Theoretical Aspects of Constructing a Neurocontroller for Switched Systems

We consider the problem of stabilizing a switched linear system with slow switchings that cannot be observed. The solution is sought in the class of variable structure controllers. To ensure the operability of such a controller, it is necessary to construct a switching signal observer. As an observe...

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Published inDifferential equations Vol. 58; no. 11; pp. 1549 - 1557
Main Authors Fursov, A. S., Mosolova, Yu. M.
Format Journal Article
LanguageEnglish
Published Moscow Pleiades Publishing 01.11.2022
Springer
Springer Nature B.V
Subjects
Control Theory
Difference and Functional Equations
Differential equations
Mathematics
Mathematics and Statistics
Neural networks
Ordinary Differential Equations
Partial Differential Equations
Variable structure control
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Summary:We consider the problem of stabilizing a switched linear system with slow switchings that cannot be observed. The solution is sought in the class of variable structure controllers. To ensure the operability of such a controller, it is necessary to construct a switching signal observer. As an observer, it is proposed to use a neural network. The theoretical aspects of adjusting such an observer are the subject of this paper.
Bibliography:ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
ISSN:0012-2661
1608-3083
DOI:10.1134/S00122661220110106