Open AccessDigital twin technology as a modern approach to quality management
Author(s) -
Nikita S. Rodionov,
Lyudmila I. Tatarnikova
Publication year - 2021
Publication title -
e3s web of conferences
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.203
H-Index - 22
eISSN - 2555-0403
pISSN - 2267-1242
DOI - 10.1051/e3sconf/202128404013
Subject(s) - quality (philosophy) , computer science , quality management system , systems modeling language , process management , product (mathematics) , management system , systems engineering , production (economics) , software , unified modeling language , manufacturing engineering , engineering management , quality management , business , engineering , operations management , philosophy , geometry , mathematics , epistemology , economics , macroeconomics , programming language
The concept of a digital twin and its types are discussed in this paper. The essence of the development of digital twins in the SysML language, the use of AnyLogic (simulation software) and the use of MES (Manufacturing Execution Systems) software for communication with production systems are described. The functions of neural technologies that can be integrated into a modern QMS (quality management system) are considered. The use of digital twins in the quality management system allows monitoring inconsistencies in the technological component of production and quickly eliminating them, and also offers solutions to the identified problem. Companies are now finding a competitive advantage in digital technologies, especially digital twins, whose economic benefits are undeniable. The quality management system of enterprises with high-tech industries is more and more moving into the analysis of big data and in interaction with the digital environment. Thus, it is so important to pay attention to technologies directly related to the analysis of the quality of the product and the processes of its creation. As a result of the study, a clear connection between advanced information technologies and the development of the quality management system of enterprises was revealed.