Active Disturbance Rejection Control for Speed Control of PMSM Based on Auxiliary Model and Supervisory RBF | |
Gao, Peng1,2,3![]() ![]() | |
作者部门 | 光电跟踪与测量技术研究室 |
2022-11 | |
发表期刊 | APPLIED SCIENCES-BASEL
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ISSN | 2076-3417 |
卷号 | 12期号:21 |
产权排序 | 1 |
摘要 | External vibration, shock, unbalanced torque and other uncertain disturbances are mainly transmitted to the motor rotor through the bearing friction. To restrain the uncertain friction disturbances and improve the speed stability of a permanent magnet synchronous motor (PMSM), an optimized active disturbance rejection control (ADRC) algorithm is proposed in this study. Firstly, an auxiliary model of friction and a reduced-order processing method are introduced into extended state observation (ESO) to reduce the burden of single ESO and promote the compensation accuracy of disturbances. In addition, a supervisory radial basis function (SRBF) is employed to supervise and promote the error elimination efficiency of the nonlinear state error feedback rate (NLSEF). The hybrid control algorithm makes up for the deficiency of typical ADRC through the fusion of multiple control quantities. Simulation and experimental results show that the proposed algorithm has strong anti-disturbance performance and effectively solves the problem of low-speed crawling. |
关键词 | active disturbance rejection control permanent magnet synchronous motor extended state observer auxiliary model radial basis function friction compensation |
DOI | 10.3390/app122110880 |
收录类别 | SCI |
语种 | 英语 |
WOS记录号 | WOS:000882579100001 |
出版者 | MDPI |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://ir.opt.ac.cn/handle/181661/96240 |
专题 | 光电跟踪与测量技术研究室 |
通讯作者 | Gao, Peng |
作者单位 | 1.Chinese Acad Sci, Xian Inst Opt & Precis Mech, Xian 710000, Peoples R China 2.Xi An Jiao Tong Univ, Sch Elect & Informat Engn, Xian 710000, Peoples R China 3.Univ Chinese Acad Sci, Beijing 100000, Peoples R China 4.Pilot Natl Lab Marine Sci & Technol, Qingdao 266237, Peoples R China |
推荐引用方式 GB/T 7714 | Gao, Peng,Su, Xiuqin,Pan, Zhibin,et al. Active Disturbance Rejection Control for Speed Control of PMSM Based on Auxiliary Model and Supervisory RBF[J]. APPLIED SCIENCES-BASEL,2022,12(21). |
APA | Gao, Peng,Su, Xiuqin,Pan, Zhibin,Xiao, Maosen,Zhang, Wenbo,&Liu, Ruoyu.(2022).Active Disturbance Rejection Control for Speed Control of PMSM Based on Auxiliary Model and Supervisory RBF.APPLIED SCIENCES-BASEL,12(21). |
MLA | Gao, Peng,et al."Active Disturbance Rejection Control for Speed Control of PMSM Based on Auxiliary Model and Supervisory RBF".APPLIED SCIENCES-BASEL 12.21(2022). |
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文件名称/大小 | 文献类型 | 版本类型 | 开放类型 | 使用许可 | ||
Active Disturbance R(3773KB) | 期刊论文 | 出版稿 | 限制开放 | CC BY-NC-SA | 请求全文 |
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