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题名Command-Filter-Approximator-Based Adaptive Control for Uncertain Nonlinear Systems and Its Application in PMSMs
作者
发表日期2023-11-01
发表期刊IEEE Transactions on Systems, Man, and Cybernetics: Systems
ISSN/eISSN2168-2216
卷号53期号:11页码:6828-6835
摘要

We develop a modified adaptive control scheme for uncertain nonlinear systems based on command-filtered backstepping in this study. Our main task is to construct the virtual stabilizing functions in the presence of the uncertain control gain functions. First, the command-filter technique is employed to predict the system performance. Next, a new adaptive control strategy is introduced to stabilize each subsystem. In the final step, the actual stabilizing function is designed by utilizing the hyperbolic tangent function. The proposed strategy overcomes the problem of the input saturation and guarantees the convergence of all the system signals. The simulation study for a numerical nonlinear system and experimental results from a PMSM control platform are presented to validate our control strategy.

关键词Adaptive control backstepping command filter input saturation uncertainty
DOI10.1109/TSMC.2023.3287480
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收录类别SCIE
语种英语English
WOS研究方向Automation & Control Systems ; Computer Science
WOS类目Automation & Control SystemsComputer Science, Cybernetics
WOS记录号WOS:001030657000001
Scopus入藏号2-s2.0-85164733196
引用统计
被引频次:13[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符https://repository.uic.edu.cn/handle/39GCC9TT/10913
专题理工科技学院
通讯作者Yu, Jinpeng
作者单位
1.School of Automation,Qingdao University,Qingdao,266071,China
2.Institute of Artificial Intelligence and Future Networks,Beijing Normal University,Zhuhai,519085,China
3.Guangdong Key Laboratory of AI and Multi-Modal Data Processing,Beijing Normal University,Hong Kong Baptist University United International College,Zhuhai,519087,China
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Liu, Jiapeng,Wang, Qing Guo,Yu, Jinpeng. Command-Filter-Approximator-Based Adaptive Control for Uncertain Nonlinear Systems and Its Application in PMSMs[J]. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2023, 53(11): 6828-6835.
APA Liu, Jiapeng, Wang, Qing Guo, & Yu, Jinpeng. (2023). Command-Filter-Approximator-Based Adaptive Control for Uncertain Nonlinear Systems and Its Application in PMSMs. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 53(11), 6828-6835.
MLA Liu, Jiapeng,et al."Command-Filter-Approximator-Based Adaptive Control for Uncertain Nonlinear Systems and Its Application in PMSMs". IEEE Transactions on Systems, Man, and Cybernetics: Systems 53.11(2023): 6828-6835.
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