Dynamic Co-Simulation of Internet-of-Things-Components using a Multi-Agent System
T. Jung, P. Shah, and M. Weyrich. 51st CIRP Conference on Manufacturing Systems, Stockholm, (May 2018)
Abstract
The heterogeneity and dynamic of IoT-systems pose new challenges for their simulation, which can be met by a modular co-simulation. Therefore several existing co-simulation approaches are presented and evaluated. A new concept for a dynamic co-simulation of IoT-systems utilizing a multi-agent-system is presented, wherein each IoT-component is simulated in a separate simulation tool. Each separate simulation is represented by an agent, and therefore able to enter a running co-simulation dynamically during runtime, which allows for a “Plug-andSimulate” behavior. The connection between agents and simulation tools is realized by an interface concept. The presented concept is evaluated by a prototypical implementation.
%0 Conference Paper
%1 jung2018dynamic
%A Jung, Tobias
%A Shah, Payal
%A Weyrich, Michael
%B 51st CIRP Conference on Manufacturing Systems, Stockholm
%D 2018
%K ias
%T Dynamic Co-Simulation of Internet-of-Things-Components using a Multi-Agent System
%U https://www.ias.uni-stuttgart.de/dokumente/publikationen/2018_Dynamic_Co-Simulation_of_Internet-of-Things-Components_using_a_Multi-Agent-System.pdf
%X The heterogeneity and dynamic of IoT-systems pose new challenges for their simulation, which can be met by a modular co-simulation. Therefore several existing co-simulation approaches are presented and evaluated. A new concept for a dynamic co-simulation of IoT-systems utilizing a multi-agent-system is presented, wherein each IoT-component is simulated in a separate simulation tool. Each separate simulation is represented by an agent, and therefore able to enter a running co-simulation dynamically during runtime, which allows for a “Plug-andSimulate” behavior. The connection between agents and simulation tools is realized by an interface concept. The presented concept is evaluated by a prototypical implementation.
@inproceedings{jung2018dynamic,
abstract = {The heterogeneity and dynamic of IoT-systems pose new challenges for their simulation, which can be met by a modular co-simulation. Therefore several existing co-simulation approaches are presented and evaluated. A new concept for a dynamic co-simulation of IoT-systems utilizing a multi-agent-system is presented, wherein each IoT-component is simulated in a separate simulation tool. Each separate simulation is represented by an agent, and therefore able to enter a running co-simulation dynamically during runtime, which allows for a “Plug-andSimulate” behavior. The connection between agents and simulation tools is realized by an interface concept. The presented concept is evaluated by a prototypical implementation.},
added-at = {2018-05-24T15:37:56.000+0200},
author = {Jung, Tobias and Shah, Payal and Weyrich, Michael},
biburl = {https://puma.ub.uni-stuttgart.de/bibtex/235fccc1063304451a6e690e7a4026287/sekretariatias},
booktitle = {51st CIRP Conference on Manufacturing Systems, Stockholm},
eventdate = {16-18 may 2018},
interhash = {13c8cd7bb540897ac154474037adf95e},
intrahash = {35fccc1063304451a6e690e7a4026287},
keywords = {ias},
month = may,
timestamp = {2018-05-24T13:46:51.000+0200},
title = {Dynamic Co-Simulation of Internet-of-Things-Components using a Multi-Agent System},
url = {https://www.ias.uni-stuttgart.de/dokumente/publikationen/2018_Dynamic_Co-Simulation_of_Internet-of-Things-Components_using_a_Multi-Agent-System.pdf},
year = 2018
}