No‐confounding designs with 20 runs—Alternatives to resolution IV screening designs. (18th May 2017)

• Record Type: Journal Article
• Authors: Stone, Brian B.; Montgomery, Douglas C.; Silvestrini, Rachel T.; Jones, Bradley
• Is Part Of: Quality and reliability engineering international. Volume 33:Number 8(2017:Dec.)
• Page Start: 1861
• Page End: 1872
• Publication Date: 2017-05-18
• Subjects: experimental design -- Monte Carlo simulation -- orthogonal array -- response surface methodology -- screening designs; Reliability (Engineering) -- Periodicals; Quality control -- Periodicals; High technology -- Periodicals; 620.00452
• DOI: 10.1002/qre.2150
• Languages: English
• ISSNs: 0748-8017

Abstract

Abstract: When experimental resources are significantly constrained, resolution V fractional factorial designs are often prohibitively large for experiments with 6 or more factors. Resolution IV designs may also be cost prohibitive, as additional experimentation may be required to de‐alias active 2‐factor interactions (2FI). This paper introduces 20‐run no‐confounding screening designs for 6 to 12 factors as alternatives to resolution IV designs. No‐confounding designs have orthogonal main effects, and since no 2FI is completely confounded with another main effects or 2FI, the experimental results can be analyzed without follow‐on experimentation. The paper concludes with the results of a Monte Carlo simulation used to assess the model‐fitting accuracy of the recommended designs.