課程介紹
透過實驗安排及其實驗數據分析來達成試驗者所欲獲得之研究資訊,以工業界的實例配合JMP套裝軟體授課,包括四大研究目的;(a)treatment comparisons;(b)variable screening;(c)robust design;(d)process optimization
教學內容
1. Treatment Comparisons (CRD, RBD, Multiple Comparisons)
2. Factorial Design and Variable Screening Methods (G. E. Box)
Two-level and three-level Full Factorial Design
Fractional Factorial Design
3. Robust Parameter Design (G. Taguchi)
Orthogonal Array (OA)
S/N ratio and Taguchi Method
4. Process Optimization Design (G. E. Box)
5. Response Surface Methodology
6. Central Composite Design (CCD)