Research on State Monitoring of Hydraulic Oil in Construction Machinery Based on Grey Theory and Artificial Intelligence Technology
Hydraulic oil plays an essential role in the smooth operation of equipment in construction machinery.The perform-ance of hydraulic systems and the lifespan of components are closely related to the working condition of hydraulic oil.This paper makes full use of the extensive hydraulic oil data collected by the machinery's onboard controller and,based on grey theory and advanced data processing methods using artificial intelligence(Al)technology,develops an oil monitoring sys-tem.This system enables real-time and accurate monitoring of the hydraulic oils condition,effectively predicting potential faults and significantly reducing losses caused by hydraulic oil failures.
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