Research on Measurement of Fried Dough Twists Drill Edge Band Width Based on LM Method
ZHOU Zheng1,TAI Ligang1,CHEN Zhiyuan2,ZHANG Yu1
1. School of Mechanical Engineering,Shenyang University of Technology,Shenyang, Liaoning 110870,China
2. Shenyang Municipal Group,Shenyang Municipal Group Corporation,Shenyang, Liaoning 110026,China
Abstract:A detection method of twist drill blade width based on binarization is proposed. Firstly, the target edge is sharpened, and then the edge information is extracted by Butterworth high-pass filtering. Secondly, through the improved Otsu binarization algorithm, the suspected edge points are threshold segmentation and the coordinates of the edge points are obtained. Again, the Levenberg-Marquardt(LM) method is used to fit the points near the edge, so as to get the edge band width curve and its inflection point, and get the data of edge band width of twist drill. Finally, the contrast experiment is carried out, and the untreated M35 blade image with a diameter of 2.5cm is processed by LM method, the blade width is 1.467mm, and the measurement error is 0.467mm.. The improved measurement result is 0.853mm and the measurement error is 0.147mm.
XU X Y, SHI P X, ZHOU X Q, et al. A novel vision measurement system for health monitoring of tunnel structures[J]. Mechanics of Advanced Materials and Structures, 2022, 29(15): 2208-2218.
[12]
YANG S, WANG J, SHI L, et al. Engineering management for high-end equipment intelligent manufacturing [J]. Frontiers of Engineering Management, 2018, 5(4): 420-450.
CHENG Y, LI XF, ZHU N. Research on on-line detection method for tool profile base on machine vision [J]. Optical technology, 2020, 46(2): 167-172.
FAN Y Q, LI Y M, ZHANG T, et al. Research on the height measurement method of blowout liquid column based on machine vision [J]. Laser magazine, 2023, 44(1): 22-26.
[18]
OTSU N. A threshold selection method from gray-level histograms[J]. IEEE transactions on systems, man, and cybernetics, 1979, 9(1): 62-66.
[1]
HE B, HE Y, XUE R, et al. High-precision automatic measurement of two-dimensional geometric features based on machine vision[J]. Journal of Southeast University, 2012, 28(4): 428-433.
[8]
杨艳军. 基于视觉特性的图像增强与边缘检测算法研究[D]. 成都: 成都理工大学, 2018.
LI M Q, KE Z X, YU D R, et al. Vehicle license plate number recognition algorithm based on mobile edge calculation[J]. Computer engineering and design, 2021, 42(11): 3151-3157.
SHEN S W, YAN S H, ZHOU C L, et al. Research of Automatic Detection Technology of Thread Parameters Based on CCD Vision [J]. Semiconductor photoelectricity,. 2007(6): 865-869.
KORAY S E. Adaptive usage of the Butterworth digital filter[J]. Journal of Biomechanics, 2007, 40(13): 2934-2943.
[19]
LOURAKIS M I A. A brief description of the Levenberg-Marquardt algorithm implemented by levmar[J]. Foundation of Research and Technology, 2005, 4(1): 1-6.
[6]
LI W, SINGH M H, GUO B Y. An online optical system for inspecting tool condition in milling of H13 tool steel and IN 718 alloy [J]. The International Journal of Advanced Manufacturing Technology, 2013, 67:1067-1077.