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题名On disturbance rejection proportional–integral–differential control with model-free adaptation
作者
发表日期2023-02-01
发表期刊Control Theory and Technology
ISSN/eISSN2095-6983
卷号21期号:1页码:34-45
摘要

In this paper, an adaptive disturbance-rejection proportional–integral–differential (PID) control method is proposed for a class of nonlinear systems. First, PID-type criterion is introduced in a model-free adaptive control (MFAC) framework, which gives an optimal control interpretation for PID controller. Then, the design of adaptive disturbance rejection PID is proposed based on this new interpretation to realize controller gain auto-tuning. Due to the ingenious integration of active disturbance rejection and adaptive mechanism, the proposed adaptive disturbance rejection PID control scheme exhibits better control performance than MFAC case. Furthermore, the boundedness of controller gain, the convergence of tracking error and the bounded-input–bounded-output stability are proved for the proposed control system. Finally, the effectiveness of the proposed method is verified by numerical simulation.

关键词Data-driven control Disturbance rejection PID Error-driven model Model-free adaptive control
DOI10.1007/s11768-022-00125-8
URL查看来源
收录类别ESCI
语种英语English
WOS研究方向Automation & Control Systems
WOS类目Automation & Control Systems
WOS记录号WOS:000922939500002
Scopus入藏号2-s2.0-85146886601
引用统计
文献类型期刊论文
条目标识符https://repository.uic.edu.cn/handle/39GCC9TT/10580
专题理工科技学院
作者单位
1.School of Information Science and Engineering,Huaqiao University,Xiamen,Fujian,100190,China
2.Institute of Artificial Intelligence and Future Networks,Beijing Normal University,Zhuhai,Guangdong,519087,China
3.Guangdong Key Lab of AI and Multi-Modal Data Processing,BNU-HKBU United International College,Zhuhai,Guangdong,519087,China
推荐引用方式
GB/T 7714
Nie, Zhuo Yun,Li, Gao Ming,Yan, Lai Chenget al. On disturbance rejection proportional–integral–differential control with model-free adaptation[J]. Control Theory and Technology, 2023, 21(1): 34-45.
APA Nie, Zhuo Yun, Li, Gao Ming, Yan, Lai Cheng, Wang, Qing Guo, & Luo, Ji Liang. (2023). On disturbance rejection proportional–integral–differential control with model-free adaptation. Control Theory and Technology, 21(1), 34-45.
MLA Nie, Zhuo Yun,et al."On disturbance rejection proportional–integral–differential control with model-free adaptation". Control Theory and Technology 21.1(2023): 34-45.
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