The impact of wind power geographical smoothing on operating reserve requirements
As one of the common sources of renewable energy generation worldwide, wind power is the subject of numerous academic and industrial studies. The impact of the wind generation on different aspects of power system operations is extensively addressed in the literature. One of the important aspects of...
Saved in:
Published in | Proceedings of the American Control Conference pp. 5891 - 5896 |
---|---|
Main Authors | , , |
Format | Conference Proceeding Journal Article |
Language | English |
Published |
American Automatic Control Council (AACC)
01.07.2016
|
Subjects | |
Online Access | Get full text |
ISSN | 2378-5861 |
DOI | 10.1109/ACC.2016.7526593 |
Cover
Abstract | As one of the common sources of renewable energy generation worldwide, wind power is the subject of numerous academic and industrial studies. The impact of the wind generation on different aspects of power system operations is extensively addressed in the literature. One of the important aspects of such studies is related to the dynamics of the wind generation that emerges when the wind turbines are arranged into arrays. Arranging wind turbines into arrays alters the output wind generation due to the emerging coupling between wind turbines and the geographical smoothing. While the impact of the coupling between wind turbines on the output magnitudes is well studied, the impact of geographical distribution of turbines on wind power variability has received little attention. Moreover, the impact of the geographical smoothing on the operating reserve requirements is omitted. This paper develops a mathematical framework that relates the variability of the wind farm output to the geographical distribution of wind turbines. The proposed method is used to study the impact of the geographical distribution on the requirements of three types of operating reserves, namely, load following, ramping and regulation. The results show that the geographical distribution reduces all three types of operating reserve requirements. |
---|---|
AbstractList | As one of the common sources of renewable energy generation worldwide, wind power is the subject of numerous academic and industrial studies. The impact of the wind generation on different aspects of power system operations is extensively addressed in the literature. One of the important aspects of such studies is related to the dynamics of the wind generation that emerges when the wind turbines are arranged into arrays. Arranging wind turbines into arrays alters the output wind generation due to the emerging coupling between wind turbines and the geographical smoothing. While the impact of the coupling between wind turbines on the output magnitudes is well studied, the impact of geographical distribution of turbines on wind power variability has received little attention. Moreover, the impact of the geographical smoothing on the operating reserve requirements is omitted. This paper develops a mathematical framework that relates the variability of the wind farm output to the geographical distribution of wind turbines. The proposed method is used to study the impact of the geographical distribution on the requirements of three types of operating reserves, namely, load following, ramping and regulation. The results show that the geographical distribution reduces all three types of operating reserve requirements. |
Author | Farid, Amro M. Mezher, Toufic Muzhikyan, Aramazd |
Author_xml | – sequence: 1 givenname: Aramazd surname: Muzhikyan fullname: Muzhikyan, Aramazd email: amuzhikyan@masdar.ac.ae organization: Dept. of Eng. Syst. & Manage., Masdar Inst. of Sci. & Technol., Abu Dhabi, United Arab Emirates – sequence: 2 givenname: Amro M. surname: Farid fullname: Farid, Amro M. email: amfarid@dartmouth.edu organization: Fac. of Thayer Sch. of Eng., Dartmouth Coll., Hanover, NH, USA – sequence: 3 givenname: Toufic surname: Mezher fullname: Mezher, Toufic email: tmezher@masdar.ac.ae organization: Fac. of Eng. Syst. & Manage., Masdar Inst. of Sci. & Technol., Abu Dhabi, United Arab Emirates |
BookMark | eNotkEtLw0AUhUdRsK3uBTezdJM6rzszWZbgCwoi1HWYJjftSJJJZ1KL_95Ku_o48HHgnCm56kOPhNxzNuec5U-LopgLxvXcgNCQywsy5UobabUV7JJMhDQ2A6v5DZmm9M0Yz3PNJuRztUXqu8FVIw0NPfi-pkM4YKQbDJvohq2vXEtTF8K49f2Ghp6GAaMb_0PEhPEHj9ztfcQO-zHdkuvGtQnvzpyRr5fnVfGWLT9e34vFMvOC2TGzPOeG16qGdWPANkzVag1rdADHGY1QVcWVcFI7UJVSjDldO6i1AocNA5Az8njqHWLY7TGNZedThW3regz7VHIrAXKjjD6qDyfVI2I5RN-5-Fuen5J_Erpe6A |
ContentType | Conference Proceeding Journal Article |
DBID | 6IE 6IH CBEJK RIE RIO 7SP 8FD L7M |
DOI | 10.1109/ACC.2016.7526593 |
DatabaseName | IEEE Electronic Library (IEL) Conference Proceedings IEEE Proceedings Order Plan (POP) 1998-present by volume IEEE Xplore All Conference Proceedings IEEE Electronic Library (IEL) IEEE Proceedings Order Plans (POP) 1998-present Electronics & Communications Abstracts Technology Research Database Advanced Technologies Database with Aerospace |
DatabaseTitle | Technology Research Database Advanced Technologies Database with Aerospace Electronics & Communications Abstracts |
DatabaseTitleList | Technology Research Database |
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 |
EISBN | 1467386820 9781467386807 9781467386821 1467386804 |
EISSN | 2378-5861 |
EndPage | 5896 |
ExternalDocumentID | 7526593 |
Genre | orig-research |
GroupedDBID | -~X 23M 29O 6IE 6IF 6IH 6IK 6IL 6IM 6IN AAJGR AAWTH ABLEC ACGFS ADZIZ AFFNX ALMA_UNASSIGNED_HOLDINGS BEFXN BFFAM BGNUA BKEBE BPEOZ CBEJK CHZPO IEGSK IJVOP IPLJI M43 OCL RIE RIL RIO RNS 7SP 8FD L7M |
ID | FETCH-LOGICAL-i208t-819171d4d5bf758f04d4b5bea55016f24cc142a36a54c4400a6da5d645aef0553 |
IEDL.DBID | RIE |
IngestDate | Fri Jul 11 15:04:55 EDT 2025 Wed Aug 27 02:11:24 EDT 2025 |
IsPeerReviewed | false |
IsScholarly | false |
Language | English |
LinkModel | DirectLink |
MergedId | FETCHMERGED-LOGICAL-i208t-819171d4d5bf758f04d4b5bea55016f24cc142a36a54c4400a6da5d645aef0553 |
Notes | ObjectType-Article-2 SourceType-Scholarly Journals-1 ObjectType-Conference-1 ObjectType-Feature-3 content type line 23 SourceType-Conference Papers & Proceedings-2 |
PQID | 1835597476 |
PQPubID | 23500 |
PageCount | 6 |
ParticipantIDs | proquest_miscellaneous_1835597476 ieee_primary_7526593 |
PublicationCentury | 2000 |
PublicationDate | 20160701 |
PublicationDateYYYYMMDD | 2016-07-01 |
PublicationDate_xml | – month: 07 year: 2016 text: 20160701 day: 01 |
PublicationDecade | 2010 |
PublicationTitle | Proceedings of the American Control Conference |
PublicationTitleAbbrev | ACC |
PublicationYear | 2016 |
Publisher | American Automatic Control Council (AACC) |
Publisher_xml | – name: American Automatic Control Council (AACC) |
SSID | ssj0019960 |
Score | 1.6159245 |
Snippet | As one of the common sources of renewable energy generation worldwide, wind power is the subject of numerous academic and industrial studies. The impact of the... |
SourceID | proquest ieee |
SourceType | Aggregation Database Publisher |
StartPage | 5891 |
SubjectTerms | Arrays Conferences Coupling Couplings Frequency-domain analysis Graphical models Reserves Smoothing Smoothing methods Wind farms Wind power Wind power generation Wind turbines |
Title | The impact of wind power geographical smoothing on operating reserve requirements |
URI | https://ieeexplore.ieee.org/document/7526593 https://www.proquest.com/docview/1835597476 |
hasFullText | 1 |
inHoldings | 1 |
isFullTextHit | |
isPrint | |
link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV3PS8MwFA7bTnrxxybOX0TwaLt2TdL2KMMxhImCg91K0ryIqO3YWgX_evPabop68NT28EpIXl_65b3ve4RcxNLH2O85BixWZTrljmTcd2QEIpQs0hyQKDy9FZMZu5nzeYtcbrgwAFAVn4GLt1UuX-dpiUdlgxC13OOgTdrWzWqu1iZjgCoj6zSkFw-uRiOs2xJuY9M0T_kVcattZLxDpusB1NUjz25ZKDf9-KHN-N8R7pLeF2GP3m22oj3SgmyfbH_TGuySe-sQtOZE0tzQd4vF6QJbpNHHug861mS80NVrbtfOWtA8o_kCJZfxAUlKyzewV6wcro4UVz0yG18_jCZO00_BeRp6UeFU2MzXTHNlLEwwHtNMcQXSohRfmCFLU58NZSAkZymzH7cUWnItGJdgPM6DA9LJ8gwOCRVxYN-lDAuNZGEgYwiCWCsRDWMFIOM-6eLkJItaMiNp5qVPztfTn1g3xtyEzCAvV4mNLDW2EUd_mx6TLVzPulL2hHSKZQmn9n-gUGeVI3wC1vy3Tg |
linkProvider | IEEE |
linkToHtml | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV1LT8MwDLbGOAAXHhtiPIPEkW59JGl7RBPTgG0CaZN2q9LGRQhop60FiV9P0nYDAQdObQ-uIse16_j7bIALX1ja95tGjCpXpTJihqDMMoSH3BXUkww1UXg44v0JvZ2yaQ0uV1wYRCzAZ9jWt0UtX6ZRro_KOq7u5e47a7Cu4j5lJVtrVTPQfUaWhUjT71x1uxq5xduVVDU-5ZfPLQJJbxuGyyWU-JHndp6F7ejjR3fG_65xB5pflD1yvwpGu1DDZA-2vnUbbMCDMglSsiJJGpN3lY2TmR6SRh7LSegalfFCFq-p2j0lQdKEpDPddFk_aJrS_A3VVWOHi0PFRRMmvetxt29UExWMJ9v0MqPIzixJJQtjlSjEJpU0ZCEKladYPLZpFFnUFg4XjEZUfd6CS8Ekp0xgbDLm7EM9SRM8AMJ9R70rjKkbC-o6wkfH8WXIPdsPEYXfgoZWTjArm2YElV5acL5Uf6AMWVcnRIJpvgiUbymzG374t-gZbPTHw0EwuBndHcGm3tsSN3sM9Wye44n6O8jC08IoPgGagLqb |
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=proceeding&rft.title=Proceedings+of+the+American+Control+Conference&rft.atitle=The+impact+of+wind+power+geographical+smoothing+on+operating+reserve+requirements&rft.au=Muzhikyan%2C+Aramazd&rft.au=Farid%2C+Amro+M.&rft.au=Mezher%2C+Toufic&rft.date=2016-07-01&rft.pub=American+Automatic+Control+Council+%28AACC%29&rft.eissn=2378-5861&rft.spage=5891&rft.epage=5896&rft_id=info:doi/10.1109%2FACC.2016.7526593&rft.externalDocID=7526593 |