Cognitive Maps in the Development of the Multi-dimensional System of Objects’ Management for the Manufacturing of Products From Composites

DOI

10.2991/csit-19.2019.25How to use a DOI?

Keywords

cognitive maps, technological process, composite materials, modeling, automation

Abstract

The article discusses the problem of automation of technological processes for the manufacturing of products from polymer composite materials used in mechanical engineering. Classification of control systems is represented according to the degree of completeness of a priori information about the control object and the complexity of the system’s structural scheme. The structure of the automation of technological process is given using the example of the manufacture of composite materials. This structure includes the production of the binder, prepreg, polymerization, drying, gluing and information field. The methodology of cognitive maps modeling in the development of the multidimensional system of objects’ management for the manufacturing of products from composites is considered. control systems based on cognitive maps, implemented on clear terms, are closer to human thinking and natural language and allow build a control algorithm adequate to the real production process. Cognitive maps based on cognitive modeling allow the use of incomplete, fuzzy and even contradictory information from a subject expert about a complex object, including polymerization. The development of control systems for the manufacturing of polymer composite materials at the heat treatment stage based on the cognitive maps on clear terms is an urgent scientific problem. In addition, the solution of it will allow significantly increase productivity, reduce energy consumption and improve the quality of materials subjected to heat treatment.

Copyright

© 2019, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - Tatiana Sazonova
AU  - Larisa Polyakova
PY  - 2019/12
DA  - 2019/12
TI  - Cognitive Maps in the Development of the Multi-dimensional System of Objects’ Management for the Manufacturing of Products From Composites
BT  - Proceedings of the 21st International Workshop on Computer Science and Information Technologies (CSIT 2019)
PB  - Atlantis Press
SP  - 147
EP  - 150
SN  - 2589-4900
UR  - https://doi.org/10.2991/csit-19.2019.25
DO  - 10.2991/csit-19.2019.25
ID  - Sazonova2019/12
ER  -