NDLI: Tensor-based performance assessment of switched control systems with time-varying disturbance dynamics

Content Provider	IEEE Xplore Digital Library
Author	Deng-Yin Jiang Li-Sheng Hu
Copyright Year	2015
Description	Author affiliation: Dept. of Autom., Shanghai Jiao Tong Univ., Shanghai, China (Deng-Yin Jiang; Li-Sheng Hu)
Abstract	This paper concerns with performance assessment of switched control systems with time-varying disturbances dynamics. The covariance tensor-based data processing methods is proposed for solving the performance assessment problem for this class of dynamical systems. The time invariant minimum variance control for one type of process dynamics is no longer minimum variance control for another type of process, and being in the some one process the minimum variance control for one type of disturbance dynamics is no longer minimum variance control for another type of disturbance. An explicit solution to a minimum variance control under some one disturbance that can optimize entire performance of switched control systems with bounded disturbances dynamics is derived in this paper and is used as a benchmark to assess controller performance of switched systems under time invariant feedback controller. It is shown that this performance indices can be derived from routine operating data through covariance tensor-based data analysis and tensor decomposition technique. The proposed methods are illustrated through a simulated example of constructing data via using three-order and four-order tensor geometric structure, which demonstrates the benefits of applying tensor-based performance assessment approach.
Starting Page	2200
Ending Page	2205
File Size	183964
Page Count	6
File Format	PDF
ISBN	9789881563897
ISSN	19341768
DOI	10.1109/ChiCC.2015.7259975
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2015-07-28
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Technical Committee on Control Theory, Chinese Association of Automation
Subject Keyword	Time-variant disturbance Tensile stress Switched control systems Process control Estimation Performance assessment Switches Benchmark testing Covariance tensor Time-varying systems
Content Type	Text
Resource Type	Article

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