Modeling of Industrial and Technological Processes in Complex Systems Based on Neuro-Fuzzy Petri Nets

Author:

Bobryakov A V,Prokopenko S A,Misnik A E,Krutalevich S K

Abstract

Abstract For effective functioning within a complex system, industrial and technological processes are supported by appropriate information-analytical processes that ensure the collection and analysis of information, as well as modeling and making control decisions for the industrial and technological process. A variety of neuro-fuzzy Petri nets with temporal fuzzy neurons is proposed. An example of con-structing a model of an industrial and technological process and the corresponding information-analytical processes is considered. The developed specialized software for modeling industrial and technological processes and the implementation of information-analytical processes is considered.

Publisher

IOP Publishing

Subject

General Physics and Astronomy

Reference13 articles.

1. Intuitionistic Linear Temporal Logics;Balbiani;ACM Transactions on Computational Logic,2019

2. Approaches to the Implementation of Information-Analytical Processes in Complex Technical-Organizational Systems;Bobryakov,2020

3. Neuro-fuzzy Petri nets for the development and management of information-analytical processes in cyber-physical system;Bobryakov,2020

4. Forecastinging of Multidimensional Time Series Basing on Fuzzy Rule-Based Models;Borisov;Proceedings of the 21th International Conference: Complex Systems: Control and modeling problems,2019

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