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Application of Response Surfaces in Evaluating Tool Performance in Metalcutting

Application of Response Surfaces in Evaluating Tool Performance in Metalcutting
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摘要 This paper advances the collection of statistical methods known as response surface methods as an effective experimental approach for describing and comparing the tool life performance capabilities of metalcutting tools. Example applications presented demonstrate the versatility of the power family of transformations considered by Box and Cox (1964) in modeling tool life behavior as revealed using simple response surface designs. A comparative analysis illustrates a method to gauge the statistical significance of differences in tool life estimates computed from response surface models. Routine use of these methods in experimental tool testing is supported by their ability to produce reliable relative performance representations of competing tools in field applications. This paper advances the collection of statistical methods known as response surface methods as an effective experimental approach for describing and comparing the tool life performance capabilities of metalcutting tools. Example applications presented demonstrate the versatility of the power family of transformations considered by Box and Cox (1964) in modeling tool life behavior as revealed using simple response surface designs. A comparative analysis illustrates a method to gauge the statistical significance of differences in tool life estimates computed from response surface models. Routine use of these methods in experimental tool testing is supported by their ability to produce reliable relative performance representations of competing tools in field applications.
机构地区 State College
出处 《Applied Mathematics》 2013年第9期1333-1339,共7页 应用数学(英文)
关键词 RESPONSE SURFACES Metalcutting TOOL LIFE POWER TRANSFORMATIONS Response Surfaces Metalcutting Tool Life Power Transformations
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