Equipment fault maintenance method and device based on cloud side cooperation

Abstract

The invention discloses an equipment fault maintenance method and device based on cloud side cooperation. The method comprises the steps of acquiring historical operation data and real-time operationdata of equipment; sending the historical operation data to a cloud control center to enable the cloud control center to train a fault prediction model according to the historical operation data, receiving the fault prediction model and a fault prediction application sent by the cloud control center by an edge computing center, and analyzing the real-time operation data of the equipment by adopting the fault prediction model to obtain the real-time operation data of the equipment; and generating an analysis result, wherein the fault prediction application displays the real-time operation dataand the analysis result of the equipment. The embodiment of the invention can be realized as follows: 1, the real-time performance of data acquisition and fault analysis is enhanced, and the maintenance difficulty of the robot is reduced; 2, the state prediction of the target equipment is realized at the edge, the waiting time for uploading the data to the cloud computing platform is saved, and the predictive maintenance work of the industrial equipment strives for two hundred seconds;.

Description

technical field [0001] The present invention relates to the field of communication technologies, and in particular, to a method and device for equipment fault maintenance based on cloud-side collaboration. Background technique [0002] The Internet of Things is a network concept that extends and expands its user end to any item and item for information exchange and communication on the basis of the Internet. It touches almost all important aspects of information technology. [0003] The intelligent factory is the development trend of the future factory. People only need to use the computer in the office to monitor the working status of various equipment, and can control the equipment to complete various tasks. When the equipment fails, the fault can be quickly located and repaired. bring it back into production. As an automated device that replaces human work, industrial robots can complete a large number of tasks (such as welding, grinding, assembly, palletizing and handl...

AI Technical Summary

Problems solved by technology

When the existing industrial robots fail, usually only professional maintenance personnel can disassemble and inspect the industrial robots on site, resulting in poor real-time performance of data collection and fault analysis, increasing the difficulty of robot maintenance

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