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공정개선을 위한 중앙점 추가 요인배치법과 한번에 한인자 실험의 비교Comparison of Factorial Designs with Center Point and One-Factor-At-a-Time Experiments for Process Improvement

Other Titles
Comparison of Factorial Designs with Center Point and One-Factor-At-a-Time Experiments for Process Improvement
Authors
주혜진변재현
Issue Date
Oct-2024
Publisher
대한산업공학회
Keywords
Design of Experiments; One-Factor-At-a-Time Experiment; Factorial Design; Center Point; Experimental Coverage; Design Optimality Criteria
Citation
대한산업공학회지, v.50, no.5, pp 333 - 339
Pages
7
Indexed
KCI
Journal Title
대한산업공학회지
Volume
50
Number
5
Start Page
333
End Page
339
URI
https://scholarworks.gnu.ac.kr/handle/sw.gnu/78566
ISSN
1225-0988
2234-6457
Abstract
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.
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공과대학 > Department of Industrial and Systems Engineering > Journal Articles
공학계열 > 산업시스템공학과 > Journal Articles

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공과대학 (산업시스템공학부)
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