Title: Application of Taguchi and Box-Behnken designs for surface roughness in precision grinding of silicon
Authors: A-R. Alao, M. Konneh
Addresses: Mechanical Engineering Dept., King Fahd University of Petroleum and Minerals, P.O. Box 130, Dhahran 3126, Saudi Arabia. ' Department of Manufacturing and Materials Engineering, International Islamic University Malaysia (IIUM), P.O. Box 10, 50728 Kuala Lumpur, Malaysia
Abstract: This study reports the use of Taguchi and Box-Behnken designs for minimising surface roughness in precision grinding of silicon using resin-bonded diamond mounted wheels. Taguchi method was used to study the effect and optimisation of grinding parameters while Box-Behnken method was utilised to develop a mathematical model relating the average surface roughness to the grinding parameters, depth of cut, feed rate and spindle speed. An orthogonal array (OA), the signal-to-noise (S/N) ratio, and the analysis of variance were employed to find the minimal surface roughness. Confirmation tests were carried out in order to illustrate the effectiveness of the Taguchi method. The results show that feed rate mostly affected the surface roughness. The predicted surface roughness (Ra) of 34 nm was in agreement with the confirmation tests. Massive ductile-streaked surface was also found corresponding to the minimal surface finish determined from the optimal levels. A second-order model has also been established between the grinding variables and the surface roughness. The model is adequate to navigate the design space.
Keywords: precision grinding; Taguchi methods; Box-Behnken design; silicon grinding; surface roughness; mathematical modelling; ductile streaks; resin-bonded diamond mounted wheels; grinding wheels; surface quality; optimisation; depth of cut; feed rate; spindle speed.
International Journal of Precision Technology, 2011 Vol.2 No.1, pp.21 - 38
Published online: 18 Jan 2011 *Full-text access for editors Access for subscribers Purchase this article Comment on this article