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Проектирование качества швейных изделий с применением искусственного интеллекта
Научный журнал «Костюмология» (Journal of Clothing Science), Российская Федерация. 2021. Т. 6. № 2. С. 1–14.
Туханова В. Ю.
This article provides an overview of existing methods for assessing the quality of garments at the stage of design. The article considers the absolute, product-oriented, consumer-oriented, producer-oriented and value-based approaches to classification of quality criteria for the design and manufacturing of light industry products. The author analyzed traditional models for assessing the quality of garments, including methods of expert assessments. The article deals with a set of indicators that determine the quality of garments. The list of indicators includes the perfection of the technical and aesthetic performance of the product, socio-economic indicators, functionality, functional reliability and safety of a garment. A conceptual model for designing the quality of a garment was developed by the author. The process is presented in the form of a function, the arguments of which are the organization of the process of designing and manufacturing a garment; garment manufacturing; confectioning of materials; garment operating conditions; garment’s design parameters; garment manufacturing technology; garment pricing; social factors. The article provides a rationale for using artificial intelligence technologies to solve the problems of selecting optimal design proposals, manufacturing technology, materials and other parameters. The article also considers possibilities of a three-dimensional clothing design digital platform, which contains a range of technical characteristics that ensure the implementation of a conceptual model for designing a garment quality, including design and technological documentation for the production of a batch of products; artistic-aesthetic and physical-mechanical properties of materials; garment’s design parameters; garment pricing in terms of the materials and accessories costs. The author proposes ways of introducing artificial intelligence technologies into the process of quality assessment in the garments design.
Priority areas:
engineering science
Language:
Russian
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