期刊
JOURNAL OF MATERIALS PROCESSING TECHNOLOGY
卷 124, 期 1-2, 页码 99-104出版社
ELSEVIER SCIENCE SA
DOI: 10.1016/S0924-0136(02)00086-9
关键词
Hct machining; tool life; ANN; regression analysis; high manganese steel
In this study, the high manganese steel specimens heated with liquid petroleum gas flame were machined on a lathe under different cutting conditions of feed rates, depth of cuts, cutting speeds and surface temperatures. A mathematical model for tool life was obtained from the experimental data using a regression analysis method. In addition, the tool life was estimated using artificial neural network (ANN) with back propagation (BP) algorithm. Then, this program was trained and tested. Finally, the experimental data are compared with both the regression analysis results and the estimations of ANN. (C) 2002 Elsevier Science B.V. All rights reserved.
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