Electroplating line material continuous production abnormity early warning protection method and related equipment

Through the analysis of audio and vibration data of the electroplating wire production line and combined with video monitoring, intelligent monitoring of the electroplating wire production line is achieved, solving the problems of low detection accuracy and high false alarm rate in the existing technology, and improving the production line stability and yield.

CN119197751APending Publication Date: 2024-12-27CHONGHUI SEMICON (JIANGMEN) CO LTD
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Patent Information

Application Number
CN202411144193.8
Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
Filing Date
2024-08-20
Publication Date
2024-12-27

AI Technical Summary

Technical Problem

The monitoring methods of existing electroplating wire production lines have low detection accuracy, making it difficult to fully reflect the operating status of the equipment, and there are problems of blind spots and high false alarm rates.

Method used

By collecting and analyzing the audio information and vibration data of the electroplating wire production line, combining video monitoring, deep learning models and cluster analysis are used to identify abnormal noise and vibration differences, and risk assessment and remote control are carried out to achieve the entire production process of the electroplating wire. Intelligent monitoring.

Benefits of technology

It improves the real-time monitoring accuracy of the electroplating wire production line, reduces the false alarm rate, can comprehensively detect fault characteristics, ensures stable operation of the equipment, and improves output and quality.

✦ Generated by Eureka AI based on patent content.

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Abstract

The invention discloses a plating line material continuous production abnormity early warning protection method and related equipment, and relates to the plating line material related field, and the method comprises the steps: collecting the audio information of a plating line material production line, and employing a pre-constructed sound mode sample database to achieve the precise recognition of abnormal noise, abnormal vibration is judged by analyzing the difference between vibration data and a standard vibration mode, the dynamic vibration state of equipment is monitored, automatic extraction and representation of audio features and vibration features are adopted, the accuracy of state detection is improved, operation risk assessment is carried out, risks generated by misoperation are avoided, stable operation of the system is guaranteed, and the reliability of the system is improved. And remote monitoring of the equipment is realized through a client instruction, so that the accuracy of continuous production monitoring of the electroplating line material can be improved.
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Citation Information

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