Machine vision–based measurement approach for transverse vibrations of moving hoisting vertical ropes in mine hoists using edge location. (June 2019)

• Record Type: Journal Article
• Authors: Wu, Ganggang; Xiao, Xingming; Yao, Jiannan; Song, Chunyang
• Is Part Of: Measurement and control. Volume 52:Number 5/6(2019)
• Page Start: 554
• Page End: 566
• Publication Date: 2019-06
• Subjects: Machine vision -- Canny edge detection algorithm -- Hough transformation -- row-column data statistics filtering -- vibration measurement -- hoisting vertical ropes; Automatic control -- Periodicals; Engineering instruments -- Periodicals; Production engineering -- Periodicals; 629.8
• DOI: 10.1177/0020294019842604
• Languages: English
• ISSNs: 0020-2940

Abstract

Hoisting vertical rope is a continuum of one-dimensional movement during operation of hoist, and there are no appropriate ways to measure its vibration displacement at present. In this paper, a non-contact and unmarked machine vision measurement method is proposed for measuring the transverse vibration displacement of hoisting vertical ropes. First, we construct the background image to extract the ropes by the background difference method. Subsequently, a novel row-column data statistics filtering algorithm is proposed and applied to the edge detection image for removing the edges of the unmeasured rope. Finally, Hough transformation is used to locate the two edge lines at the boundary of rope and obtain the line parameters, which can be used to calculate the vibration displacement of the measured points at different times. The transverse vibration displacement of a moving hoisting vertical rope in a mine hoist was measured by using the reported machine vision measurement method, verifying the feasibility of the method. In order to verify the validity of the method, a simulation experimental system was built. The proposed method and the laser displacement sensor were used to measure the artificial transverse vibration displacement of a vertical rope simultaneously. The two results are in good consistency, which indicates that the proposed method can be fairly reasonable and accurate to measure the transverse vibration displacement of vertical rope in mine hoists.