ew 18: e4

Research Article

Analysis of approaches to modelling the fuzzy control systems with extension of their functional capabilities

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  • @ARTICLE{10.4108/eai.13-7-2018.165496,
    author={S.P. Cherniy and V.I. Susdorf and A.V. Buzikaeva and V.N. Khrulkov},
    title={Analysis of approaches to modelling the fuzzy control systems with extension of their functional capabilities},
    journal={EAI Endorsed Transactions on Energy Web: Online First},
    volume={},
    number={},
    publisher={EAI},
    journal_a={EW},
    year={2020},
    month={6},
    keywords={intelligent control system, spacial membership functions, multi-cascade fuzzy controller},
    doi={10.4108/eai.13-7-2018.165496}
}
  • S.P. Cherniy
    V.I. Susdorf
    A.V. Buzikaeva
    V.N. Khrulkov
    Year: 2020
    Analysis of approaches to modelling the fuzzy control systems with extension of their functional capabilities
    EW
    EAI
    DOI: 10.4108/eai.13-7-2018.165496
S.P. Cherniy1, V.I. Susdorf1,*, A.V. Buzikaeva1, V.N. Khrulkov1
  • 1: Komsomolsk-na-Amure State University, Department “Electric Drive and Automation of Industrial Installations”, 27 Lenina Ave., 681013 Komsomolsk-na-Amure, Russian Federation
*Contact email: Susdorf@mail.ru

Abstract

The research covers the issues of complexity in formalization of complex control objects using conventional methods and algorithms, considers different approaches to modeling of these objects, as well as reviews the features of different methods for synthesis of intelligent control systems using multi-cascade fuzzy control. It also represents a tracking drive model based on two-stage system. The structural solution for such an intelligent system includes four fuzzy controllers, three of which use Mamdani inference algorithms, and the fourth one represents an intelligent switching device with Sugeno inference algorithm. The article demonstrates the use of multi-cascade control technology for implementation of spacial membership functions.

Keywords
intelligent control system, spacial membership functions, multi-cascade fuzzy controller
Received
2020-03-13
Accepted
2020-06-13
Published
2020-06-19
Publisher
EAI
http://dx.doi.org/10.4108/eai.13-7-2018.165496

Copyright © 2020 S.P. Cherniy et al., licensed to EAI. This is an open access article distributed under the terms of the Creative Commons Attribution licence (http://creativecommons.org/licenses/by/3.0/), which permits unlimited use, distribution and reproduction in any medium so long as the original work is properly cited.