发表状态 | 已发表Published |
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
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ISSN/eISSN | 2168-2216 |
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 |
DOI | 10.1109/TSMC.2023.3287480 |
URL | 查看来源 |
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 | |
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 |
推荐引用方式 GB/T 7714 | 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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