Development and Application of Oil On-Line Monitoring and Intelligent Diagnosis System for Automotive Stamping Press Driven by Big Data

Focusing on the development of oil on-line monitoring and intelligent diagnosis system, taking automotive stamping press equipment as the research object, from the aspects of system software architecture, hardware architecture and system function, a company-level oil on-line monitoring and intelligent diagnosis system driven by big data is planned and established; The system is designed and developed from the aspects of monitoring objects and monitoring parameter setting, monitoring unit design and development, oil circulation unit design and installation, diagnosis model improvement, intelligent analysis and diagnosis, trend prediction, visualization and system integration; In order to realize the closed-loop operation and popularization and application of the whole system, the management mechanism of oil monitoring and intelligent diagnosis system is developed, and the real-time monitoring of oil condition is realized. At the same time, through the intelligent diagnosis, analysis and prediction of data, the workload of oil consumption and monitoring of equipment is reduced, and the predictive maintenance of equipment is assisted. Improve the quality of equipment operation, ensure the running time of equipment, and then ensure the production capacity.