Strategies for solar and wind integration by leveraging flexibility from electric vehicles: The Barbados case study

Rapid deployment of large shares of Variable Renewable Energy (VRE) is driving a shift in economics and operational practices in power systems around the world, creating the need for a more flexible and decentralized power system. In this context, electric vehicles (EVs) are expected to play a signi...

Full description

Saved in:
Bibliographic Details
Published inEnergy (Oxford) Vol. 164; pp. 65 - 78
Main Authors Taibi, Emanuele, Fernández del Valle, Carlos, Howells, Mark
Format Journal Article
LanguageEnglish
Published Oxford Elsevier Ltd 01.12.2018
Elsevier BV
Subjects
Online AccessGet full text

Cover

Loading…
Abstract Rapid deployment of large shares of Variable Renewable Energy (VRE) is driving a shift in economics and operational practices in power systems around the world, creating the need for a more flexible and decentralized power system. In this context, electric vehicles (EVs) are expected to play a significant role, as they can make use of large shares of renewables in the power system to decarbonise the transportation sector. It is important to carefully plan for EV integration to make sure that they facilitate the integration of VRE and capture the potential benefits for the power system. This paper assesses the different impacts on production costs that electric vehicles could have depending on different charging profiles and considering the value added from allowing the EVs to provide energy and ancillary services to the grid. This paper shows how smart charging strategies can 1) limit the total increase in production cost from charging EVs, 2) facilitate VRE integration into the system reducing curtailment 3) affect marginal cost of electricity and 4) reduce the investment needed for grid connected storage, using an innovative approach to calculate the contribution of EVs to system reliability based on the different charging scenario. Finally, the effects of adding a constraint to represent battery degradation due to operation are analysed. This analysis is carried out using as a case study the Caribbean island of Barbados, given the expected large shares of VRE in the future, however it suggests a general framework to assess the impact of EVs in power systems with high shares of VRE. •Smart charging of EVs can facilitate integration of large shares of VRE.•Smart charging of EVs can reduce incremental generation cost and VRE curtailment.•V2G can reduce electricity and ancillary services prices.•Innovative approach to model V2G in PLEXOS.•Degradation of EV batteries when feeding into grid is key to assess V2G viability.
AbstractList Rapid deployment of large shares of Variable Renewable Energy (VRE) is driving a shift in economics and operational practices in power systems around the world, creating the need for a more flexible and decentralized power system. In this context, electric vehicles (EVs) are expected to play a significant role, as they can make use of large shares of renewables in the power system to decarbonise the transportation sector. It is important to carefully plan for EV integration to make sure that they facilitate the integration of VRE and capture the potential benefits for the power system. This paper assesses the different impacts on production costs that electric vehicles could have depending on different charging profiles and considering the value added from allowing the EVs to provide energy and ancillary services to the grid. This paper shows how smart charging strategies can 1) limit the total increase in production cost from charging EVs, 2) facilitate VRE integration into the system reducing curtailment 3) affect marginal cost of electricity and 4) reduce the investment needed for grid connected storage, using an innovative approach to calculate the contribution of EVs to system reliability based on the different charging scenario. Finally, the effects of adding a constraint to represent battery degradation due to operation are analysed. This analysis is carried out using as a case study the Caribbean island of Barbados, given the expected large shares of VRE in the future, however it suggests a general framework to assess the impact of EVs in power systems with high shares of VRE. 
Rapid deployment of large shares of Variable Renewable Energy (VRE) is driving a shift in economics and operational practices in power systems around the world, creating the need for a more flexible and decentralized power system. In this context, electric vehicles (EVs) are expected to play a significant role, as they can make use of large shares of renewables in the power system to decarbonise the transportation sector. It is important to carefully plan for EV integration to make sure that they facilitate the integration of VRE and capture the potential benefits for the power system. This paper assesses the different impacts on production costs that electric vehicles could have depending on different charging profiles and considering the value added from allowing the EVs to provide energy and ancillary services to the grid. This paper shows how smart charging strategies can 1) limit the total increase in production cost from charging EVs, 2) facilitate VRE integration into the system reducing curtailment 3) affect marginal cost of electricity and 4) reduce the investment needed for grid connected storage, using an innovative approach to calculate the contribution of EVs to system reliability based on the different charging scenario. Finally, the effects of adding a constraint to represent battery degradation due to operation are analysed. This analysis is carried out using as a case study the Caribbean island of Barbados, given the expected large shares of VRE in the future, however it suggests a general framework to assess the impact of EVs in power systems with high shares of VRE. •Smart charging of EVs can facilitate integration of large shares of VRE.•Smart charging of EVs can reduce incremental generation cost and VRE curtailment.•V2G can reduce electricity and ancillary services prices.•Innovative approach to model V2G in PLEXOS.•Degradation of EV batteries when feeding into grid is key to assess V2G viability.
Rapid deployment of large shares of Variable Renewable Energy (VRE) is driving a shift in economics and operational practices in power systems around the world, creating the need for a more flexible and decentralized power system. In this context, electric vehicles (EVs) are expected to play a significant role, as they can make use of large shares of renewables in the power system to decarbonise the transportation sector. It is important to carefully plan for EV integration to make sure that they facilitate the integration of VRE and capture the potential benefits for the power system. This paper assesses the different impacts on production costs that electric vehicles could have depending on different charging profiles and considering the value added from allowing the EVs to provide energy and ancillary services to the grid. This paper shows how smart charging strategies can 1) limit the total increase in production cost from charging EVs, 2) facilitate VRE integration into the system reducing curtailment 3) affect marginal cost of electricity and 4) reduce the investment needed for grid connected storage, using an innovative approach to calculate the contribution of EVs to system reliability based on the different charging scenario. Finally, the effects of adding a constraint to represent battery degradation due to operation are analysed. This analysis is carried out using as a case study the Caribbean island of Barbados, given the expected large shares of VRE in the future, however it suggests a general framework to assess the impact of EVs in power systems with high shares of VRE.
Author Taibi, Emanuele
Fernández del Valle, Carlos
Howells, Mark
Author_xml – sequence: 1
  givenname: Emanuele
  surname: Taibi
  fullname: Taibi, Emanuele
  email: etaibi@irena.org
  organization: International Renewable Energy Agency, IITC, Robert-Schuman-Platz 3, 53175, Bonn, Germany
– sequence: 2
  givenname: Carlos
  surname: Fernández del Valle
  fullname: Fernández del Valle, Carlos
  organization: International Renewable Energy Agency, IITC, Robert-Schuman-Platz 3, 53175, Bonn, Germany
– sequence: 3
  givenname: Mark
  surname: Howells
  fullname: Howells, Mark
  organization: KTH, Royal Institute of Technology, KTH-dESA, Brinellvägen 68, SE-100 44, Stockholm, Sweden
BackLink https://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-236572$$DView record from Swedish Publication Index
BookMark eNp9kU9P3DAQxS1EpS7bfoMeLHFOsB07cXpA4m-phNQD0KvlOOOsl2AvdnZpvn2NUnHsZd5hfvM0M-8EHfvgAaFvlJSU0PpsW4KHOMwlI1SWRJa0rY_QisqmKupGimO0IlVNCsE5-4xOUtoSQoRs2xVKD1PUEwwOErYh4hRGHbH2PX5zuTifexlwweNuxiMcIOrB-QHbEf64zo1umrGN4QXDCGaKzuADbJwZIX3HjxvAlzp2ug8JG50Ap2nfz1_QJ6vHBF__6Ro93d48Xt0V979-_Ly6uC8Mp3QqakZB9ECIsRYaKlojeiKF5ExKYnvBKAcjeMV111JpNOcUKqDM1F1lbGOrNSoW3_QGu32ndtG96DiroJ26dr8vVIiDep42ilW1aFjmTxd-F8PrHtKktmEffV5RMVpRRlqZdY34QpkYUopgP3wpUe9xqK1a4lDvcSgiVY4jj50vY5AvPjiIKhkH3kDvYn6c6oP7v8Ff1C-ZHw
CitedBy_id crossref_primary_10_3390_en12071331
crossref_primary_10_1039_D1EE02206G
crossref_primary_10_1016_j_est_2023_106638
crossref_primary_10_3390_pr11051544
crossref_primary_10_3390_en13030636
crossref_primary_10_3390_en13246516
crossref_primary_10_1016_j_enconman_2020_112526
crossref_primary_10_1109_ACCESS_2021_3111001
crossref_primary_10_3390_en16104129
crossref_primary_10_3390_su14094965
crossref_primary_10_1016_j_enconman_2021_113996
crossref_primary_10_1016_j_est_2024_111864
crossref_primary_10_1016_j_eswa_2019_02_003
crossref_primary_10_3390_en16073118
crossref_primary_10_2139_ssrn_4184471
crossref_primary_10_2139_ssrn_4063614
crossref_primary_10_1016_j_trd_2024_104124
crossref_primary_10_1016_j_energy_2019_116777
crossref_primary_10_1016_j_energy_2022_124102
crossref_primary_10_3390_en16020825
crossref_primary_10_3390_su12020668
crossref_primary_10_1109_ACCESS_2021_3075072
crossref_primary_10_3390_en17112453
crossref_primary_10_1109_TIA_2021_3106573
crossref_primary_10_3390_en16031275
crossref_primary_10_1016_j_energy_2024_131635
crossref_primary_10_1016_j_energy_2019_116419
crossref_primary_10_1016_j_ijepes_2024_109935
crossref_primary_10_1016_j_energy_2020_117406
crossref_primary_10_3390_en17051059
crossref_primary_10_1007_s10973_020_09673_0
crossref_primary_10_1016_j_rser_2021_111625
crossref_primary_10_1016_j_jup_2021_101179
crossref_primary_10_1109_TSTE_2021_3090463
crossref_primary_10_1002_est2_50
crossref_primary_10_1016_j_rser_2020_110183
crossref_primary_10_1016_j_est_2021_102746
Cites_doi 10.1002/we.410
10.1016/j.jpowsour.2017.05.015
10.1016/j.epsr.2014.11.030
10.1016/j.energy.2017.04.116
10.18356/b19523c6-en
10.1002/er.3762
10.1016/j.tej.2004.10.006
10.1016/j.enpol.2008.06.007
10.1049/iet-gtd.2013.0624
10.1109/TSTE.2011.2158123
ContentType Journal Article
Copyright 2018 Elsevier Ltd
Copyright Elsevier BV Dec 1, 2018
Copyright_xml – notice: 2018 Elsevier Ltd
– notice: Copyright Elsevier BV Dec 1, 2018
DBID AAYXX
CITATION
7SP
7ST
7TB
8FD
C1K
F28
FR3
KR7
L7M
SOI
ADTPV
AOWAS
D8V
DOI 10.1016/j.energy.2018.08.196
DatabaseName CrossRef
Electronics & Communications Abstracts
Environment Abstracts
Mechanical & Transportation Engineering Abstracts
Technology Research Database
Environmental Sciences and Pollution Management
ANTE: Abstracts in New Technology & Engineering
Engineering Research Database
Civil Engineering Abstracts
Advanced Technologies Database with Aerospace
Environment Abstracts
SwePub
SwePub Articles
SWEPUB Kungliga Tekniska Högskolan
DatabaseTitle CrossRef
Civil Engineering Abstracts
Technology Research Database
Mechanical & Transportation Engineering Abstracts
Electronics & Communications Abstracts
Engineering Research Database
Environment Abstracts
Advanced Technologies Database with Aerospace
ANTE: Abstracts in New Technology & Engineering
Environmental Sciences and Pollution Management
DatabaseTitleList

Civil Engineering Abstracts
DeliveryMethod fulltext_linktorsrc
Discipline Economics
Environmental Sciences
EISSN 1873-6785
EndPage 78
ExternalDocumentID oai_DiVA_org_kth_236572
10_1016_j_energy_2018_08_196
S0360544218317328
GeographicLocations Barbados
GeographicLocations_xml – name: Barbados
GroupedDBID --K
--M
.DC
.~1
0R~
1B1
1RT
1~.
1~5
4.4
457
4G.
5GY
5VS
7-5
71M
8P~
9JN
AABNK
AACTN
AAEDT
AAEDW
AAHCO
AAIAV
AAIKC
AAIKJ
AAKOC
AALRI
AAMNW
AAOAW
AAQFI
AARJD
AAXUO
ABJNI
ABMAC
ABYKQ
ACDAQ
ACGFS
ACIWK
ACRLP
ADBBV
ADEZE
AEBSH
AEKER
AENEX
AFKWA
AFRAH
AFTJW
AGHFR
AGUBO
AGYEJ
AHIDL
AIEXJ
AIKHN
AITUG
AJOXV
ALMA_UNASSIGNED_HOLDINGS
AMFUW
AMRAJ
AXJTR
BELTK
BKOJK
BLXMC
CS3
DU5
EBS
EFJIC
EFLBG
EJD
EO8
EO9
EP2
EP3
FDB
FIRID
FNPLU
FYGXN
G-Q
GBLVA
IHE
J1W
JARJE
KOM
LY6
M41
MO0
N9A
O-L
O9-
OAUVE
OZT
P-8
P-9
P2P
PC.
Q38
RIG
RNS
ROL
RPZ
SDF
SDG
SES
SPC
SPCBC
SSR
SSZ
T5K
TN5
XPP
ZMT
~02
~G-
29G
6TJ
AAHBH
AAQXK
AAXKI
AAYXX
ABFNM
ABXDB
ADMUD
AFJKZ
AHHHB
AKRWK
ASPBG
AVWKF
AZFZN
CITATION
FEDTE
FGOYB
G-2
G8K
HVGLF
HZ~
R2-
SAC
SEW
WUQ
7SP
7ST
7TB
8FD
C1K
F28
FR3
KR7
L7M
SOI
ADTPV
AOWAS
D8V
ID FETCH-LOGICAL-c411t-621e5de00cffe7159c5d085842880fd5214ec5434ab918ca441e3e12c6b3cf7f3
IEDL.DBID AIKHN
ISSN 0360-5442
1873-6785
IngestDate Tue Oct 01 22:27:42 EDT 2024
Fri Sep 13 03:41:49 EDT 2024
Thu Sep 26 19:02:28 EDT 2024
Fri Feb 23 02:46:24 EST 2024
IsPeerReviewed true
IsScholarly true
Keywords PLEXOS
Variable renewable energy integration electric vehicles
Vehicle-to-grid
Isolated power systems
Production cost modelling
Language English
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c411t-621e5de00cffe7159c5d085842880fd5214ec5434ab918ca441e3e12c6b3cf7f3
PQID 2131209821
PQPubID 2045484
PageCount 14
ParticipantIDs swepub_primary_oai_DiVA_org_kth_236572
proquest_journals_2131209821
crossref_primary_10_1016_j_energy_2018_08_196
elsevier_sciencedirect_doi_10_1016_j_energy_2018_08_196
PublicationCentury 2000
PublicationDate 2018-12-01
PublicationDateYYYYMMDD 2018-12-01
PublicationDate_xml – month: 12
  year: 2018
  text: 2018-12-01
  day: 01
PublicationDecade 2010
PublicationPlace Oxford
PublicationPlace_xml – name: Oxford
PublicationTitle Energy (Oxford)
PublicationYear 2018
Publisher Elsevier Ltd
Elsevier BV
Publisher_xml – name: Elsevier Ltd
– name: Elsevier BV
References Ortega-Vazquez, Kintner-Meyer (bib13) 2015
Chang, Erstad, Lin, Rice, Tsao (bib37) 2012
IRENA (bib4) 2017
BLPC (bib18) 2015
Darabi, Ferdowsi (bib9) 2011; 2
Uddin, Jackson, Widanage, Chouchelamane, Jennings, Marco (bib26) 15 August 2017; 133
Holttinen, Meibom, Orths, Lange, O'Malley, Tande, Smith (bib2) 2011; 14
Ortega-Vazquez (bib24) 2014; 8
Kadurek, Ioakimidis, Ferrao (bib10) 2009, March
Gopal, Witt, Abhyankar, Sheppard, Harris (bib15) 2015
BLPC (bib19) 2014
Rocky Mountain Institute (bib29) 2014
IRENA Costing (bib6) 2014
Lew, Bird, Milligan, Speer, Wang, Carlini, Orths (bib32) 2013, September
IEA (bib28) 2015
Veiga, Rodilla, Herrero, Batlle (bib3) 2015; 121
IEA (bib8) 2016
Perez-Arriaga, Batlle (bib1) 2012; 1
IRENA & IEA/OECD (bib7) 2017
NREL (bib17) 2015
Kahn (bib35) 2004; 17
Armenia, Baldoni, Falsini, Taibi (bib21) 2010, July
United Nations Statistics Division (bib16) 2016
United Nations Framework Convention on Climate Change (bib5) 2015
Chukwu, Mahajan (bib12) 2011, July
IRENA (bib14) 2016
PG&E & BMW (bib31) 2016
Kabir, Demirocak (bib23) 2017; 41
(bib34) 2016, 11th November
Beeksma (bib30) 2017
EASAC (bib27) 2017
Ofgem (bib33) 2017
Lund, Kempton (bib11) 2008; 36
Dubarry, Devie, McKenzie (bib25) 2017; 358
Kempton, Dhanju (bib22) 2006; 2
IRENA (bib36) 2017
United Nations (bib20) 2017
IRENA & IEA/OECD (10.1016/j.energy.2018.08.196_bib7) 2017
Gopal (10.1016/j.energy.2018.08.196_bib15) 2015
NREL (10.1016/j.energy.2018.08.196_bib17) 2015
Dubarry (10.1016/j.energy.2018.08.196_bib25) 2017; 358
Beeksma (10.1016/j.energy.2018.08.196_bib30) 2017
Armenia (10.1016/j.energy.2018.08.196_bib21) 2010
Chukwu (10.1016/j.energy.2018.08.196_bib12) 2011
BLPC (10.1016/j.energy.2018.08.196_bib19) 2014
EASAC (10.1016/j.energy.2018.08.196_bib27) 2017
Kadurek (10.1016/j.energy.2018.08.196_bib10) 2009
Kahn (10.1016/j.energy.2018.08.196_bib35) 2004; 17
IRENA Costing (10.1016/j.energy.2018.08.196_bib6) 2014
United Nations (10.1016/j.energy.2018.08.196_bib20) 2017
Uddin (10.1016/j.energy.2018.08.196_bib26) 2017; 133
Lew (10.1016/j.energy.2018.08.196_bib32) 2013
Darabi (10.1016/j.energy.2018.08.196_bib9) 2011; 2
Lund (10.1016/j.energy.2018.08.196_bib11) 2008; 36
IRENA (10.1016/j.energy.2018.08.196_bib36) 2017
Holttinen (10.1016/j.energy.2018.08.196_bib2) 2011; 14
Ortega-Vazquez (10.1016/j.energy.2018.08.196_bib13) 2015
IRENA (10.1016/j.energy.2018.08.196_bib14) 2016
PG&E & BMW (10.1016/j.energy.2018.08.196_bib31) 2016
BLPC (10.1016/j.energy.2018.08.196_bib18) 2015
IRENA (10.1016/j.energy.2018.08.196_bib4) 2017
United Nations Framework Convention on Climate Change (10.1016/j.energy.2018.08.196_bib5) 2015
IEA (10.1016/j.energy.2018.08.196_bib28) 2015
Veiga (10.1016/j.energy.2018.08.196_bib3) 2015; 121
Kempton (10.1016/j.energy.2018.08.196_bib22) 2006; 2
Chang (10.1016/j.energy.2018.08.196_bib37) 2012
Ofgem (10.1016/j.energy.2018.08.196_bib33) 2017
IEA (10.1016/j.energy.2018.08.196_bib8) 2016
United Nations Statistics Division (10.1016/j.energy.2018.08.196_bib16) 2016
Rocky Mountain Institute (10.1016/j.energy.2018.08.196_bib29) 2014
Perez-Arriaga (10.1016/j.energy.2018.08.196_bib1) 2012; 1
Kabir (10.1016/j.energy.2018.08.196_bib23) 2017; 41
Ortega-Vazquez (10.1016/j.energy.2018.08.196_bib24) 2014; 8
(10.1016/j.energy.2018.08.196_bib34) 2016
References_xml – volume: 41
  year: 2017
  ident: bib23
  article-title: Degradation mechanisms in Li-ion batteries: a state-of-the-art review
  publication-title: Int J Energy Res
  contributor:
    fullname: Demirocak
– year: 2016
  ident: bib8
  article-title: Transport
  contributor:
    fullname: IEA
– year: 2016
  ident: bib14
  article-title: National energy roadmaps for islands
  contributor:
    fullname: IRENA
– volume: 2
  start-page: 501
  year: 2011
  end-page: 508
  ident: bib9
  article-title: Aggregated impact of plug-in hybrid electric vehicles on electricity demand profile
  publication-title: IEEE Transact Sustain Energy
  contributor:
    fullname: Ferdowsi
– year: 2013, September
  ident: bib32
  article-title: Wind and solar curtailment
  publication-title: International workshop on large-scale integration of wind power into power systems
  contributor:
    fullname: Orths
– volume: 1
  year: 2012
  ident: bib1
  article-title: Impacts of intermittent renewables on electricity generation system operation
  publication-title: Econ Energy Environ Pol
  contributor:
    fullname: Batlle
– volume: 121
  start-page: 134
  year: 2015
  end-page: 144
  ident: bib3
  article-title: Intermittent RES-E, cycling and spot prices: the role of pricing rules
  publication-title: Elec Power Syst Res
  contributor:
    fullname: Batlle
– year: 2014
  ident: bib19
  article-title: 2012 integrated resource plan
  contributor:
    fullname: BLPC
– year: 2017
  ident: bib33
  article-title: Pay-as-bid or pay-as-clear pricing for energy balancing services in the Balancing Mechanism
  contributor:
    fullname: Ofgem
– volume: 8
  start-page: 1007
  year: 2014
  end-page: 1016
  ident: bib24
  article-title: Optimal scheduling of electric vehicle charging and vehicle-to-grid services at household level including battery degradation and price uncertainty
  publication-title: IET Gener, Transm Distrib
  contributor:
    fullname: Ortega-Vazquez
– year: 2017
  ident: bib30
  article-title: SolarMiles
  contributor:
    fullname: Beeksma
– year: 2012
  ident: bib37
  article-title: Financial viability of non-residential electric vehicle charging stations. Luskin center of innovation
  contributor:
    fullname: Tsao
– volume: 133
  year: 15 August 2017
  ident: bib26
  article-title: On the possibility of extending the lifetime of lithium-ion batteries through optimal V2G facilitated by an integrated vehicle and smart-grid system
  publication-title: Energy
  contributor:
    fullname: Marco
– year: 2014
  ident: bib29
  article-title: Pulling back the veil on EV charging station costs
  contributor:
    fullname: Rocky Mountain Institute
– year: 2015
  ident: bib15
  article-title: Battery electric vehicles can reduce greenhouse gas emissions and make renewable energy cheaper in India (No. LBNL--184562)
  contributor:
    fullname: Harris
– volume: 17
  start-page: 85
  year: 2004
  end-page: 95
  ident: bib35
  article-title: Effective load carrying capability of wind generation: initial results with public data
  publication-title: Electr J
  contributor:
    fullname: Kahn
– year: 2014
  ident: bib6
  article-title: Renewable energy costs, technologies and markets website
  contributor:
    fullname: IRENA Costing
– year: 2017
  ident: bib20
  article-title: Department of economics and social affairs
  publication-title: World population prospects: the 2017 revision
  contributor:
    fullname: United Nations
– year: 2015
  ident: bib28
  article-title: World energy outlook
  contributor:
    fullname: IEA
– year: 2017
  ident: bib4
  article-title: Adapting market designs to high shares of variable renewable energy
  contributor:
    fullname: IRENA
– volume: 14
  start-page: 179
  year: 2011
  end-page: 192
  ident: bib2
  article-title: Impacts of large amounts of wind power on design and operation of power systems, results of IEA collaboration
  publication-title: Wind Energy
  contributor:
    fullname: Smith
– year: 2017
  ident: bib7
  article-title: Perspectives for the energy transition – investment needs for a low-carbon energy system. Executive Summary and Chapters 1 and 4
  contributor:
    fullname: IRENA & IEA/OECD
– year: 2015
  ident: bib13
  article-title: Electric vehicles and the electric grid. Handbook of clean energy systems
  contributor:
    fullname: Kintner-Meyer
– volume: 358
  start-page: 39
  year: 2017
  end-page: 49
  ident: bib25
  article-title: Durability and reliability of electric vehicle batteries under electric utility grid operations: bidirectional charging impact analysis
  publication-title: J Power Sources
  contributor:
    fullname: McKenzie
– volume: 36
  start-page: 3578
  year: 2008
  end-page: 3587
  ident: bib11
  article-title: Integration of renewable energy into the transport and electricity sectors through V2G
  publication-title: Energy Pol
  contributor:
    fullname: Kempton
– start-page: 49
  year: 2009, March
  end-page: 54
  ident: bib10
  article-title: Electric vehicles and their impact to the electric grid in isolated systems
  publication-title: Power engineering, energy and electrical drives, 2009. POWERENG'09. International conference on
  contributor:
    fullname: Ferrao
– year: 2016, 11th November
  ident: bib34
  publication-title: Government's vision: 100% renewable energy island
– year: 2010, July
  ident: bib21
  article-title: A system dynamics energy model for a sustainable transportation system
  publication-title: 28th international conference of the system dynamics society
  contributor:
    fullname: Taibi
– year: 2017
  ident: bib27
  article-title: Valuing dedicated storage in electricity grids
  contributor:
    fullname: EASAC
– start-page: 1
  year: 2011, July
  end-page: 8
  ident: bib12
  article-title: V2G electric power capacity estimation and ancillary service market evaluation
  publication-title: Power and energy society general meeting, 2011
  contributor:
    fullname: Mahajan
– year: 2015
  ident: bib5
  article-title: Adoption of the Paris agreement
  publication-title: 21st conference of the parties: United Nations
  contributor:
    fullname: United Nations Framework Convention on Climate Change
– year: 2017
  ident: bib36
  article-title: Electricity storage and renewables: costs and markets to 2030
  contributor:
    fullname: IRENA
– year: 2015
  ident: bib18
  article-title: Executive summary report - Barbados wind and solar integration study
  contributor:
    fullname: BLPC
– volume: 2
  start-page: 18
  year: 2006
  ident: bib22
  article-title: Electric vehicles with V2G
  publication-title: Windtech Int
  contributor:
    fullname: Dhanju
– year: 2015
  ident: bib17
  article-title: Energy transition initiative: island energy snapshot – Barbados
  contributor:
    fullname: NREL
– year: 2016
  ident: bib16
  article-title: World statistics pocketbook
  contributor:
    fullname: United Nations Statistics Division
– year: 2016
  ident: bib31
  article-title: BMWi ChargeForward: PG&E's electric vehicle smart charging pilot
  contributor:
    fullname: PG&E & BMW
– volume: 1
  issue: 2
  year: 2012
  ident: 10.1016/j.energy.2018.08.196_bib1
  article-title: Impacts of intermittent renewables on electricity generation system operation
  publication-title: Econ Energy Environ Pol
  contributor:
    fullname: Perez-Arriaga
– volume: 14
  start-page: 179
  issue: 2
  year: 2011
  ident: 10.1016/j.energy.2018.08.196_bib2
  article-title: Impacts of large amounts of wind power on design and operation of power systems, results of IEA collaboration
  publication-title: Wind Energy
  doi: 10.1002/we.410
  contributor:
    fullname: Holttinen
– year: 2017
  ident: 10.1016/j.energy.2018.08.196_bib33
  contributor:
    fullname: Ofgem
– year: 2010
  ident: 10.1016/j.energy.2018.08.196_bib21
  article-title: A system dynamics energy model for a sustainable transportation system
  contributor:
    fullname: Armenia
– volume: 358
  start-page: 39
  year: 2017
  ident: 10.1016/j.energy.2018.08.196_bib25
  article-title: Durability and reliability of electric vehicle batteries under electric utility grid operations: bidirectional charging impact analysis
  publication-title: J Power Sources
  doi: 10.1016/j.jpowsour.2017.05.015
  contributor:
    fullname: Dubarry
– volume: 121
  start-page: 134
  year: 2015
  ident: 10.1016/j.energy.2018.08.196_bib3
  article-title: Intermittent RES-E, cycling and spot prices: the role of pricing rules
  publication-title: Elec Power Syst Res
  doi: 10.1016/j.epsr.2014.11.030
  contributor:
    fullname: Veiga
– year: 2014
  ident: 10.1016/j.energy.2018.08.196_bib19
  contributor:
    fullname: BLPC
– volume: 133
  year: 2017
  ident: 10.1016/j.energy.2018.08.196_bib26
  article-title: On the possibility of extending the lifetime of lithium-ion batteries through optimal V2G facilitated by an integrated vehicle and smart-grid system
  publication-title: Energy
  doi: 10.1016/j.energy.2017.04.116
  contributor:
    fullname: Uddin
– year: 2017
  ident: 10.1016/j.energy.2018.08.196_bib20
  article-title: Department of economics and social affairs
  doi: 10.18356/b19523c6-en
  contributor:
    fullname: United Nations
– start-page: 49
  year: 2009
  ident: 10.1016/j.energy.2018.08.196_bib10
  article-title: Electric vehicles and their impact to the electric grid in isolated systems
  contributor:
    fullname: Kadurek
– year: 2015
  ident: 10.1016/j.energy.2018.08.196_bib18
  contributor:
    fullname: BLPC
– start-page: 1
  year: 2011
  ident: 10.1016/j.energy.2018.08.196_bib12
  article-title: V2G electric power capacity estimation and ancillary service market evaluation
  contributor:
    fullname: Chukwu
– year: 2017
  ident: 10.1016/j.energy.2018.08.196_bib7
  contributor:
    fullname: IRENA & IEA/OECD
– volume: 2
  start-page: 18
  issue: 2
  year: 2006
  ident: 10.1016/j.energy.2018.08.196_bib22
  article-title: Electric vehicles with V2G
  publication-title: Windtech Int
  contributor:
    fullname: Kempton
– volume: 41
  issue: 14
  year: 2017
  ident: 10.1016/j.energy.2018.08.196_bib23
  article-title: Degradation mechanisms in Li-ion batteries: a state-of-the-art review
  publication-title: Int J Energy Res
  doi: 10.1002/er.3762
  contributor:
    fullname: Kabir
– volume: 17
  start-page: 85
  issue: 10
  year: 2004
  ident: 10.1016/j.energy.2018.08.196_bib35
  article-title: Effective load carrying capability of wind generation: initial results with public data
  publication-title: Electr J
  doi: 10.1016/j.tej.2004.10.006
  contributor:
    fullname: Kahn
– volume: 36
  start-page: 3578
  issue: 9
  year: 2008
  ident: 10.1016/j.energy.2018.08.196_bib11
  article-title: Integration of renewable energy into the transport and electricity sectors through V2G
  publication-title: Energy Pol
  doi: 10.1016/j.enpol.2008.06.007
  contributor:
    fullname: Lund
– year: 2014
  ident: 10.1016/j.energy.2018.08.196_bib29
  contributor:
    fullname: Rocky Mountain Institute
– year: 2016
  ident: 10.1016/j.energy.2018.08.196_bib31
  contributor:
    fullname: PG&E & BMW
– year: 2016
  ident: 10.1016/j.energy.2018.08.196_bib14
  contributor:
    fullname: IRENA
– volume: 8
  start-page: 1007
  issue: 6
  year: 2014
  ident: 10.1016/j.energy.2018.08.196_bib24
  article-title: Optimal scheduling of electric vehicle charging and vehicle-to-grid services at household level including battery degradation and price uncertainty
  publication-title: IET Gener, Transm Distrib
  doi: 10.1049/iet-gtd.2013.0624
  contributor:
    fullname: Ortega-Vazquez
– year: 2017
  ident: 10.1016/j.energy.2018.08.196_bib30
  contributor:
    fullname: Beeksma
– year: 2015
  ident: 10.1016/j.energy.2018.08.196_bib17
  contributor:
    fullname: NREL
– year: 2015
  ident: 10.1016/j.energy.2018.08.196_bib28
  contributor:
    fullname: IEA
– year: 2016
  ident: 10.1016/j.energy.2018.08.196_bib16
  contributor:
    fullname: United Nations Statistics Division
– year: 2015
  ident: 10.1016/j.energy.2018.08.196_bib15
  contributor:
    fullname: Gopal
– year: 2016
  ident: 10.1016/j.energy.2018.08.196_bib8
  contributor:
    fullname: IEA
– year: 2016
  ident: 10.1016/j.energy.2018.08.196_bib34
– year: 2017
  ident: 10.1016/j.energy.2018.08.196_bib36
  contributor:
    fullname: IRENA
– year: 2015
  ident: 10.1016/j.energy.2018.08.196_bib5
  article-title: Adoption of the Paris agreement
  contributor:
    fullname: United Nations Framework Convention on Climate Change
– year: 2015
  ident: 10.1016/j.energy.2018.08.196_bib13
  contributor:
    fullname: Ortega-Vazquez
– year: 2017
  ident: 10.1016/j.energy.2018.08.196_bib27
  contributor:
    fullname: EASAC
– year: 2012
  ident: 10.1016/j.energy.2018.08.196_bib37
  contributor:
    fullname: Chang
– year: 2017
  ident: 10.1016/j.energy.2018.08.196_bib4
  contributor:
    fullname: IRENA
– year: 2013
  ident: 10.1016/j.energy.2018.08.196_bib32
  article-title: Wind and solar curtailment
  contributor:
    fullname: Lew
– volume: 2
  start-page: 501
  issue: 4
  year: 2011
  ident: 10.1016/j.energy.2018.08.196_bib9
  article-title: Aggregated impact of plug-in hybrid electric vehicles on electricity demand profile
  publication-title: IEEE Transact Sustain Energy
  doi: 10.1109/TSTE.2011.2158123
  contributor:
    fullname: Darabi
– year: 2014
  ident: 10.1016/j.energy.2018.08.196_bib6
  contributor:
    fullname: IRENA Costing
SSID ssj0005899
Score 2.4800916
Snippet Rapid deployment of large shares of Variable Renewable Energy (VRE) is driving a shift in economics and operational practices in power systems around the...
SourceID swepub
proquest
crossref
elsevier
SourceType Open Access Repository
Aggregation Database
Publisher
StartPage 65
SubjectTerms alternative energy
Ancillary services
Barbados
Batteries
Case studies
Charging
Charging (batteries)
cost analysis
Costs
degradation
Economics
Electric automobiles
Electric power systems
Electric power transmission networks
electric vehicle
Electric vehicles
Electric Vehicles (EVs)
Electricity pricing
Energy efficiency
Industrial engineering
innovation
Innovative approaches
Integration
investment
Investments
Isolated power system
Isolated power systems
Manufacturing engineering
Mathematical models
Operational practices
PLEXOS
Production cost
Production cost modelling
Production costs
Renewable energy
Renewable energy resources
smart grid
Solar energy
solar power
strategic approach
System reliability
Transportation
Transportation sector
Variable renewable energies
Variable renewable energy integration electric vehicles
Vehicle-to-grid
Wind power
Title Strategies for solar and wind integration by leveraging flexibility from electric vehicles: The Barbados case study
URI https://dx.doi.org/10.1016/j.energy.2018.08.196
https://www.proquest.com/docview/2131209821/abstract/
https://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-236572
Volume 164
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1LT9wwEB7BcmgvVaFF3RaQD1VvZuPEeWxvKx7agsqlBXGzYntSFtAuIttWXPrbO-PEPKRKSD0msiXLM575nMz3DcDHpHG5sy6Xuq681GPlpc1ULkvlU-8rV6PnTwNfT4rpqT46z89XYC9yYbisso_9XUwP0bp_M-p3c3Qzm42-UewlvKE5xyuWnFmFNUpHWg9gbfLleHryUOlRhTaSPF7yhMigC2VeGCh2XONVsZanYvX-f2eoxwj0sapoyESHr-FVDyHFpFvlOqzgfANeRIZxuwGbBw_sNRrYH9_2DbRRixZbQWBVtHyvFfXci990NRdROoJMJeyduEZy89DESDQsmxnKaO8EE1JE1z1n5sQvvAiFdZ8FOZwIfy_8ohWOkqMI0rVv4fTw4PveVPZdF6TTSi1lkSrMPSaJaxosCe243BMuq-ieUiWNp3Sv0TEhtbZjRcYkPIUZqtQVNnNN2WSbMJgv5vgOhEfClzS0qGurPbpxYnVdYzq2FjEp_RBk3Glz04lrmFh1dmk6yxi2jEkqQ5YZQhnNYZ44iaH4_8zMrWg90x_S1qQqY-ZwlaohfOoser8MVt3en51NzOL2h7laXpg0K_Iyff_fK_gAL_mpq4TZgsHy9iduE55Z2h1Y3f2jdnqv_Qv9bvkR
link.rule.ids 230,315,786,790,891,4521,24144,27957,27958,45620,45714
linkProvider Elsevier
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1NT9wwEB3R5UAvVUuLugVaH6rerI0T52O5rShoKbCXQsXNiu1JWVrtIrK04t8z48RApUqVek1syfKMZ56TeW8APiaNy511udR15aUeKy9tpnJZKp96X7kaPX8aOJ0V03P95SK_WIP9yIXhsso-9ncxPUTr_smo383R9Xw--kqxl_CG5hyvWHLmGazrvFR6AOuTo-Pp7LHSowptJHm85AmRQRfKvDBQ7LjGq2ItT8Xq_X_PUE8R6FNV0ZCJDl_Cix5Cikm3ylewhotN2IgM43YTtg4e2Ws0sD--7WtooxYttoLAqmj5XivqhRe_6WouonQEmUrYO_ETyc1DEyPRsGxmKKO9E0xIEV33nLkTv_AyFNbtCXI4Ef5e-GUrHCVHEaRr38D54cHZ_lT2XRek00qtZJEqzD0miWsaLAntuNwTLqvonlIljad0r9ExIbW2Y0XGJDyFGarUFTZzTdlkWzBYLBf4FoRHwpc0tKhrqz26cWJ1XWM6thYxKf0QZNxpc92Ja5hYdXZlOssYtoxJKkOWGUIZzWH-cBJD8f8fM3ei9Ux_SFuTqoyZw1WqhvCps-jDMlh1-_P828Qsb76bH6tLk2ZFXqbv_nsFH2BjenZ6Yk6OZsfb8JzfdFUxOzBY3dziLmGblX3f--49_b_7Aw
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Strategies+for+solar+and+wind+integration+by+leveraging+flexibility+from+electric+vehicles&rft.jtitle=Energy+%28Oxford%29&rft.au=Taibi%2C+E.&rft.au=Fern%C3%A1ndez+del+Valle%2C+C.&rft.au=Howells%2C+Mark+I.&rft.date=2018-12-01&rft.issn=0360-5442&rft.volume=164&rft.spage=65&rft_id=info:doi/10.1016%2Fj.energy.2018.08.196&rft.externalDocID=oai_DiVA_org_kth_236572
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0360-5442&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0360-5442&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0360-5442&client=summon