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 [J].

Beju, Livia Dana ;

Brindasu, Dan Paul ;

Mutiu, Nicolae Calin ;

Rothmund, Johannes .

INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2016, 83 (9-12) :2111-2127

[3] Development of a micro diamond grinding tool by compound process [J].

Chen, Shun-Tong ;

Tsai, Ming-Yi ;

Lai, Yun-Cheng ;

Liu, Ching-Chang .

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 [J].

Chen, Tao ;

Zhu, Yejun ;

Xi, XinXin ;

Huan, Haixiang ;

Ding, Wenfeng .

INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2021, 117 (9-10) :2895-2908

[5] A grinding power model for selection of dressing and grinding conditions [J].

Chen, X ;

Rowe, WB ;

Allanson, DR ;

Mills, B .

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 [J].

Chen, X ;

Rowe, WB .

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 [J].

Grigoriev, S. N. ;

Grechishnikov, V. A. ;

Volosova, M. A. ;

Jiang, X. ;

Pivkin, P. M. .

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 [J].

Grigoriev, S. N. ;

Sinopalnikov, V. A. ;

Tereshin, M. V. ;

Gurin, V. D. .

MEASUREMENT TECHNIQUES, 2012, 55 (05) :555-558

[9] The control platform for decomposition and synthesis of specialized CNC systems [J].

Grigoriev, Sergej N. ;

Martinov, Georgi M. .

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 [J].

Grigoriev, Sergey N. ;

Nadykto, Alexey B. ;

Volosova, Marina A. ;

Zelensky, Alexander A. ;

Pivkin, Petr M. .

METALS, 2021, 11 (06)

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