TIAN Jia-tian, ZHAO Hui, MIN Xue-gang etc. Automatic measurement system for wave height and length of sawing wire[J]. Editorial Office of Optics and Precision Engineering, 2016,24(10s): 380-386
TIAN Jia-tian, ZHAO Hui, MIN Xue-gang etc. Automatic measurement system for wave height and length of sawing wire[J]. Editorial Office of Optics and Precision Engineering, 2016,24(10s): 380-386 DOI: 10.3788/OPE.20162413.0380.
Automatic measurement system for wave height and length of sawing wire
To realize the automatic measurement of waveform and parameters of sawing wire
this paper has researched and developed a kind of automatic measurement system of sawing wire based on image processing. The system collects
identifies and handles single image of steel wire by adopting image measurement method
and parameters of wave height and length in single image are obtained. Then
rotate steel wire
and collect several images in the process of rotation of steel wire for a period. Restore 3D structural model of steel wire; separate big and small waves of steel wire
and obtain actual parameters of steel wire. Finally
adopt sub pixel subdivision to improve resolution ratio and repeated accuracy of image measurement. Experimental results show that:the resolution ratio of this system may reach 0.1
m; the measurement accuracy of big wave height is less than 1
m
while that of small wave height is less than 3
m
which not only meets demands for full automation and high repeated accuracy but also has very high accuracy ratio in the aspect of identification and separation of big and small waves.
关键词
Keywords
references
崔影. 光伏太阳能硅片切割用钢丝生产[J]. 金属制品, 2013, 39(2):15-18. CUI Y. Production of sawing wire for photovoltaic solar wafer[J].Metal Product, 2013, 39(2):15-18. (in Chinese)
YAMADA T. Prediction of warping in silicon wafer slicing with wire-saw machine[J]. Theoretical and Applied Mechanics Japan, 2002,51:251-258.
DENG C X, WANG G B, YANG X R. Image edge detection algorithm based on improved canny operator[C]. In Wavelet Analysis and Pattern Recognition (ICWAPR), 2013:168-172.
WOODFORD O J, PHAM M T, MAKI A, et al.. Demisting the Hough transform for 3D shape recognition and registration[J]. International Journal of Computer Vision, 2014, 106(3):332-341.
刘桂雄, 申柏华, 冯云庆,等. 基于改进的Hough变换图像分割方法[J]. 光学精密工程, 2002, 10(3):337-340. LIU G X, SHEN B H, FENG Y Q. Study of image segmentation based on improved Hough Transfrom[J].Opt. Precision Eng., 2002, 10(3):337-340. (in Chinese)
YU H, ZHANG X J, WANG S et al..Alternative framework of the Gaussian filter for non-linear systems with synchronously correlated noises[C]. IET Science, Measurement & Technology, 2016.
KEE C W, Ratnam M M. A simple approach to fine wire diameter measurement using a high-resolution flatbed scanner[J]. The International Journal of Advanced Manufacturing Technology, 2009, 40(9-10):940-947.
张舞杰, 杨义禄, 李迪,等. 自动影像测量系统关键算法[J]. 光学精密工程, 2007, 15(2):294. ZHANG W J, YANG Y L, LI D et al.. Key algorithms of automatic image measurement system[J].Opt. Precision Eng., 2007, 15(2):294. (in Chinese)
SHAFEEK H I, GADELMAWLA E S, ABDEL-SHAFY A A et al..Assessment of welding defects for gas pipeline radiographs using computer vision[J]. NDT & E International, 2004, 37(4):291-299.
王建民,浦昭邦,刘国栋. 提高图像测量系统精度的细分算法的研究[J]. 光学精密工程, 1998, 6(4):44-50. WANG J M, PU ZH B, LIU G D. The Research of Subpixel Algorithms of Improving the Accuracy of Image Measuring System[J].Opt. Precision Eng., 2004, 6(4):44-50. (in Chinese)
BELEGA D, DALLET D, PETRI D. Performance comparison of the three-parameter and the four-parameter sine-fit algorithms[C]. InInstrumentation and Measurement Technology Conference (I2MTC), 2011:1-4.