The specialized training of doctoral students is related to the acquisition, scientific research, and application of the latest achievements of science in the field of machines and equipment in the textile and sewing industry, as well as their implementation in industrial conditions. In accordance with the rapidly developing technologies in sewing and textile production, research is conducted to solve current issues in the areas of: design and improvement of the structures of modern textile and garment machines and equipment, development of test benches and methodologies for computer modeling and research of the behavior of textile and loop structures, etc.