Research and forecasting of the stability of the structure of linen suit and dress fabrics

• V. V. Lapshin

  V. V. Lapshin. Kostroma State University. Kostroma. Russia

• N. A. Smirnova

  N. A. Smirnova. Kostroma State University. Kostroma. Russia

• V. V. Zamyshlyaeva

  V. V. Zamyshlyaeva Kostroma State University. Kostroma. Russia

• Sheromova I.A.

  I. A. Sheromova. Vladivostok State University of Economics and Service Vladivostok. Russia

The article presents the results of research and forecasting the stability of the structure of suit-and-dress linen fabrics, which are the object of research. The subject of this research is the structure stability of suit-and-dress linen fabrics to the shear of threads, determined
using the author's method, implemented through the developed automated system. The work uses elements of the theory of artificial neural networks (ANN). In the experimental study, standard methods for measuring the structural parameters of materials
were used. The main research was carried out by the method of shifting threads in the fabric, implemented by an automated system. A distinctive feature of the measuring system is the ability to obtain numerical characteristics and a graphical record of the
process of filament shear and recovery after shear by means of specially developed software. Prediction of the stability of the structure of linen fabrics was carried out using a specially developed computer program "Neuro-Prognosis". As a result of the studies
carried out in the context of ensuring digitalization of the packaging of materials into a product package, the effectiveness of predicting the stability of the tissue structure during shear using an intelligent system based on a developed computer program in the absence
of an experimental base has been proved. As a result of the study, reference data are presented on the characteristics of the stability of the structure of linen fabrics during shear, which are necessary for designing clothes with the required form stability and,
as a consequence, for improving the quality of manufactured garments.

Keywords: linen suit fabrics, shear deformation, structure stability, forecasting.