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Stable image representation based stability performance monitoring and recovery for feedback control systems.

Authors :
Li, Zhuyuan
Yang, Ying
Li, Linlin
Liu, Ruijie
Wang, Jia
Source :
Journal of the Franklin Institute. Oct2022, Vol. 359 Issue 15, p8285-8306. 22p.
Publication Year :
2022

Abstract

This paper proposes a scheme to achieve real-time stability performance monitoring (SPM) and designs performance recovery controllers (PRCs) for feedback control systems with multiplicative faults. To be specific, a stability performance indicator is presented with the aid of stable image representation (SIR) for multiplicative faults through coprime factorization techniques. On this basis, a systematically hierarchical SPM and PRC scheme is proposed with three thresholds derived to evaluate the performance degradation degree. Subsequently, an integrated model-based and data-driven SIR-based PRC is presented to recover system stability performance. The embedded PRC parameters are adaptive to system variations by means of identifying the SIR of the faulty plant through a dual parity vector. Besides, some QR-decomposition based data-driven techniques are provided for the implementation of PRC to improve computation efficiency. Finally, the effectiveness of the proposed approach is demonstrated on a boost circuit model. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00160032
Volume :
359
Issue :
15
Database :
Academic Search Index
Journal :
Journal of the Franklin Institute
Publication Type :
Periodical
Accession number :
159189280
Full Text :
https://doi.org/10.1016/j.jfranklin.2022.08.006