Experimental verification of ball-nose end-milling conditons derived from catalog-mining system based on classified inclination angles of machining surface

Hiroyuki Kodama, Koichi Okuda, Yui Sugaya, Toshiki Hirogaki, Eiichi Aoyama, Keiji Ogawa

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

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.

Original languageEnglish
Title of host publicationAdvanced Manufacturing
PublisherAmerican Society of Mechanical Engineers (ASME)
ISBN (Electronic)9780791846445
DOIs
Publication statusPublished - Jan 1 2014
Externally publishedYes
EventASME 2014 International Mechanical Engineering Congress and Exposition, IMECE 2014 - Montreal, Canada
Duration: Nov 14 2014Nov 20 2014

Publication series

NameASME International Mechanical Engineering Congress and Exposition, Proceedings (IMECE)
Volume2B

Other

OtherASME 2014 International Mechanical Engineering Congress and Exposition, IMECE 2014
CountryCanada
CityMontreal
Period11/14/1411/20/14

ASJC Scopus subject areas

  • Mechanical Engineering

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    Kodama, H., Okuda, K., Sugaya, Y., Hirogaki, T., Aoyama, E., & Ogawa, K. (2014). Experimental verification of ball-nose end-milling conditons derived from catalog-mining system based on classified inclination angles of machining surface. In Advanced Manufacturing [36971] (ASME International Mechanical Engineering Congress and Exposition, Proceedings (IMECE); Vol. 2B). American Society of Mechanical Engineers (ASME). https://doi.org/10.1115/IMECE2014-36971