Machining process knowledge discovery technology: On the basis of MBD process model

Neng Wan, Zhi Yong Chang

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

1 Scopus citations

Abstract

To tackle process knowledge discovery difficulty in machining process, this paper studies knowledge discovery method of 2.5-dimensional machining characteristics based on process model with model based definition technology, and finds out machining process design knowledge with the natural structured process description ability of MBD process model. Firstly, the composition of machining geometry ontology and process ontology is analyzed. Secondly, decision tree between ontology are obtained by analyzing abundant samples of MBD process model. Thus, the process and method of reasoning from geometry ontology to process ontology is achieved. Finally, the validity of process knowledge discovery method is exemplified with a group of MBD process models.

Original languageEnglish
Title of host publicationFrontiers of Manufacturing and Design Science III
Pages1006-1011
Number of pages6
EditionPART 1
DOIs
StatePublished - 2013
Event3rd International Conference on Frontiers of Manufacturing and Design Science, ICFMD 2012 - , Hong Kong
Duration: 11 Dec 201213 Dec 2012

Publication series

NameApplied Mechanics and Materials
NumberPART 1
Volume271
ISSN (Print)1660-9336
ISSN (Electronic)1662-7482

Conference

Conference3rd International Conference on Frontiers of Manufacturing and Design Science, ICFMD 2012
Country/TerritoryHong Kong
Period11/12/1213/12/12

Keywords

  • Converse method
  • Decision tree
  • MBD process model
  • Process ontology

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