Tool life prediction method, device and computer equipment based on edge computing

Abstract

The present invention provides a tool life prediction method, device and computer equipment based on edge computing, wherein the method obtains the available distance and cutting information of the tool; according to the cutting information, determines the wear coefficient corresponding to the cutting information; inputting the wear coefficient and the cutting information into the first tool wear model to obtain the wear rate of the tool; predicting the life time of the tool according to the wear rate of the tool and the usable distance of the tool, It solves the problem that the operators located outside the shielded room cannot know the service life of the tools used in the shielded room in the nuclear industry environment in the related art, and then there is a problem that the pass rate of workpieces cut by the tools in the shielded room is reduced, so that the operators located outside the shielded room can According to the predicted life time of the tool, the running time of the tool is accurately and efficiently controlled to improve the pass rate of the workpiece cut by the tool in the shielding room.

Description

technical field [0001] The invention belongs to the field of edge computing, and in particular relates to a tool life prediction method, device and computer equipment based on edge computing. Background technique [0002] Edge computing refers to an open platform that integrates network, computing, storage, and application core capabilities on the side close to the source of objects or data, and provides the nearest end services. Its applications are initiated on the edge side to generate faster network service responses and meet the basic needs of the industry in terms of real-time business, application intelligence, security and privacy protection, and edge computing is between physical entities and industrial connections, or between physical entities and industrial connections. The top of the entity. [0003] In the related art, during metal cutting, the tool deforms the workpiece material and shears it off in the form of chips. The deformation process requires a lot of...

AI Technical Summary

Problems solved by technology

[0005] The embodiment of the present application provides a tool life prediction method, device and computer equipment based on edge computing, to at least solve the problem that operators located outside the shielded room cannot accurately know the service life of the tool used in the shielded room in the nuclear industry environment in the related art, and then There is a problem that the pass rate of the workpiece cut by the cutting tool in the shielding room is reduced

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