Analysis of gear surface morphology based on gray level co-occurrence matrix and fractal dimension

doi:10.1371/journal.pone.0223825

	Analysis of gear surface morphology based on gray level co-occurrence matrix and fractal dimension
	Wei, Bo 1,2,3; Zhao, Xiaofang 1; Wang, Long 4; Hu, Bin 1; Yu, Lei 1; Tang, Hongwei 1
	2019-10-22
发表期刊	PLOS ONE
ISSN	1932-6203
卷号	14 期号:10 页码:13
摘要	To investigate morphological characteristics and generation mechanism of the machined gears surface, image characteristics of machined surface morphology including profile roughness, fractal and textural characteristics were studied. the change of profile curves for the surface image is subject to the normal probability density function and the W-M function. The orientation angle of surface texture is 0 degrees, the surface profile curves are the smoothest and have the most uniform, regular textures. When the texture orientation is 45 degrees or 135 degrees, the surface profile curves show large fluctuations, while surface image textures present the deepest grooves and are shown to be distributed most irregularly. Additionally, the influence mechanism of different grinding parameters on the morphological characteristics of machined surface was investigated. The quality of machined surfaces increased with the grinding speed while deteriorated with increasing radial, or axial, feed speeds.
DOI	10.1371/journal.pone.0223825
收录类别	SCI
语种	英语
资助项目	national key R&D program of China[2018YFB0904503]
WOS研究方向	Science & Technology - Other Topics
WOS类目	Multidisciplinary Sciences
WOS记录号	WOS:000532571400014
出版者	PUBLIC LIBRARY SCIENCE
引用统计	被引频次：6[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://119.78.100.204/handle/2XEOYT63/15405
专题	中国科学院计算技术研究所期刊论文_英文
通讯作者	Wei, Bo
作者单位	1.Chinese Acad Sci, Inst Comp Technol, Beijing, Peoples R China 2.Minist Publ Secur, Res Inst 1, Beijing, Peoples R China 3.Univ Chinese Acad Sci, Beijing, Peoples R China 4.Rocket Force Univ Engn, Xian, Peoples R China
推荐引用方式 GB/T 7714	Wei, Bo,Zhao, Xiaofang,Wang, Long,et al. Analysis of gear surface morphology based on gray level co-occurrence matrix and fractal dimension[J]. PLOS ONE,2019,14(10):13.
APA	Wei, Bo,Zhao, Xiaofang,Wang, Long,Hu, Bin,Yu, Lei,&Tang, Hongwei.(2019).Analysis of gear surface morphology based on gray level co-occurrence matrix and fractal dimension.PLOS ONE,14(10),13.
MLA	Wei, Bo,et al."Analysis of gear surface morphology based on gray level co-occurrence matrix and fractal dimension".PLOS ONE 14.10(2019):13.