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Upravlenie Bol'shimi Sistemami, 2018, Issue 75, Pages 50–75
DOI: https://doi.org/10.25728/ubs.2018.75.3
(Mi ubs967)
 

Analysis and Synthesis of Control Systems

Control systems of a non-stationary plant based on mpc and pid type fuzzy logic controller

I. Nadezhdina, A. Goryunova, F. Manentib

a National Research Tomsk Polytechnic University, Tomsk
b Polytechnic University of Milan, Milan
References:
Abstract: Currently in the industry, at any stage of production process there is a high level of automation. As a rule, the majority of technological processes, occurring today in the industry, are non-stationary control objects. In order to improve the efficiency of automatic control system of non-stationary control object, researchers around the world, doing research, trying to combine the standard PID regulator with fuzzy adaptive controller. As a rule, setting a fuzzy controller is made based on the Mamdani controller. Also, recently, for the control of non-stationary control object are widely used controllers on the basis of a predictive model. The purpose of this paper is the comparative analysis of automatic control systems with PID regulator based on fuzzy logic and regulator on the basis of a predictive model (MPC-controller). In the course of research, stepwise disturbance of a certain amplitude and duration were applied to the control object. As a result, transient processes were obtained and quality indicators were determined. By comparing and analyzing the results obtained, a conclusion was made about the advantages of one controller over another.
Keywords: automatic control system, PID controller, fuzzy logic controller, model predictive control.
Received: June 2, 2016
Published: September 30, 2018
Document Type: Article
UDC: 681.5
BBC: 32.965, 32.966
Language: Russian
Citation: I. Nadezhdin, A. Goryunov, F. Manenti, “Control systems of a non-stationary plant based on mpc and pid type fuzzy logic controller”, UBS, 75 (2018), 50–75
Citation in format AMSBIB
\Bibitem{NadGorMan18}
\by I.~Nadezhdin, A.~Goryunov, F.~Manenti
\paper Control systems of a non-stationary plant based on mpc and pid type fuzzy logic controller
\jour UBS
\yr 2018
\vol 75
\pages 50--75
\mathnet{http://mi.mathnet.ru/ubs967}
\crossref{https://doi.org/10.25728/ubs.2018.75.3}
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