공정개선을 위한 중앙점 추가 요인배치법과 한번에 한인자 실험의 비교

Comparison of Factorial Designs with Center Point and One-Factor-At-a-Time Experiments for Process Improvement
  • 주혜진
  • 변재현

초록

To improve current operating conditions in manufacturing processes, One-Factor-At-a-Time(OFAT) experimental method has been used conventionally. Instead of the OFAT experiments, factorial designs can be employed with the current condition at the center point. In this paper, two-level factorial experiments with center point method are proposed to improve current process conditions, and are compared with the OFAT experiments. The proposed method is shown to perform much better than the OFAT method in terms of the number of experiments, experimental region coverage, estimable effects, and design optimization criteria. The performances are illustrated with a case study example.

키워드

Design of ExperimentsOne-Factor-At-a-Time ExperimentFactorial DesignCenter PointExperimental CoverageDesign Optimality Criteria
제목
공정개선을 위한 중앙점 추가 요인배치법과 한번에 한인자 실험의 비교
제목 (타언어)
Comparison of Factorial Designs with Center Point and One-Factor-At-a-Time Experiments for Process Improvement
저자
주혜진변재현
발행일
2024-10
저널명
대한산업공학회지
50
5
페이지
333 ~ 339