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Status已发表Published
TitleAdaptive fuzzy finite-time command filtered tracking control for permanent magnet synchronous motors
Creator
Date Issued2019
Source PublicationNeurocomputing
ISSN0925-2312
Volume337Pages: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.

KeywordAdaptive fuzzy control Command filter Finite-time Permanent magnet synchronous motors
DOI10.1016/j.neucom.2019.01.057
URLView source
Indexed BySCIE
Language英语English
WOS Research AreaComputer Science
WOS SubjectComputer Science, Artificial Intelligence
WOS IDWOS:000461165400009
Citation statistics
Cited Times:54[WOS]   [WOS Record]     [Related Records in WOS]
Document TypeJournal article
Identifierhttp://repository.uic.edu.cn/handle/39GCC9TT/3583
CollectionResearch 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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