Power Quality Disturbances Using EEMD and Rank Wavelet SVM.
IEEE Trans. Smart Grid, 2015
Combined Power Quality Disturbances Recognition Using Wavelet Packet Entropies and S-Transform.
Entropy, 2015
2014
Multiwavelet Packet Entropy and its Application in Transmission Line Fault Recognition and Classification.
IEEE Trans. Neural Networks Learn. Syst., 2014
IEEE Trans. Instrum. Meas., 2014
Neural Comput. Appl., 2014
A new classification method for transient power quality combining spectral kurtosis with neural network.
Neurocomputing, 2014
A new detection approach of transient disturbances combining wavelet packet and Tsallis entropy.
Neurocomputing, 2014
Fault diagnosis of electric railway traction substation with model-based relation guiding algorithm.
Expert Syst. Appl., 2014
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014
Proceedings of the IEEE Congress on Evolutionary Computation, 2014
2013
A novel method of short-term load forecasting based on multiwavelet transform and multiple neural networks.
Neural Comput. Appl., 2013
An Approach of Power Quality Disturbances Recognition Based on EEMD and Probabilistic Neural Network.
Proceedings of the Advances in Neural Networks - ISNN 2013, 2013
2012
The Recognition Study of Impulse and Oscillation Transient Based on Spectral Kurtosis and Neural Network.
Proceedings of the Advances in Neural Networks - ISNN 2012, 2012
2011
Proceedings of the Advances in Neural Networks - ISNN 2011, 2011
A Parallel Wavelet Algorithm Based on Multi-core System and Its Application in the Massive Data Compression.
Proceedings of the Advances in Neural Networks - ISNN 2011, 2011
2010
Proceedings of the Advances in Neural Networks, 2010
2008
The Study of Maglev Train Control and Diagnosis Networks Based on Role Automation Decentralization.
IEICE Trans. Inf. Syst., 2008
Proceedings of the Advances in Neural Networks, 2008
2005
Proceedings of the 2005 International Symposium on Autonomous Decentralized Systems, 2005