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发表于 2011-8-14 15:02:22
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来自 湖南长沙
再转载一下帮助文件
DOE Type
Levels
Properties and Comments
Full Factorial
Any
Requires a high number of points and is therefore unsuitable for most FE studies.
Fractional Factorial
2 or 3
Selected fraction of full factorial; typically a half, quarter, or an eighth of full factorial.
CCD
3
Developed to build a quadratic response surface, typically five levels for each point. Limited to 20 factors and should only be used if the responses are known to be quadratic.
Box-Behnken
3
Three levels for each design variable including central point, economic DoE for building a quadratic response surface. May be used if the responses are known to be quadratic and predictions are not required at the edge of the design space.
Plackett Burman
2
Two levels for each design variable. Used for initial screening, number of points can be as small as N-1. Use when all factors are boolean (eg on/off, 0/1,+/-). Not suitable for an approximation.
Latin Hypercube
Any
Number of points not related to number of design variables. Used when response surface is highly non linear.
Hammersley
Any
Used when response surface is highly non linear, better space filler than Latin Hypercube – generally best for FE work. |
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