Optical inspection of stator slots for electric motors

IF 1.9 Q3 ENGINEERING, MANUFACTURING Manufacturing Letters Pub Date : 2024-10-01 DOI:10.1016/j.mfglet.2024.09.014
Sean Wagner, John Agapiou
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Abstract

An optical non-contact inspection system was developed for measuring the slots in stator lamination stacks. To avoid passing go/no-go gage blocks through the slots, a machine vision system is instead used to measure the stator core slots and identify the presence of burrs within the slots. Utilizing telecentric optics along with an alignment monitoring system configured to monitor and orient the stator core, the core slots can be oriented relative to the imaging axis for further metrology measurements. Among these measurements, the smallest opening dimensions (slot width and depth) of each slot due to misalignment of laminations and the detection of burrs along the edges of the slots throughout the length of the lamination stack are critical for full stator assembly. Advanced image processing algorithms were developed to obtain sub-pixel accuracy which is required to measure the slots. This, used in conjunction with a robust vision calibration technique, increases the feasibility of building a device that can be implemented as a production inspection system. Experiments show the reliability of the computer vision approach and how it can be used in the inspection of slots in lamination stacks.
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对电机定子槽进行光学检测
我们开发了一种光学非接触式检测系统,用于测量定子叠片中的槽。为了避免通过槽中的 "去/不去 "量块,该系统改用机器视觉系统来测量定子铁芯槽,并识别槽中是否存在毛刺。利用远心光学系统和对准监控系统(用于监控定子铁芯并确定其方向),可确定铁芯槽相对于成像轴的方向,以便进行进一步的计量测量。在这些测量中,由于层叠错位造成的每个槽的最小开口尺寸(槽宽和槽深),以及沿着整个层叠长度的槽边缘检测毛刺,对于定子的完整装配至关重要。我们开发了先进的图像处理算法,以获得测量槽所需的亚像素精度。该算法与强大的视觉校准技术结合使用,提高了制造可作为生产检测系统的设备的可行性。实验显示了计算机视觉方法的可靠性,以及如何将其用于层压堆栈的槽检查。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Manufacturing Letters
Manufacturing Letters Engineering-Industrial and Manufacturing Engineering
CiteScore
4.20
自引率
5.10%
发文量
192
审稿时长
60 days
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