Application of Six Sigma Methodology to Reduce Defects of a Grinding Process

被引:67
|
作者
Gijo, E. V. [2 ]
Scaria, Johny [3 ]
Antony, Jiju [1 ]
机构
[1] Univ Strathclyde, Dept DMEM, Glasgow G1 1XJ, Lanark, Scotland
[2] Indian Stat Inst, SQC & OR Unit, Bangalore 560059, Karnataka, India
[3] Nirmala Coll, Dept Stat, Muvattupuzha 686661, India
关键词
Six Sigma; Kappa statistic; process capability evaluation; chi-square test; ANOVA; Taguchi methods; SIX-SIGMA; IMPROVEMENT;
D O I
10.1002/qre.1212
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Six Sigma is a data-driven leadership approach using specific tools and methodologies that lead to fact-based decision making. This paper deals with the application of the Six Sigma methodology in reducing defects in a fine grinding process of an automotive company in India. The DMAIC (Define-Measure-Analyse-Improve-Control) approach has been followed here to solve the underlying problem of reducing process variation and improving the process yield. This paper explores how a manufacturing process can use a systematic methodology to move towards world-class quality level. The application of the Six Sigma methodology resulted in reduction of defects in the fine grinding process from 16.6 to 1.19%. The DMAIC methodology has had a significant financial impact on the profitability of the company in terms of reduction in scrap cost, man-hour saving on rework and increased output. A saving of approximately US$2.4 million per annum was reported from this project. Copyright (C) 2011 John Wiley & Sons, Ltd.
引用
收藏
页码:1221 / 1234
页数:14
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