Title:
Using Ontologies to Support Interoperability in Federated Simulation

dc.contributor.advisor Paredis, Christiaan J. J.
dc.contributor.author Rathnam, Tarun en_US
dc.contributor.committeeMember Bras, Berdinus
dc.contributor.committeeMember Fujimoto, Richard
dc.contributor.committeeMember Peak, Russell
dc.contributor.department Mechanical Engineering en_US
dc.date.accessioned 2005-03-01T19:23:22Z
dc.date.available 2005-03-01T19:23:22Z
dc.date.issued 2004-08-20 en_US
dc.description.abstract A vast array of computer-based simulation tools are used to support engineering design and analysis activities. Several such activities call for the simulation of various coupled sub-systems in parallel, typically to study the emergent behavior of large, complex systems. Most sub-systems have their own simulation models associated with them, which need to interoperate with each other in a federated fashion to simulate system-level behavior. The run-time exchange of information between federate simulations requires a common information model that defines the representation of simulation concepts shared between federates. However, most federate simulations employ disparate representations of shared concepts. Therefore, it is often necessary to implement transformation stubs that convert concepts between their common representation to those used in federate simulations. The tasks of defining a common representation for shared simulation concepts and building translation stubs around them adds to the cost of performing a system-level simulation. In this thesis, a framework to support automation and reuse in the process of achieving interoperability between federate simulations is developed. This framework uses ontologies as a means to capture the semantics of different simulation concepts shared in a federation in a formal, reusable fashion. Using these semantics, a common representation for shared simulation entities, and a corresponding set of transformation stubs to convert entities from their federate to common representations (and vice-versa) are derived automatically. As a foundation to this framework, a schema to enable the capture of simulation concepts in an ontology is specified. Also, a graph-based algorithm is developed to extract the appropriate common information model and transformation procedures between federate and common simulation entities. As a proof of concept, this framework is applied to support the development of a federated air traffic simulation. To progress with the design of an airport, the combined operation of its individual systems (air traffic control, ground traffic control, and ground-based aircraft services) in handling varying volumes of aircraft traffic is to be studied. To do so, the individual simulation models corresponding to the different sub-systems of the airport need to be federated, for which the ontology-based framework is applied. en_US
dc.description.degree M.S. en_US
dc.format.extent 1695501 bytes
dc.format.mimetype application/pdf
dc.identifier.uri http://hdl.handle.net/1853/4788
dc.language.iso en_US
dc.publisher Georgia Institute of Technology en_US
dc.subject Distributed simulation en_US
dc.subject Semantic technologies
dc.subject High level architecture
dc.subject Simulation-based design
dc.subject.lcsh Internetworking (Telecommunication) en_US
dc.subject.lcsh Lexicology Data processing en_US
dc.subject.lcsh Computer simulation en_US
dc.title Using Ontologies to Support Interoperability in Federated Simulation en_US
dc.type Text
dc.type.genre Thesis
dspace.entity.type Publication
local.contributor.corporatename George W. Woodruff School of Mechanical Engineering
local.contributor.corporatename College of Engineering
relation.isOrgUnitOfPublication c01ff908-c25f-439b-bf10-a074ed886bb7
relation.isOrgUnitOfPublication 7c022d60-21d5-497c-b552-95e489a06569
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