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Knowledge based process scheduling and management for multi-agent distributed collaborative manufacturing

  • Yanli He
  • , Weiping He
  • , Haicheng Yang
  • , Ying Zhang
  • , Kai Zhao
  • Northwestern Polytechnical University Xian
  • China Aerospace Science and Technology Corporation

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

Abstract

Agent technology is widely employed to construct dynamic, distributed collaborative manufacturing systems in which the individual participating agents contribute to execute different part of the whole manufacturing job, and the final goal is achieved through cooperation. However, the cooperation among agents is based on message exchange, and the system requires additional process control and management mechanism to ensure the operation according to a pre-defined process model. This paper defines the collaborative manufacturing job and related information in domain knowledge model, and applies knowledge based expert system to build software agents for process scheduling and management. The system architecture, components and the implementation methods are discussed. A prototype system is constructed on the basis of JADE agent framework and Jess rule engine and demonstrated with an industry product as a case study.

Original languageEnglish
Title of host publicationAdvances in Materials Manufacturing Science and Technology II - Selected Papers from the 12th International Manufacturing Conference in China
EditorsChengyu Jiang, Geng Liu, Dinghua Zhang, Xipeng Xu
PublisherTrans Tech Publications Ltd
Pages1116-1119
Number of pages4
ISBN (Print)0878494219, 9780878494217
DOIs
StatePublished - 2006
Event12th International Manufacturing Conference in China, IMCC2006 - Xi'an, China
Duration: 21 Sep 200623 Sep 2006

Publication series

NameMaterials Science Forum
Volume532-533
ISSN (Print)0255-5476
ISSN (Electronic)1662-9752

Conference

Conference12th International Manufacturing Conference in China, IMCC2006
Country/TerritoryChina
CityXi'an
Period21/09/0623/09/06

Keywords

  • Agent
  • Distributed manufacturing
  • Expert system
  • Knowledge
  • Process management

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