Abstract
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.
Original language | British English |
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Pages (from-to) | 1221-1234 |
Number of pages | 14 |
Journal | Quality and Reliability Engineering International |
Volume | 27 |
Issue number | 8 |
DOIs | |
State | Published - Dec 2011 |
Keywords
- ANOVA
- chi-square test
- Kappa statistic
- process capability evaluation
- Six Sigma
- Taguchi methods