Quality Improvement using Factorial Design

Dr. Lim Teow Ek

Year:    2005
Category:   Six Sigma
Source:   ICQI 2005 – Pakistan 9th International Convention on Quality Improvement, Karachi
Publisher:   PIQC Institute of Quality

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Author’ Introduction:   

Dr. Lim Teow Ek is Associate Professor in Nanyang Technological University, Singapore.

Abstract   

Factorial design is probably the most powerful statistical technique for research into any manufacturing process for the purpose of quality improvement. This article discusses the practical aspects of using a full factorial design for the optimization of heat treatment variables to eliminate wobbling of gears.

Factorial experiments were used to investigate the effects of heat treatment variables on 20, 24, and 28 teeth gears to identify the optimum settings. These settings resulted in significant improvements in flatness and concentricity of the gears which led to significant quality improvement.