Coordination for prosumers' electricity trading agents via distributed optimization

Irena Dukovska; Nikolaos G. Paterakis; Han J.G. Slootweg

doi:10.1109/SEST.2019.8849065

Coordination for prosumers' electricity trading agents via distributed optimization

Irena Dukovska, Nikolaos G. Paterakis, Han J.G. Slootweg

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

7 Citaten (Scopus)

125 Downloads (Pure)

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In this paper, the coordinated operation of agents representing residential household energy management systems in the electricity market is considered. Each agent has its local decision vector that may contain both continuous and discrete variables. The problem of minimizing the energy procurement cost of the community of agents is represented by a Mixed Integer Linear Program with local and global constraints. A dual decomposition method with a tightening of the global constraint is applied to solve the problem with guarantees for the feasibility of the obtained solutions. The problem is decomposed and solved in a distributed way with coordination by a community coordinator. The method is applied to a realistic case study of 15 households.

Originele taal-2	Engels
Titel	SEST 2019 - 2nd International Conference on Smart Energy Systems and Technologies
Plaats van productie	Piscataway
Uitgeverij	Institute of Electrical and Electronics Engineers
Aantal pagina's	6
ISBN van elektronische versie	978-1-7281-1156-8
DOI's	https://doi.org/10.1109/SEST.2019.8849065
Status	Gepubliceerd - 1 sep. 2019
Evenement	2nd International Conference on Smart Energy Systems and Technologies, SEST 2019 - Porto, Portugal Duur: 9 sep. 2019 → 11 sep. 2019

Congres

Congres	2nd International Conference on Smart Energy Systems and Technologies, SEST 2019
Land/Regio	Portugal
Stad	Porto
Periode	9/09/19 → 11/09/19

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10.1109/SEST.2019.8849065

SEST_2019_ID_OACR_AcceptedFinale auteursversie , 639 KBLicentie: CC BY

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@inproceedings{edcae0d068424fc2849c3cc26dd11483,

title = "Coordination for prosumers' electricity trading agents via distributed optimization",

abstract = "In this paper, the coordinated operation of agents representing residential household energy management systems in the electricity market is considered. Each agent has its local decision vector that may contain both continuous and discrete variables. The problem of minimizing the energy procurement cost of the community of agents is represented by a Mixed Integer Linear Program with local and global constraints. A dual decomposition method with a tightening of the global constraint is applied to solve the problem with guarantees for the feasibility of the obtained solutions. The problem is decomposed and solved in a distributed way with coordination by a community coordinator. The method is applied to a realistic case study of 15 households.",

keywords = "Decomposition methods, Distributed algorithms, Local Energy Trading, Optimization, Prosumers",

author = "Irena Dukovska and Paterakis, {Nikolaos G.} and Slootweg, {Han J.G.}",

year = "2019",

month = sep,

day = "1",

doi = "10.1109/SEST.2019.8849065",

language = "English",

booktitle = "SEST 2019 - 2nd International Conference on Smart Energy Systems and Technologies",

publisher = "Institute of Electrical and Electronics Engineers",

address = "United States",

note = "2nd International Conference on Smart Energy Systems and Technologies, SEST 2019 ; Conference date: 09-09-2019 Through 11-09-2019",

}

Dukovska, I , Paterakis, NG & Slootweg, HJG 2019, Coordination for prosumers' electricity trading agents via distributed optimization. in SEST 2019 - 2nd International Conference on Smart Energy Systems and Technologies., 8849065, Institute of Electrical and Electronics Engineers, Piscataway, 2nd International Conference on Smart Energy Systems and Technologies, SEST 2019, Porto, Portugal, 9/09/19. https://doi.org/10.1109/SEST.2019.8849065

Coordination for prosumers' electricity trading agents via distributed optimization. / Dukovska, Irena ; Paterakis, Nikolaos G.; Slootweg, Han J.G.
SEST 2019 - 2nd International Conference on Smart Energy Systems and Technologies. Piscataway: Institute of Electrical and Electronics Engineers, 2019. 8849065.

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

TY - GEN

T1 - Coordination for prosumers' electricity trading agents via distributed optimization

AU - Dukovska, Irena

AU - Paterakis, Nikolaos G.

AU - Slootweg, Han J.G.

PY - 2019/9/1

Y1 - 2019/9/1

N2 - In this paper, the coordinated operation of agents representing residential household energy management systems in the electricity market is considered. Each agent has its local decision vector that may contain both continuous and discrete variables. The problem of minimizing the energy procurement cost of the community of agents is represented by a Mixed Integer Linear Program with local and global constraints. A dual decomposition method with a tightening of the global constraint is applied to solve the problem with guarantees for the feasibility of the obtained solutions. The problem is decomposed and solved in a distributed way with coordination by a community coordinator. The method is applied to a realistic case study of 15 households.

AB - In this paper, the coordinated operation of agents representing residential household energy management systems in the electricity market is considered. Each agent has its local decision vector that may contain both continuous and discrete variables. The problem of minimizing the energy procurement cost of the community of agents is represented by a Mixed Integer Linear Program with local and global constraints. A dual decomposition method with a tightening of the global constraint is applied to solve the problem with guarantees for the feasibility of the obtained solutions. The problem is decomposed and solved in a distributed way with coordination by a community coordinator. The method is applied to a realistic case study of 15 households.

KW - Decomposition methods

KW - Distributed algorithms

KW - Local Energy Trading

KW - Optimization

KW - Prosumers

UR - http://www.scopus.com/inward/record.url?scp=85073346997&partnerID=8YFLogxK

U2 - 10.1109/SEST.2019.8849065

DO - 10.1109/SEST.2019.8849065

M3 - Conference contribution

BT - SEST 2019 - 2nd International Conference on Smart Energy Systems and Technologies

PB - Institute of Electrical and Electronics Engineers

CY - Piscataway

T2 - 2nd International Conference on Smart Energy Systems and Technologies, SEST 2019

Y2 - 9 September 2019 through 11 September 2019

ER -

Coordination for prosumers' electricity trading agents via distributed optimization

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