Agent based coordination protocol for system of cyber-physical systems

Abstract Nowadays, society and business rely heavily on Information and Communication Technology (ICT) systems, which are progressing faster than ever. To stay on pace with them, focus is shifted towards integration of individual ICT systems into complex systems, which offers more functionality than...

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Main Authors: Aisha Umair, Anders Clausen, Yves Demazeau, Bo Nørregaard Jørgensen
Format: Article
Language:English
Published: SpringerOpen 2021-09-01
Series:Energy Informatics
Subjects:
Online Access:https://doi.org/10.1186/s42162-021-00163-7
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spelling doaj-65da22a1c5b44202abc4c87b4cb0e5322021-09-26T11:16:01ZengSpringerOpenEnergy Informatics2520-89422021-09-014S212510.1186/s42162-021-00163-7Agent based coordination protocol for system of cyber-physical systemsAisha Umair0Anders Clausen1Yves Demazeau2Bo Nørregaard Jørgensen3Software Engineering Unit, Mærsk Mc-Kinney Møller Institute, University of Southern DenmarkCenter for Energy Informatics, Mærsk Mc-Kinney Møller Institute, University of Southern DenmarkLaboratoire d’Informatique de GrenobleCenter for Energy Informatics, Mærsk Mc-Kinney Møller Institute, University of Southern DenmarkAbstract Nowadays, society and business rely heavily on Information and Communication Technology (ICT) systems, which are progressing faster than ever. To stay on pace with them, focus is shifted towards integration of individual ICT systems into complex systems, which offers more functionality than simply the sum of individual systems. In this regard, Cyber-Physical Systems (CPSs) have gained significant importance and System-of-Systems (SoS) approach has been suggested for modeling complex CPSs to achieve a higher level goal, by dynamically building a large system with existing autonomous, and heterogeneous constituent systems (CSs). An important challenge in a system of Cyber-Physical Systems (SoCPSs) is to develop seamless collaboration between autonomous constituent-CPSs (CCPSs) to coordinate their operations. In this paper, we propose an agent based coordination mechanism to coordinate resource allocation and demand in SoCPSs. The approach models each CCPS as an agent and describes how multiple autonomous CCPSs, i.e., Virtual Power Plant (VPP), Commercial Greenhouse Growers (CGGs), communicate and collaborate with each other asynchronously through negotiation and how potential conflicts between CCPSs with conflicting goals are resolved. The efficacy of the proposed mechanism is validated through simulation of different real-world acyclic SoCPSs topologies. The results show that proposed approach is able to balance the individual requirements of multiple connected CPSs while achieving SoCPSs’ mission.https://doi.org/10.1186/s42162-021-00163-7Multi-objective multi-issue optimizationCooperation and coordinationMulti-agent systemsDistributed energy resources
collection DOAJ
language English
format Article
sources DOAJ
author Aisha Umair
Anders Clausen
Yves Demazeau
Bo Nørregaard Jørgensen
spellingShingle Aisha Umair
Anders Clausen
Yves Demazeau
Bo Nørregaard Jørgensen
Agent based coordination protocol for system of cyber-physical systems
Energy Informatics
Multi-objective multi-issue optimization
Cooperation and coordination
Multi-agent systems
Distributed energy resources
author_facet Aisha Umair
Anders Clausen
Yves Demazeau
Bo Nørregaard Jørgensen
author_sort Aisha Umair
title Agent based coordination protocol for system of cyber-physical systems
title_short Agent based coordination protocol for system of cyber-physical systems
title_full Agent based coordination protocol for system of cyber-physical systems
title_fullStr Agent based coordination protocol for system of cyber-physical systems
title_full_unstemmed Agent based coordination protocol for system of cyber-physical systems
title_sort agent based coordination protocol for system of cyber-physical systems
publisher SpringerOpen
series Energy Informatics
issn 2520-8942
publishDate 2021-09-01
description Abstract Nowadays, society and business rely heavily on Information and Communication Technology (ICT) systems, which are progressing faster than ever. To stay on pace with them, focus is shifted towards integration of individual ICT systems into complex systems, which offers more functionality than simply the sum of individual systems. In this regard, Cyber-Physical Systems (CPSs) have gained significant importance and System-of-Systems (SoS) approach has been suggested for modeling complex CPSs to achieve a higher level goal, by dynamically building a large system with existing autonomous, and heterogeneous constituent systems (CSs). An important challenge in a system of Cyber-Physical Systems (SoCPSs) is to develop seamless collaboration between autonomous constituent-CPSs (CCPSs) to coordinate their operations. In this paper, we propose an agent based coordination mechanism to coordinate resource allocation and demand in SoCPSs. The approach models each CCPS as an agent and describes how multiple autonomous CCPSs, i.e., Virtual Power Plant (VPP), Commercial Greenhouse Growers (CGGs), communicate and collaborate with each other asynchronously through negotiation and how potential conflicts between CCPSs with conflicting goals are resolved. The efficacy of the proposed mechanism is validated through simulation of different real-world acyclic SoCPSs topologies. The results show that proposed approach is able to balance the individual requirements of multiple connected CPSs while achieving SoCPSs’ mission.
topic Multi-objective multi-issue optimization
Cooperation and coordination
Multi-agent systems
Distributed energy resources
url https://doi.org/10.1186/s42162-021-00163-7
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