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Reka Bentuk Faktorial Pecahan 2^(k-p)×Kaedah Taguchi (Lajur Ortogon, Nisbah Isyarat-kepada-Bising)×
BidangReka Bentuk EksperimenReka Bentuk Eksperimen
KeluargaHypothesis testHypothesis test
Tahun asal19611987
PengasasGeorge E. P. Box and J. Stuart HunterGenichi Taguchi
JenisScreening and economical factorial designParametric robust design methodology
Sumber perintisBox, G.E.P. & Hunter, J.S. (1961). The 2^(k-p) Fractional Factorial Designs. Technometrics, 3(3), 311–351. link ↗Taguchi, G. (1987). System of Experimental Design. UNIPUB/Kraus. ISBN: 978-0527916312
Alias2^k-p design, fractional factorial, screening design, Kesirli Faktöriyel Desen (2^k-p Fractional Factorial)Taguchi robust design, orthogonal array design, S/N ratio method, Taguchi Yöntemi (Ortogonal Dizi, S/N Oranı)
Berkaitan73
RingkasanThe fractional factorial design is an economical experimental strategy that investigates k factors by running only a carefully chosen 1/2^p fraction of the full 2^k factorial experiment. Formalized by George E. P. Box and J. Stuart Hunter in their landmark 1961 Technometrics paper, it exploits the sparsity-of-effects principle — that high-order interactions are typically negligible — to screen many factors with far fewer runs than a complete factorial would require.The Taguchi Method is a robust design methodology developed by Genichi Taguchi, first systematized in his 1987 work, that uses orthogonal arrays to study many control factors in a minimum number of experimental runs while quantifying product or process quality through Signal-to-Noise (S/N) ratios. Its central goal is to design products and processes that are insensitive — or robust — to uncontrollable noise factors such as environmental variation, material inconsistency, or user behavior.
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ScholarGateBandingkan kaedah: Fractional Factorial Design · Taguchi Method. Dicapai 2026-06-17 daripada https://scholargate.app/ms/compare