Optimisation Using a Central Composite Rotatable Design for Lacquer Production Process

Article Sidebar

PDF
DOI: https://doi.org/10.14456/sustj.2011.8
Keywords:
optimization smoothness of lacquer surface central composite rotatable design lacquer production process

Main Article Content

Chanpen Anurattananon
Department of Industrial Engineering and Management, Faculty of Engineering and Industrial Technology, Silpakorn University, Thailand. Corresponding author's e-mail: j_pen2000@hotmail.com
Suchavadee Pattanavatcharakul
Department of Industrial Engineering and Management, Faculty of Engineering and Industrial Technology, Silpakorn University, Thailand.
Manit Soypetch
Department of Industrial Engineering and Management, Faculty of Engineering and Industrial Technology, Thailand.

Abstract

The objective of this research is to study the controllable factors affecting the lacquer quality and to find out the optimum conditions of the controllable factors by Central Composite Rotatable Design. For the crushing in Lacquer process, three controllable factors such as the quantity of solvent (x1), cooling temperature (x2), and the specific time frame of crushing (x3) were investigated. Response factor was the smoothness of lacquer surface. The relationship between response and controllable factors was determined. From the results, it was found that the optimal controllable factors were as followed: solvent of 95.59 kilograms, the cooling water temperature of 14.7 °C, and specific crushing time of 23.25 minutes. These controllable factors led to obtain the optimum smoothness of lacquer surface of 6.5 Hexman. The validation of the experiment by using such optimum setting of controllable factors from the Central Composite Rotatable Design, resulted in the 4.6% error of the lacquer surface smoothness. Keywords : Optimization; Smoothness of lacquer surface; Central composite rotatable design; Lacquer production process

Downloads

Download data is not yet available.

Article Details

How to Cite
Anurattananon, C., Pattanavatcharakul, S., & Soypetch, M. (2013). Optimisation Using a Central Composite Rotatable Design for Lacquer Production Process. Science, Engineering and Health Studies, 5(2), 40–45. https://doi.org/10.14456/sustj.2011.8
Issue
Volume 5, Number 2 Special issue (July - December), 2011
Section
Research Articles

References

Box, G. E. P., and Wilson, K. B. (1951). On the experimental attainment of optimum conditions. Journal of the Royal Statistical Society, Series B. 13: 1-45.

Draper, N. R. (1982). Center points in second-order response surface designs. Technometrics, 24: 127-133.

Montgomery, D. C. (1997). Design and Analysis of Experiments. New York: John Wiley & Sons.

Myers, R. H., and Montgomery, D. C. (1995). Response Surface Methodology: Process and Product: Optimization Using Designed Experiments, New York: John Wiley & Sons.

Wiesberg S. (1985). Applied Linear Regression. John Wiley & Sons, New York.