TY - GEN
T1 - Integration of distributed hybrid multi-agent systems into an industrial IT environment
T2 - 12th IEEE International Conference on Industrial Informatics, INDIN 2014
AU - Ulewicz, Sebastian
AU - Schütz, Daniel
AU - Vogel-Heuser, Birgit
N1 - Publisher Copyright:
© 2014 IEEE.
PY - 2014/11/3
Y1 - 2014/11/3
N2 - Due to fierce competition, short product lifecycles and fluctuating markets, there is an increasing demand for flexible and fault tolerant systems in automated manufacturing. Multi-Agent System (MAS) can help meeting these demands by enabling fast reconfigurations and smart fault handling and compensation. A previously developed MAS, distributed on real time and non-real time capable platforms, can increase these benefits by combining the advantages of both, real time and non-real time implementations of MAS when involved in controlling (a part of) a manufacturing plant. Even though different communication concepts have been developed and are provided within this MAS architecture, connections to other industrial IT systems such as Enterprise Resource Planning (ERP) or third party MAS implementations have not been included. To enable maximizing the system's flexibility, a complete immersion of the MAS into the industrial IT environment needs to be provided. This paper proposes communication concepts, a running example and evaluation of the concepts for this problem.
AB - Due to fierce competition, short product lifecycles and fluctuating markets, there is an increasing demand for flexible and fault tolerant systems in automated manufacturing. Multi-Agent System (MAS) can help meeting these demands by enabling fast reconfigurations and smart fault handling and compensation. A previously developed MAS, distributed on real time and non-real time capable platforms, can increase these benefits by combining the advantages of both, real time and non-real time implementations of MAS when involved in controlling (a part of) a manufacturing plant. Even though different communication concepts have been developed and are provided within this MAS architecture, connections to other industrial IT systems such as Enterprise Resource Planning (ERP) or third party MAS implementations have not been included. To enable maximizing the system's flexibility, a complete immersion of the MAS into the industrial IT environment needs to be provided. This paper proposes communication concepts, a running example and evaluation of the concepts for this problem.
KW - communication networks
KW - flexible manufacturing systems
KW - manufacturing automation
KW - multi-agent systems
UR - http://www.scopus.com/inward/record.url?scp=84914110938&partnerID=8YFLogxK
U2 - 10.1109/INDIN.2014.6945567
DO - 10.1109/INDIN.2014.6945567
M3 - Conference contribution
AN - SCOPUS:84914110938
T3 - Proceedings - 2014 12th IEEE International Conference on Industrial Informatics, INDIN 2014
SP - 519
EP - 525
BT - Proceedings - 2014 12th IEEE International Conference on Industrial Informatics, INDIN 2014
PB - Institute of Electrical and Electronics Engineers Inc.
Y2 - 27 July 2014 through 30 July 2014
ER -