Modeling Multi-Cascade Fuzzy Controller with Integrated Implementation of Various Control Laws

The paper presents the DC drive control system, on the basis of which the model of multi-cascade fuzzy control system is developed. The analysis of the existing approaches to construction of fuzzy control systems is performed. An intelligent control system with shared position and speed control is d...

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Published in:2019 International Ural Conference on Electrical Power Engineering (UralCon) pp. 45 - 48
Main Authors: Buzikayeva, Alina V., Susdorf, Viktor I., Cherniy, Sergey P.
Format: Conference Proceeding
Language:English
Published: IEEE 01.10.2019
Subjects:
control law
Fuzzy control
Fuzzy logic
fuzzy logic controller
fuzzy multi-cascade system
Intelligent control system
Linguistics
Switches
Transient analysis
Velocity control
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Abstract The paper presents the DC drive control system, on the basis of which the model of multi-cascade fuzzy control system is developed. The analysis of the existing approaches to construction of fuzzy control systems is performed. An intelligent control system with shared position and speed control is developed and implemented. A comparative study of control systems constructed using the classic and fuzzy approaches is conducted. The introduction of such technology of multi-stage fuzzy systems with the implementation of a single intelligent control module for complex electric drive systems will allow implementing a control system for a whole class of electric drive systems, taking into account the incompleteness and inconsistency of the source data, as well as all the features and relationships between coordinates in a complex control object. The combination of different fuzzy logic inference algorithms allows solving the tasks of intelligent control for multi-objective and multi-factor tasks.
AbstractList The paper presents the DC drive control system, on the basis of which the model of multi-cascade fuzzy control system is developed. The analysis of the existing approaches to construction of fuzzy control systems is performed. An intelligent control system with shared position and speed control is developed and implemented. A comparative study of control systems constructed using the classic and fuzzy approaches is conducted. The introduction of such technology of multi-stage fuzzy systems with the implementation of a single intelligent control module for complex electric drive systems will allow implementing a control system for a whole class of electric drive systems, taking into account the incompleteness and inconsistency of the source data, as well as all the features and relationships between coordinates in a complex control object. The combination of different fuzzy logic inference algorithms allows solving the tasks of intelligent control for multi-objective and multi-factor tasks.
Author Cherniy, Sergey P.
Buzikayeva, Alina V.
Susdorf, Viktor I.
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  givenname: Viktor I.
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  givenname: Sergey P.
  surname: Cherniy
  fullname: Cherniy, Sergey P.
  email: kepapu@knastu.ru
  organization: Komsomolsk-on-Amur state University (KnASU), Komsomolsk-on-Amur, Russia
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Snippet The paper presents the DC drive control system, on the basis of which the model of multi-cascade fuzzy control system is developed. The analysis of the...
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StartPage 45
SubjectTerms control law
Fuzzy control
Fuzzy logic
fuzzy logic controller
fuzzy multi-cascade system
Intelligent control system
Linguistics
Switches
Transient analysis
Velocity control
Title Modeling Multi-Cascade Fuzzy Controller with Integrated Implementation of Various Control Laws
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