DocumentCode
173745
Title
Cloud manufacturing analysis based on ontology mapping and multi agent systems
Author
Saeidlou, Salman ; Saadat, Mahmoud ; Jules, Guiovanni
Author_Institution
Sch. of Mech. Eng., Univ. of Birmingham, Birmingham, UK
fYear
2014
fDate
5-8 Oct. 2014
Firstpage
2019
Lastpage
2024
Abstract
Manufacturing through the use of cloud computing has been further extended using cloud manufacturing technology. According to the literature, the benefits of this approach include transparency, cost-efficiency, sharing of resources and the scalability of production. A multi-agent system-informed ontology used in manufacturing environments facilitates knowledge storage, inference and retrieval especially for the case of distributed resources. Based on service-oriented thinking, a cloud manufacturing OWL-S ontology model is proposed. Ontology mapping and an inference engine will be used to complete service request, publishing and binding processes. A new cloud-oriented manufacturing service OWL-S ontology would provide an extension to the Web framework, which introduces a semantic description of manufacturing services. This is for the cloud to build upon theoretical foundations and comply with standards. Manufacturing services are built in with a cloud-based negotiation mechanism using agent division, cooperation, competition and negotiation to achieve dynamic cloud manufacturing services´ aggregation and running. ANALYSIS is a complex, non-linear, large cloud dynamic system for manufacturing. It is a cloud-based agent model represented in IDEF0 view, and functions on the basis of analysis of the mode of operation. Cloud services are adaptable to clients´ needs, and these may include various stages of a product lifestyle, including product design, manufacturing, testing and management.
Keywords
cloud computing; computer aided manufacturing; inference mechanisms; knowledge representation languages; multi-agent systems; ontologies (artificial intelligence); product design; resource allocation; service-oriented architecture; IDEF0 view; Web framework; agent competition; agent cooperation; agent division; agent negotiation; binding process; cloud computing; cloud manufacturing OWL-S ontology model; cloud manufacturing analysis; cloud manufacturing technology; cloud-based agent model; cloud-based negotiation mechanism; cloud-oriented manufacturing service OWL-S ontology; cost-efficiency; distributed resources; inference engine; knowledge inference; knowledge retrieval; knowledge storage; manufacturing environments; multiagent system-informed ontology; ontology mapping; product design; production scalability; resource sharing; semantic description; service request processes; service-oriented thinking; Computational modeling; Logistics; Manufacturing systems; Monitoring; Ontologies; Software; Agents; Multi Agent Systems (MAS); Ontology; Web Services;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems, Man and Cybernetics (SMC), 2014 IEEE International Conference on
Conference_Location
San Diego, CA
Type
conf
DOI
10.1109/SMC.2014.6974218
Filename
6974218
Link To Document