AN AGENT-BASED ENERGY MANAGEMENT CONCEPT FOR V2X-CAPABLE EV CHARGER CLUSTERS

Erdem Gümrükcü; Gülen Akyün; Murat Yilmaz; Stefan Dähling; Ferdinanda Ponci; Antonello Monti

doi:10.1049/icp.2022.0688

AN AGENT-BASED ENERGY MANAGEMENT CONCEPT FOR V2X-CAPABLE EV CHARGER CLUSTERS

Erdem Gümrükcü, Gülen Akyün, Murat Yilmaz, Stefan Dähling, Ferdinanda Ponci, Antonello Monti

Department of Electrical Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

This study applies an agent-based concept for managing electric vehicle (EV) charging in clustered systems. The applied concept is the modified implementation of SwarmGrid-X algorithm, targeting energy neutralization of consumer-producer clusters through fully decentralized control. In this concept, each bidirectional charging unit (CU) is represented by an agent. Depending on the urgency of the charging demand of the connected EV, the CU agent can act as a consumer or producer and negotiate with other agents to find the complementary needs between individual agents. A consumer agent, firstly, searches for a producer agent in its close proximity and looks for further producers only when it is not possible to cover all the demanded power. This approach enables efficient utilization of vehicle-to-vehicle (V2V) functions for system objectives- energy neutralization of charger clusters-without enforcing any centralized control.

Original language	English
Title of host publication	IET Conference Proceedings
Publisher	Institution of Engineering and Technology
Pages	171-175
Number of pages	5
Volume	2022
Edition	3
ISBN (Electronic)	9781839537042, 9781839537059, 9781839537059, 9781839537196
DOIs	https://doi.org/10.1049/icp.2022.0688
Publication status	Published - 2022
Event	CIRED Porto Workshop 2022: E-Mobility and Power Distribution Systems - Porto, Virtual, Portugal Duration: 2 Jun 2022 → 3 Jun 2022

Conference

Conference	CIRED Porto Workshop 2022: E-Mobility and Power Distribution Systems
Country/Territory	Portugal
City	Porto, Virtual
Period	2/06/22 → 3/06/22

Bibliographical note

Publisher Copyright:
© 2022 CIRED workshop on E-mobility and power distribution systems. All rights reserved.

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

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10.1049/icp.2022.0688

Cite this

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title = "AN AGENT-BASED ENERGY MANAGEMENT CONCEPT FOR V2X-CAPABLE EV CHARGER CLUSTERS",

abstract = "This study applies an agent-based concept for managing electric vehicle (EV) charging in clustered systems. The applied concept is the modified implementation of SwarmGrid-X algorithm, targeting energy neutralization of consumer-producer clusters through fully decentralized control. In this concept, each bidirectional charging unit (CU) is represented by an agent. Depending on the urgency of the charging demand of the connected EV, the CU agent can act as a consumer or producer and negotiate with other agents to find the complementary needs between individual agents. A consumer agent, firstly, searches for a producer agent in its close proximity and looks for further producers only when it is not possible to cover all the demanded power. This approach enables efficient utilization of vehicle-to-vehicle (V2V) functions for system objectives- energy neutralization of charger clusters-without enforcing any centralized control.",

author = "Erdem G{\"u}mr{\"u}kc{\"u} and G{\"u}len Aky{\"u}n and Murat Yilmaz and Stefan D{\"a}hling and Ferdinanda Ponci and Antonello Monti",

note = "Publisher Copyright: {\textcopyright} 2022 CIRED workshop on E-mobility and power distribution systems. All rights reserved.; CIRED Porto Workshop 2022: E-Mobility and Power Distribution Systems ; Conference date: 02-06-2022 Through 03-06-2022",

year = "2022",

doi = "10.1049/icp.2022.0688",

language = "English",

volume = "2022",

pages = "171--175",

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Gümrükcü, E, Akyün, G, Yilmaz, M, Dähling, S, Ponci, F & Monti, A 2022, AN AGENT-BASED ENERGY MANAGEMENT CONCEPT FOR V2X-CAPABLE EV CHARGER CLUSTERS. in IET Conference Proceedings. 3 edn, vol. 2022, Institution of Engineering and Technology, pp. 171-175, CIRED Porto Workshop 2022: E-Mobility and Power Distribution Systems, Porto, Virtual, Portugal, 2/06/22. https://doi.org/10.1049/icp.2022.0688

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AU - Gümrükcü, Erdem

AU - Akyün, Gülen

AU - Yilmaz, Murat

AU - Dähling, Stefan

AU - Ponci, Ferdinanda

AU - Monti, Antonello

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N2 - This study applies an agent-based concept for managing electric vehicle (EV) charging in clustered systems. The applied concept is the modified implementation of SwarmGrid-X algorithm, targeting energy neutralization of consumer-producer clusters through fully decentralized control. In this concept, each bidirectional charging unit (CU) is represented by an agent. Depending on the urgency of the charging demand of the connected EV, the CU agent can act as a consumer or producer and negotiate with other agents to find the complementary needs between individual agents. A consumer agent, firstly, searches for a producer agent in its close proximity and looks for further producers only when it is not possible to cover all the demanded power. This approach enables efficient utilization of vehicle-to-vehicle (V2V) functions for system objectives- energy neutralization of charger clusters-without enforcing any centralized control.

AB - This study applies an agent-based concept for managing electric vehicle (EV) charging in clustered systems. The applied concept is the modified implementation of SwarmGrid-X algorithm, targeting energy neutralization of consumer-producer clusters through fully decentralized control. In this concept, each bidirectional charging unit (CU) is represented by an agent. Depending on the urgency of the charging demand of the connected EV, the CU agent can act as a consumer or producer and negotiate with other agents to find the complementary needs between individual agents. A consumer agent, firstly, searches for a producer agent in its close proximity and looks for further producers only when it is not possible to cover all the demanded power. This approach enables efficient utilization of vehicle-to-vehicle (V2V) functions for system objectives- energy neutralization of charger clusters-without enforcing any centralized control.

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DO - 10.1049/icp.2022.0688

M3 - Conference contribution

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VL - 2022

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BT - IET Conference Proceedings

PB - Institution of Engineering and Technology

T2 - CIRED Porto Workshop 2022: E-Mobility and Power Distribution Systems

Y2 - 2 June 2022 through 3 June 2022

ER -

AN AGENT-BASED ENERGY MANAGEMENT CONCEPT FOR V2X-CAPABLE EV CHARGER CLUSTERS

Abstract

Conference

Bibliographical note

UN SDGs

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