Optimized FCS-MPCC based on disturbance feedback rejection for IPMSMs under demagnetization fault in high-speed trains

被引:8
作者
Gui, Weihua [1 ]
Gao, Jinqiu [1 ]
Yang, Chao [1 ]
Peng, Tao [1 ]
Yang, Chunhua [1 ]
Han, Yaofei [2 ]
机构
[1] Cent South Univ, Sch Automat, Changsha 410083, Peoples R China
[2] Tongji Univ, Natl Maglev Transportat Engn R&D Ctr, Shanghai 201306, Peoples R China
基金
中国国家自然科学基金;
关键词
Interior permanent magnet synchronous motor; Demagnetization fault; Parameter mismatch; Disturbance rejection; Model predictive control; DRIVE; SYSTEMS; TORQUE; MOTOR;
D O I
10.1016/j.conengprac.2023.105670
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper proposes an optimized finite control set model predictive current control (FCS-MPCC) strategy based on disturbance feedback rejection control (DFRC) method for interior permanent magnet synchronous motors (IPMSM) employed in high-speed trains. The strategy aims to mitigate the impact of parameter mismatch caused by permanent magnet demagnetization faults. Firstly, a discrete predicting model is established for IPMSMs, considering the mismatch in flux linkage, resistance, and inductance. The analysis is conducted to evaluate the impact of disturbances caused by demagnetization faults on the traditional FCS-MPCC. Secondly, second-order sliding mode disturbances observers (SMDOs) are utilized to detect real-time disturbances under demagnetization faults. The stability analysis of the second-order SMDOs is conducted using a Lyapunov function. Furthermore, disturbance controllers are developed to regulate the disturbances and generate compensating values for the FCS-MPCC. Lastly, experimental validation is performed on two IPMSMs to demonstrate the effectiveness of the proposed DFRC-based FCS-MPCC strategy against parameter mismatch issues caused by demagnetization faults.
引用
收藏
页数:13
相关论文
共 34 条
[1]   A Comparison of Finite Control Set and Continuous Control Set Model Predictive Control Schemes for Speed Control of Induction Motors [J].
Ahmed, Abdelsalam A. ;
Koh, Byung Kwon ;
Lee, Young Il .
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2018, 14 (04) :1334-1346
[2]   Model Predictive Control of a Direct Current Motor Utilizing Lookup Tables [J].
Anuchin, Alecksey ;
Bogdanov, Andrei ;
Demidova, Galina ;
Savkin, Dmitrii ;
Fedorova, Ksenya ;
Gulyaeva, Maria .
2020 XI INTERNATIONAL CONFERENCE ON ELECTRICAL POWER DRIVE SYSTEMS (ICEPDS), 2020,
[3]   Disturbance-Observer-Based Sensorless Control of PMSM Using Integral State Feedback Controller [J].
Apte, Aishwarya ;
Joshi, Vrunda A. ;
Mehta, Hrishikesh ;
Walambe, Rahee .
IEEE TRANSACTIONS ON POWER ELECTRONICS, 2020, 35 (06) :6082-6090
[4]   Disturbance Observer Based Speed Control of PMSM Using Fractional Order PI Controller [J].
Apte, Aishwarya ;
Thakar, Ujjwala ;
Joshi, Vrunda .
IEEE-CAA JOURNAL OF AUTOMATICA SINICA, 2019, 6 (01) :316-326
[5]   Data-Driven Fault Diagnosis for Traction Systems in High-Speed Trains: A Survey, Challenges, and Perspectives [J].
Chen, Hongtian ;
Jiang, Bin ;
Ding, Steven X. ;
Huang, Biao .
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 23 (03) :1700-1716
[6]   A Review of Fault Detection and Diagnosis for the Traction System in High-Speed Trains [J].
Chen, Hongtian ;
Jiang, Bin .
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2020, 21 (02) :450-465
[7]   Delay Compensation in Model Predictive Current Control of a Three-Phase Inverter [J].
Cortes, Patricio ;
Rodriguez, Jose ;
Silva, Cesar ;
Flores, Alexis .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2012, 59 (02) :1323-1325
[8]  
Dorf R. C., 2011, MODERN CONTROL SYSTE
[9]   Multiple Observers-Based Demagnetization Fault Detection With Inductance Mismatch Impacts Eliminated for PMSMs [J].
Gao, Jinqiu ;
Gui, Weihua ;
Yang, Chao ;
Peng, Tao ;
Luo, Junze ;
Han, Yaofei .
IEEE TRANSACTIONS ON POWER ELECTRONICS, 2023, 38 (07) :8016-8021
[10]   An Improved Delay-Suppressed Sliding-Mode Observer for Sensorless Vector-Controlled PMSM [J].
Gong, Chao ;
Hu, Yihua ;
Gao, Jinqiu ;
Wang, Yangang ;
Yan, Liming .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2020, 67 (07) :5913-5923