Security constrained unit commitment with multiple wind farms integrated

Wind power generation brings new challenges to Security-Constrained Unit Commitment and Security-Constrained Economic Dispatch due to the uncertainty caused by its imprecise prediction. Especially when multiple wind farms are taken into consideration, mixed integer programming method which is good a...

Celý popis

Uložené v:
Podrobná bibliografia
Vydané v:2010 Conference Proceedings IPEC s. 116 - 121
Hlavní autori: Rong Ye, Haoyong Chen, Pan Chen
Médium: Konferenčný príspevok..
Jazyk:English
Vydavateľské údaje: IEEE 01.10.2010
Predmet:
Accuracy
Computational modeling
extreme scenario
generalized generation distribution factors
mixed integer programming method
Monte Carlo methods
multiple wind farms
Security-Constrained Unit Commitment
Uncertainty
Wind farms
Wind forecasting
Wind power generation
ISBN:9781424473991, 1424473993
ISSN:1947-1262
On-line prístup:Získať plný text
Tagy: Pridať tag
Žiadne tagy, Buďte prvý, kto otaguje tento záznam!
Abstract Wind power generation brings new challenges to Security-Constrained Unit Commitment and Security-Constrained Economic Dispatch due to the uncertainty caused by its imprecise prediction. Especially when multiple wind farms are taken into consideration, mixed integer programming method which is good at dealing with deterministic SCUC problems doesn't work. This paper introduces generalized generation distribution factors and replaces the method based on monte carlo simulation with the one based on extreme scenarios set, in order to improve the method from the aspect of its computing time and precision. The modified IEEE118 bus system proves that the proposed method can acquire a unit commitment plan more quickly for better wind power uncertainty adaptability.
AbstractList Wind power generation brings new challenges to Security-Constrained Unit Commitment and Security-Constrained Economic Dispatch due to the uncertainty caused by its imprecise prediction. Especially when multiple wind farms are taken into consideration, mixed integer programming method which is good at dealing with deterministic SCUC problems doesn't work. This paper introduces generalized generation distribution factors and replaces the method based on monte carlo simulation with the one based on extreme scenarios set, in order to improve the method from the aspect of its computing time and precision. The modified IEEE118 bus system proves that the proposed method can acquire a unit commitment plan more quickly for better wind power uncertainty adaptability.
Author Rong Ye
Haoyong Chen
Pan Chen
Author_xml – sequence: 1
  surname: Rong Ye
  fullname: Rong Ye
  email: yerong1985@qq.com
  organization: Sch. of Electr. Eng., South China Univ. of Technol., Guangzhou, China
– sequence: 2
  surname: Haoyong Chen
  fullname: Haoyong Chen
  email: eehychen@scut.edu.cn
  organization: Sch. of Electr. Eng., South China Univ. of Technol., Guangzhou, China
– sequence: 3
  surname: Pan Chen
  fullname: Pan Chen
  email: panpan06101985@yahoo.com.cn
  organization: Sch. of Electr. Eng., South China Univ. of Technol., Guangzhou, China
BookMark eNo1kNFKwzAYhSNOcJt9gt3kBTrzJzFpLqVMNxhOcPcjbf5opMlGmyF7ewvOq8P3XRwOZ0Ym6ZiQkAWwJQAzj5v3Vb17W3I2iidlNEi4ITOQXEotjNa3pDC6-mcDEzIFI3UJXPF7UgzDN2MMtFBKiilZf2B77kO-0PaYhtzbkNDRcwp5FDGGHDFl-hPyF43nLodThyMlR73t40BDyvjZ24zugdx52w1YXHNO9i-rfb0ut7vXTf28LYNhuVQStfeAyrMKXdvoyhk1jvVcelANCGiwaprWKu545bAVnqOzXAOgBgdiThZ_tQERD6c-RNtfDtcfxC8XclNT
ContentType Conference Proceeding
DBID 6IE
6IL
CBEJK
RIE
RIL
DOI 10.1109/IPECON.2010.5697141
DatabaseName IEEE Electronic Library (IEL) Conference Proceedings
Accès UT - IEEE Xplore POP ALL
IEEE Xplore All Conference Proceedings
IEEE Electronic Library (IEL)
IEEE Proceedings Order Plans (POP All) 1998-Present
DatabaseTitleList
Database_xml – sequence: 1
  dbid: RIE
  name: IEEE Electronic Library (IEL)
  url: https://ieeexplore.ieee.org/
  sourceTypes: Publisher
DeliveryMethod fulltext_linktorsrc
Discipline Engineering
EISBN 1424473977
9781424473984
1424473985
9781424473977
EndPage 121
ExternalDocumentID 5697141
Genre orig-research
GroupedDBID 6IE
6IF
6IH
6IK
6IL
6IN
AAJGR
AAWTH
ADZIZ
ALMA_UNASSIGNED_HOLDINGS
BEFXN
BFFAM
BGNUA
BKEBE
BPEOZ
CBEJK
CHZPO
IEGSK
IPLJI
M43
OCL
RIE
RIL
RNS
ID FETCH-LOGICAL-i90t-64e7ff1e6f08edcb78d96814f24f16b131be8bbca62d28dec3f2eda2711e71d13
IEDL.DBID RIE
ISBN 9781424473991
1424473993
ISSN 1947-1262
IngestDate Wed Aug 27 02:53:10 EDT 2025
IsPeerReviewed false
IsScholarly false
Language English
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-i90t-64e7ff1e6f08edcb78d96814f24f16b131be8bbca62d28dec3f2eda2711e71d13
PageCount 6
ParticipantIDs ieee_primary_5697141
PublicationCentury 2000
PublicationDate 2010-Oct.
PublicationDateYYYYMMDD 2010-10-01
PublicationDate_xml – month: 10
  year: 2010
  text: 2010-Oct.
PublicationDecade 2010
PublicationTitle 2010 Conference Proceedings IPEC
PublicationTitleAbbrev IPECON
PublicationYear 2010
Publisher IEEE
Publisher_xml – name: IEEE
SSID ssj0001736643
ssj0000558465
Score 1.4598049
Snippet Wind power generation brings new challenges to Security-Constrained Unit Commitment and Security-Constrained Economic Dispatch due to the uncertainty caused by...
SourceID ieee
SourceType Publisher
StartPage 116
SubjectTerms Accuracy
Computational modeling
extreme scenario
generalized generation distribution factors
mixed integer programming method
Monte Carlo methods
multiple wind farms
Security-Constrained Unit Commitment
Uncertainty
Wind farms
Wind forecasting
Wind power generation
Title Security constrained unit commitment with multiple wind farms integrated
URI https://ieeexplore.ieee.org/document/5697141
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV09T8MwELVKxQALHy3iWx4YMY2dxHZmRFWWqhIdulWx7yx1aIr6we_HdtIUJBY220uss6yXO797j5AnYbTPccAxIUCxDAtgxmrDSuk8fCgnMqjNJtR4rGezYtIhz20vDCJG8hm-hGF8y4eV3YVS2SCXheKhS_1IKVn3arX1lCQPUJof6isqlbLm1xeZYlxIse_rUgGU93JPzZw3ikQ8KQbvk2AiWNO-mk_-8l6J0DM8-9-mz0n_0MNHJy06XZAOVpfk9If8YI-MPhrzOmrDX2Iwi0CgO3_J_cJyuYgEdBoqtXTPO_SzCqgr18sNbZUmoE-mw7fp64g1zgpsUSRbJjNUznGULtEI1igNhfSx8CfjuDQ85Qa1MbaUAoQGtKkTCKVQnKPiwNMr0q1WFV4T6oIeWWmVsBIzZ9ISRF7mqH0iFVO5G9ILIZl_1toZ8yYat38v35GT-DofyXL3pLtd7_CBHNuv7WKzfowH_g0ZdqYS
linkProvider IEEE
linkToHtml http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV09T8MwELWqggQsfLSIbzwwYho7ie3MiKoVpapEh25VbJ-lDk2rfvD7sZ00BYmFzfYS6yzr5c7v3kPoiSnpchxjCWNGkAQyQ5SWiuTcOvgQliWmNJsQw6GcTLJRAz3XvTAAEMhn8OKH4S3fLPTWl8o6Kc8E9V3qB2mSsKjs1qorKlHqwTTdV1hEzHnJsM8SQSjjbNfZJTws7wSfqjmtNIlolHX6I28jWBK_qo_-cl8J4NM9_d-2z1B738WHRzU-naMGFBfo5IcAYQv1Piv7Oqz9f6K3iwCDt-6au4X5fBYo6NjXavGOeehmhcE2X83XuNaaMG007r6NX3uk8lYgsyzaEJ6AsJYCt5EEo5WQJuMuFu5sLOWKxlSBVErnnBkmDejYMjA5E5SCoIbGl6hZLAq4Qth6RbJcC6Y5JFbFuWFpnoJ0qVRI5q5Ry4dkuizVM6ZVNG7-Xn5ER73xx2A66A_fb9FxeKsP1Lk71NystnCPDvXXZrZePYTD_wbyUalZ
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%3Abook&rft.genre=proceeding&rft.title=2010+Conference+Proceedings+IPEC&rft.atitle=Security+constrained+unit+commitment+with+multiple+wind+farms+integrated&rft.au=Rong+Ye&rft.au=Haoyong+Chen&rft.au=Pan+Chen&rft.date=2010-10-01&rft.pub=IEEE&rft.isbn=9781424473991&rft.issn=1947-1262&rft.spage=116&rft.epage=121&rft_id=info:doi/10.1109%2FIPECON.2010.5697141&rft.externalDocID=5697141
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1947-1262&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1947-1262&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1947-1262&client=summon