Paper Title:
Development of an Intelligent System for Tool Materials Selection in High Speed Machining
  Abstract

Tool materials play one of the pivotal roles in the machining system. Tool materials must be carefully chosen in relation to the workpiece material to be machined, the tool life, the metal removal rate, the machining cost, and the required accuracy and finish. The advantages and decision-making processes of case-based reasoning (CBR) are described. The CBR system for tool material selection in high speed machining (HSM) is developed. The case expression and organization, searching, matching and constraint-based adaptation rules are presented. With combining the case-based reasoning strategy and constraint-based adaptation, the tool material can be properly selected on the basis of previously successful tool materials used in HSM operations, which is helpful to push the wide applications of HSM.

  Info
Periodical
Materials Science Forum (Volumes 471-472)
Edited by
Xing Ai, Jianfeng Li and Chuanzhen Huang
Pages
82-86
DOI
10.4028/www.scientific.net/MSF.471-472.82
Citation
Z. Q. Liu, X. G. Peng, J.G. Liu, "Development of an Intelligent System for Tool Materials Selection in High Speed Machining", Materials Science Forum, Vols. 471-472, pp. 82-86, 2004
Online since
December 2004
Export
Price
$32.00
Share

In order to see related information, you need to Login.

In order to see related information, you need to Login.

Authors: Zhan Qiang Liu, Zhi Wang, Yi Wan, Z.T. Wang, Xing Ai
829
Authors: Zhan Qiang Liu, Ke Jun Xiang, Xiu Guang Peng
Abstract:In the modern manufacturing of sophisticated parts with 3D sculptured surfaces, die/mold making operations are the most widely used...
105
Authors: Fan Zhang, Zu De Zhou, Xiao Jie Liu
Abstract:CBR (Case-based reasoning) theory is applied to the automobile quality fault diagnosis field. Case description, case retrieve and case reuse...
313
Authors: Xue Song Tang, Yu Yang, Zhan Jun Niu, Bo Qiao
Chapter 8: Dynamic and Control
Abstract:In this paper, we use the case-based reasoning method to build the battlefield and military unit hierarchy reasoning model. The military unit...
859
Authors: Xian Feng Sui, Chuan Zhen Huang, Bin Zou, Han Lian Liu, Hong Tao Zhu, Jun Wang
Chapter 5: Mechatronics and Control Systems
Abstract:In order to fulfil the actual request of machining process to the machining database system, according to the characteristics and...
1805