DocumentCode
239294
Title
Partial paradigm hiding and reusability in hybrid simulation modeling using the frameworks Health-DS and i7-AnyEnergy
Author
Djanatliev, Anatoli ; Bazan, Peter ; German, Reinhard
Author_Institution
Comput. Networks & Commun. Syst., Univ. of Erlangen-Nuremberg, Erlangen, Germany
fYear
2014
fDate
7-10 Dec. 2014
Firstpage
1723
Lastpage
1734
Abstract
Many complex real-world problems which are difficult to understand can be solved by discrete or continuous simulation techniques, such as Discrete-Event-Simulation, Agent-Based-Simulation or System Dynamics. In recently published literature, various multilevel and large-scale hybrid simulation examples have been presented that combine different approaches in common environments. Many studies using this technique in interdisciplinary projects have the problem of a different model understanding. In this case, paradigm hiding can help in domain-oriented communication with non-technical experts avoiding unnecessary paradigm discussions. Another problem is that already solved problems are often not reusable in future scenarios and have to be modeled and validated in similar studies from the scratch. This paper presents selected concepts that can help to build domain specific frameworks with reusable components in AnyLogic 7 and depicts two examples; HealthDS for prospective healthcare decision support and i7-AnyEnergy that can be used for building innovative energy scenarios.
Keywords
digital simulation; AnyLogic 7; Health-DS framework; agent based simulation; continuous simulation technique; discrete event simulation; discrete simulation technique; hybrid simulation modeling; i7-AnyEnergy framework; partial paradigm hiding; partial paradigm reusability; system dynamics; Abstracts; Adaptation models; Buildings; Computational modeling; Data models; Load modeling; Medical services;
fLanguage
English
Publisher
ieee
Conference_Titel
Simulation Conference (WSC), 2014 Winter
Conference_Location
Savanah, GA
Print_ISBN
978-1-4799-7484-9
Type
conf
DOI
10.1109/WSC.2014.7020022
Filename
7020022
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