DocumentCode :
78474
Title :
Holonic Ontology and Interaction Protocol for Manufacturing Network Organization
Author :
Jules, Guiovanni D. ; Saadat, Mozafar ; Saeidlou, Salman
Author_Institution :
Sch. of Mech. Eng., Univ. of Birmingham, Birmingham, UK
Volume :
45
Issue :
5
fYear :
2015
fDate :
May-15
Firstpage :
819
Lastpage :
830
Abstract :
The aim of this paper is to form the best collaborative networked organization of small manufacturers to fulfill a production plan. Manufacturing networks can be formed using two approaches. The conventional approach is the formation of networks by the grouping of the best manufacturers based on multiple criteria. The proposed approach is the formation of all feasible networks followed by the grouping of the best networks based on multiple criteria. The hypothesis of this paper is that the better group of manufacturing networks may not be the result of the selection of the best available manufacturers to form each network, based on the same criteria. The research methodology employed involves techniques such as interaction protocol development, ontology engineering, and principles from concepts such as the contract net protocol, the product-resource-order-staff-architecture, the auctioning process, agent-based modeling, and rule-based programming. Results from the proposed approach were compared to the conventional approach on multiple criteria namely lead time, quality, cost, and delivery reliability. On the basis of the results, the hypothesis was not rejected.
Keywords :
groupware; logic programming; manufacturing data processing; multi-agent systems; ontologies (artificial intelligence); organisational aspects; production planning; protocols; software agents; agent-based modeling; auctioning process; collaborative networked organization; contract net protocol; cost; delivery reliability; holonic ontology; interaction protocol development; lead time; manufacturing network organization; multiple criteria; network formation; ontology engineering; product-resource-order-staff-architecture; production plan; quality; rule-based programming; Companies; Manufacturing; Ontologies; Production; Protocols; Unified modeling language; Contract net protocol (CNP); holon; network; ontology; protocol; schedule;
fLanguage :
English
Journal_Title :
Systems, Man, and Cybernetics: Systems, IEEE Transactions on
Publisher :
ieee
ISSN :
2168-2216
Type :
jour
DOI :
10.1109/TSMC.2014.2387099
Filename :
7047838
Link To Document :
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