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Please use this identifier to cite or link to this item: http://repository.iitr.ac.in/handle/123456789/12053
Title: Ontology development and agent communication in agent-based simulation of AGVS
Authors: Komma V.R.
Jain, P. K.
Mehta N.K.
Published in: International Journal of Simulation Modelling
Abstract: For effective information exchange in agent-based systems, domain-specific ontology is strongly needed, which is the vocabulary representing facts and relations of objects in the domain. In this paper, a semi-formal domain-specific ontology for shop floor focusing on Automated Guided Vehicle Systems (AGVS) is presented. The domain-specific ontology is developed on Protégé, a leading frame-based ontology editor, and is further converted into JADEâ„¢ (Java Agent DEvelopment Framework) compliant java classes. The developed ontology has been used in agent-communication of a simulator known as agent-based shop floor simulator (ABSFSim). Agent communication used in the ABSFSim is discussed. Agent-based simulation model of a sample manufacturing system is built with ABSFSim and the working of the model is verified and validated by comparing the output with an equivalent model developed in ProModel. The ontology development process presented in this paper is useful for developing agent-based models in different sections of manufacturing and also for developing high level agent-based software platforms for manufacturing systems.
Citation: International Journal of Simulation Modelling (2012), 11(4): 173-184
URI: https://doi.org/10.2507/IJSIMM11(4)1.193
http://repository.iitr.ac.in/handle/123456789/12053
Issue Date: 2012
Keywords: ABSFSim
Agent-Based Simulation
AGVS
JADEâ„¢
Protégé Ontology Editor
ISSN: 17264529
Author Scopus IDs: 13008566100
7402520507
7201738732
Author Affiliations: Komma, V.R., Department of Mechanical Engineering, Motilal Nehru National Institute of Technology, Allahabad - 211004, Uttar Pradesh, India
Jain, P.K., Department of Mechanical and Industrial Engineering, Indian Institute of Technology Roorkee, Roorkee - 247667, Uttarakhand, India
Mehta, N.K., Department of Mechanical and Industrial Engineering, Indian Institute of Technology Roorkee, Roorkee - 247667, Uttarakhand, India
Corresponding Author: Komma, V. R.; Department of Mechanical Engineering, Motilal Nehru National Institute of Technology, Allahabad - 211004, Uttar Pradesh, India; email: vrkomma@gmail.com
Appears in Collections:Journal Publications [ME]

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