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 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.