The development of specifications-based N-type robust design. (1st January 2013)

• Record Type: Journal Article
• Authors: Chan, Hsin-Li; Cho, Byung Rae
• Is Part Of: International journal of experimental design and process optimisation. Volume 3:Number 3(2013)
• Page Start: 217
• Page End: 244
• Publication Date: 2013-01-01
• Subjects: quality -- N-type robust design -- truncated normal distribution -- response surface methodology -- optimisation; Experimental design -- Periodicals; Process control -- Statistical methods -- Periodicals; 620.0072
• Languages: English
• ISSNs: 2040-2252

Abstract

Robust design (RD), one of the most frequently used engineering methodologies as a set of process improvement techniques, is devoted to improve product quality, to promote cost-effective strategies, and to reduce product development intervals. Given the fact that most products are subject to screening tests implemented by pre-defined specification limits such as lower and upper specification limits for a nominal-the-best quality characteristic or N -type characteristic, their resulting distributions become truncated. However, this truncated distribution concept with the specification limits has not been fully incorporated into the RD models which are currently available. To fill this research gap, this paper proposes the utilisation of a truncated distribution as a basis to modify an RD model using response surface methodology, referred to as specifications-based N -type RD in this paper . In particular, many pharmaceutical quality characteristics are required to meet the specifications imposed by the US Food and Drug Administration (FDA). Our pharmaceutical manufacturing example clearly demonstrates that the proposed N -type RD models with the concept of the truncated distribution are beneficial, as compared with the other existing RD models.