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

  • RESEARCH METHODS
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Fibre Chemistry Aims and scope

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.

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Authors and Affiliations

  1. Russian State University named after A. N. Kosygin (Technology. Design. Art), Moscow, Russia

    M. S. Ivanov

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  1. M. S. Ivanov
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Correspondence to M. S. Ivanov.

Additional information

Translated from Khimicheskie Volokna, No. 2, pp. 50 – 53, March – April, 2020.

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Ivanov, M.S. Application of Fuzzy Cognitive Maps for Researching the Process of Thermomechanical Processing of Fibrous Materials. Fibre Chem 52, 117–121 (2020). https://doi.org/10.1007/s10692-020-10164-z

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  • DOI: https://doi.org/10.1007/s10692-020-10164-z

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