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技術學刊 EIScopus

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篇名 主成份田口法應用於高速端銑SKD61模具鋼切削參數最適化設計之研究
卷期 22:4、22:4
並列篇名 Optimal Parameter Design of High-Speed End Milling Using Taguchi-Principle Component Analysis Approach
作者 呂淮熏黃能崇張清靠
頁次 325-333
關鍵字 高速端銑主成份分析表面粗糙度表面波紋Taguchi's methodPrinciple component analysisMultiple performance characteristicsEIScopusTSCI
出刊日期 200712

中文摘要

本研究以主成份田口法探討高速端銑SKD61 模具鋼精加工製程時以表面
粗糙度及表面波紋為性能指標之切削參數最適化設計。首先以直交表規劃實
驗。接著,結合主成份分析法將多重品質特性值客觀轉換為單一性能指標,即
主成份總得點值。將分析所得總得點經由變異數分析與因子分析,找出一組滿
足多重品質特性的切削參數最佳解。驗證結果顯示,本研究所得到的切削參數
最佳水準組合,確實能夠同時有效改善加工件之表面粗糙度與表面波紋。

英文摘要

This study aims at producing an optimal cutting –parameter design for
a finishing process for high-speed end milling using Taguchi-principle
component analysis. The workpiece materials is SKD61 tool steel. The
major performance indices chosen to evaluate the workpiece quality are
surface roughness and surface waviness. The Taguchi method was used to
produce parameter design for all experimental trials and the multiple performance characteristics (MPC) were evaluated using S/N ratio. The principle component analysis (PCA) was then used to convert the MPC into a
single performance index. The Optimum design can be found by the analysis
of variance and control factors response table on the single performance
index. The confirmation results show that the surface roughness and surface
waviness were significantly improved by the optimum design predicted
by the Taguchi- PCA method.

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