永磁同步电机转矩与定子磁链模型预测控制预测误差补偿方法

doi:10.19595/j.cnki.1000-6753.tces.220617

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Abstract This paper proposes a model predictive control method with prediction error compensation for permanent magnet synchronous motors (PMSMs), which can improve the poor robustness of motor parameters in the finite-control-set model prediction control. The proposed method has two loops of torque and stator flux separately. The error value between the predicted and actual values at the moment k is fed back to the prediction model at the moment k+1 as a compensation factor. The prediction error of the torque and stator flux was estimated for all voltage vectors in every control cycle to ensure the prediction accuracy. Therefore, when motor parameters are mismatched, the proposed method can achieve reliable torque and stator flux prediction control by online error compensation. Simulation and experimental results prove the effectiveness of the proposed method.

Key words： Permanent magnet synchronous motors predictive control of torque and stator flux prediction error compensation parameter robustness

Received: 18 April 2022

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TM351

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	Articles by authors
	Zhou Qixun
	Liu Fan
	Wu Zihui
	Gong Hao
	Du Guanghui

Cite this article:

Zhou Qixun,Liu Fan,Wu Zihui等. Model Predictive Torque and Stator Flux Control Method for PMSMs with Prediction Error Compensation[J]. Transactions of China Electrotechnical Society, 2022, 37(22): 5728-5739.

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https://dgjsxb.ces-transaction.com/EN/10.19595/j.cnki.1000-6753.tces.220617 OR https://dgjsxb.ces-transaction.com/EN/Y2022/V37/I22/5728

[1] 刘涛, 习金玉, 宋战锋, 等. 基于多核并行计算的永磁同步电机有限集模型预测控制策略[J]. 电工技术学报, 2021, 36(1): 107-119.
Liu Tao, Xi Jinyu, Song Zhanfeng, et al.Finite control set model predictive control of permanent magnet synchronous motor based on multi-core parallel computing[J]. Transactions of China Electro- technical Society, 2021, 36(1): 107-119.
[2] 秦艳忠, 阎彦, 陈炜, 等. 永磁同步电机参数误差补偿-三矢量模型预测电流控制[J]. 电工技术学报, 2020, 35(2): 255-265.
Qin Yanzhong, Yan Yan, Chen Wei, et al.Three- vector model predictive current control strategy for permanent magnet synchronous motor drives with parameter error compensation[J]. Transactions of China Electrotechnical Society, 2020, 35(2): 255-265.
[3] Zheng Junqiang, Zhao Wenxiang, Ji Jinghua, et al.Quantitative analysis on maximum efficiency point and specific high-efficiency region of permanent- magnet machines[J]. IEEE Transactions on Industrial Electronics, 2022, 69(2): 1333-1345.
[4] 刘佳敏, 葛召炎, 吴轩, 等. 基于占空比调制的永磁同步电机预测电流控制[J]. 中国电机工程学报, 2020, 40(10): 3319-3328.
Liu Jiamin, Ge Zhaoyan, Wu Xuan, et al.Predictive current control of permanent magnet synchronous motor based on duty-cycle modulation[J]. Pro- ceedings of the CSEE, 2020, 40(10): 3319-3328.
[5] Niu Feng, Chen Xi, Huang Shaopo, et al.Model predictive current control with adaptive-adjusting timescales for PMSMs[J]. CES Transactions on Elec- trical Machines and Systems, 2021, 5(2): 108-117.
[6] 陈卓易, 屈稳太. 基于PID型代价函数的永磁同步电机模型预测电流控制[J]. 电工技术学报, 2021, 36(14): 2971-2978.
Chen Zhuoyi, Qu Wentai.Model predictive current control for permanent magnet synchronous motors based on PID-type cost function[J]. Transactions of China Electrotechnical Society, 2021, 36(14): 2971-2978.
[7] 李昱, 郭宏, 平朝春, 等. 基于电流源变流器的永磁同步电机驱动系统全状态变量预测转矩控制[J]. 电工技术学报, 2021, 36(1): 15-26.
Li Yu, Guo Hong, Ping Zhaochun, et al.A full-state variable predictive torque control of current source converter fed permanent magnet synchronous motor drives[J]. Transactions of China Electrotechnical Society, 2021, 36(1): 15-26.
[8] 杨兴武, 杨帆, 薛花, 等. 基于占空比调制的模块化多电平换流器模型预测控制[J]. 电力系统自动化, 2021, 45(17): 134-142.
Yang Xingwu, Yang Fan, Xue Hua, et al.Duty-cycle modulation based model predictive control of modular multilevel converter[J]. Automation of Electric Power Systems, 2021, 45(17): 134-142.
[9] Nguyen H T, Jung J W.Finite control set model predictive control to guarantee stability and robustness for surface-mounted PM synchronous motors[J]. IEEE Transactions on Industrial Electronics, 2018, 65(11): 8510-8519.
[10] 王祯, 尹项根, 陈玉, 等. 基于连续控制集模型预测控制的MMC桥臂电流控制策略[J]. 电力系统自动化, 2020, 44(10): 85-91.
Wang Zhen, Yin Xianggen, Chen Yu, et al.Arm current control strategy of modular multilevel converter based on continuous control set model predictive control[J]. Automation of Electric Power Systems, 2020, 44(10): 85-91.
[11] 於锋, 朱晨光, 吴晓新, 等. 基于矢量分区的永磁同步电机三电平双矢量模型预测磁链控制[J]. 电工技术学报, 2020, 35(10): 2130-2140.
Yu Feng, Zhu Chenguang, Wu Xiaoxin, et al.Two- vector-based model predictive flux control of three- level based permanent magnet synchronous motor with sector subregion[J]. Transactions of China Elec- trotechnical Society, 2020, 35(10): 2130-2140.
[12] 姚绪梁, 黄乘齐, 王景芳, 等. 两相静止坐标系下的永磁同步电动机模型预测功率控制[J]. 电工技术学报, 2021, 36(1): 60-67.
Yao Xuliang, Huang Shengqi, Wang Jingfang, et al.Model predictive power control of permanent magnet synchronous motor in two-phase static coordinate system[J]. Transactions of China Electrotechnical Society, 2021, 36(1): 60-67.
[13] 王庚, 杨明, 牛里, 等. 永磁同步电机电流预测控制电流静差消除算法[J]. 中国电机工程学报, 2015, 35(10): 2544-2551.
Wang Geng, Yang Ming, Niu Li, et al.A static current error elimination algorithm for PMSM predi- ctive current control[J]. Proceedings of the CSEE, 2015, 35(10): 2544-2551.
[14] Wang Fengxiang, Li Shihua, Mei Xuezhu, et al.Model-based predictive direct control strategies for electrical drives: an experimental evaluation of PTC and PCC methods[J]. IEEE Transactions on Industrial Informatics, 2015, 11(3): 671-681.
[15] 赵凯辉, 周瑞睿, 冷傲杰, 等. 一种永磁同步电机的有限集无模型容错预测控制算法[J]. 电工技术学报, 2021, 36(1): 27-38.
Zhao Kaihui, Zhou Ruirui, Leng Aojie, et al.Finite control set model-free fault-tolerant predictive control for permanent magnet synchronous motor[J]. Transa- ctions of China Electrotechnical Society, 2021, 36(1): 27-38.
[16] 史涔溦, 解正宵, 陈卓易, 等. 永磁同步电机无参数超局部模型预测控制[J]. 电机与控制学报, 2021, 25(8): 1-8.
Shi Cenwei, Xie Zhengxiao, Chen Zhuoyi, et al.Model- free predictive control based on ultra-local model for permanent magnet synchronous machines[J]. Electric Machines and Control, 2021, 25(8): 1-8.
[17] Zhou Yanan, Li Hongmei, Liu Rundong, et al.Con- tinuous voltage vector model-free predictive current control of surface mounted permanent magnet syn- chronous motor[J]. IEEE Transactions on Energy Conversion, 2019, 34(2): 899-908.
[18] Yang Ming, Lang Xiaoyu, Long Jiang, et al.Flux immunity robust predictive current control with incremental model and extended state observer for PMSM drive[J]. IEEE Transactions on Power Elec- tronics, 2017, 32(12): 9267-9279.
[19] Liao Huanyue, Zhang Xin, Ma Zhijun.Robust dicho- tomy solution-based model predictive control for the grid-connected inverters with disturbance observer[J]. CES Transactions on Electrical Machines and Systems, 2021, 5(2): 81-89.
[20] Zhang Yongchang, Jin Jialin, Huang Lanlan.Model- free predictive current control of PMSM drives based on extended state observer using ultralocal model[J]. IEEE Transactions on Industrial Electronics, 2021, 68(2): 993-1003.
[21] 周湛清, 夏长亮, 陈炜, 等. 具有参数鲁棒性的永磁同步电机改进型预测转矩控制[J]. 电工技术学报, 2018, 33(5): 965-972.
Zhou Zhanqing, Xia Changliang, Chen Wei, et al.Modified predictive torque control for PMSM drives with parameter robustness[J]. Transactions of China Electrotechnical Society, 2018, 33(5): 965-972.
[22] Wu Gongping, Huang Sheng, Wu Qiuwei, et al.Predictive torque and stator flux control for N*3- phase PMSM drives with parameter robustness improve- ment[J]. IEEE Transactions on Power Electronics, 2021, 36(2): 1970-1983.
[23] Zhang Yongchang, Zhu Jianguo.Direct torque control of permanent magnet synchronous motor with reduced torque ripple and commutation frequency[J]. IEEE Transactions on Power Electronics, 2011, 26(1): 235-248.