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基于最小凸包的直齿圆柱齿轮检测方法研究
  • ISSN号:1000-7105
  • 期刊名称:《电子测量与仪器学报》
  • 时间:0
  • 分类:TP391.4[自动化与计算机技术—计算机应用技术;自动化与计算机技术—计算机科学与技术]
  • 作者机构:上海大学机电工程与自动化学院,上海200072
  • 相关基金:国家自然科学基金(31570998)资助项目
中文摘要:

提出了基于齿轮外轮廓最小凸包及凸包缺陷的直齿圆柱齿轮齿数及缺齿识别算法,采用二值图像连通域跟踪提取齿轮外轮廓,然后进行外轮廓最小凸包及凸包缺陷检测,去除伪凸包缺陷后进行齿数检测及缺齿部位识别。根据直齿圆柱齿轮外形特征,提出了基于齿轮外轮廓凸包顶点的齿顶圆检测方法,以及基于齿轮外轮廓凸包缺陷最深点的齿根圆拟合方法,实现了直齿圆柱齿轮的特征圆参数快速测量。实验结果表明,齿数及缺齿识别算法正确率高达98.48%;与现有两种典型方法对比,齿轮特征圆拟合算法可以实现各种情况下齿顶圆和齿根圆的高速高精度定位。

英文摘要:

A spur gear tooth number and missing teeth identification algorithm based on minimum convex hull and convex defects of outer contour is presented in the paper. Firstly,the connected domain of binary image is adopted to trace the outer contour of gear. Then,the minimum convex hull and convex defects of outline are detected,and fake convex defects need to be removed before identifying tooth number and missing teeth part. According to the shape characteristics of spur gear,an addendum circle detection method based on the convex hull vertices of gear outer contour and a dedendum circle fitting method based on the deepest point of convex defects are proposed,which have realized the rapid measurement of characteristic circle parameters of spur gear. The experimental results show that the accuracy of the proposed tooth number and missing teeth recognition algorithm is as high as 98. 48%. Compared with the existing two kinds of typical methods,the proposed characteristic gear circle fitting method can achieve high speed and high precision positioning of addendum circle and dedendum circle under various conditions.

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期刊信息
  • 《电子测量与仪器学报》
  • 中国科技核心期刊
  • 主管单位:中国科学技术协会
  • 主办单位:中国电子学会
  • 主编:彭喜元
  • 地址:北京市东城区北河沿大街79号2层
  • 邮编:100009
  • 邮箱:mi1985@emijournal.com
  • 电话:010-64044400
  • 国际标准刊号:ISSN:1000-7105
  • 国内统一刊号:ISSN:11-2488/TN
  • 邮发代号:80-403
  • 获奖情况:
  • 国内外数据库收录:
  • 中国中国科技核心期刊,中国北大核心期刊(2014版)
  • 被引量:14380