Clamp state detection method and device, terminal and storage medium

Abstract

The invention is suitable for the technical field of industrial detection, and provides a clamp state detection method and device, a terminal and a storage medium. The fixture state detection method specifically comprises the following steps: acquiring fixture state data of a to-be-detected fixture, environment data of an environment where the to-be-detected fixture is located, and machine tool equipment data of a machine tool provided with the to-be-detected fixture; fusing the fixture state data and the environment data to obtain target fusion data of the to-be-tested fixture; inputting the target fusion data into a state monitoring model associated with the machine tool equipment data to obtain an abnormal score of the target fusion data output by the state monitoring model; and if the abnormal score is greater than a preset score threshold, determining that the clamp state of the to-be-tested clamp is an abnormal state. According to the embodiment of the invention, the state of the clamp can be detected, whether the clamp is in an abnormal state or not is judged, and the problem of product quality reduction caused by clamp abnormity is avoided.

Description

technical field [0001] The present application belongs to the technical field of industrial detection, and in particular relates to a detection method, device, terminal and storage medium of a clamp state. Background technique [0002] Fixtures are an important part of process equipment and one of the most active factors in the process, which can affect product quality, production efficiency and processing costs. With the continuous advancement of science and technology, CNC machining equipment has developed rapidly, and the corresponding CNC machine tool fixtures are also constantly developing and changing. [0003] The machine tool fixture can connect the machine tool and the workpiece. Its main task is to select a reasonable positioning method and clamp the device according to the customer's processing parts requirements. When using machine tool fixtures, it is first necessary to analyze the factors that cause errors in the position of the machined parts; then, according...

AI Technical Summary

Problems solved by technology

At present, there is a lack of means to monitor the health status and life cycle of fixtures on the craft site, and more is to monitor the spindle or tool of CNC machine tools, resulting in product quality problems caused by fixture problems being ignored, which in turn leads to industrial production. Unable to achieve the best quality control effect

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