Registration Number
0217U003283,
0116U003615
, R & D reports
Title
Development of neural network models for rapid technological preparation of manufacture of new competitive products.
popup.stage_title
Head
Kovalevskii Sergey V.,
Registration Date
03-02-2017
Organization
Donbass State Engineering Academy
popup.description2
Object of research: neural network system. Subject of research: methods of application of neural networks in the technological preparation of production problems. Objective: Development of intelligent system for increasing the speed and reducing the complexity of technological preparation of production of new products. Theoretical and practical results: built structural models, reflecting the impact of factors on the duration of the process steps and the total processing time; developed a mathematical model of resource machining; designed neural network system of technological preparation of manufacture of new products; developed algorithms build, configure, and optimize the structure of neural input modules of the system. Scientific novelty: an approach to the preparation of the production process, not based on standardized calculations, process parameters, and on the generalization of accumulated experience in the enterprise design processes; To investigate the association between the characteristics and resources necessary for the manufacture of parts; further developed the theory of typical and group technological processes through the use of neural network modeling details. Efficiency: The proposed development permit to improve the procedure of technological preparation of production of new products in enterprises. Applications: machine-building enterprises. The features of the resources of the assessment process required for the manufacturing of products, as well as factors affecting the resource intensity of production; carried out the construction of mathematical models of resource provision of technological operations; explores the characteristics of information support of resource models; developed block diagrams of synthesis algorithms, operation, optimization of the structure and training of neural network modules of technological preparation of production system.
Product Description
popup.authors
Гітіс Веніамін Борисович
Гітіс Тетяна Павлівна
Ковалевська Олена Сергіївна
Ковалевський Сергій Вадимович
Олійник Світлана Юріївна
Оніщук Сергій Григорович
Тулупов Володимир Іванович
popup.nrat_date
2020-04-02
