Statistical Modelling of Mechanical Tensile Properties of Steels by Using Neural Networks and Multivariate Data Analysis

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概要

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• Both Neural networks NN and Multivariate Data Analysis MDA techniques were used to determine mechanical tensile properties of steels. NN apparently proved better in dealing with non-linearity effects and complex interactions between the predictors. However, MDA was found essential in improving the quality of the prediction and providing interpretation to the results from NN modelling.

• 社団法人 日本鉄鋼協会の論文

著者

• Lehert Philippe

  Data Processing Department Catholic University Of Mons

• DUMORTIER Christian

  Metallurgy Department, Polytechnic Faculty of Mons

• Dumortier Christian

  Metallurgy Department Polytechnic Faculty Of Mons

関連論文

• Statistical Modelling of Mechanical Tensile Properties of Steels by Using Neural Networks and Multivariate Data Analysis

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