In-line inspection of roundness using machine vision

被引:32
|
作者
Ayub, Muhammad Azmi [1 ]
Mohamed, Azmi B. [2 ]
Esa, Abdul Halim [1 ]
机构
[1] Univ Teknol MARA UiTM, Fac Mech Engn, Shah Alam 40450, Selangor, Malaysia
[2] GMI, Bangi, Selangor, Malaysia
来源
2ND INTERNATIONAL CONFERENCE ON SYSTEM-INTEGRATED INTELLIGENCE: CHALLENGES FOR PRODUCT AND PRODUCTION ENGINEERING | 2014年 / 15卷
关键词
Roundness; machine vision; in-line inspection; cylindrical machined part; image processing;
D O I
10.1016/j.protcy.2014.09.054
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
It is a common practice for any manufacturers to control the quality of their product in order to satisfy the customers' needs. This is particularly important for most machined parts which require a stringent dimensional and geometrical control. Once a machined part is produced, an inspection process is carried out to check whether the part is within specified tolerances. The purpose of the inspection procedure is to ensure that the part will meet its functional and performance requirements in their overall assembly. One of the most important tolerances to be controlled on a cylindrical machined part is the roundness error. A roundness measuring machine (RMM) and coordinate measuring machine (CMM) are the general metrological equipment used for inspection of roundness which normally performed in a quality room. This study aims to develop an in-line inspection of roundness error using machine vision. The system is developed with a machine vision (camera), work holding tools, lighting device and also image processing software for roundness evaluation. An automotive camshaft has been taken as a sample of the cylindrical part. (C) 2014 Published by Elsevier Ltd.
引用
收藏
页码:807 / 816
页数:10
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