Application of fuzzy logic methods to modeling of the process of controlling complex technical systems | Научно-инновационный портал СФУ

Application of fuzzy logic methods to modeling of the process of controlling complex technical systems

Тип публикации: доклад, тезисы доклада, статья из сборника материалов конференций

Конференция: 13th International Conference on Mechanical Engineering, Automation and Control Systems, MEACS 2018; Novosibirsk; Novosibirsk

Год издания: 2019

Аннотация: In recent decades, the concept of "fuzzy" control has emerged in engineering practice, including machinery building, when a complex technical object is controlled in conditions of incomplete and / or insufficiently formalized information. Such systems are often characterized by insufficient reliability and degree of initial data formalization. One of the approaches to such objects is to use fuzzy logic methods. The first step of such processes modeling should include determination of input and output variables and their membership functions and creation of a knowledge base in the form of a set of "IF-THEN" rules. The Mathcad computing system is considered as a tool for modeling processes with fuzzy logic methods using the battery charging control process as an example. This paper presents detailed analysis of advantages and describes software implementation for the Mamdani algorithm. However the proposed approach can be used for other algorithms.

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Издание

Журнал: IOP Conference Series: Materials Science and Engineering

Выпуск журнала: 560

Номера страниц: 012046

Издатель: Institute of Physics Publishing

Авторы

  • Beckel L.S. (Bauman Moscow State Technical University)
  • Semenenko M.G. (RANEPA)
  • Tsarev R.Y. (Siberian Federal University)
  • Yamskikh T.N. (Siberian Federal University)
  • Knyazkov A.N. (Siberian Federal University)
  • Pupkov A.N. (Siberian Federal University)

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