Advertisement

DOE and Regression Case Studies

  • Theodore T. Allen
Chapter

Abstract

In this chapter, two additional case studies illustrate design of experiments (DOE) and regression being applied in real-world manufacturing. The first study involved the application of screening methods for identifying the cause of a major quality problem and resolving that problem. The second derives from Allen et al. (2000) and relates to the application of a type of response surface method. In this second study, the design of an automotive part was tuned to greatly improve its mechanical performance characteristics.

References

  1. Allen TT, Yu L (2002) Low cost response surface methods for and from simulation optimization. Qual Reliab Eng Int 18:5–17CrossRefGoogle Scholar
  2. Allen TT, Yu L, Bernshteyn M (2000) Low cost response surface methods applied to the design of plastic snap fits. Qual Eng 12:583–591CrossRefGoogle Scholar
  3. Box GE, Hunter JS (1961) The 2k—p fractional factorial designs. Technometrics 3(3):311–351MathSciNetGoogle Scholar
  4. Brady J, Allen T (2002) Case study based instruction of SPC and DOE. Am Stat 56(4):1–4CrossRefGoogle Scholar
  5. Myers RH, Montgomery DA (2001) Response surface methodology, 5th edn. Wiley, Hoboken, NJGoogle Scholar

Copyright information

© Springer-Verlag London Ltd., part of Springer Nature 2019

Authors and Affiliations

  1. 1.Industrial and Systems EngineeringThe Ohio State UniversityColumbusUSA

Personalised recommendations