Application of Fuzzy Cognitive Maps for Researching the Process of Thermomechanical Processing of Fibrous Materials

The possibility of using fuzzy cognitive maps in the study of the deformation properties of a fibrous material processed in the thermomechanical zone of the drying chamber of the unit for the production of bulk non-woven material is considered. The connection between the concepts is determined, a sy...

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Bibliographic Details
Published in:Fibre chemistry 2020-07, Vol.52 (2), p.117-121
Main Author: Ivanov, M. S.
Format: Article
Language:English
Subjects:
Chemistry
Chemistry and Materials Science
Cognitive maps
Cognitive models
Modelling
Organic Chemistry
Polymer Sciences
Research Methods
Thermomechanical treatment
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Summary:The possibility of using fuzzy cognitive maps in the study of the deformation properties of a fibrous material processed in the thermomechanical zone of the drying chamber of the unit for the production of bulk non-woven material is considered. The connection between the concepts is determined, a system of equations is derived, and the training of fuzzy cognitive maps is described. The methodology of cognitive modeling of complex dynamic objects is presented and a list of concepts characterizing the state of the object of study is presented. Based on the analysis and modeling of the cognitive map, a transient graph of fuzzy cognitive maps is compiled.
ISSN:0015-0541
1573-8493
DOI:10.1007/s10692-020-10164-z