Research on intelligent measurement system of workpiece outer dimension

Bo Liu; Hongwei Gao; Yueqiu Jiang; Xin Zhang

doi:10.1117/12.2675285

25 May 2023 Research on intelligent measurement system of workpiece outer dimension

Bo Liu, Hongwei Gao, Yueqiu Jiang, Xin Zhang

Proceedings Volume 12636, Third International Conference on Machine Learning and Computer Application (ICMLCA 2022); 126364Q (2023) https://doi.org/10.1117/12.2675285
Event: Third International Conference on Machine Learning and Computer Application (ICMLCA 2022), 2022, Shenyang, China

Abstract

In the field of machinery manufacturing, due to the backward detection methods of the outer dimensions of the workpiece, the high labor intensity of the detection and the high production cost, the problems of poor detection accuracy and low efficiency are caused. Therefore, this paper designs an industrial camera-based intelligent detection system for workpiece outer dimensions. The system uses industrial cameras to simulate human vision functions to accurately extract information from workpiece images and convert them into a form that can be understood and calculated by computers. Compared with the traditional manual workpiece external size detection method, the system has the advantages of good positioning flexibility, short sampling period, large amount of information, low cost, good stability, high precision and intelligence, etc., and the system realizes online non-contact detection, which has the characteristics of high accuracy, fast speed, and easy operation; at the same time, the system realizes the real-time measurement of the outer dimensions of the workpiece and the result output, and the detection accuracy is less than 0.01mm.Through the actual production environment test, the system can meet the requirements of rapid and accurate detection of the outer dimensions of the workpiece, and effectively enhance the ability of automatic manufacturing and detection of products.

Citation Download Citation

Bo Liu, Hongwei Gao, Yueqiu Jiang, and Xin Zhang "Research on intelligent measurement system of workpiece outer dimension", Proc. SPIE 12636, Third International Conference on Machine Learning and Computer Application (ICMLCA 2022), 126364Q (25 May 2023); https://doi.org/10.1117/12.2675285

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