TY - GEN
T1 - Experimental verification of ball-nose end-milling conditons derived from catalog-mining system based on classified inclination angles of machining surface
AU - Kodama, Hiroyuki
AU - Okuda, Koichi
AU - Sugaya, Yui
AU - Hirogaki, Toshiki
AU - Aoyama, Eiichi
AU - Ogawa, Keiji
PY - 2014/1/1
Y1 - 2014/1/1
N2 - 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 catalogmining system was found to be effective in selecting the endmilling conditions as the first trial condition. Catalog mining can derive indicative cutting conditions for unskilled engineers.
AB - 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 catalogmining system was found to be effective in selecting the endmilling conditions as the first trial condition. Catalog mining can derive indicative cutting conditions for unskilled engineers.
UR - http://www.scopus.com/inward/record.url?scp=84926376203&partnerID=8YFLogxK
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U2 - 10.1115/IMECE2014-36971
DO - 10.1115/IMECE2014-36971
M3 - Conference contribution
AN - SCOPUS:84926376203
T3 - ASME International Mechanical Engineering Congress and Exposition, Proceedings (IMECE)
BT - Advanced Manufacturing
PB - American Society of Mechanical Engineers (ASME)
T2 - ASME 2014 International Mechanical Engineering Congress and Exposition, IMECE 2014
Y2 - 14 November 2014 through 20 November 2014
ER -