Identification of New Indicators for Recognition of Cutting Grains and Wear of the Grinding Wheel Based on Image Recognition

被引：0

作者：

Pivkin, Petr M. ^{[1
,2
,3
,4
]}

Ershov, Artem A. ^{[1
,2
,3
,4
]}

Grechishnikov, Vladimir A. ^{[2
,3
]}

Malysheva, Elena Yu ^{[3
]}

Nazarenko, Ekaterina S. ^{[3
]}

Nadykto, Alexey B. ^{[1
,3
,5
]}

机构：

[1] Moscow State Univ Technol STANKIN, Dept High Efficiency Proc Technol, Moscow 127055, Russia

[2] Moscow State Univ Technol STANKIN, Dept Cutting Tools & Shaping Technol, Moscow 127055, Russia

[3] Moscow State Univ Technol STANKIN, Lab Micromachining Technol, Moscow 127055, Russia

[4] Moscow State Univ Technol STANKIN, Ctr Cognit Technol & Machine Vis, Moscow 127055, Russia

[5] Moscow State Univ Technol STANKIN, Dept Appl Math, Moscow 127055, Russia

来源：

OPTICAL METROLOGY AND INSPECTION FOR INDUSTRIAL APPLICATIONS IX | 2022年 / 12319卷

基金：

俄罗斯科学基金会;

关键词：

recognition; focus stack; quality; grinding wheels; abrasive edges; image recognition; SIMULATION; MODEL;

D O I：

10.1117/12.2646533

中图分类号：

T [工业技术];

学科分类号：

08 ;

摘要：

In this paper, a set of indicators for an effective assessment of the cutting ability of a grinding wheel was established based on the detection of the degree of filling and immersion of abrasive edges. It has been pointed out that a profile of a populated circle has a direct correlation with the average number of recognized faces. A new indicators for measuring zones with active edges and their distribution on the surface of a grinding wheel was developed, which can be identified by the models algorithms, is formed.

引用

页数：6

共 28 条

[1] Arrabiyeh PA, 2017, INVENTIONS-BASEL, V2, DOI 10.3390/inventions2040029
[2] Modeling, simulation and manufacturing of drill flutes
Beju, Livia Dana
Brindasu, Dan Paul
Mutiu, Nicolae Calin
Rothmund, Johannes
[J]. INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2016, 83 (9-12) : 2111 - 2127
[3] Development of a micro diamond grinding tool by compound process
Chen, Shun-Tong
Tsai, Ming-Yi
Lai, Yun-Cheng
Liu, Ching-Chang
[J]. JOURNAL OF MATERIALS PROCESSING TECHNOLOGY, 2009, 209 (10) : 4698 - 4703
[4] Process parameter optimization and surface integrity evolution in the high-speed grinding of TiAl intermetallics based on grey relational analysis method
Chen, Tao
Zhu, Yejun
Xi, XinXin
Huan, Haixiang
Ding, Wenfeng
[J]. INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2021, 117 (9-10) : 2895 - 2908
[5] A grinding power model for selection of dressing and grinding conditions
Chen, X
Rowe, WB
Allanson, DR
Mills, B
[J]. JOURNAL OF MANUFACTURING SCIENCE AND ENGINEERING-TRANSACTIONS OF THE ASME, 1999, 121 (04): : 632 - 637
[6] Analysis and simulation of the grinding process .1. Generation of the grinding wheel surface
Chen, X
Rowe, WB
[J]. INTERNATIONAL JOURNAL OF MACHINE TOOLS & MANUFACTURE, 1996, 36 (08) : 871 - 882
[7] Investigation of Technological Parameters for Machining Toroidal Section of Solid Ceramic End Mills
Grigoriev, S. N.
Grechishnikov, V. A.
Volosova, M. A.
Jiang, X.
Pivkin, P. M.
[J]. INTERNATIONAL CONFERENCE ON MODERN TRENDS IN MANUFACTURING TECHNOLOGIES AND EQUIPMENT (ICMTMTE) 2020, 2020, 971
[8] Control of parameters of the cutting process on the basis of diagnostics of the machine tool and workpiece
Grigoriev, S. N.
Sinopalnikov, V. A.
Tereshin, M. V.
Gurin, V. D.
[J]. MEASUREMENT TECHNIQUES, 2012, 55 (05) : 555 - 558
[9] The control platform for decomposition and synthesis of specialized CNC systems
Grigoriev, Sergej N.
Martinov, Georgi M.
[J]. RESEARCH AND INNOVATION IN MANUFACTURING: KEY ENABLING TECHNOLOGIES FOR THE FACTORIES OF THE FUTURE - PROCEEDINGS OF THE 48TH CIRP CONFERENCE ON MANUFACTURING SYSTEMS, 2016, 41 : 858 - 863
[10] WEDM as a Replacement for Grinding in Machining Ceramic Al2O3-TiC Cutting Inserts
Grigoriev, Sergey N.
Nadykto, Alexey B.
Volosova, Marina A.
Zelensky, Alexander A.
Pivkin, Petr M.
[J]. METALS, 2021, 11 (06)

← 1 2 3 →