Abstract:Model predictive control (MPC) is a novel control algorithm developed in recent years. MPC can achieve a satisfying control performance with lower model parameters dependency and has been widely applied in process control systems. MPC can predict the future state variables of the controlled object based on the current and past information, and an optimal command can be obtained according to the expected values of the controlled objects and the vary of the command. In this paper, MPC is applied in the current control for the high performance AC motor control system to solve the problem of high parameters dependency in traditional PI controller. A novel generic current controller based on model predictive control algorithm is designed which can be used in the control of all kinds AC motors. Experimental results show that the MPC controller has a very good performance and is very robust to the model parameters. So MPC can be applied in motor control systems instead of the traditional PI controllers.
郑泽东, 王奎, 李永东, 马宏伟. 采用模型预测控制的交流电机电流控制器[J]. 电工技术学报, 2013, 28(11): 118-123.
Zheng Zedong, Wang Kui, Li Yongdong, Ma Hongwei. Current Controller for AC Motors Using Model Predictive Control. Transactions of China Electrotechnical Society, 2013, 28(11): 118-123.
[1] 朱娜娜. 模型预测控制简化算法的研究[D].杭州: 浙江大学, 2011. [2] Kennel R, Linder A, Linke M. Generalized predictive control (GPC)—ready for use in drive applications[C]. PESAC, 2001: 1839-1844. [3] Florent M, Xuefang L, Jean Marie R, et al. A comparative study of predictive current control schemes for a permanent-magnet synchronous machine drive[J]. IEEE Transactions on Industrial Electronics, 2009, 56(7): 2715-2728. [4] Saverio B, Silverio B, Luca P, et al. Design and implementation of model predictive control for electrical motor drives[J]. IEEE Transactions on Industrial Electronics, 2009, 56(9): 1925-1936. [5] Yongbin Wang, Huilin. Design of model predictive control for permanent magnet synchronous motors[C]. International Conference on Intelligent Computing and Cognitive Informatics, 2010: 223-226. [6] 李玉玲, 鲍建宇, 张仲超. 基于模型预测控制的单位功率因数电流型PWM整流器[J]. 中国电机工程学报, 2006, 26(19): 60-64. Li Yuling, Bao Jianyu, Zhang Zhongchao. Unity power factor current source PWM rectifier based on model predictive control[J]. Proceedings of the CSEE, 2006, 26(19): 60-64. [7] Gaurang S, Sebastian E. Tuning MPC for desired closed-loop performance for MIMO systems[C]. 2011 American Control Conference on O'Farrell Street, 2011. [8] 李永东. 交流电机数字控制系统[M]. 北京: 机械工业出版社, 2002.