Equipment maintenance system and method applying big data decision analysis model

Abstract

The invention discloses an equipment maintenance system applying a big data decision analysis model. The system comprises: a node setting module which is used for setting data transmission nodes; a data transmission module which is used for acquiring and uploading industrial equipment information and environment information in the target area according to a preset acquisition period; an initial analysis module which is used for importing the industrial equipment information and the environment information in the target area into a preset equipment maintenance decision analysis model to generate initial equipment maintenance information; an operation association module which is used for acquiring operation association information of the corresponding equipment; an associated maintenance module which is used for generating associated maintenance information; and a maintenance scheme module which is used for generating and sending an equipment maintenance scheme according to the initial equipment maintenance information and the associated maintenance information. The invention further discloses an equipment maintenance method applying the big data decision analysis model. According to the invention, accurate and effective maintenance management can be carried out on various devices, and the operation safety of the devices is ensured.

Description

technical field [0001] The invention relates to the technical field of equipment management, in particular to an equipment maintenance system and method using a big data decision analysis model. Background technique [0002] With the development of industry, it will be applied to industrial equipment in production and life. In intelligent manufacturing systems, industrial equipment has high cost, long service life, and high real-time requirements. Large-scale equipment will be affected by the external environment and internal components during operation, which will easily cause operational safety problems, especially for The equipment in some coal mine collection scenarios needs to pay more attention to safety issues, so the equipment needs to be maintained regularly. [0003] Predictive maintenance is an important means of industrial equipment maintenance. Through continuous measurement and analysis, the operating status of the machine can be judged and the maintenance tim...

AI Technical Summary

Problems solved by technology

In the existing technology, data collection is generally carried out by adding various collection devices, and then analyzing and predicting possible problems of the devices. The cost is too high, and the data analysis and processing capabilities are insufficient, so it is impossible to provide accurate and reasonable maintenance for each device. Program

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