A Distributed Electric Vehicle Charging Scheduling Platform Considering Aggregators Coordination

In this paper, a two-layer distributed optimization platform employing the alternating direction method of multipliers (ADMM) method is developed as an exchange problem to solve the electric vehicle charging management problem (EVCMP). The proposed model establishes a coordination layer between the...

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Autores principales:	Shahab Afshar, Vahid Disfani, Pierluigi Siano
Formato:	article
Lenguaje:	EN
Publicado:	IEEE 2021
Materias:	Alternative direction method of multipliers battery degradation distributed optimization electric vehicle aggregation mixed integer programming Electrical engineering. Electronics. Nuclear engineering TK1-9971
Acceso en línea:	https://doaj.org/article/7a20f3cf705c4fbea89a3dd2c051a6d2
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id	oai:doaj.org-article:7a20f3cf705c4fbea89a3dd2c051a6d2
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spelling	oai:doaj.org-article:7a20f3cf705c4fbea89a3dd2c051a6d22021-11-17T00:00:27ZA Distributed Electric Vehicle Charging Scheduling Platform Considering Aggregators Coordination2169-353610.1109/ACCESS.2021.3126289https://doaj.org/article/7a20f3cf705c4fbea89a3dd2c051a6d22021-01-01T00:00:00Zhttps://ieeexplore.ieee.org/document/9606708/https://doaj.org/toc/2169-3536In this paper, a two-layer distributed optimization platform employing the alternating direction method of multipliers (ADMM) method is developed as an exchange problem to solve the electric vehicle charging management problem (EVCMP). The proposed model establishes a coordination layer between the EV aggregators, which increases the optimization’s overall efficiency while preserving aggregators’ independence. Numerical tests validate that the proposed coordinated distributed platform (CDP) enhances the load profile’s smoothness compared to the locally coordinated and uncoordinated charging platforms. Moreover, CDP also decreases the total EV charging costs by 35%, compared to the uncoordinated charging approach.Shahab AfsharVahid DisfaniPierluigi SianoIEEEarticleAlternative direction method of multipliersbattery degradationdistributed optimizationelectric vehicle aggregationmixed integer programmingElectrical engineering. Electronics. Nuclear engineeringTK1-9971ENIEEE Access, Vol 9, Pp 151294-151305 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	Alternative direction method of multipliers battery degradation distributed optimization electric vehicle aggregation mixed integer programming Electrical engineering. Electronics. Nuclear engineering TK1-9971
spellingShingle	Alternative direction method of multipliers battery degradation distributed optimization electric vehicle aggregation mixed integer programming Electrical engineering. Electronics. Nuclear engineering TK1-9971 Shahab Afshar Vahid Disfani Pierluigi Siano A Distributed Electric Vehicle Charging Scheduling Platform Considering Aggregators Coordination
description	In this paper, a two-layer distributed optimization platform employing the alternating direction method of multipliers (ADMM) method is developed as an exchange problem to solve the electric vehicle charging management problem (EVCMP). The proposed model establishes a coordination layer between the EV aggregators, which increases the optimization’s overall efficiency while preserving aggregators’ independence. Numerical tests validate that the proposed coordinated distributed platform (CDP) enhances the load profile’s smoothness compared to the locally coordinated and uncoordinated charging platforms. Moreover, CDP also decreases the total EV charging costs by 35%, compared to the uncoordinated charging approach.
format	article
author	Shahab Afshar Vahid Disfani Pierluigi Siano
author_facet	Shahab Afshar Vahid Disfani Pierluigi Siano
author_sort	Shahab Afshar
title	A Distributed Electric Vehicle Charging Scheduling Platform Considering Aggregators Coordination
title_short	A Distributed Electric Vehicle Charging Scheduling Platform Considering Aggregators Coordination
title_full	A Distributed Electric Vehicle Charging Scheduling Platform Considering Aggregators Coordination
title_fullStr	A Distributed Electric Vehicle Charging Scheduling Platform Considering Aggregators Coordination
title_full_unstemmed	A Distributed Electric Vehicle Charging Scheduling Platform Considering Aggregators Coordination
title_sort	distributed electric vehicle charging scheduling platform considering aggregators coordination
publisher	IEEE
publishDate	2021
url	https://doaj.org/article/7a20f3cf705c4fbea89a3dd2c051a6d2
work_keys_str_mv	AT shahabafshar adistributedelectricvehiclechargingschedulingplatformconsideringaggregatorscoordination AT vahiddisfani adistributedelectricvehiclechargingschedulingplatformconsideringaggregatorscoordination AT pierluigisiano adistributedelectricvehiclechargingschedulingplatformconsideringaggregatorscoordination AT shahabafshar distributedelectricvehiclechargingschedulingplatformconsideringaggregatorscoordination AT vahiddisfani distributedelectricvehiclechargingschedulingplatformconsideringaggregatorscoordination AT pierluigisiano distributedelectricvehiclechargingschedulingplatformconsideringaggregatorscoordination
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A Distributed Electric Vehicle Charging Scheduling Platform Considering Aggregators Coordination

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