Status | 已发表Published |
Title | Adaptive fuzzy finite-time command filtered tracking control for permanent magnet synchronous motors |
Creator | |
Date Issued | 2019 |
Source Publication | Neurocomputing
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ISSN | 0925-2312 |
Volume | 337Pages:110-119 |
Abstract | This paper studies the position tracking control problem for permanent magnet synchronous motors (PMSMs) with parameter uncertainties. Firstly, the command filtered method is employed to overcome the “explosion of complexity” in traditional backstepping method. Then, in order to reduce the errors produced by command filters, error compensation mechanism is adopted. In addition, the finite-time control method makes the tracking error converge to the smaller neighborhood in the finite time. The adaptive fuzzy control is used to approximate the nonlinear functions. Finally, the simulation results proved the designed control method can overcome the influence of parameter uncertainties and achieve the satisfactory position tracking control. © 2019 Elsevier B.V. |
Keyword | Adaptive fuzzy control Command filter Finite-time Permanent magnet synchronous motors |
DOI | 10.1016/j.neucom.2019.01.057 |
URL | View source |
Indexed By | SCIE |
Language | 英语English |
WOS Research Area | Computer Science |
WOS Subject | Computer Science, Artificial Intelligence |
WOS ID | WOS:000461165400009 |
Citation statistics | |
Document Type | Journal article |
Identifier | http://repository.uic.edu.cn/handle/39GCC9TT/3583 |
Collection | Research outside affiliated institution |
Affiliation | 1.College of Automation, Qingdao University, Qingdao, 266071, China 2.Faculty of Engineering and the Built Environment, University of Johannesburg, South Africa |
Recommended Citation GB/T 7714 | Yang, Xueting,Yu, Jinpeng,Wang, Qingguoet al. Adaptive fuzzy finite-time command filtered tracking control for permanent magnet synchronous motors[J]. Neurocomputing, 2019, 337: 110-119. |
APA | Yang, Xueting, Yu, Jinpeng, Wang, Qingguo, Zhao, Lin, Yu, Haisheng, & Lin, Chong. (2019). Adaptive fuzzy finite-time command filtered tracking control for permanent magnet synchronous motors. Neurocomputing, 337, 110-119. |
MLA | Yang, Xueting,et al."Adaptive fuzzy finite-time command filtered tracking control for permanent magnet synchronous motors". Neurocomputing 337(2019): 110-119. |
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