An ontology-based framework for the management of machining information in a data mining perspective

被引：5
|
作者：
Ostermeyer, Emeric [1 ]
Danjou, Christophe [2 ]
Durupt, Alexandre [1 ]
Le Duigou, Julien [1 ]
机构：
[1] Univ Technol Compiegne, Sorbonne Univ, Ctr Rech Royallieu,CS 60 319, CNRS,UMR Roberval 7337, F-60203 Compiegne, France
[2] Polytech Montreal, Montreal, PQ, Canada
来源：
IFAC PAPERSONLINE | 2018年 / 51卷 / 11期
关键词：
Manufacturing; KBE; OntoSTEP-NC; CNC; Ontology; LIFE-CYCLE MANAGEMENT; KNOWLEDGE; TOOLS; INTEGRATION; PARAMETERS; STANDARD; DESIGN; SYSTEM;
D O I：
10.1016/j.ifacol.2018.08.300
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
The advent and fast development of data mining techniques induced, in every field, interest for the data produced and stored. Machining process planning is no exception to this rule, and, with the important amount of related data that is stored in the enterprise information system, the application of data mining seems promising. However, the strong heterogeneity in data, and the distribution of information throughout several different documents, may hinder the application of data-mining methods and machine learning tools. This paper will introduce a knowledge-based engineering framework which can be used as an information system able to query consistent, correct and complete data from the heterogeneous corpus of documents used in process planning of machined parts. (C) 2018, IFAC (International Federation of Automatic Control) Hosting by Elsevier Ltd. All rights reserved.
引用
收藏
页码：302 / 307
页数：6
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