Title :
Modelling Energy and Transport Infrastructures as a Multi-Agent System using a Generic Ontology
Author :
Van Dam, Koen H. ; Lukszo, Zofia
Abstract :
Considering infrastructures as socio-technical systems, the multi-agent paradigm is a good way to model these systems in order to study new control concepts to improve the efficiency and reliability of infrastructures. Agent Based Models (ABM) allow the modeller to build models in a bottom-up way, thus having the freedom to experiment with different designs of the network emerging from local decision making. This paper describes a generic approach for building such models using a generic ontology of the infrastructure domain that can be extended and specialised by including domain specific concepts. This approach has been used in proof of concept model and is currently being applied to both energy and transport infrastructures.
Keywords :
multi-agent systems; ontologies (artificial intelligence); power engineering computing; energy infrastructure; generic ontology; multiagent system; transport infrastructure; Centralized control; Decision making; Electronic mail; Government; Lighting control; Multiagent systems; Ontologies; Roads; Sociotechnical systems; Technology management;
Conference_Titel :
Systems, Man and Cybernetics, 2006. SMC '06. IEEE International Conference on
Conference_Location :
Taipei
Print_ISBN :
1-4244-0099-6
Electronic_ISBN :
1-4244-0100-3
DOI :
10.1109/ICSMC.2006.384502