Use of agents and neural networks for acquisition and preparation of distributed NC information to support NC planning

被引:15
作者
Fichtner, D. [1 ]
Nestler, A. [1 ]
Dang, T. N. [1 ]
Schulze, A. [1 ]
Carlsen, U. [1 ]
Schreiber, S. [1 ]
Lee, S. W. [1 ]
机构
[1] Tech Univ Dresden, Inst Prod Engn, Chair Prod Automatizat Cutting & Eros Mfg Engn, D-01062 Dresden, Germany
关键词
CAP; CNC; technological database; distributed NC-information; agent technology; agent-based assistance; artificial neural networks; self-learning procedure;
D O I
10.1080/09511920600651956
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
SPEP-NC information offers new possibilities for object-oriented data management. A strong need for high information content and the increasing object-oriented CAM software requires a new information level for preparation and execution tasks in part manufacturing. This paper describes applications of different intelligent methods especially to support distributed technological data management. The problem of current technological databases will be solved with the help of agent technology and machine learning for distributed information on the shopfloor and in planning departments. The authors introduce a combination of agent-based organization and self-learning of feature-based technological information. The prototype includes three components for coordination, data acquisition and preprocessing of technological information to assist human engineers in planning and manufacturing.
引用
收藏
页码:581 / 592
页数:12
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