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Status已发表Published
TitleFilter-and Observer-Based Finite-Time Adaptive Fuzzy Control for Induction Motors Systems Considering Stochastic Disturbance and Load Variation
Creator
Date Issued2023-02
Source PublicationIEEE Transactions on Power Electronics
ISSN0885-8993
Volume38Issue:2Pages:1599-1609
Abstract

In this article, a finite-time adaptive fuzzy control scheme based on filter and reduced-order observer is proposed for induction motors (IMs) with load variation. First, the rotor position and the angular velocity of IMs are estimated by a reduced-order observer. Second, the unknown stochastic nonlinear functions are handled by the fuzzy logic systems. In addition, the finite-time control is combined with command filtering to solve the issue of 'explosion of complexity' in the traditional backstepping method, and the errors compensation signal is introduced to reduce the filtering error, which can ensure the finite-time convergence and improve the robustness of the systems. The simulation and experimental results are given for validation of the proposed control strategy.

KeywordAdaptive fuzzy control command filtered backstepping control induction motors (IMs)
DOI10.1109/TPEL.2022.3211412
URLView source
Indexed BySCIE
Language英语English
WOS Research AreaEngineering
WOS SubjectEngineering, Electrical & Electronic
WOS IDWOS:000924954400027
Scopus ID2-s2.0-85139846818
Citation statistics
Cited Times:13[WOS]   [WOS Record]     [Related Records in WOS]
Document TypeJournal article
Identifierhttp://repository.uic.edu.cn/handle/39GCC9TT/10276
CollectionFaculty of Science and Technology
Corresponding AuthorYu, Jinpeng
Affiliation
1.Qingdao University,School of Automation,Qingdao,266071,China
2.Beijing Normal University,Institute of Artificial Intelligence and Future Networks,Zhuhai,519087,China
3.BNU-HKBU United International College,Guangdong Key Lab of AI and Multi-Modal Data Processing,Zhuhai,519087,China
Recommended Citation
GB/T 7714
Ma, Panpan,Yu, Jinpeng,Wang, Qingguoet al. Filter-and Observer-Based Finite-Time Adaptive Fuzzy Control for Induction Motors Systems Considering Stochastic Disturbance and Load Variation[J]. IEEE Transactions on Power Electronics, 2023, 38(2): 1599-1609.
APA Ma, Panpan, Yu, Jinpeng, Wang, Qingguo, & Liu, Jiapeng. (2023). Filter-and Observer-Based Finite-Time Adaptive Fuzzy Control for Induction Motors Systems Considering Stochastic Disturbance and Load Variation. IEEE Transactions on Power Electronics, 38(2), 1599-1609.
MLA Ma, Panpan,et al."Filter-and Observer-Based Finite-Time Adaptive Fuzzy Control for Induction Motors Systems Considering Stochastic Disturbance and Load Variation". IEEE Transactions on Power Electronics 38.2(2023): 1599-1609.
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