Optimal Allocation of Dynamic VAR Support Using Mixed Integer Dynamic Optimization

Dynamic security of power systems is a major concern during contingencies, especially in present environment when there is inadequate transmission line capacity and dynamic reactive power support. This paper addresses dynamic VAR allocation to ensure acceptable transient voltage performance and shor...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on power systems Jg. 26; H. 1; S. 305 - 314
Hauptverfasser: Tiwari, Ashutosh, Ajjarapu, Venkataramana
Format: Journal Article
Sprache:Englisch
Veröffentlicht: New York IEEE 01.02.2011
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Schlagworte:
ISSN:0885-8950, 1558-0679
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
Abstract Dynamic security of power systems is a major concern during contingencies, especially in present environment when there is inadequate transmission line capacity and dynamic reactive power support. This paper addresses dynamic VAR allocation to ensure acceptable transient voltage performance and short-term stability against severe contingency. To filter out severe contingency, severity indices are proposed. An algorithm based upon trajectory sensitivity analysis is used to select candidate VAR locations. The overall problem is formulated (in dynamic framework) as mixed integer dynamic optimization (MIDO). To solve MIDO problem, it is converted into mixed integer nonlinear problem (MINLP) by complete discretization using simultaneous discretization approach. The effectiveness of proposed approach is illustrated using New England 39-bus system.
AbstractList Dynamic security of power systems is a major concern during contingencies, especially in present environment when there is inadequate transmission line capacity and dynamic reactive power support. This paper addresses dynamic VAR allocation to ensure acceptable transient voltage performance and short-term stability against severe contingency. To filter out severe contingency, severity indices are proposed. An algorithm based upon trajectory sensitivity analysis is used to select candidate VAR locations. The overall problem is formulated (in dynamic framework) as mixed integer dynamic optimization (MIDO). To solve MIDO problem, it is converted into mixed integer nonlinear problem (MINLP) by complete discretization using simultaneous discretization approach. The effectiveness of proposed approach is illustrated using New England 39-bus system.
Author Tiwari, Ashutosh
Ajjarapu, Venkataramana
Author_xml – sequence: 1
  givenname: Ashutosh
  surname: Tiwari
  fullname: Tiwari, Ashutosh
  email: ashutosh@iastate.edu
  organization: Dept. of Electr. & Comput. Eng., Iowa State Univ., Ames, IA, USA
– sequence: 2
  givenname: Venkataramana
  surname: Ajjarapu
  fullname: Ajjarapu, Venkataramana
  email: vajjarap@iastate.edu
  organization: Dept. of Electr. & Comput. Eng., Iowa State Univ., Ames, IA, USA
BookMark eNp9kF1LwzAUhoMoOKd_QG-KN1515qNp08vh52Ay2fy4DFl6MiJdU5MOnL_ethMvdiEEDuE87zmH5wQdVq4ChM4JHhGC8-uX5_f5YkRx-6eYE5bQAzQgnIsYp1l-iAZYCB6LnONjdBLCB8Y4bRsDNJ_VjV2rMhqXpdOqsa6KnIlut5VaWx29jefRYlPXzjfRa7DVKnqyX1BEk6qBFfg_rp9iv_v8KToyqgxw9luH6PX-7uXmMZ7OHiY342msGU2bOKE0W1LgqTAsJQUzWUJEoZc55DkRJmVQaMBLlSjDOKjC6IwkBkBA18UFG6Kr3dzau88NhEaubdBQlqoCtwlSpIQnhFDRkpd75Ifb-Ko9TookzVnOsg6iO0h7F4IHI2vfmvFbSbDsJMtesuwky1_JbUjshbRteguNV7b8P3qxi1oA-NvFORasfT-hwozT
CODEN ITPSEG
CitedBy_id crossref_primary_10_1016_j_ijepes_2016_01_026
crossref_primary_10_1109_TPWRS_2016_2552481
crossref_primary_10_1016_j_ijepes_2024_110082
crossref_primary_10_1049_iet_gtd_2018_6102
crossref_primary_10_1109_TPWRD_2021_3063923
crossref_primary_10_1049_iet_gtd_2017_1521
crossref_primary_10_3390_en17051190
crossref_primary_10_1049_iet_rpg_2017_0144
crossref_primary_10_1109_TPWRS_2017_2763123
crossref_primary_10_1109_TPWRS_2014_2361153
crossref_primary_10_1109_TPWRS_2014_2365632
crossref_primary_10_3390_en14144076
crossref_primary_10_1016_j_ijepes_2022_107955
crossref_primary_10_1016_j_ijepes_2023_109758
crossref_primary_10_1109_TPWRS_2019_2897948
crossref_primary_10_1002_etep_1717
crossref_primary_10_1016_j_ijepes_2021_106923
crossref_primary_10_1109_ACCESS_2020_3041410
crossref_primary_10_1109_ACCESS_2024_3407734
crossref_primary_10_1049_iet_gtd_2019_0126
crossref_primary_10_1049_iet_gtd_2017_0666
crossref_primary_10_1049_iet_gtd_2017_0346
crossref_primary_10_1016_j_ijepes_2016_03_038
crossref_primary_10_1049_iet_gtd_2015_0070
crossref_primary_10_1049_iet_gtd_2018_5725
crossref_primary_10_3390_en16010161
crossref_primary_10_1049_iet_gtd_2016_2113
crossref_primary_10_1016_j_energy_2025_134875
crossref_primary_10_1109_ACCESS_2021_3061712
crossref_primary_10_1016_j_egyr_2019_08_045
crossref_primary_10_1109_TPWRS_2011_2109067
crossref_primary_10_3390_su11020326
crossref_primary_10_1109_TSG_2016_2623951
crossref_primary_10_3390_app10124200
crossref_primary_10_1080_15325008_2016_1156786
crossref_primary_10_1109_TPWRS_2014_2306431
crossref_primary_10_1016_j_ijepes_2019_06_025
crossref_primary_10_1007_s40565_017_0353_5
crossref_primary_10_1049_iet_gtd_2013_0072
crossref_primary_10_1109_TPWRS_2024_3446041
crossref_primary_10_1109_TPWRS_2012_2190111
crossref_primary_10_1016_j_epsr_2022_107929
crossref_primary_10_1109_TPWRS_2014_2310733
crossref_primary_10_1016_j_epsr_2023_109562
crossref_primary_10_1109_TPWRS_2013_2271260
crossref_primary_10_1016_j_rser_2014_10_057
crossref_primary_10_1049_gtd2_12890
crossref_primary_10_1109_ACCESS_2022_3187403
crossref_primary_10_1109_TPWRS_2017_2751080
crossref_primary_10_3390_eng6030041
crossref_primary_10_3390_en11071709
crossref_primary_10_1109_TPWRS_2017_2724058
crossref_primary_10_1109_ACCESS_2018_2838563
crossref_primary_10_1007_s00500_014_1524_1
crossref_primary_10_1007_s40565_018_0479_0
crossref_primary_10_1109_TPWRS_2021_3108064
crossref_primary_10_1002_oca_995
crossref_primary_10_1002_etep_2390
crossref_primary_10_1049_iet_gtd_2016_1912
crossref_primary_10_1109_TPWRS_2017_2696021
crossref_primary_10_1109_TPWRS_2017_2681459
crossref_primary_10_1109_ACCESS_2024_3490845
crossref_primary_10_1109_TSTE_2019_2956733
Cites_doi 10.1109/59.260881
10.1007/978-3-642-18965-4_20
10.1109/PESS.2001.970104
10.1109/59.373947
10.1109/TPWRS.2002.807050
10.1109/59.630453
10.1109/59.317656
10.1287/ijoc.1060.0175
10.1109/TDC.2005.1546993
10.1007/b101874
10.1002/9781118627372
10.1016/j.orl.2004.04.002
10.1109/59.871745
10.1109/TPWRS.2002.804921
10.1109/TPWRS.2007.907374
10.1109/59.589619
10.1109/TDC.2003.1335114
10.1109/59.867137
10.1109/59.192990
10.1109/PES.2008.4596336
10.1109/59.780911
10.1109/TPWRS.2004.825981
10.1109/TPEL.2008.921169
10.1109/59.485987
10.1007/s10589-007-9098-9
10.1109/PESS.2002.1043534
10.1109/59.871736
10.1137/S1052623499350013
10.1007/BF02071065
10.1109/TPAS.1978.354648
10.1137/0915056
10.1109/PES.2006.1709294
10.1109/TPWRS.2007.907354
10.1109/LESCPE.2001.941632
10.1109/PESS.2000.866961
10.1007/BF00934325
10.1109/ACC.2007.4283111
ContentType Journal Article
Copyright Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) Feb 2011
Copyright_xml – notice: Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) Feb 2011
DBID 97E
RIA
RIE
AAYXX
CITATION
7SP
7TB
8FD
FR3
KR7
L7M
F28
DOI 10.1109/TPWRS.2010.2051342
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
ANTE: Abstracts in New Technology & Engineering
DatabaseTitle CrossRef
Civil Engineering Abstracts
Engineering Research Database
Technology Research Database
Mechanical & Transportation Engineering Abstracts
Advanced Technologies Database with Aerospace
Electronics & Communications Abstracts
ANTE: Abstracts in New Technology & Engineering
DatabaseTitleList Civil Engineering Abstracts
Civil Engineering Abstracts

Database_xml – sequence: 1
  dbid: RIE
  name: IEEE Electronic Library (IEL)
  url: https://ieeexplore.ieee.org/
  sourceTypes: Publisher
DeliveryMethod fulltext_linktorsrc
Discipline Engineering
EISSN 1558-0679
EndPage 314
ExternalDocumentID 2246830401
10_1109_TPWRS_2010_2051342
5508308
Genre orig-research
GroupedDBID -~X
.DC
0R~
29I
3EH
4.4
5GY
5VS
6IK
85S
97E
AAJGR
AARMG
AASAJ
AAWTH
ABAZT
ABFSI
ABQJQ
ABVLG
ACGFO
ACGFS
ACIWK
ACKIV
AENEX
AETIX
AGQYO
AGSQL
AHBIQ
AI.
AIBXA
AKJIK
AKQYR
ALLEH
ALMA_UNASSIGNED_HOLDINGS
ASUFR
ATWAV
BEFXN
BFFAM
BGNUA
BKEBE
BPEOZ
CS3
DU5
E.L
EBS
EJD
HZ~
H~9
ICLAB
IFIPE
IFJZH
IPLJI
JAVBF
LAI
M43
MS~
O9-
OCL
P2P
RIA
RIE
RNS
TAE
TN5
VH1
VJK
AAYXX
CITATION
7SP
7TB
8FD
FR3
KR7
L7M
RIG
F28
ID FETCH-LOGICAL-c326t-4227b2e568f361d3f7418dcb9e9918f63edce0ba4af35eadfc714fee8e18f60d3
IEDL.DBID RIE
ISICitedReferencesCount 79
ISICitedReferencesURI http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=000286516100034&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
ISSN 0885-8950
IngestDate Sun Sep 28 12:25:08 EDT 2025
Mon Jun 30 10:19:16 EDT 2025
Sat Nov 29 02:52:00 EST 2025
Tue Nov 18 22:07:02 EST 2025
Wed Aug 27 02:51:35 EDT 2025
IsPeerReviewed true
IsScholarly true
Issue 1
Language English
License https://ieeexplore.ieee.org/Xplorehelp/downloads/license-information/IEEE.html
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c326t-4227b2e568f361d3f7418dcb9e9918f63edce0ba4af35eadfc714fee8e18f60d3
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
ObjectType-Article-2
SourceType-Scholarly Journals-2
ObjectType-Feature-1
content type line 23
SourceType-Conference Papers & Proceedings-1
ObjectType-Conference-3
PQID 846939378
PQPubID 85441
PageCount 10
ParticipantIDs proquest_journals_846939378
crossref_primary_10_1109_TPWRS_2010_2051342
proquest_miscellaneous_861541128
crossref_citationtrail_10_1109_TPWRS_2010_2051342
ieee_primary_5508308
PublicationCentury 2000
PublicationDate 2011-Feb.
2011-02-00
20110201
PublicationDateYYYYMMDD 2011-02-01
PublicationDate_xml – month: 02
  year: 2011
  text: 2011-Feb.
PublicationDecade 2010
PublicationPlace New York
PublicationPlace_xml – name: New York
PublicationTitle IEEE transactions on power systems
PublicationTitleAbbrev TPWRS
PublicationYear 2011
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
ref12
ref15
ref14
ref11
ref17
ref16
ref18
liu (ref23) 2007
ref42
ref41
ref44
bryson (ref37) 1975
ref49
kolluri (ref19) 0
ref8
ref9
ref4
ref3
ref6
ref40
(ref48) 0
ref35
ref34
ref36
ref31
ref30
ref33
ref32
glover (ref45) 2003
ref1
(ref5) 0
ref39
chiang (ref38) 2000
bae (ref7) 0; 3
ref24
ref26
hirst (ref2) 2004
ref25
ref20
ref22
ref21
ray (ref10) 0
brooke (ref47) 1998
ref28
ref27
ref29
chow (ref46) 2000
applegate (ref43) 2005; 33
References_xml – ident: ref16
  doi: 10.1109/59.260881
– start-page: 519
  year: 2003
  ident: ref45
  publication-title: Advances in Evolutionary Computing Theory and Applications
  doi: 10.1007/978-3-642-18965-4_20
– year: 2007
  ident: ref23
  publication-title: Planning reactive power control for transmission enhancement
– year: 0
  ident: ref5
  publication-title: Western Electricity Coordinating Council (Apr 2003)
– ident: ref6
  doi: 10.1109/PESS.2001.970104
– ident: ref35
  doi: 10.1109/59.373947
– ident: ref11
  doi: 10.1109/TPWRS.2002.807050
– ident: ref27
  doi: 10.1109/59.630453
– ident: ref18
  doi: 10.1109/59.317656
– ident: ref44
  doi: 10.1287/ijoc.1060.0175
– ident: ref3
  doi: 10.1109/TDC.2005.1546993
– ident: ref40
  doi: 10.1007/b101874
– year: 1998
  ident: ref47
  publication-title: GAMS A User's Guide
– start-page: 1412
  year: 0
  ident: ref10
  article-title: recent experience at pg&e with facts technology application
  publication-title: Proc 2006 IEEE Power Eng Soc Transmission and Distribution Conf Exhib
– ident: ref39
  doi: 10.1002/9781118627372
– volume: 33
  start-page: 42
  year: 2005
  ident: ref43
  article-title: branching rules revisited
  publication-title: Oper Res Lett
  doi: 10.1016/j.orl.2004.04.002
– ident: ref29
  doi: 10.1109/59.871745
– ident: ref24
  doi: 10.1109/TPWRS.2002.804921
– start-page: 119
  year: 0
  ident: ref19
  article-title: Determining reactive power requirements in the southern part of the Entergy system for improving voltage security-A case study
  publication-title: Proc 2006 IEEE Power Systems Conf Expo
– ident: ref26
  doi: 10.1109/TPWRS.2007.907374
– ident: ref34
  doi: 10.1109/59.589619
– year: 0
  ident: ref48
  publication-title: GAMSThe Solver Manuals SBB
– ident: ref9
  doi: 10.1109/TDC.2003.1335114
– volume: 3
  start-page: 39
  year: 0
  ident: ref7
  article-title: an importance sampling application: 179 bus wscc system under voltage based hidden failures and relay misoperations
  publication-title: Proc 1998 31st Hawaii Int Conf System Sciences
– ident: ref33
  doi: 10.1109/59.867137
– ident: ref14
  doi: 10.1109/59.192990
– ident: ref15
  doi: 10.1109/PES.2008.4596336
– ident: ref28
  doi: 10.1109/59.780911
– ident: ref1
  doi: 10.1109/TPWRS.2004.825981
– year: 2004
  ident: ref2
  publication-title: U S Transmission Capacity Present Status and Future Prospects
– ident: ref4
  doi: 10.1109/TPEL.2008.921169
– ident: ref25
  doi: 10.1109/TPWRS.2002.807050
– ident: ref13
  doi: 10.1109/59.485987
– ident: ref41
  doi: 10.1007/s10589-007-9098-9
– ident: ref22
  doi: 10.1109/PESS.2002.1043534
– ident: ref32
  doi: 10.1109/59.871736
– ident: ref49
  doi: 10.1137/S1052623499350013
– ident: ref36
  doi: 10.1007/BF02071065
– ident: ref17
  doi: 10.1109/TPAS.1978.354648
– year: 2000
  ident: ref46
  publication-title: Power System Toolbox Version 2 0 Cherry Tree Scientific Software
– ident: ref42
  doi: 10.1137/0915056
– year: 1975
  ident: ref37
  publication-title: Applied Optimal Control Optimization Estimation and Control
– year: 2000
  ident: ref38
  publication-title: Elements of dynamic optimization
– ident: ref20
  doi: 10.1109/PES.2006.1709294
– ident: ref8
  doi: 10.1109/TPWRS.2007.907354
– ident: ref12
  doi: 10.1109/LESCPE.2001.941632
– ident: ref21
  doi: 10.1109/PESS.2000.866961
– ident: ref30
  doi: 10.1007/BF00934325
– ident: ref31
  doi: 10.1109/ACC.2007.4283111
SSID ssj0006679
Score 2.3542643
Snippet Dynamic security of power systems is a major concern during contingencies, especially in present environment when there is inadequate transmission line...
SourceID proquest
crossref
ieee
SourceType Aggregation Database
Enrichment Source
Index Database
Publisher
StartPage 305
SubjectTerms Branch and bound
collocation method
Contingency
Discretization
Dynamical systems
Dynamics
Filters
Mixed integer
mixed integer dynamic optimization
mixed integer nonlinear problem
Nonlinear dynamical systems
Nonlinear dynamics
Optimization
Power system dynamics
Power system security
Power system stability
Power system transients
Power transmission lines
Radau points
Reactive power
scatter search
Sensitivity analysis
severity index
simultaneous discretization
VAR
Voltage
Title Optimal Allocation of Dynamic VAR Support Using Mixed Integer Dynamic Optimization
URI https://ieeexplore.ieee.org/document/5508308
https://www.proquest.com/docview/846939378
https://www.proquest.com/docview/861541128
Volume 26
WOSCitedRecordID wos000286516100034&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
journalDatabaseRights – providerCode: PRVIEE
  databaseName: IEEE Electronic Library (IEL)
  customDbUrl:
  eissn: 1558-0679
  dateEnd: 99991231
  omitProxy: false
  ssIdentifier: ssj0006679
  issn: 0885-8950
  databaseCode: RIE
  dateStart: 19860101
  isFulltext: true
  titleUrlDefault: https://ieeexplore.ieee.org/
  providerName: IEEE
link http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV1LT8MwDI7GxAEOvAZiDFAO3KCsS9M0PU7AxAHGNMbYrWpTB00aHdoD8fOJ064CgZC4VbIbVXFif03sz4ScCRZIV7e4Y9BH4nDtCScBnTjgc6Z4CCKxTEzDu6DblaNR2KuQi7IWBgBs8hlc4qO9y0-naolHZU0fucuxsnctCEReq1V6XSFyXj0pfUeGvrsqkHHD5qD33H_Ms7iYWYMeZ9-CkO2q8sMV2_jS2f7fl-2QrQJH0nZu-F1SgWyPbH5hF6yR_oNxB6-oNMGIhRagU02v8x70dNjuU-zpafA3tYkD9H78ASnFM8IXmJV6dpSiWnOfPHVuBle3TtFCwVEGly0czliQMPCFNFZopZ5GsppUJSEYXCi18DAJ1E1iHmvPN4tKq6DFNYAElLqpd0Cq2TSDQ0LREYIBiCaeKy65DJmQgcc0D2LfVbGuk9ZqTiNV8Itjm4tJZP8z3DCydojQDlFhhzo5L995y9k1_tSu4cyXmsWk10ljZbqo2IDzyMCqELn-jJSWUrNz8DokzmC6NCoGzHEDN-XR7-M2yEZ-gIy5K8ekupgt4YSsq_fFeD47tavvE3dq13s
linkProvider IEEE
linkToHtml http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV3dS8MwED9EBfXBrynOzzz4ptUuTdv0cfiB4jZlzulbadOLDOYmcxP_fHNpVxRF8K1w11Byyd2vyd3vAA4DHkpX14Rj0EfqCO0FToo6ddAXXIkIg9QyMXUbYasln56iuxk4LmthENEmn-EJPdq7_GyoJnRUduoTdzlV9s5R56yiWqv0u0GQM-tJ6Tsy8t1piYwbnXbuHtv3eR4XN6vQE_xbGLJ9VX44YxthLlf-922rsFwgSVbPTb8GMzhYh6Uv_IIVaN8ah_BCSn2KWWQDNtTsPO9Cz7r1NqOungaBM5s6wJq9D8wYnRI-46jUs6MU9Zob8HB50Tm7coomCo4yyGzsCM7DlKMfSGOHWuZpoqvJVBqhQYZSBx6lgbppIhLt-WZZaRXWhEaUSFI38zZhdjAc4BYwcoVoIKKJ6EpIISMeyNDjWoSJ76pEV6E2ndNYFQzj1OiiH9s_DTeKrR1iskNc2KEKR-U7rzm_xp_aFZr5UrOY9CrsTE0XF1vwLTbAKiK2PyNlpdTsHboQSQY4nBgVA-eEAZxy-_dxD2DhqtNsxI3r1s0OLObHyZTJsguz49EE92BevY97b6N9uxI_Adj22sQ
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=Optimal+Allocation+of+Dynamic+VAR+Support+Using+Mixed+Integer+Dynamic+Optimization&rft.jtitle=IEEE+transactions+on+power+systems&rft.au=Tiwari%2C+Ashutosh&rft.au=Ajjarapu%2C+Venkataramana&rft.date=2011-02-01&rft.pub=IEEE&rft.issn=0885-8950&rft.volume=26&rft.issue=1&rft.spage=305&rft.epage=314&rft_id=info:doi/10.1109%2FTPWRS.2010.2051342&rft.externalDocID=5508308
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0885-8950&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0885-8950&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0885-8950&client=summon