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Materials and Manufacturing Processes Volume 24, 2009 - Issue 4
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Original Articles

Surface Roughness Optimization in a Drilling Operation Using the Taguchi Design Method

Julie Z. Zhang Department of Industrial Technology, University of Northern Iowa, Cedar Falls, Iowa, USACorrespondence[email protected]
&
Joseph C. Chen Department of Agricultural and Biosystem Engineering, Iowa State University, Ames, Iowa, USA
Pages 459-467 | Received 17 Apr 2008, Accepted 04 Jul 2008, Published online: 26 Feb 2009

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Y.H. Guu, C.S. Deng, Max Ti-Kuang Hou, Ching-Hung Hsu & Kuo-Sheng Tseng. (2012) Optimization of Machining Parameters for Stress Concentration in Microdrilling of Titanium Alloy. Materials and Manufacturing Processes 27:2, pages 207-213.
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T.M. El-Hossainy, A.A. El-Zoghby, M.A. Badr, K.Y. Maalawi & M.F. Nasr. (2010) Cutting Parameter Optimization when Machining Different Materials. Materials and Manufacturing Processes 25:10, pages 1101-1114.
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Ghassan Al-Kindi & Hussien Zughaer. 2012. Advances in Automation and Robotics, Vol. 2. Advances in Automation and Robotics, Vol. 2 619 628 .
R. Venkata RaoR. Venkata Rao. 2011. Advanced Modeling and Optimization of Manufacturing Processes. Advanced Modeling and Optimization of Manufacturing Processes 55 175 .

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