Status | 已发表Published |
Title | Filter-and Observer-Based Finite-Time Adaptive Fuzzy Control for Induction Motors Systems Considering Stochastic Disturbance and Load Variation |
Creator | |
Date Issued | 2023-02 |
Source Publication | IEEE Transactions on Power Electronics
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ISSN | 0885-8993 |
Volume | 38Issue: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. |
Keyword | Adaptive fuzzy control command filtered backstepping control induction motors (IMs) |
DOI | 10.1109/TPEL.2022.3211412 |
URL | View source |
Indexed By | SCIE |
Language | 英语English |
WOS Research Area | Engineering |
WOS Subject | Engineering, Electrical & Electronic |
WOS ID | WOS:000924954400027 |
Scopus ID | 2-s2.0-85139846818 |
Citation statistics | |
Document Type | Journal article |
Identifier | http://repository.uic.edu.cn/handle/39GCC9TT/10276 |
Collection | Faculty of Science and Technology |
Corresponding Author | Yu, 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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