期刊
MACHINING SCIENCE AND TECHNOLOGY
卷 23, 期 6, 页码 951-970出版社
TAYLOR & FRANCIS INC
DOI: 10.1080/10910344.2019.1636275
关键词
Edge modification; abrasive machining; micro-abrasive blasting; cermet inserts; tool life; surface roughness
资金
- National Science and Technology Major Project [2018ZX04011001]
- Shandong Science Fund for Distinguished Young Scholars [JQ201715]
In this study, the cutting edge passivation by a micro-abrasive blasting method for cermet inserts and its machining performance were investigated. The micro-abrasive blasting parameters for cermet inserts were optimized and the micro-creation of cutting edge was determined with detail. A Back Propagation (BP) neural network prediction model was further established based on our micro-abrasive blasting experiment datum, which can directly evaluate the micro-abrasive blasting ability to generate the specific edge radius. The improvement of cutting performance of micro-abrasive blasted cermet inserts benefits from the strengthening of cutting edge that caused by the obvious elimination of a large number of micro-defects rooted around the edge, and the formation of circular cutting edge is the result of brittle removal and plastic removal. The micro-creation of inserts can acquire a circular cutting edge, and the optimal edge radius is 15 mu m under the selected cutting conditions when the tool life was chosen as an optimization target and the surface roughness was simultaneously taken into account. It is found that the blasted cermet inserts can prolong the tool life by at least 86% and the machined-surface quality can be improved by up to 1.65 mu m, compared to inserts without micro-abrasive blasting.
作者
我是这篇论文的作者
点击您的名字以认领此论文并将其添加到您的个人资料中。
推荐
暂无数据