Adaptive Electric Vehicle Charging Coordination on Distribution Network
Electric vehicles (EVs) with large battery charging demands may cause detrimental impact on distribution grid stability without EV charging coordination. This paper proposes an on-line adaptive EV charing scheduling (OACS) framework to optimize EV charging schedules and reduce flow limit, voltage ma...
Saved in:
Published in | IEEE transactions on smart grid Vol. 5; no. 6; pp. 2666 - 2675 |
---|---|
Main Authors | , , |
Format | Journal Article |
Language | English |
Published |
Piscataway
IEEE
01.11.2014
The Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
Subjects | |
Online Access | Get full text |
Cover
Loading…
Abstract | Electric vehicles (EVs) with large battery charging demands may cause detrimental impact on distribution grid stability without EV charging coordination. This paper proposes an on-line adaptive EV charing scheduling (OACS) framework to optimize EV charging schedules and reduce flow limit, voltage magnitude limit, 3-phase voltage imbalance limit, and transformer capacity violations. EV user convenience is considered and EV charging cost is optimized. DC power flow based optimizations is proposed for EV charging scheduling approximation and parallel ac power flow verification is used to verify the scheduling results. Incremental feasibility improvement procedure is further proposed to correct the scheduling discrepancy between dc linear model and the ac model. Experiments are performed on a modified IEEE 34 14.7 kV distribution system with different EV penetration levels to demonstrate performance comparisons between different scheduling schemes. The result shows that our proposed OACS framework optimizes the EV charging coordination problem efficiently. |
---|---|
AbstractList | Electric vehicles (EVs) with large battery charging demands may cause detrimental impact on distribution grid stability without EV charging coordination. This paper proposes an on-line adaptive EV charing scheduling (OACS) framework to optimize EV charging schedules and reduce flow limit, voltage magnitude limit, 3-phase voltage imbalance limit, and transformer capacity violations. EV user convenience is considered and EV charging cost is optimized. DC power flow based optimizations is proposed for EV charging scheduling approximation and parallel ac power flow verification is used to verify the scheduling results. Incremental feasibility improvement procedure is further proposed to correct the scheduling discrepancy between dc linear model and the ac model. Experiments are performed on a modified IEEE 34 14.7 kV distribution system with different EV penetration levels to demonstrate performance comparisons between different scheduling schemes. The result shows that our proposed OACS framework optimizes the EV charging coordination problem efficiently. |
Author | Lunci Hua Chi Zhou Jia Wang |
Author_xml | – sequence: 1 fullname: Lunci Hua – sequence: 2 givenname: Jia surname: Wang fullname: Wang, Jia – sequence: 3 givenname: Chi surname: Zhou fullname: Zhou, Chi |
BookMark | eNp9kE1LAzEQhoNUsNbeBS8LnlvztZvNsay1CkUPVq8hm51tU9dNzaaK_960lR48OAzMDDzvTPKeo17rWkDokuAxIVjeLJ5nY4oJH1PGsoyyE9QnkssRwxnpHfuUnaFh161xDBZBKvtoNqn0JthPSKYNmOCtSV5hZU0DSbHSfmnbZVI45yvb6mBdm8S8tV0Ey-1-foTw5fzbBTqtddPB8LcO0MvddFHcj-ZPs4diMh8ZRnkYlTURUudlig0lecrSkgpdcwlQcciqWoPJRcV1VRJMJWe0FiYHoRnnODVCsAG6PuzdePexhS6otdv6Np5URKTxnzLFMlLZgTLedZ2HWhkb9u8PXttGEax2vqnom9r5pn59i0L8R7jx9l377_8kVweJBYAjnuUZy3LMfgBo5Hn_ |
CODEN | ITSGBQ |
CitedBy_id | crossref_primary_10_1016_j_egyr_2021_10_058 crossref_primary_10_3390_app10155125 crossref_primary_10_3390_en13153921 crossref_primary_10_1109_ACCESS_2021_3122455 crossref_primary_10_1016_j_apenergy_2022_119846 crossref_primary_10_1109_ACCESS_2020_3040056 crossref_primary_10_3390_wevj11020043 crossref_primary_10_1080_15567036_2024_2389226 crossref_primary_10_1088_1742_6596_2849_1_012077 crossref_primary_10_1109_TSG_2016_2647620 crossref_primary_10_1016_j_apenergy_2016_05_034 crossref_primary_10_1016_j_energy_2019_116807 crossref_primary_10_1109_TPWRS_2017_2727323 crossref_primary_10_1016_j_egypro_2018_11_223 crossref_primary_10_1109_TTE_2019_2946063 crossref_primary_10_3390_batteries9020121 crossref_primary_10_3390_e27030303 crossref_primary_10_1002_2050_7038_12890 crossref_primary_10_1016_j_ijhydene_2017_01_208 crossref_primary_10_1016_j_etran_2022_100182 crossref_primary_10_1049_oap_cired_2021_0097 crossref_primary_10_1016_j_epsr_2016_09_018 crossref_primary_10_17694_bajece_1503781 crossref_primary_10_1016_j_ijepes_2024_110209 crossref_primary_10_1007_s11708_019_0648_5 crossref_primary_10_3390_wevj12010011 crossref_primary_10_1016_j_apenergy_2023_121939 crossref_primary_10_1016_j_energy_2016_07_125 crossref_primary_10_1109_TSG_2017_2748970 crossref_primary_10_3390_su13168863 crossref_primary_10_1109_ACCESS_2019_2925559 crossref_primary_10_3390_app6020053 crossref_primary_10_1109_ACCESS_2019_2893773 crossref_primary_10_1016_j_egypro_2017_07_125 crossref_primary_10_1016_j_etran_2022_100209 crossref_primary_10_1080_03772063_2023_2187891 crossref_primary_10_1109_TNSE_2023_3238110 crossref_primary_10_1109_TIA_2020_3017563 crossref_primary_10_1109_ACCESS_2021_3108817 crossref_primary_10_1109_TSG_2015_2424912 crossref_primary_10_1080_01441647_2023_2217519 crossref_primary_10_1016_j_rser_2019_109618 crossref_primary_10_1109_JSYST_2018_2880864 crossref_primary_10_3390_vehicles4040056 crossref_primary_10_1109_ACCESS_2020_3028097 crossref_primary_10_1049_els2_12010 crossref_primary_10_1515_ijeeps_2018_0104 crossref_primary_10_1109_TVT_2016_2591559 crossref_primary_10_1109_COMST_2020_2982118 crossref_primary_10_1109_ACCESS_2019_2939595 crossref_primary_10_1109_ACCESS_2019_2943295 crossref_primary_10_1007_s11036_019_01380_x crossref_primary_10_1016_j_epsr_2024_111395 crossref_primary_10_1109_TVT_2021_3096459 crossref_primary_10_3390_en14061614 crossref_primary_10_1109_JSYST_2020_3002769 crossref_primary_10_1016_j_egyr_2023_10_075 crossref_primary_10_1109_JESTPE_2017_2690219 crossref_primary_10_1007_s13369_024_09782_0 crossref_primary_10_1109_TII_2022_3152218 crossref_primary_10_1109_JSYST_2021_3104185 crossref_primary_10_3390_electronics9010139 crossref_primary_10_1080_01430750_2017_1423382 crossref_primary_10_3390_en12091630 crossref_primary_10_1016_j_ijepes_2023_109147 crossref_primary_10_1016_j_etran_2022_100163 crossref_primary_10_1109_TPWRS_2015_2468062 crossref_primary_10_1016_j_jclepro_2023_139145 crossref_primary_10_1109_TSG_2019_2913587 crossref_primary_10_1109_TSG_2015_2436901 crossref_primary_10_1002_ente_201900191 crossref_primary_10_1007_s13369_022_07379_z crossref_primary_10_1109_TSG_2016_2618219 crossref_primary_10_1109_TVT_2024_3434969 crossref_primary_10_1016_j_epsr_2019_04_018 crossref_primary_10_1109_TTE_2023_3348490 crossref_primary_10_1016_j_rser_2017_01_089 crossref_primary_10_1049_iet_pel_2017_0172 crossref_primary_10_1109_TIV_2018_2843126 crossref_primary_10_1016_j_epsr_2016_12_016 crossref_primary_10_1109_TIA_2023_3279058 crossref_primary_10_1016_j_jii_2024_100561 crossref_primary_10_1109_TVT_2017_2668443 |
Cites_doi | 10.1109/TPWRS.2010.2049133 10.1016/j.jpowsour.2004.12.022 10.1109/TSG.2011.2164949 10.1109/TPWRS.2009.2021235 10.1016/j.epsr.2010.08.007 10.1109/PSCE.2009.4839973 10.1109/PESGM.2012.6345390 10.1016/j.ijepes.2012.07.054 10.1109/EPEC.2009.5420904 10.1002/9781119207016 10.1201/9780203486504 10.1109/WSC.2008.4736192 10.1109/TSG.2011.2159816 10.1109/PESMG.2013.6672260 10.1109/TDC.2008.4517059 10.1109/TPWRS.2009.2036481 10.1109/PES.2005.1489581 10.1109/PESGM.2012.6345381 10.1109/TSG.2010.2090910 10.1109/ISGTEUROPE.2010.5638947 |
ContentType | Journal Article |
Copyright | Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2014 |
Copyright_xml | – notice: Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2014 |
DBID | 97E RIA RIE AAYXX CITATION 7SP 7TB 8FD FR3 KR7 L7M |
DOI | 10.1109/TSG.2014.2336623 |
DatabaseName | IEEE All-Society Periodicals Package (ASPP) 2005–Present IEEE All-Society Periodicals Package (ASPP) 1998–Present IEEE Electronic Library (IEL) CrossRef Electronics & Communications Abstracts Mechanical & Transportation Engineering Abstracts Technology Research Database Engineering Research Database Civil Engineering Abstracts Advanced Technologies Database with Aerospace |
DatabaseTitle | CrossRef Civil Engineering Abstracts Engineering Research Database Technology Research Database Mechanical & Transportation Engineering Abstracts Advanced Technologies Database with Aerospace Electronics & Communications Abstracts |
DatabaseTitleList | Civil Engineering Abstracts |
Database_xml | – sequence: 1 dbid: RIE name: IEEE Electronic Library (IEL) url: https://proxy.k.utb.cz/login?url=https://ieeexplore.ieee.org/ sourceTypes: Publisher |
DeliveryMethod | fulltext_linktorsrc |
Discipline | Engineering |
EISSN | 1949-3061 |
EndPage | 2675 |
ExternalDocumentID | 3932007591 10_1109_TSG_2014_2336623 6863680 |
Genre | orig-research |
GroupedDBID | 0R~ 4.4 5VS 6IK 97E AAJGR AARMG AASAJ AAWTH ABAZT ABQJQ ABVLG ACIWK AENEX AGQYO AGSQL AHBIQ AKJIK AKQYR ALMA_UNASSIGNED_HOLDINGS ATWAV BEFXN BFFAM BGNUA BKEBE BPEOZ EBS EJD HZ~ IFIPE IPLJI JAVBF M43 O9- OCL P2P RIA RIE RNS AAYXX CITATION RIG 7SP 7TB 8FD FR3 KR7 L7M |
ID | FETCH-LOGICAL-c324t-bf179a8b50c218535b27af49eed4e6dfaec87d4adb1029432f7c8e7a34405c773 |
IEDL.DBID | RIE |
ISSN | 1949-3053 |
IngestDate | Mon Jun 30 09:52:02 EDT 2025 Thu Apr 24 23:01:54 EDT 2025 Tue Jul 01 02:28:53 EDT 2025 Tue Aug 26 16:49:59 EDT 2025 |
IsPeerReviewed | true |
IsScholarly | true |
Issue | 6 |
Keywords | Demand coordination optimization model distribution grid smart grid electric vehicle (EV) |
Language | English |
License | https://ieeexplore.ieee.org/Xplorehelp/downloads/license-information/IEEE.html |
LinkModel | DirectLink |
MergedId | FETCHMERGED-LOGICAL-c324t-bf179a8b50c218535b27af49eed4e6dfaec87d4adb1029432f7c8e7a34405c773 |
Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14 |
ORCID | 0000-0003-4903-4300 |
PQID | 1759499509 |
PQPubID | 2040408 |
PageCount | 10 |
ParticipantIDs | proquest_journals_1759499509 crossref_citationtrail_10_1109_TSG_2014_2336623 ieee_primary_6863680 crossref_primary_10_1109_TSG_2014_2336623 |
ProviderPackageCode | CITATION AAYXX |
PublicationCentury | 2000 |
PublicationDate | 2014-11-01 |
PublicationDateYYYYMMDD | 2014-11-01 |
PublicationDate_xml | – month: 11 year: 2014 text: 2014-11-01 day: 01 |
PublicationDecade | 2010 |
PublicationPlace | Piscataway |
PublicationPlace_xml | – name: Piscataway |
PublicationTitle | IEEE transactions on smart grid |
PublicationTitleAbbrev | TSG |
PublicationYear | 2014 |
Publisher | IEEE The Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
Publisher_xml | – name: IEEE – name: The Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
References | ref13 pipattanasomporn (ref11) 2012; 3 ref15 ref14 ref31 ref10 (ref3) 2012 (ref34) 2014 ref17 ref16 ref19 ref18 (ref36) 2014 (ref32) 2009 (ref21) 2014 smith (ref29) 2012 gass (ref23) 2003 zhang (ref9) 2010 ref24 qian (ref12) 2010 (ref4) 2012 ref26 (ref33) 2012 yan (ref28) 2012 ref25 ref20 ref22 (ref35) 2014 markiewicz (ref30) 2004 ref27 (ref2) 2012 ref7 (ref8) 2012 ref6 ref5 skarvelis-kazakos (ref1) 2010 |
References_xml | – ident: ref17 doi: 10.1109/TPWRS.2010.2049133 – ident: ref13 doi: 10.1016/j.jpowsour.2004.12.022 – year: 2012 ident: ref33 publication-title: IBM ILOG CPLEX Optimizer – year: 2004 ident: ref30 publication-title: Voltage Disturbances Standard en 50160-Voltage Characteristics in Public Distribution Systems – year: 2012 ident: ref3 publication-title: National Grid Residential Load Data – volume: 3 start-page: 543 year: 2012 ident: ref11 article-title: Grid integration of electric vehicles and demand response with customer choice publication-title: IEEE Trans Smart Grid doi: 10.1109/TSG.2011.2164949 – ident: ref27 doi: 10.1109/TPWRS.2009.2021235 – year: 2014 ident: ref34 publication-title: Eigen C++ template library for linear algebra – start-page: 1 year: 2010 ident: ref9 article-title: Impact of TOU rates on distribution load shapes in a smart grid with PHEV penetration publication-title: Proc Transmiss Distrib Conf Expo – ident: ref15 doi: 10.1016/j.epsr.2010.08.007 – ident: ref18 doi: 10.1109/PSCE.2009.4839973 – year: 2014 ident: ref36 publication-title: PacifiCorp-Engineering Handbook – start-page: 1 year: 2010 ident: ref12 article-title: Load model for prediction of electric vehicle charging demand publication-title: Proc Int Conf Power Syst Technol – year: 2012 ident: ref2 publication-title: Nissan Leaf Specifications – year: 2014 ident: ref21 publication-title: Distribution System Analysis Subcommittee IEEE 34 Node Test Feeder – ident: ref19 doi: 10.1109/PESGM.2012.6345390 – year: 2012 ident: ref8 publication-title: Comed RealTime Saving – ident: ref7 doi: 10.1016/j.ijepes.2012.07.054 – ident: ref5 doi: 10.1109/EPEC.2009.5420904 – year: 2012 ident: ref29 article-title: Driving directions: What to charge for a charge? publication-title: Wall Street J doi: 10.1002/9781119207016 – ident: ref22 doi: 10.1201/9780203486504 – year: 2014 ident: ref35 publication-title: OpenDSS – year: 2012 ident: ref28 publication-title: Public Charging Stations Fuel Desire for Electric Cars – ident: ref24 doi: 10.1109/WSC.2008.4736192 – ident: ref31 doi: 10.1109/TSG.2011.2159816 – ident: ref26 doi: 10.1109/PESMG.2013.6672260 – ident: ref10 doi: 10.1109/TDC.2008.4517059 – ident: ref16 doi: 10.1109/TPWRS.2009.2036481 – year: 2009 ident: ref32 publication-title: National Household Travel Survey – year: 2012 ident: ref4 publication-title: Tesla Model S Specification – ident: ref25 doi: 10.1109/PES.2005.1489581 – ident: ref20 doi: 10.1109/PESGM.2012.6345381 – year: 2003 ident: ref23 publication-title: Linear Programming Methods and Applications – ident: ref14 doi: 10.1109/TSG.2010.2090910 – ident: ref6 doi: 10.1109/ISGTEUROPE.2010.5638947 – start-page: 1 year: 2010 ident: ref1 article-title: Predicting electric vehicle impacts on residential distribution networks with distributed generation publication-title: Proc IEEE Veh Power Propulsion Conf (VPPC) |
SSID | ssj0000333629 |
Score | 2.4726648 |
Snippet | Electric vehicles (EVs) with large battery charging demands may cause detrimental impact on distribution grid stability without EV charging coordination. This... |
SourceID | proquest crossref ieee |
SourceType | Aggregation Database Enrichment Source Index Database Publisher |
StartPage | 2666 |
SubjectTerms | Approximation methods Demand coordination distribution grid electric vehicle (EV) Electric vehicles Load modeling Optimization optimization model Real-time systems Scheduling smart grid |
Title | Adaptive Electric Vehicle Charging Coordination on Distribution Network |
URI | https://ieeexplore.ieee.org/document/6863680 https://www.proquest.com/docview/1759499509 |
Volume | 5 |
hasFullText | 1 |
inHoldings | 1 |
isFullTextHit | |
isPrint | |
link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV1LT8JAEN4gJz34QiOKpgcvJhZK99UeCfKICVwEw63Z7iMSDRAtF3-9M20hvmJMeuhhdrPZmd35ZudFyLUKXNtg9Ixpa-czy7kfuVj4bW4UVdw4HmA28mgshlN2P-OzCrnd5sJYa_PgM9vE39yXb5Z6jU9lLREJKiIw0HfAcCtytbbvKQGlcBfHuROZoTuf041XMohbk4cBhnGxZghUIqRftFDeVuXHXZwrmP4BGW2WVsSVPDfXWdrU79-qNv537Ydkv0SaXqcQjSNSsYtjsvep_mCNDDpGrfC-83p5N5y59h7tE5J76IbH_kVedwnm6bx4M_Tgu8NKu2WTLG9cBJGfkGm_N-kO_bKzgq8BQGV-6uAcqijlgQ5RYfM0lMqxGBQms8I4ZXUkDVMmBfwRMxo6qSMrFWWA77SU9JRUF8uFPSOe1EpGmpm2AENRchNZChghBcEQjkrF6qS12elEl2XHsfvFS5KbH0GcAG8S5E1S8qZObrYjVkXJjT9oa7jVW7pyl-uksWFmUp7JtwSAElbiAYR0_vuoC7KLcxeZhg1SzV7X9hIgR5Ze5bL2AQ7K0kU |
linkProvider | IEEE |
linkToHtml | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV07T8MwED4hGICBN6JQIAMLEmnT-JWMFa_yaBcKYoscPwQCtQjahV_PXZJWvISQMmQ4y5bv7PvO9wI40JFvWYqesS3jQ-6ECBOfyrAlrGZaWC8iykbu9mTnll_ei_sZOJrmwjjniuAz16Dfwpdvh2ZMT2VNmUgmEzTQ51Dvi7jM1pq-qESM4W2cFm5kTg59wSZ-ySht9m_OKZCLN2KkkjH7ooeKxio_buNCxZwtQ3eyuDKy5KkxHuUN8_6tbuN_V78CSxXWDNqlcKzCjBusweKnCoTrcN62-oVuvOC06IfzaII790DkATniqYNRcDxEA_WxfDUM8DuhWrtVm6ygV4aRb8Dt2Wn_uBNWvRVCgxBqFOYeT6JOchGZmFS2yGOlPU9RZXInrdfOJMpybXNEIClnsVcmcUozjgjPKMU2YXYwHLgtCJTRKjHctiSaikrYxDFECTmKhvRMaV6D5mSnM1MVHqf-F89ZYYBEaYa8yYg3WcWbGhxOR7yURTf-oF2nrZ7SVbtcg_qEmVl1Kt8yhEpUiwcx0vbvo_ZhvtPvXmfXF72rHVigecq8wzrMjl7HbhcByCjfK-TuAzWg1Y8 |
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=Adaptive+Electric+Vehicle+Charging+Coordination+on+Distribution+Network&rft.jtitle=IEEE+transactions+on+smart+grid&rft.au=Lunci+Hua&rft.au=Wang%2C+Jia&rft.au=Zhou%2C+Chi&rft.date=2014-11-01&rft.pub=The+Institute+of+Electrical+and+Electronics+Engineers%2C+Inc.+%28IEEE%29&rft.issn=1949-3053&rft.eissn=1949-3061&rft.volume=5&rft.issue=6&rft.spage=2666&rft_id=info:doi/10.1109%2FTSG.2014.2336623&rft.externalDBID=NO_FULL_TEXT&rft.externalDocID=3932007591 |
thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1949-3053&client=summon |
thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1949-3053&client=summon |
thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1949-3053&client=summon |