TY - JOUR
T1 - A comparative study on multi-agent and service-oriented microgrid automation systems from energy internet perspective
AU - Tanjimuddin, Md
AU - Kannisto, Petri
AU - Jafary, Peyman
AU - Filppula, Mikael
AU - Repo, Sami
AU - Hästbacka, David
N1 - Funding Information:
This study was supported by the Academy of Finland under the project Distributed Management of Electricity System (DisMa) [grant/application IDs 322673 and 322676 ]. The authors acknowledge support from the colleagues from Tampere University (TAU) and the project partner VTT Technical Research Centre of Finland, especially Kalle Ruuth (TAU), Antti Supponen (TAU) and Amir Safdarian (VTT).
Publisher Copyright:
© 2022 The Author(s)
PY - 2022/12
Y1 - 2022/12
N2 - The current advancements of energy, information, communication, and automation technologies and their integration have provided ways for the energy industry to transform into cleaner energy systems. This transition has contributed to the concept called energy internet. The recent energy technologies provide clean energy generation, storage and demand response through distributed energy resources. Information, communication, and automation technologies aim to provide supporting software tools and enabling mechanisms to automate the operation and control of those resources in a coordinated way. Thus, researchers and the software industry are developing software frameworks and platforms to support energy system automation. Commonly, most of the frameworks follow the design principles of either multi-agent systems (MAS) or service-oriented architecture (SOA). However, there are many frameworks and no straightforward criteria to select which one to implement in energy systems’ automation applications to fulfill the energy internet vision. This study provides a conceptual investigation of MAS- and SOA-based software solutions by designing a use case for microgrid application automation considering its expansion for enabling energy internet. Two software frameworks, RIAPS and Arrowhead, have been selected as the candidates of MAS and SOA from the literature study. This study shows that neither MAS or SOA approach alone might not meet the requirements of microgrid automation and energy internet. Consequently, a combined approach of MAS and SOA is proposed.
AB - The current advancements of energy, information, communication, and automation technologies and their integration have provided ways for the energy industry to transform into cleaner energy systems. This transition has contributed to the concept called energy internet. The recent energy technologies provide clean energy generation, storage and demand response through distributed energy resources. Information, communication, and automation technologies aim to provide supporting software tools and enabling mechanisms to automate the operation and control of those resources in a coordinated way. Thus, researchers and the software industry are developing software frameworks and platforms to support energy system automation. Commonly, most of the frameworks follow the design principles of either multi-agent systems (MAS) or service-oriented architecture (SOA). However, there are many frameworks and no straightforward criteria to select which one to implement in energy systems’ automation applications to fulfill the energy internet vision. This study provides a conceptual investigation of MAS- and SOA-based software solutions by designing a use case for microgrid application automation considering its expansion for enabling energy internet. Two software frameworks, RIAPS and Arrowhead, have been selected as the candidates of MAS and SOA from the literature study. This study shows that neither MAS or SOA approach alone might not meet the requirements of microgrid automation and energy internet. Consequently, a combined approach of MAS and SOA is proposed.
KW - Arrowhead
KW - Energy internet
KW - Microgrid
KW - Multi-agent system (MAS)
KW - RIAPS
KW - Service-oriented architecture (SOA)
U2 - 10.1016/j.segan.2022.100856
DO - 10.1016/j.segan.2022.100856
M3 - Article
AN - SCOPUS:85135688923
SN - 2352-4677
VL - 32
JO - Sustainable Energy, Grids and Networks
JF - Sustainable Energy, Grids and Networks
M1 - 100856
ER -