Transactions of Materials and Heat Treatment

Title：Application of artificial neural network in the selection of lubricants in sheet metal drawing

Authors： Shanghai JiaoTong University Lu Dong Wang Dongzhe He Dannong Zhang Yongqing

Unit：

KeyWords： Artificial neural network Coefficient of friction Drawing Lubricant Error correction

ClassificationCode：TG356.16

year,vol(issue):pagenumber：2000,25(2):47-50

Abstract：

Taking into consideration both the principal technological parameters and several parameters of lubricant,a model of artificial neural network is constructed to predict the average coefficient of friction under flange during drawing.The selections are made to choose proper lubricant under certain operating condition according to the predicted results.The predicted results show good agreement with experimental data.Then the experimental setup are described concisely which are designed by ourself and a formulation to correct experimental errors is introduced which works to give more accurate data.

Funds：

Reference：

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