Research on Correlation Analysis between Process Parameters of NC Machining and Quality Data Based on Grey Relational Analysis

Ce Wang; Guijiang Duan; Rui Liu; Xiong Han

doi:10.1051/matecconf/201817503053

Research on Correlation Analysis between Process Parameters of NC Machining and Quality Data Based on Grey Relational Analysis

Ce Wang^*
, Guijiang Duan
, Rui Liu
, Xiong Han

^*Corresponding author for this work

School of Mechanical Engineering and Automation

Research output: Contribution to journal › Conference article › peer-review

4 Scopus citations

Abstract

With the wide use of CNC machine tools, data resources are gradually enriched. How to use the collected data resources for quality control becomes a hot topic for researchers. This paper introduces the use of grey correlation analysis theory to establish the relationship between the process parameters of CNC machine tools and quality data, and then provides a theoretical basis for the quality control using the process parameters of CNC machine tools.

Original language	English
Article number	03053
Journal	MATEC Web of Conferences
Volume	175
DOIs	https://doi.org/10.1051/matecconf/201817503053
State	Published - 2 Jul 2018
Event	2018 International Forum on Construction, Aviation and Environmental Engineering-Internet of Things, IFCAE-IOT 2018 - Guangzhou, China Duration: 11 May 2018 → 13 May 2018

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10.1051/matecconf/201817503053

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title = "Research on Correlation Analysis between Process Parameters of NC Machining and Quality Data Based on Grey Relational Analysis",

abstract = "With the wide use of CNC machine tools, data resources are gradually enriched. How to use the collected data resources for quality control becomes a hot topic for researchers. This paper introduces the use of grey correlation analysis theory to establish the relationship between the process parameters of CNC machine tools and quality data, and then provides a theoretical basis for the quality control using the process parameters of CNC machine tools.",

author = "Ce Wang and Guijiang Duan and Rui Liu and Xiong Han",

note = "Publisher Copyright: {\textcopyright} The Authors, published by EDP Sciences 2018.; 2018 International Forum on Construction, Aviation and Environmental Engineering-Internet of Things, IFCAE-IOT 2018 ; Conference date: 11-05-2018 Through 13-05-2018",

year = "2018",

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doi = "10.1051/matecconf/201817503053",

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TY - JOUR

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AU - Wang, Ce

AU - Duan, Guijiang

AU - Liu, Rui

AU - Han, Xiong

N1 - Publisher Copyright: © The Authors, published by EDP Sciences 2018.

PY - 2018/7/2

Y1 - 2018/7/2

N2 - With the wide use of CNC machine tools, data resources are gradually enriched. How to use the collected data resources for quality control becomes a hot topic for researchers. This paper introduces the use of grey correlation analysis theory to establish the relationship between the process parameters of CNC machine tools and quality data, and then provides a theoretical basis for the quality control using the process parameters of CNC machine tools.

AB - With the wide use of CNC machine tools, data resources are gradually enriched. How to use the collected data resources for quality control becomes a hot topic for researchers. This paper introduces the use of grey correlation analysis theory to establish the relationship between the process parameters of CNC machine tools and quality data, and then provides a theoretical basis for the quality control using the process parameters of CNC machine tools.

UR - https://www.scopus.com/pages/publications/85056737939

U2 - 10.1051/matecconf/201817503053

DO - 10.1051/matecconf/201817503053

M3 - 会议文章

AN - SCOPUS:85056737939

SN - 2261-236X

VL - 175

JO - MATEC Web of Conferences

JF - MATEC Web of Conferences

M1 - 03053

T2 - 2018 International Forum on Construction, Aviation and Environmental Engineering-Internet of Things, IFCAE-IOT 2018

Y2 - 11 May 2018 through 13 May 2018

ER -

Research on Correlation Analysis between Process Parameters of NC Machining and Quality Data Based on Grey Relational Analysis

Abstract

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