Double Loop Control of Linear Dynamical Systems and an Algorithm for Adjustment of the Typical Controllers Using the Nonparametric Model of a Llinear Dynamical System
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URI (for links/citations):
http://amsa.conf.nstu.ru/amsa2017/https://elib.sfu-kras.ru/handle/2311/110709
Author:
Alexander, Nikolaevich Pupkov
Roman, Yurievich Tsarev
Corporate Contributor:
Институт управления бизнес-процессами и экономики
Институт космических и информационных технологий
Кафедра бизнес-информатики
Кафедра информатики
Date:
2017-10Journal Name:
Applied Methods of Statistical AnalysisJournal Quartile in Scopus:
без квартиляBibliographic Citation:
Alexander, Nikolaevich Pupkov. Double Loop Control of Linear Dynamical Systems and an Algorithm for Adjustment of the Typical Controllers Using the Nonparametric Model of a Llinear Dynamical System [Текст] / Nikolaevich Pupkov Alexander, Yurievich Tsarev Roman // Applied Methods of Statistical Analysis. — 2017. — С. 88-95Текст статьи не публикуется в открытом доступе в соответствии с политикой журнала.
Abstract:
The paper considers the double loop control of a linear dynamic system based on a nonparametric model. The process of constructing a controller is presented. At the first stage, the nonparametric model of a macro-object is constructed. At the second stage, a nonparametric controller is constructed. The double loop control scheme preserves analogue devices of local automatic equipment to ensure reliability even in the case of a failure of digital devices. It is proposed an approach to the synthesis of a nonparametric controller for a linear dynamic system of an unknown order when information about a control object is presented in the form of realization of transition functions containing disturbance. The algorithm for the realization of the inverse function for a linear dynamic system is given. An original approach to standard controller parameters adjustment using a nonparametric model of a linear dynamical system is proposed.
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