We previously proposed data-mining system to derive useful information from the data and attempt to determine the ball-nose end-milling conditions in a rapid prototype manufacturing system. Practical end-milling condition decision equations are derived to determine the end-milling conditions at each cluster by using response surface method. End-millings of hardened die steel JIS SKD61 (HRC53) and DH31S were carried out to investigate the practicability of derived mining conditions under contour line milling. As a result, our catalog-mining system was found to be effective in selecting the end-milling conditions as the first trial condition. Catalog mining can derive indicative cutting conditions for unskilled engineers.
Experimental Verification of Ball-Nose End-Milling Conditions Derived From Catalog-Mining System Based on Classified Inclination Angles of Machining Surface
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Kodama, H, Okuda, K, Sugaya, Y, Hirogaki, T, Aoyama, E, & Ogawa, K. "Experimental Verification of Ball-Nose End-Milling Conditions Derived From Catalog-Mining System Based on Classified Inclination Angles of Machining Surface." Proceedings of the ASME 2014 International Mechanical Engineering Congress and Exposition. Volume 2B: Advanced Manufacturing. Montreal, Quebec, Canada. November 14–20, 2014. V02BT02A035. ASME. https://doi.org/10.1115/IMECE2014-36971
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