Title :
Research on automatic detection for defect on bearing cylindrical surface
Author :
Chen, Lianqing ; Chen, Yongqing ; Wang, Kun ; Zhang, Zhenxiang
Author_Institution :
Ningbo Univ. of Technol. of Mech. Eng., Ningbo, China
Abstract :
At present, it is still by using manual method to detect the defects on micro bearing surface. The method is laborious and time consuming. Moreover, it has a low efficiency and high miss-detection rate. Due to the fact, an on-line automatic detection system is developed using linear CCD. The proposed system is composed of three subsystems: the detection environment setting subsystem, the automatic detection subsystem, and the data management subsystem. In order to lead the above subsystems to cooperate with each other, control software is developed with LabVIEW 8.5 as a platform. Experimental results indicate that the system realizes the predefined functions and caters to the requirements of stability, real-time performance, and accuracy. Thus it can be applied for actual production.
Keywords :
CCD image sensors; computer vision; database management systems; machine bearings; object detection; production engineering computing; virtual instrumentation; LabVIEW 8.5; automatic defect detection; automatic detection subsystem; bearing cylindrical surface; computer vision; control software; data management subsystem; database technology; detection environment setting subsystem; linear CCD; micro bearing surface; online automatic detection system; Light emitting diodes; Mechanical engineering; Mechanical variables measurement; Surface treatment;
Conference_Titel :
Intelligent Control and Information Processing (ICICIP), 2010 International Conference on
Conference_Location :
Dalian
Print_ISBN :
978-1-4244-7047-1
DOI :
10.1109/ICICIP.2010.5565229