Development of a rapid prototyping system using response surface methodology

被引:9
|
作者
Palmer, Kurt [1 ]
Asiabanpour, Bahram
Khoshnevis, Behrokh
机构
[1] Univ So Calif, Daniel J Epstein Dept Ind & Syst Engn, Los Angeles, CA 90089 USA
[2] Texas State Univ, Dept Engn & Technol, San Marcos, TX 78666 USA
关键词
experimental design; regression; optimization; fractional factorial; foldover; central composite; desirability function;
D O I
10.1002/qre.779
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This case study presents an investigation of the relationships between eight process operating variables (factors) and five part performance measures (responses) in a rapid prototyping system. The use of fractional factorial, single-factor foldover, and central composite designs is demonstrated. Polynomial regression models are constructed for each response, followed by a desirability function model. Canonical and ridge analyses are used to identify a group of factor settings that simultaneously produce improved performance for all responses. Copyright (C) 2006 John Wiley & Sons, Ltd.
引用
收藏
页码:919 / 937
页数:19
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