QIU Zhangweijia, WANG Zhiqiang, QIN Chengpeng. Research and application of magnetic trace evaluation method for standard test shims based on machine vision[J]. Thermal power generation, 2023, 52(1): 140-148.
DOI:
QIU Zhangweijia, WANG Zhiqiang, QIN Chengpeng. Research and application of magnetic trace evaluation method for standard test shims based on machine vision[J]. Thermal power generation, 2023, 52(1): 140-148. DOI: 10.19666/j.rlfd.202206167.
Research and application of magnetic trace evaluation method for standard test shims based on machine vision
magnetic particle testing is widely used in power industry. The comprehensive sensitivity of the magnetic particle detection can be tested by A1 standard shims. However
at present
the evaluation of the clarity of magnetic trace on standard shims still depends on subjective judgment of the tester. In order to eliminate the subjective factors in the evaluation
this paper proposes a standard magnetic trace evaluation method based on machine vision. Based on Python programming language and OpenCV function library
the initial obtained magnetic trace is processed by image correction
magnetic trace extraction
quantitative analysis and evaluation using computer program. On this basis
the influence of the thickness of non-magnetic layer on the comprehensive sensitivity of magnetic particle detection is investigated using this method. It is shown that the magnetic trace evaluation method based on machine vision is more objective and accurate than the conventional manual evaluation.