Title :
Real time simulation models integrated into the corporate information systems
Author :
Aksyonov, Konstantin ; Bykov, Eugene ; Aksyonova, Olga
Author_Institution :
Dept. of Inf. Technol., Ural Fed. Univ., Ekaterinburg, Russia
Abstract :
The paper focuses on discussion on the method of integration of simulation models used within the enterprise information system. The integration problem is presented on one sample class of models - the real time models that are used in control, diagnostics and decision making processes. The suggested method is based on multi-agent approach with distributed knowledgeable agents. The dynamic model consists in the multi-agent resource conversion process model that supports multi-approach modeling, including discrete-event, agent-based, queuing systems. To substantiate suggested technical decision of the integration module existing message brokers were analyzed. The subject area ontology is presented. It used for semantic data integration that is required for simulation modeling of technological processes, business processes and logistical processes. In order to achieve a cross-platform system Java language is used for development.
Keywords :
Java; business data processing; data integration; decision making; discrete event systems; information systems; multi-agent systems; ontologies (artificial intelligence); queueing theory; Java language; agent-based systems; business processes; control process; corporate information systems; cross-platform system; decision making process; diagnostics process; discrete-event systems; distributed knowledgeable agents; dynamic model; enterprise information system; logistical processes; multiagent resource conversion; queuing systems; real time simulation models; semantic data integration problem; subject area ontology; technological processes; Analytical models; Data models; Information systems; Object oriented modeling; Ontologies; Real-time systems; Software; Model integration; resource conversion process;
Conference_Titel :
Control Conference (CCC), 2014 33rd Chinese
Conference_Location :
Nanjing
DOI :
10.1109/ChiCC.2014.6896121