Intelligent tools selection for roughing and finishing in machining of Inconel 718

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• 作者：Indira G. Escamilla-Salazar…
• 关键词：Tool selection ; Support decision systems ; Symbolic regression ; Evolutionary computation
• 刊名：The International Journal of Advanced Manufacturing Technology
• 出版年：2017
• 出版时间：February 2017
• 年：2017
• 卷：88
• 期：9-12
• 页码：3031-3039
• 全文大小：
• 刊物类别：Engineering
• 刊物主题：Industrial and Production Engineering; Media Management; Mechanical Engineering; Computer-Aided Engineering (CAD, CAE) and Design;
• 出版者：Springer London
• ISSN：1433-3015
• 卷排序：88

文摘

In this paper, a comparative study is made for setting of machining parameters and tool selection for a cutting process. Using a data driven model made with symbolic regression alpha beta, three task are made: (i) variable selection and (ii) model simplification and (iii) model validation. By means of residual analysis, validated mathematical model for roughing and finishing is used for analysis to establish a correct selection of tools for machining of Inconel 718 and set its parameters.