352 / 2024-03-18 15:16:22

Safe and efficient operation of electromechanical equipment based on digital technologies

digital,machine learning,system reliability,singular value decomposition; image processing,Induction motor,Fault Diagnosis

4、智能化装备技术 > 1、智能矿山装备技术

The development of intelligent production systems makes it possible to build a life cycle management system for the operation of EMP as a dynamically controlled system and integrate various intelligent software modules (digital services) into it. Integration of data based on a “digital twin” opens up opportunities to improve the safety, energy efficiency, environmental friendliness and economic efficiency of EME operation, taking into account the influence of many factors throughout the use of equipment in production. The lack of comprehensive solutions for the use of digital technologies for mining enterprises, in terms of ensuring the safe and efficient operation of electro-mechanical equipment, determines the relevance of the research area, including when considering EMP as a key link in the conversion and use of energy, as well as a source of digital data.

Therefore, the direction of development of theory and methods for increasing the safety and efficiency of EMP operation in the structure of electrical complexes based on the integrated use of digital technologies is an important part of the strategy for the sustainable development of mining enterprises and ensuring the country’s energy security.