AMDT Lab AI + Electric Motors

Publications

We aim to combine artificial intelligence with electric motors to solve some tough problems, and we believe we are the pioneers in this field! The related outputs are mainly published in IEEE transactions; you can find the details below.

Highlighted

Plant-Physics-Guided Neural Network Control for Permanent Magnet Synchronous Motors
Plant-Physics-Guided Neural Network Control for Permanent Magnet Synchronous Motors
Zhenxiao Yin, Xu Chen, Yang Shen, Xiangdong Su, Dianxun Xiao, Dirk Abel, Hang Zhao
IEEE Journal of Selected Topics in Signal Processing  ·  01 Jan 2025  ·  doi:10.1109/jstsp.2024.3430822
Form Induced State-Drop Compensator: Compensation Scheme in Electric Motors With Zero-Speed Drop
Form Induced State-Drop Compensator: Compensation Scheme in Electric Motors With Zero-Speed Drop
Zhenxiao Yin, Shaoliang Zhou, Yujia Zhang, Yuxuan Liang, Dianxun Xiao, Hang Zhao
IEEE Transactions on Power Electronics  ·  01 May 2025  ·  doi:10.1109/tpel.2025.3532627
Intelligent Online Sparse Bayesian Learning for Encoderless Motor Control With Modified Observation Reaching Law
Intelligent Online Sparse Bayesian Learning for Encoderless Motor Control With Modified Observation Reaching Law
Xueyan Wang, Fobao Zhou, Zhenxiao Yin, Yuxuan Liang, Yang Shen, Hang Zhao
IEEE Transactions on Power Electronics  ·  25 Jul 2025  ·  10.1109/TPEL.2025.3592752

All

2025

Intelligent Online Sparse Bayesian Learning for Encoderless Motor Control With Modified Observation Reaching Law
Intelligent Online Sparse Bayesian Learning for Encoderless Motor Control With Modified Observation Reaching Law
Xueyan Wang, Fobao Zhou, Zhenxiao Yin, Yuxuan Liang, Yang Shen, Hang Zhao
IEEE Transactions on Power Electronics  ·  25 Jul 2025  ·  10.1109/TPEL.2025.3592752
Design of a 2-Stator-Module Flux-Switching Permanent-Magnet Resolver With Flux-Leakage Switching Principle
Design of a 2-Stator-Module Flux-Switching Permanent-Magnet Resolver With Flux-Leakage Switching Principle
Wenyuan Mi, Jincheng Yu, Fei Zhao, Yifei Wang, Hang Zhao
IEEE Transactions on Industrial Electronics  ·  10 Jul 2025  ·  doi:10.1109/TIE.2025.3582594
Enhancing Low-Carrier-Ratio Induction Motors with Pulse Pattern Control for Peak-to-peak Torque Ripple Optimization
Enhancing Low-Carrier-Ratio Induction Motors with Pulse Pattern Control for Peak-to-peak Torque Ripple Optimization
Yang Shen, Yujia Zhang, Zhenxiao Yin, Guofeng Yuan, Dianxun Xiao, Hang Zhao
IEEE Transactions on Transportation Electrification  ·  10 Jul 2025  ·  doi:10.1109/TTE.2025.3587289
Well-Conditioned Identifiability Criteria With Observability Degree for Parameter Estimation of Permanent Magnet Synchronous Motors
Well-Conditioned Identifiability Criteria With Observability Degree for Parameter Estimation of Permanent Magnet Synchronous Motors
Xinghao Wang, Hao Jing, Zifeng Chen, Dehui Luo, Hang Zhao, Xueqing Wang, Dianxun Xiao
IEEE Transactions on Transportation Electrification  ·  01 Jun 2025  ·  doi:10.1109/tte.2024.3524783
Review of surrogate model assisted multi-objective design optimization of electrical machines: New opportunities and challenges
Review of surrogate model assisted multi-objective design optimization of electrical machines: New opportunities and challenges
Liyang Liu, Zequan Li, Haoyu Kang, Yang Xiao, Lu Sun, Hang Zhao, Z.Q. Zhu, Yiming Ma
Renewable and Sustainable Energy Reviews  ·  01 Jun 2025  ·  doi:10.1016/j.rser.2025.115609
Form Induced State-Drop Compensator: Compensation Scheme in Electric Motors With Zero-Speed Drop
Form Induced State-Drop Compensator: Compensation Scheme in Electric Motors With Zero-Speed Drop
Zhenxiao Yin, Shaoliang Zhou, Yujia Zhang, Yuxuan Liang, Dianxun Xiao, Hang Zhao
IEEE Transactions on Power Electronics  ·  01 May 2025  ·  doi:10.1109/tpel.2025.3532627
Torque-Induced-Overshoot Reduction Inspired Compensator for PMSMs Using Motor-Physics Embedded Gaussian Process Regression
Torque-Induced-Overshoot Reduction Inspired Compensator for PMSMs Using Motor-Physics Embedded Gaussian Process Regression
Zhenxiao Yin, Xiaobing Dai, Zewen Yang, Yang Shen, Fang Li, Dianxun Xiao, Hang Zhao
IEEE/ASME Transactions on Mechatronics  ·  01 Apr 2025  ·  doi:10.1109/tmech.2024.3443929
Order-Reduced Nonlinear Semi-Analytical Multiphysics Model for Axial-Flux Motors
Order-Reduced Nonlinear Semi-Analytical Multiphysics Model for Axial-Flux Motors
Xiangdong Su, Fang Li, Zhenxiao Yin, Xuyang Liu, Hang Zhao
IEEE Transactions on Transportation Electrification  ·  01 Jan 2025  ·  doi:10.1109/tte.2025.3543230
Land-sea integrated grid architecture based on electric power-hydrogen coupling and its efficacy for offshore wind power systems: A case study of the coastal grid in Guangdong Province
Land-sea integrated grid architecture based on electric power-hydrogen coupling and its efficacy for offshore wind power systems: A case study of the coastal grid in Guangdong Province
Ke Tan, Haihua Xiao, Hongzhi Zhang, Yunfeng Ma, Hang Zhao
资源科学  ·  01 Jan 2025  ·  doi:10.18402/resci.2025.04.04
Plant-Physics-Guided Neural Network Control for Permanent Magnet Synchronous Motors
Plant-Physics-Guided Neural Network Control for Permanent Magnet Synchronous Motors
Zhenxiao Yin, Xu Chen, Yang Shen, Xiangdong Su, Dianxun Xiao, Dirk Abel, Hang Zhao
IEEE Journal of Selected Topics in Signal Processing  ·  01 Jan 2025  ·  doi:10.1109/jstsp.2024.3430822
Complex-Vector Flux-Linkage Envelope Demodulation for High-Speed Resolver-to-Digital Conversion System
Complex-Vector Flux-Linkage Envelope Demodulation for High-Speed Resolver-to-Digital Conversion System
Wenyuan Mi, Jincheng Yu, Fei Zhao, Guangzhong Dong, Hang Zhao
IEEE Transactions on Industrial Electronics  ·  01 Jan 2025  ·  doi:10.1109/tie.2025.3536538

2024

Ultra-Local Model-Free Predictive Control with Switching Strategy of PMSMs for Two-Phase Stationary Current
Ultra-Local Model-Free Predictive Control with Switching Strategy of PMSMs for Two-Phase Stationary Current
Xueyan Wang, Zhenxiao Yin, Yang Shen, Ming Liu, Hang Zhao
2024 27th International Conference on Electrical Machines and Systems (ICEMS)  ·  26 Nov 2024  ·  doi:10.23919/icems60997.2024.10921336
An Improved Deadbeat Direct Torque and Flux Control of Five-Phase Permanent Magnet Synchronous Motor
An Improved Deadbeat Direct Torque and Flux Control of Five-Phase Permanent Magnet Synchronous Motor
Yujia Zhang, Yang Shen, Zhenxiao Yin, Yuxuan Liang, Hang Zhao
2024 27th International Conference on Electrical Machines and Systems (ICEMS)  ·  26 Nov 2024  ·  doi:10.23919/icems60997.2024.10921194
An Improved Torque Ripple Minimization Pulsewidth Modulation for Induction Motors Under Low Carrier Ratio
An Improved Torque Ripple Minimization Pulsewidth Modulation for Induction Motors Under Low Carrier Ratio
Yang Shen, Yiming Ma, Yujia Zhang, Zhenxiao Yin, Hang Zhao
2024 27th International Conference on Electrical Machines and Systems (ICEMS)  ·  26 Nov 2024  ·  doi:10.23919/icems60997.2024.10921442
Design and Analysis of Fault-Tolerant IPM Considering Bidirectional Electromagnetic-Thermal Coupling Constraints
Design and Analysis of Fault-Tolerant IPM Considering Bidirectional Electromagnetic-Thermal Coupling Constraints
Yiming Ma, Xiangdong Su, Zhenxiao Yin, Yujia Zhang, Hang Zhao
2024 27th International Conference on Electrical Machines and Systems (ICEMS)  ·  26 Nov 2024  ·  doi:10.23919/icems60997.2024.10921139
Design and Optimization of a Dual-Rotor and Flat-Type-Stator Transverse Flux Machine
Design and Optimization of a Dual-Rotor and Flat-Type-Stator Transverse Flux Machine
Zhijun Ou, Hang Zhao, Liyang Liu, Xiangdong Su, Fang Li, Hui Wang
IECON 2024 - 50th Annual Conference of the IEEE Industrial Electronics Society  ·  03 Nov 2024  ·  doi:10.1109/iecon55916.2024.10905988
Characteristic Analysis of Flux Switching Linear Machine for Gravity Energy Storage System
Characteristic Analysis of Flux Switching Linear Machine for Gravity Energy Storage System
Yao Li, Zhijun Ou, Yujun Zhang, Yang Shen, Xueyan Wang, Shaoliang Zhou, Xiaochao Zeng, Hang Zhao
2024 The 9th International Conference on Power and Renewable Energy (ICPRE)  ·  20 Sep 2024  ·  doi:10.1109/icpre62586.2024.10768653
A Comparative Study of V-shaped IPMSMs with Asymmetric and Symmetric Rotors
A Comparative Study of V-shaped IPMSMs with Asymmetric and Symmetric Rotors
Liyang Liu, Yiming Ma, Kang Shuai, Yang Xiao, Haoyu Kang, Zhijun Ou, Hang Zhao
2024 The 9th International Conference on Power and Renewable Energy (ICPRE)  ·  20 Sep 2024  ·  doi:10.1109/icpre62586.2024.10768415
A Switched Ultra-Local Model-Free Predictive Controller for PMSMs
A Switched Ultra-Local Model-Free Predictive Controller for PMSMs
Zhenxiao Yin, Xueyan Wang, Xiangdong Su, Yang Shen, Dianxun Xiao, Hang Zhao
IEEE Transactions on Power Electronics  ·  01 Sep 2024  ·  doi:10.1109/tpel.2024.3399599
Robust Optimization of a Stator Tooth Chamfering IPMSM for Electric Power Steering Applications
Robust Optimization of a Stator Tooth Chamfering IPMSM for Electric Power Steering Applications
Liyang Liu, Yiming Ma, Ruichi Wang, Zequan Li, Lu Sun, Hang Zhao
2024 International Conference on Electrical Machines (ICEM)  ·  01 Sep 2024  ·  doi:10.1109/icem60801.2024.10700320
Design and Analysis of Double-Rotor Flux-Reversal PM Magnetic Differential Motor With Suppressed Rotor Coupling
Design and Analysis of Double-Rotor Flux-Reversal PM Magnetic Differential Motor With Suppressed Rotor Coupling
Tengbo Yang, K. T. Chau, T. W. Ching, Zhiwei Xue, Hang Zhao
IEEE Transactions on Transportation Electrification  ·  01 Sep 2024  ·  doi:10.1109/tte.2023.3330986
General-Purpose High-Speed Position-Sensorless Control of Switched Reluctance Motors Using Single-Phase Adaptive Observer
General-Purpose High-Speed Position-Sensorless Control of Switched Reluctance Motors Using Single-Phase Adaptive Observer
Zifeng Chen, Hao Jing, Xinghao Wang, Xueqing Wang, Gaoliang Fang, Hang Zhao, Dianxun Xiao
IEEE Transactions on Transportation Electrification  ·  01 Sep 2024  ·  doi:10.1109/tte.2023.3326826
Optimal Design of an Interior Permanent Magnet Synchronous Motor for Electric Vehicle Applications Using a Machine Learning-Based Surrogate Model
Optimal Design of an Interior Permanent Magnet Synchronous Motor for Electric Vehicle Applications Using a Machine Learning-Based Surrogate Model
Song Guo, Xiangdong Su, Hang Zhao
Energies  ·  06 Aug 2024  ·  doi:10.3390/en17163864
Design of an Axial-Type Magnetic Gear with Auxiliary Flux-Enhancing Structure
Design of an Axial-Type Magnetic Gear with Auxiliary Flux-Enhancing Structure
Fang Li, Hang Zhao, Xiangdong Su
Energies  ·  03 May 2024  ·  doi:10.3390/en17092207
Selective Harmonic Elimination and Dynamic Enhancement in Magnetic-Characteristic-Free Sensorless Control of SRM Drives at High Speeds
Selective Harmonic Elimination and Dynamic Enhancement in Magnetic-Characteristic-Free Sensorless Control of SRM Drives at High Speeds
Zifeng Chen, Hao Jing, Xinghao Wang, Dehui Luo, Xueqing Wang, Gaoliang Fang, Hang Zhao, Dianxun Xiao
IEEE Transactions on Power Electronics  ·  01 May 2024  ·  doi:10.1109/tpel.2024.3364087
Subdomain Analytical Modeling of a Double-Stator Spoke-Type Permanent Magnet Vernier Machine
Subdomain Analytical Modeling of a Double-Stator Spoke-Type Permanent Magnet Vernier Machine
Xiangdong Su, Hang Zhao, Zhijun Ou, Jincheng Yu, Chunhua Liu
Energies  ·  26 Feb 2024  ·  doi:10.3390/en17051114
Optimization-Based Parameter Estimation for PMSMs Under Unified Observable Conditions
Optimization-Based Parameter Estimation for PMSMs Under Unified Observable Conditions
Xinghao Wang, Hao Jing, Zifeng Chen, Xueqing Wang, Lefei Ge, Hang Zhao, Dianxun Xiao
IEEE Transactions on Power Electronics  ·  01 Feb 2024  ·  doi:10.1109/tpel.2023.3336724

2023

Optimization-Method-Inspired Update Scheme for Neural Network Assisted Control Tuning of PMSMs
Optimization-Method-Inspired Update Scheme for Neural Network Assisted Control Tuning of PMSMs
Zhenxiao Yin, Hang Zhao, Pei Lu, Yang Shen
2023 26th International Conference on Electrical Machines and Systems (ICEMS)  ·  05 Nov 2023  ·  doi:10.1109/icems59686.2023.10344507
A Novel Coupling Control Method for 6-DOF AUVs based on Multi-Motor Cooperation
A Novel Coupling Control Method for 6-DOF AUVs based on Multi-Motor Cooperation
Pei Lu, Zhenxiao Yin, Hang Zhao
2023 26th International Conference on Electrical Machines and Systems (ICEMS)  ·  05 Nov 2023  ·  doi:10.1109/icems59686.2023.10344833
Analytical Model Transfer-Based Surrogate-Assisted Design Optimization for SPMVM Using Structural Similarity
Analytical Model Transfer-Based Surrogate-Assisted Design Optimization for SPMVM Using Structural Similarity
Liyang Liu, Yiming Ma, Ruichi Wang, Zequan Li, Yang Xiao, Hang Zhao
2023 26th International Conference on Electrical Machines and Systems (ICEMS)  ·  05 Nov 2023  ·  doi:10.1109/icems59686.2023.10345329
Multiphysics Research and Loss Calculation Considering the Fluid Regime of the Airgap Based on High-Speed PMSM
Multiphysics Research and Loss Calculation Considering the Fluid Regime of the Airgap Based on High-Speed PMSM
Xiangdong Su, Hang Zhao, Fang Li
2023 26th International Conference on Electrical Machines and Systems (ICEMS)  ·  05 Nov 2023  ·  doi:10.1109/icems59686.2023.10345249
Feasibility Investigation on Sinusoidal-Reluctance Rotor Contour in Variable Reluctance Resolver
Feasibility Investigation on Sinusoidal-Reluctance Rotor Contour in Variable Reluctance Resolver
Wenyuan Mi, Jincheng Yu, Zheng Cai, Hang Zhao, Fei Zhao, Yixiao Luo
IEEE Transactions on Magnetics  ·  01 Nov 2023  ·  doi:10.1109/tmag.2023.3283106
Comparison of Structural Optimization for PMSMs Based on Various Machine Learning Methods
Comparison of Structural Optimization for PMSMs Based on Various Machine Learning Methods
Fang Li, Hang Zhao, Zhenxiao Yin
IECON 2023- 49th Annual Conference of the IEEE Industrial Electronics Society  ·  16 Oct 2023  ·  doi:10.1109/iecon51785.2023.10311838
Learning-Based Control for PMSM Using Distributed Gaussian Processes with Optimal Aggregation Strategy
Learning-Based Control for PMSM Using Distributed Gaussian Processes with Optimal Aggregation Strategy
Zhenxiao Yin, Xiaobing Dai, Zewen Yang, Yang Shen, Georges Hattab, Hang Zhao
IECON 2023- 49th Annual Conference of the IEEE Industrial Electronics Society  ·  16 Oct 2023  ·  doi:10.1109/iecon51785.2023.10312503
Overshoot Reduction Inspired Recurrent RBF Neural Network Controller Design for PMSM
Overshoot Reduction Inspired Recurrent RBF Neural Network Controller Design for PMSM
Zhenxiao Yin, Hang Zhao
2023 IEEE 32nd International Symposium on Industrial Electronics (ISIE)  ·  19 Jun 2023  ·  doi:10.1109/isie51358.2023.10228110
Design Considerations of Outer-Rotor Flux-Modulated Permanent-Magnet In-Wheel Motors
Design Considerations of Outer-Rotor Flux-Modulated Permanent-Magnet In-Wheel Motors
Zekang Huang, Yixiao Luo, Wenyuan Mi, Zheng Cai, Fei Zhao, Hang Zhao, Jincheng Yu
2023 IEEE 32nd International Symposium on Industrial Electronics (ISIE)  ·  19 Jun 2023  ·  doi:10.1109/isie51358.2023.10228162
Design and Performance Optimization of a Novel High Temperature Superconducting Linear Flux-Switching Motor
Design and Performance Optimization of a Novel High Temperature Superconducting Linear Flux-Switching Motor
Xiangdong Su, Hang Zhao, Fang Li
2023 IEEE 32nd International Symposium on Industrial Electronics (ISIE)  ·  19 Jun 2023  ·  doi:10.1109/isie51358.2023.10228014
Design of a Novel Modular Flux Switching Permanent Magnet Resolver
Design of a Novel Modular Flux Switching Permanent Magnet Resolver
Wenyuan Mi, Jincheng Yu, Zaixin Song, Kuang Yang, Zheng Cai, Hang Zhao
2023 IEEE International Magnetic Conference - Short Papers (INTERMAG Short Papers)  ·  01 May 2023  ·  doi:10.1109/intermagshortpapers58606.2023.10228467

2022

Direct Torque Control in Series-End Winding PMSM Drives
Direct Torque Control in Series-End Winding PMSM Drives
Zhiping Dong, Hang Zhao, Hao Wen, Chunhua Liu
IECON 2022 – 48th Annual Conference of the IEEE Industrial Electronics Society  ·  17 Oct 2022  ·  doi:10.1109/iecon49645.2022.9968907
Implementation of Various Neural-Network-Based Adaptive Speed PI Controllers for Dual-Three-Phase PMSM
Implementation of Various Neural-Network-Based Adaptive Speed PI Controllers for Dual-Three-Phase PMSM
Zhenxiao Yin, Hang Zhao
IECON 2022 – 48th Annual Conference of the IEEE Industrial Electronics Society  ·  17 Oct 2022  ·  doi:10.1109/iecon49645.2022.9969086
A Virtual Voltage Vector-Based Space Vector Modulation Scheme for Three-Phase Open-Winding Motor Drive with Five-Leg Converter
A Virtual Voltage Vector-Based Space Vector Modulation Scheme for Three-Phase Open-Winding Motor Drive with Five-Leg Converter
Zhiping Dong, Hang Zhao, Rundong Huang, Wusen Wang, Chunhua Liu
2022 IEEE Energy Conversion Congress and Exposition (ECCE)  ·  09 Oct 2022  ·  doi:10.1109/ecce50734.2022.9948084
Overview of Axial-Flux Machines and Modeling Methods
Overview of Axial-Flux Machines and Modeling Methods
Rundong Huang, Zaixin Song, Hang Zhao, Chunhua Liu
IEEE Transactions on Transportation Electrification  ·  18 Jan 2022  ·  doi:10.1109/TTE.2022.3144594
Analysis and Design Considerations of a Dual-Rotor Multiple-Winding Machine
Analysis and Design Considerations of a Dual-Rotor Multiple-Winding Machine
Hang Zhao, Chunhua Liu, Zaixin Song, Senyi Liu
IEEE Transactions on Industrial Electronics  ·  01 Sep 2022  ·  doi:10.1109/TIE.2021.3114736
Comparative Study of Double-Stator Vernier Machines with Different Interior Permanent-Magnet Arrangements for Unmanned Aerial Vehicles
Comparative Study of Double-Stator Vernier Machines with Different Interior Permanent-Magnet Arrangements for Unmanned Aerial Vehicles
Jincheng Yu, Fei Zhao, Hang Zhao
2022 IEEE International Conference on Industrial Technology (ICIT)  ·  22 Aug 2022  ·  doi:10.1109/icit48603.2022.10002751
Comparative Analysis of Slotless and Coreless Permanent Magnet Synchronous Machines for Electric Aircraft Propulsion
Comparative Analysis of Slotless and Coreless Permanent Magnet Synchronous Machines for Electric Aircraft Propulsion
Zaixin Song, Chunhua Liu, Hang Zhao
2019 22nd International Conference on Electrical Machines and Systems (ICEMS)  ·  05 Aug 2022  ·  doi:10.1109/ICEMS.2019.8921494

2021

Design and Control of A New Compound Double-Rotor Electric Machine for Hybrid Propulsion System
Design and Control of A New Compound Double-Rotor Electric Machine for Hybrid Propulsion System
Rundong Huang, Zaixin Song, Hang Zhao, Chunhua Liu
IEEE Transactions on Power Electronics  ·  10 Sep 2021  ·  doi:10.1109/TPEL.2021.3111815
Design and Optimization of a Magnetic-Geared Direct-Drive Machine With V-Shaped Permanent Magnets for Ship Propulsion
Design and Optimization of a Magnetic-Geared Direct-Drive Machine With V-Shaped Permanent Magnets for Ship Propulsion
Hang Zhao, Chunhua Liu, Zhiping Dong, Rundong Huang, Xianglin Li
IEEE Transactions on Transportation Electrification  ·  12 Nov 2021  ·  doi:10.1109/TTE.2021.3124891
A Magnetic-Differential Double-Rotor Flux-Reversal Permanent-Magnet Motor for Electric Vehicles
A Magnetic-Differential Double-Rotor Flux-Reversal Permanent-Magnet Motor for Electric Vehicles
Tengbo Yang, K. T. Chau, T. W. Ching, Hang Zhao, Hui Wang
2021 24th International Conference on Electrical Machines and Systems (ICEMS)  ·  31 Oct 2021  ·  doi:10.23919/icems52562.2021.9634372
Nonlinear Force and Vibration Analysis of an Interior Permanent Magnet Synchronous Generator With Eccentricity Detection
Nonlinear Force and Vibration Analysis of an Interior Permanent Magnet Synchronous Generator With Eccentricity Detection
Zaixin Song, Chunhua Liu, Hang Zhao, Rundong Huang
IEEE/ASME Transactions on Mechatronics  ·  22 Oct 2021  ·  doi:10.1109/TMECH.2021.3118316
Model Predictive Torque Control for Dual Three-Phase PMSMs with Simplified Deadbeat Solution and Discrete Space-Vector Modulation Magnet Brushless Machines
Model Predictive Torque Control for Dual Three-Phase PMSMs with Simplified Deadbeat Solution and Discrete Space-Vector Modulation Magnet Brushless Machines
Wusen Wang, Chunhua Liu, Senyi Liu, Hang Zhao
IEEE Transactions on Energy Conversion  ·  15 Jan 2021  ·  doi:10.1109/TEC.2021.3052132
Design and Analysis of a Novel Axial-Radial Flux Permanent Magnet Machine with Halbach-Array Permanent Magnets
Design and Analysis of a Novel Axial-Radial Flux Permanent Magnet Machine with Halbach-Array Permanent Magnets
Rundong Huang, Chunhua Liu, Zaixin Song, Hang Zhao
Energies  ·  18 Jun 2021  ·  doi:10.3390/en14123639

2020

Current Harmonic Suppression for Permanent-Magnet Synchronous Motor Based on Chebyshev Filter and PI Controller
Current Harmonic Suppression for Permanent-Magnet Synchronous Motor Based on Chebyshev Filter and PI Controller
Wusen Wang, Chunhua Liu, Senyi Liu, Zaixin Song, Hang Zhao, Bin Dai
IEEE Transactions on Magnetics  ·  18 Aug 2020  ·  doi:10.1109/TMAG.2020.3017671
Model Predictive Two-Target Current Control for OW-PMSM
Model Predictive Two-Target Current Control for OW-PMSM
Senyi Liu, Chunhua Liu, Yongcan Huang, Hang Zhao
IEEE Transactions on Power Electronics  ·  14 Aug 2020  ·  doi:10.1109/TPEL.2020.3016714
Permeance and Inductance Modeling of a Double-Stator Hybrid-Excited Flux-Switching Permanent-Magnet Machine
Permeance and Inductance Modeling of a Double-Stator Hybrid-Excited Flux-Switching Permanent-Magnet Machine
Jincheng Yu, Chunhua Liu, Zaixin Song, Hang Zhao
IEEE Transactions on Transportation Electrification  ·  08 Jun 2020  ·  doi:10.1109/TTE.2020.3000953
A Dual-Modulator Magnetic-Geared Machine for Tidal-Power Generation
A Dual-Modulator Magnetic-Geared Machine for Tidal-Power Generation
Hang Zhao, Chunhua Liu, Zaixin Song, Wusen Wang, Thierry Lubin
IEEE Transactions on Magnetics  ·  19 Jun 2020  ·  doi:10.1109/TMAG.2020.3003788
Analytical Modeling of a Double-Rotor Multiwinding Machine for Hybrid Aircraft Propulsion
Analytical Modeling of a Double-Rotor Multiwinding Machine for Hybrid Aircraft Propulsion
Hang Zhao, Chunhua Liu, Zaixin Song, Wusen Wang
IEEE Transactions on Transportation Electrification  ·  25 May 2020  ·  doi:10.1109/TTE.2020.2997607
Field Prediction and Validation of a Slotless Segmented-Halbach Permanent Magnet Synchronous Machine for More Electric Aircraft
Field Prediction and Validation of a Slotless Segmented-Halbach Permanent Magnet Synchronous Machine for More Electric Aircraft
Zaixin Song, Chunhua Liu, Kuo Feng, Hang Zhao, Jincheng Yu
IEEE Transactions on Transportation Electrification  ·  23 Mar 2020  ·  doi:10.1109/TTE.2020.2982733
Exact Modeling and Multi-Objective Optimization of Vernier Machines
Exact Modeling and Multi-Objective Optimization of Vernier Machines
Hang Zhao, Chunhua Liu, Zaixin Song, Wusen Wang
IEEE Transactions on Industrial Electronics  ·  21 Dec 2020  ·  doi:10.1109/TIE.2020.3044785
Comparative Study of Double-Stator Interior-PM Vernier Machines based on Electromagnetic-Structural Coupling Analysis
Comparative Study of Double-Stator Interior-PM Vernier Machines based on Electromagnetic-Structural Coupling Analysis
Jincheng Yu, Chunhua Liu, Senyi Liu, Hang Zhao
IEEE Transactions on Industrial Electronics  ·  04 Nov 2020  ·  oi:10.1109/TIE.2020.3034848
Exact Multiphysics Modelling and Experimental Validation of Spoke-Type Permanent Magnet Brushless Machines
Exact Multiphysics Modelling and Experimental Validation of Spoke-Type Permanent Magnet Brushless Machines
Zaixin Song, Chunhua Liu, Hang Zhao
IEEE Transactions on Power Electronics  ·  04 Nov 2020  ·  doi:10.1109/TPEL.2021.3069922
A Fast Optimization Scheme of Coaxial Magnetic Gears Based on Exact Analytical Model Considering Magnetic Saturation
A Fast Optimization Scheme of Coaxial Magnetic Gears Based on Exact Analytical Model Considering Magnetic Saturation
Hang Zhao, Chunhua Liu, Zaixin Song, Jincheng Yu
IEEE Transactions on Industry Applications  ·  24 Nov 2020  ·  doi:10.1109/TIA.2020.3040142
Improved Torque Density of a Permanent Magnet Brushless AC Motor with Novel Pulse Width Modulation Magnet for Electrified Application
Improved Torque Density of a Permanent Magnet Brushless AC Motor with Novel Pulse Width Modulation Magnet for Electrified Application
Zaixin Song, Chunhua Liu, Hang Zhao
Proceedings - IECON 2020 The 46th Annual Conference of the IEEE Industrial Electronics Society  ·  18 Oct 2020  ·  doi:10.1109/IECON43393.2020.9255217
Modular Design of an Efficient Permanent Magnet Vernier Machine
Modular Design of an Efficient Permanent Magnet Vernier Machine
Zaixin Song, Chunhua Liu, Feng Chai, Hang Zhao
IEEE Transactions on Magnetics  ·  09 Jan 2020  ·  doi:10.1109/TMAG.2019.2947137
Analytical Model for Magnetic-Geared Double-Rotor Machines and Its d-q-axis Determination
Analytical Model for Magnetic-Geared Double-Rotor Machines and Its d-q-axis Determination
Hang Zhao, Chunhua Liu, Zaixin Song, Senyi Liu, Thierry Lubin
IET Electric Power Applications  ·  01 Feb 2020  ·  doi:10.1049/iet-epa.2019.0597

2019

Exact Analytical Solution for Two Types of Magnetic Gear and Their Control
Exact Analytical Solution for Two Types of Magnetic Gear and Their Control
Hang Zhao, Chunhua Liu, Zaixin Song
2019 22nd International Conference on Electrical Machines and Systems (ICEMS)  ·  11 Aug 2019  ·  doi:10.1109/ICEMS.2019.8921632
Quantitative Comparison of Distinct Dual-Stator Permanent Magnet Vernier Machines for Direct-Drive Applications
Quantitative Comparison of Distinct Dual-Stator Permanent Magnet Vernier Machines for Direct-Drive Applications
Zaixin Song, Chunhua Liu, Hang Zhao
IEEE Transactions on Magnetics  ·  24 May 2019  ·  doi:10.1109/TMAG.2019.2914718
Design and Multi-Mode Operation of Double-Stator Toroidal-Winding PM Vernier Machine for Wind-Photovoltaic Hybrid Generation System
Design and Multi-Mode Operation of Double-Stator Toroidal-Winding PM Vernier Machine for Wind-Photovoltaic Hybrid Generation System
Jincheng Yu, Chunhua Liu, Hang Zhao
IEEE Transactions on Magnetics  ·  22 Apr 2019  ·  doi:10.1109/TMAG.2019.2906849
A Consequent-Pole PM Magnetic-Geared Double-Rotor Machine with Flux-Weakening Ability for Hybrid Electric Vehicle Application
A Consequent-Pole PM Magnetic-Geared Double-Rotor Machine with Flux-Weakening Ability for Hybrid Electric Vehicle Application
Hang Zhao, Chunhua Liu, Zaixin Song, Senyi Liu
IEEE Transactions on Magnetics  ·  19 Mar 2019  ·  doi:10.1109/TMAG.2019.2901265
Design and Optimization Procedure of a Mechanical-Offset Complementary-Stator Flux-Reversal Permanent-Magnet Machine
Design and Optimization Procedure of a Mechanical-Offset Complementary-Stator Flux-Reversal Permanent-Magnet Machine
Jincheng Yu, Chunhua Liu, Hang Zhao
IEEE Transactions on Magnetics  ·  20 Feb 2019  ·  doi:10.1109/TMAG.2019.2896177
Design of an Effective Double-Rotor Machine With Robust Mechanical Structure
Design of an Effective Double-Rotor Machine With Robust Mechanical Structure
Hang Zhao, Chunhua Liu, Zaixin Song
IEEE Transactions on Magnetics  ·  19 Dec 2019  ·  doi:10.1109/TMAG.2019.2951107
Investigation on Magnetic Force of a Flux-Modulated Double-Rotor Permanent Magnet Synchronous Machine for Hybrid Electric Vehicle
Investigation on Magnetic Force of a Flux-Modulated Double-Rotor Permanent Magnet Synchronous Machine for Hybrid Electric Vehicle
Zaixin Song, Chunhua Liu, Hang Zhao
IEEE Transactions on Transportation Electrification  ·  11 Oct 2019  ·  doi:10.1109/TTE.2019.2946494
Enhanced Summation Impedance Relay for EHV Transmission Lines
Enhanced Summation Impedance Relay for EHV Transmission Lines
Zhengtian Li, Ning Tong, Xiangning Lin, Zhixun Wang, Yuchao Zheng, Ran Lyu, Hang Zhao, Le Chen
IEEE Transactions on Power Delivery  ·  01 Jun 2019  ·  doi:10.1109/TPWRD.2019.2902388
Analytical Modeling and Comparison of Two Consequent-Pole Magnetic-Geared Machines for Hybrid Electric Vehicles
Analytical Modeling and Comparison of Two Consequent-Pole Magnetic-Geared Machines for Hybrid Electric Vehicles
Hang Zhao, Chunhua Liu, Zaixin Song, Jincheng Yu
Energies  ·  17 May 2019  ·  doi:10.3390/en12101888

2018

Based on Continuous Time Markov Chain Prediction Model of Action Behavior of Relay Protection Device
Based on Continuous Time Markov Chain Prediction Model of Action Behavior of Relay Protection Device
Hao Li, Xiangning Lin, Kun Yu, Zhengtian Li, Qingge Jiang, Le Chen, Jin Neng
中国电机工程学报  ·  09 Nov 2018  ·  doi:10.13334/j.0258-8013.pcsee.171150
Special Protection System to Cope With the Unavailability of Sampling Values from an Entire Substation
Special Protection System to Cope With the Unavailability of Sampling Values from an Entire Substation
Neng Jin, Xiangning Lin, Hang Zhao, Jiawei Xing, Zhengtian Li, Aiguo Tan, Ning Tong, Le Chen, Yao Liu, Rong Jing
International Journal of Electrical Power & Energy Systems  ·  01 Nov 2018  ·  doi:10.1016/j.ijepes.2018.04.025
A Hyperbolic Tangent Function Operation Characteristic Based Inverse-time Protection Method of Wind Farm Collector Line
A Hyperbolic Tangent Function Operation Characteristic Based Inverse-time Protection Method of Wind Farm Collector Line
Kun Yu, Xiangning Lin, Ning Tong, Hao Li, Hang Zhao, Tianzheng Li, Rui Zhang
中国电机工程学报  ·  01 Aug 2018  ·  doi:10.13334/j.0258-8013.pcsee.171694
Similarity Comparison Based High-Speed Pilot Protection for Transmission Line
Similarity Comparison Based High-Speed Pilot Protection for Transmission Line
Le Chen, Xiangning Lin, Zhengtian Li, Fanrong Wei, Hang Zhao, Zhiqian Bo, Jingguang Huang, Ke Deng
IEEE Transactions on Power Delivery  ·  01 Apr 2018  ·  doi:10.1109/TPWRD.2017.2731994
A Voltage Correction based Inverse-time Overcurrent Protection Scheme Considering Distributed Generation Stable Infeed Effect
A Voltage Correction based Inverse-time Overcurrent Protection Scheme Considering Distributed Generation Stable Infeed Effect
Kun Yu, Xiangning Lin, Ning Tong, Hao Li, Hang Zhao, Tianzheng Li, Jingguang Huang, Zhiqian Bo
中国电机工程学报  ·  23 Mar 2018  ·  doi:10.13334/j.0258-8013.pcsee.162218
A High-speed Protection Scheme for HVDC Transmission Line Based on Hausdorff Distance Comparison
A High-speed Protection Scheme for HVDC Transmission Line Based on Hausdorff Distance Comparison
Hang Zhao, Xiangning Lin, Kun Yu, Hao Li, Le Chen, Tianzheng Li, Tonghua Wu, Zhiquan Guo
中国电机工程学报  ·  17 Jan 2018  ·  doi:10.13334/j.0258-8013.pcsee.170102

2017

Spatial and Temporal Distrib ution Model of Electric Vehicle Charging Demand
Spatial and Temporal Distrib ution Model of Electric Vehicle Charging Demand
Shu Su, Xiangning Lin, Hongzhi Zhang, Hang Zhao, Hao Li, Zhengtian Li
中国电机工程学报  ·  08 Sep 2017  ·  doi:10.13334/j.0258-8013.pcsee.161554
Forecast of Electric Vehicle Charging Demand Based on Traffic Flow Model and Optimal Path Planning
Forecast of Electric Vehicle Charging Demand Based on Traffic Flow Model and Optimal Path Planning
Shu Su, Hang Zhao, Hongzhi Zhang, Xiangning Lin, Feipeng Yang, Zhengtian Li
2017 19th International Conference on Intelligent System Application to Power Systems (ISAP)  ·  01 Sep 2017  ·  doi:10.1109/ISAP.2017.8071382
A Novel Robust Magnetizing Inrush Fast Identification Criterion Based on Partial Hausdorff Distance
A Novel Robust Magnetizing Inrush Fast Identification Criterion Based on Partial Hausdorff Distance
Qianwen Guo, Le Chen, Jianxiang Xie, Jiancheng Liu, Jun Xiong, Wenxiong Mo, Hang Zhao
2017 IEEE Power & Energy Society General Meeting  ·  01 Jul 2017  ·  doi:10.1109/PESGM.2017.8274015
An Elastic Charging Service Fee-Based Load Guiding Strategy for Fast Charging Stations
An Elastic Charging Service Fee-Based Load Guiding Strategy for Fast Charging Stations
Shu Su, Hang Zhao, Hongzhi Zhang, Hongzhi Zhang, Xiangning Lin
energies  ·  18 Mar 2017  ·  doi:10.3390/en10050672