发明名称 |
Empirical design of experiments using neural network models |
摘要 |
Methods and apparatus are provided pertaining to a design of experiments. The method comprises generating a data set from historical data; identifying and removing any fault data points in the data set so as to create a revised data set; supplying the data points from the revised data set into a nonlinear neural network model; and deriving a simulator model characterizing a relationship between the input variables and the output variables. The apparatus comprises means for generating a data set from historical data; means for identifying and removing any fault data points in the data set so as to create a revised data set; means for supplying the data points from the revised data set into a nonlinear neural network model; and means for deriving a simulator model characterizing a relationship between the input variables and the output variables.
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申请公布号 |
US7451122(B2) |
申请公布日期 |
2008.11.11 |
申请号 |
US20060394317 |
申请日期 |
2006.03.29 |
申请人 |
HONEYWELL INTERNATIONAL INC. |
发明人 |
DIETRICH PAUL F.;MENON SUNIL K.;MYLARASWAMY DINKAR;OLSON LEWIS P. |
分类号 |
G06E1/00;G06E3/00;G06F15/18;G06G7/00;G06N3/02 |
主分类号 |
G06E1/00 |
代理机构 |
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代理人 |
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地址 |
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