Knowledge Commons of Institute of Automation,CAS
Robust Stability Analysis of Smith Predictor Based Interval Fractional-Order Control Systems: A Case Study in Level Control Process | |
Majid Ghorbani; Mahsan Tavakoli-Kakhki; Aleksei Tepljakov; Eduard Petlenkov | |
发表期刊 | IEEE/CAA Journal of Automatica Sinica |
ISSN | 2329-9266 |
2023 | |
卷号 | 10期号:3页码:762-780 |
摘要 | The robust stability study of the classic Smith predictor-based control system for uncertain fractional-order plants with interval time delays and interval coefficients is the emphasis of this work. Interval uncertainties are a type of parametric uncertainties that cannot be avoided when modeling real-world plants. Also, in the considered Smith predictor control structure it is supposed that the controller is a fractional-order proportional integral derivative (FOPID) controller. To the best of the authors’ knowledge, no method has been developed until now to analyze the robust stability of a Smith predictor based fractional-order control system in the presence of the simultaneous uncertainties in gain, time-constants, and time delay. The three primary contributions of this study are as follows: i) a set of necessary and sufficient conditions is constructed using a graphical method to examine the robust stability of a Smith predictor-based fractional-order control system—the proposed method explicitly determines whether or not the FOPID controller can robustly stabilize the Smith predictor-based fractional-order control system; ii) an auxiliary function as a robust stability testing function is presented to reduce the computational complexity of the robust stability analysis; and iii) two auxiliary functions are proposed to achieve the control requirements on the disturbance rejection and the noise reduction. Finally, four numerical examples and an experimental verification are presented in this study to demonstrate the efficacy and significance of the suggested technique. |
关键词 | Interval uncertainty FOPID controller fractional-order systems robust stability analysis smith predictor |
DOI | 10.1109/JAS.2022.105986 |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://ir.ia.ac.cn/handle/173211/51187 |
专题 | 学术期刊_IEEE/CAA Journal of Automatica Sinica |
推荐引用方式 GB/T 7714 | Majid Ghorbani,Mahsan Tavakoli-Kakhki,Aleksei Tepljakov,et al. Robust Stability Analysis of Smith Predictor Based Interval Fractional-Order Control Systems: A Case Study in Level Control Process[J]. IEEE/CAA Journal of Automatica Sinica,2023,10(3):762-780. |
APA | Majid Ghorbani,Mahsan Tavakoli-Kakhki,Aleksei Tepljakov,&Eduard Petlenkov.(2023).Robust Stability Analysis of Smith Predictor Based Interval Fractional-Order Control Systems: A Case Study in Level Control Process.IEEE/CAA Journal of Automatica Sinica,10(3),762-780. |
MLA | Majid Ghorbani,et al."Robust Stability Analysis of Smith Predictor Based Interval Fractional-Order Control Systems: A Case Study in Level Control Process".IEEE/CAA Journal of Automatica Sinica 10.3(2023):762-780. |
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