Possibility of using Matlab application to propose fuzzy computer model

Author:

Hrehova S,Husár J,Hladký V

Abstract

Abstract More and more organizations in various fields apply the principles of the Industry 4.0 philosophy. The result, among other benefits, is the acquisition of a large amount of data. Data can be of great importance to them in terms of decision support, analysis and, last but not least, as a resource for simulations and computer models. Currently, various approaches and software applications can be used to create models. One of the applications that allows the creation of computer models in various fields is Matlab. Diversity of use is ensured by different sets of tools, which are specifically focused on individual areas and thus provide the necessary tools. In the presented paper we focus on the possibilities of using fuzzy approach in the design of a computer model in the field of heating with the tools of the Fuzzy Logic Controller toolbox. The basis for creating the model will be historical data obtained from the real object. The individual tools of the toolbox, the creation and presentation of rules will be described, as well as the connection of the proposed model with the Simulink environment.

Publisher

IOP Publishing

Subject

General Medicine

Reference15 articles.

1. Fuzzy Sets;Zadeh;Information and Control,1965

2. A Generalized Direct Approach for Designing Fuzzy Logic Controllers in Matlab/Simulink GUI Environment;Altas;International Journal of Information Technology and Intelligent Computing, Int. J. IT&IC no.4,2007

3. Application of Fuzzy Principles in Evaluating Quality of Manufacturing Process;Hrehova;Wseas Transaction on Power Systems,2012

4. Overview of Progressive Evaluation Methods for Monitoring of Heat Production and Distribution;Corný;Procedia Engineering,2017

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