Forecasting-Aided State Estimation-Part II: Implementation

This paper is the second part of a two-part paper addressing power system forecasting-aided state estimation. Part I presented a comprehensive survey on the subject, including future prospects. Part II is devoted to presentation and discussion of numerical results obtained with the implementation of...

Full description

Saved in:
Bibliographic Details
Published inIEEE transactions on power systems Vol. 24; no. 4; pp. 1678 - 1685
Main Authors Brown Do Coutto Filho, M., de Souza, J.C.S., Freund, R.S.
Format Journal Article
LanguageEnglish
Published New York IEEE 01.11.2009
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects
Online AccessGet full text
ISSN0885-8950
1558-0679
DOI10.1109/TPWRS.2009.2030297

Cover

Abstract This paper is the second part of a two-part paper addressing power system forecasting-aided state estimation. Part I presented a comprehensive survey on the subject, including future prospects. Part II is devoted to presentation and discussion of numerical results obtained with the implementation of a forecasting-aided state estimator in the energy management system of LIGHT Services of Electricity, which is company that supplies Rio de Janeiro, Brazil. This estimator is submitted to different situations, such as: normal operating conditions, presence of spurious measurements (including those which are critical), and occurrence of unpredictable sudden changes in the state of the LIGHT system.
AbstractList This paper is the second part of a two-part paper addressing power system forecasting-aided state estimation. Part I presented a comprehensive survey on the subject, including future prospects. Part II is devoted to presentation and discussion of numerical results obtained with the implementation of a forecasting-aided state estimator in the energy management system of LIGHT Services of Electricity, which is company that supplies Rio de Janeiro, Brazil. This estimator is submitted to different situations, such as: normal operating conditions, presence of spurious measurements (including those which are critical), and occurrence of unpredictable sudden changes in the state of the LIGHT system.
Author Freund, R.S.
de Souza, J.C.S.
Brown Do Coutto Filho, M.
Author_xml – sequence: 1
  givenname: M.
  surname: Brown Do Coutto Filho
  fullname: Brown Do Coutto Filho, M.
  organization: Inst. of Comput., Fluminense Fed. Univ., Rio de Janeiro, Brazil
– sequence: 2
  givenname: J.C.S.
  surname: de Souza
  fullname: de Souza, J.C.S.
  organization: Electr. Eng. Dept., Fluminense Fed. Univ., Rio de Janeiro, Brazil
– sequence: 3
  givenname: R.S.
  surname: Freund
  fullname: Freund, R.S.
  organization: LIGHT Services of Electr. Co., Rio de Janeiro, Brazil
BookMark eNqFkE1PAjEQhhuDiYD-Ab0QD94Wu-32ixshoCQkEiHx2HS7s2bJsottOfjvLR_xwEEvbTJ9n87M00Odpm0AofsUD9MUq-f18uN9NSQYq3hQTJS4Qt2UMZlgLlQHdbGULJGK4RvU836DMebxoYtGs9aBNT5UzWcyrgooBqtgAgymsbQ1oWqbZGlcGMzno8F8u6thC0041m_RdWlqD3fnu4_Ws-l68pos3l7mk_EisZTxkJicszKnaWGY4nnJuRVUcg6qUBA7AxdgQVAsLORZxjIlitxSKkiJJU457aOn07c7137twQe9rbyFujYNtHuvaaYky0T2b5CkJGNckBh8vAhu2r1r4g5aMimUYvzQVp5C1rXeOyi1rU57B2eqWqdYH8zro3l9MK_P5iNKLtCdiy7d99_QwwmqAOAXYISoODf9AXVBkIU
CODEN ITPSEG
CitedBy_id crossref_primary_10_1109_TII_2016_2626782
crossref_primary_10_1109_TIM_2013_2278595
crossref_primary_10_1109_TPWRS_2022_3144316
crossref_primary_10_1109_TIM_2022_3160562
crossref_primary_10_1017_dce_2024_10
crossref_primary_10_1109_TSG_2022_3141803
crossref_primary_10_1002_etep_2779
crossref_primary_10_1049_iet_cta_2017_0629
crossref_primary_10_1109_JSYST_2021_3058210
crossref_primary_10_1109_TPWRS_2019_2919157
crossref_primary_10_1109_TPWRS_2014_2382102
crossref_primary_10_1109_TPWRS_2015_2487419
crossref_primary_10_1631_FITEE_1500301
crossref_primary_10_1007_s00500_019_03809_7
crossref_primary_10_1002_etep_2481
crossref_primary_10_1007_s00202_021_01328_z
crossref_primary_10_1109_TIM_2023_3276002
crossref_primary_10_1109_TSG_2023_3286401
crossref_primary_10_1109_TIA_2022_3161607
crossref_primary_10_1002_2050_7038_12901
crossref_primary_10_1109_TSG_2023_3235945
crossref_primary_10_1109_JIOT_2024_3351850
crossref_primary_10_1016_j_ijepes_2022_108809
crossref_primary_10_1016_j_segan_2022_100712
crossref_primary_10_1109_TSG_2023_3239740
crossref_primary_10_1109_TPWRS_2019_2955893
crossref_primary_10_1109_TPWRS_2018_2801121
crossref_primary_10_3390_en12234457
crossref_primary_10_3390_en12234552
crossref_primary_10_3390_en16104138
crossref_primary_10_1109_TSTE_2014_2301915
crossref_primary_10_1109_TIM_2023_3346502
crossref_primary_10_1016_j_ijepes_2024_109797
crossref_primary_10_1109_TSG_2022_3231407
crossref_primary_10_1007_s40565_018_0455_8
crossref_primary_10_1109_TSG_2023_3332591
crossref_primary_10_1016_j_epsr_2018_07_019
crossref_primary_10_1109_TPWRS_2021_3114117
crossref_primary_10_1109_TSP_2019_2926023
Cites_doi 10.1201/9780203913673
10.1080/15325000601078187
10.1016/j.ijforecast.2006.03.001
10.1049/ip-c.1989.0021
10.1109/TPWRS.2009.2030295
10.1109/59.708645
10.1007/978-1-4615-4999-4
10.1016/S0378-7796(00)00117-6
10.1109/59.535702
10.4324/9780203491683
10.1109/TPWRS.1987.4335300
ContentType Journal Article
Copyright Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2009
Copyright_xml – notice: Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2009
DBID 97E
RIA
RIE
AAYXX
CITATION
7SP
7TB
8FD
FR3
KR7
L7M
7TG
KL.
F28
DOI 10.1109/TPWRS.2009.2030297
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
Meteorological & Geoastrophysical Abstracts
Meteorological & Geoastrophysical Abstracts - Academic
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
Meteorological & Geoastrophysical Abstracts - Academic
Meteorological & Geoastrophysical Abstracts
ANTE: Abstracts in New Technology & Engineering
DatabaseTitleList
Civil Engineering Abstracts
Meteorological & Geoastrophysical Abstracts - Academic
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 1558-0679
EndPage 1685
ExternalDocumentID 2303873331
10_1109_TPWRS_2009_2030297
5229212
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
7TG
KL.
F28
ID FETCH-LOGICAL-c356t-ab65fb31da596bf66c73866e9d9eecae67ece7307ceb445497dbc3372f080163
IEDL.DBID RIE
ISSN 0885-8950
IngestDate Sat Sep 27 19:05:49 EDT 2025
Sun Sep 28 03:20:35 EDT 2025
Mon Jun 30 02:14:29 EDT 2025
Thu Apr 24 23:10:10 EDT 2025
Wed Oct 01 02:20:19 EDT 2025
Wed Aug 27 02:51:33 EDT 2025
IsPeerReviewed true
IsScholarly true
Issue 4
Language English
License https://ieeexplore.ieee.org/Xplorehelp/downloads/license-information/IEEE.html
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c356t-ab65fb31da596bf66c73866e9d9eecae67ece7307ceb445497dbc3372f080163
Notes ObjectType-Article-2
SourceType-Scholarly Journals-1
ObjectType-Feature-1
content type line 14
content type line 23
PQID 858799566
PQPubID 85441
PageCount 8
ParticipantIDs proquest_miscellaneous_21245672
proquest_miscellaneous_34985474
ieee_primary_5229212
crossref_citationtrail_10_1109_TPWRS_2009_2030297
crossref_primary_10_1109_TPWRS_2009_2030297
proquest_journals_858799566
ProviderPackageCode CITATION
AAYXX
PublicationCentury 2000
PublicationDate 2009-11-01
PublicationDateYYYYMMDD 2009-11-01
PublicationDate_xml – month: 11
  year: 2009
  text: 2009-11-01
  day: 01
PublicationDecade 2000
PublicationPlace New York
PublicationPlace_xml – name: New York
PublicationTitle IEEE transactions on power systems
PublicationTitleAbbrev TPWRS
PublicationYear 2009
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
abur (ref8) 2004
souza (ref16) 1998; 144
ref15
do coutto filho (ref14) 1989; 136
makridakis (ref4) 1998
ref1
ref17
chatfield (ref3) 2003
do coutto filho (ref10) 2001; 57
do coutto filho (ref6) 1989; 136
ref7
freund (ref11) 2006
ref9
ref5
alves da silva (ref12) 1993; i
sadecky (ref2) 1993; ii
References_xml – year: 2004
  ident: ref8
  publication-title: Power System State Estimation Theory and Implementation
  doi: 10.1201/9780203913673
– ident: ref9
  doi: 10.1080/15325000601078187
– ident: ref13
  doi: 10.1016/j.ijforecast.2006.03.001
– volume: 136
  start-page: 145
  year: 1989
  ident: ref14
  article-title: Information debugging for real-time power systems monitoring
  publication-title: IEE Proceedings C - Generation Transmission and Distribution
  doi: 10.1049/ip-c.1989.0021
– volume: 136
  start-page: 145
  year: 1989
  ident: ref6
  article-title: Information debugging for real-time power systems monitoring
  publication-title: IEE Proceedings C - Generation Transmission and Distribution
  doi: 10.1049/ip-c.1989.0021
– ident: ref1
  doi: 10.1109/TPWRS.2009.2030295
– ident: ref17
  doi: 10.1109/59.708645
– volume: 144
  start-page: 445
  year: 1998
  ident: ref16
  article-title: data visualization and identification of anomalies in power system state estimation using artificial neural networks
  publication-title: Proc Inst Elect Eng C
– ident: ref7
  doi: 10.1007/978-1-4615-4999-4
– volume: 57
  start-page: 25
  year: 2001
  ident: ref10
  article-title: revealing gross errors in critical measurements and sets via forecasting-aided state estimators
  publication-title: Int J Elect Power Syst Res
  doi: 10.1016/S0378-7796(00)00117-6
– ident: ref15
  doi: 10.1109/59.535702
– year: 1998
  ident: ref4
  publication-title: Forecasting Methods and Applications
– year: 2003
  ident: ref3
  publication-title: The Analysis of Time Series An Introduction
  doi: 10.4324/9780203491683
– volume: i
  start-page: 461
  year: 1993
  ident: ref12
  article-title: state forecasting based on artificial neural networks
  publication-title: Proc 5th Power Syst Computation Conf (PSCC)
– year: 2006
  ident: ref11
  publication-title: Implementation of the state estimation function in an energy management system
– ident: ref5
  doi: 10.1109/TPWRS.1987.4335300
– volume: ii
  start-page: 705
  year: 1993
  ident: ref2
  article-title: state estimation and short term load prediction as components of the power system security assessment
  publication-title: Proc 5th Power Syst Computation Conf (PSCC)
SSID ssj0006679
Score 2.2132528
Snippet This paper is the second part of a two-part paper addressing power system forecasting-aided state estimation. Part I presented a comprehensive survey on the...
SourceID proquest
crossref
ieee
SourceType Aggregation Database
Enrichment Source
Index Database
Publisher
StartPage 1678
SubjectTerms Covariance matrix
Energy management
Energy management system
Load forecasting
Load management
Medical services
Power system modeling
Power systems
Research and development
State estimation
state forecasting
Voltage
Title Forecasting-Aided State Estimation-Part II: Implementation
URI https://ieeexplore.ieee.org/document/5229212
https://www.proquest.com/docview/858799566
https://www.proquest.com/docview/21245672
https://www.proquest.com/docview/34985474
Volume 24
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://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV1LS8QwEA7qSQ--xfXZgzfNurZ57m0RRQVFdEVvJY8piNoVd_fir3eSdov4wltpJyQkk-RLM_N9hOzhnmBSaRjlwnvKPE-pLoyiBTfSc2ZDfkmItrgSZ3fs4oE_TJGDJhcGAGLwGbTDY7zL9wM3Dr_KDhEr6DRICk9LJapcrWbVFaLi1VOKU6V5Z5Ig09GH_ev7m9uKmjJFn04DwdOnTSiqqnxbiuP-crpALictq8JKntrjkW279y-kjf9t-iKZr4Fm0qs8Y4lMQblM5j7RD66QbtDldGYYIp9p79GDTyL2TE7wVZXSSK_RtZLz824SaYRf6kylcpX0T0_6x2e01lKgLuNiRI0VvLDZkTdcC1sI4YLapwDtNWBNICQ4wNkuHVjG8NAovXVZJtMCISVitjUyUw5KWCeJRgBUGDQGCMwyRgH3JpO-U6jCSSta5GjSt7mrecaD3MVzHs8bHZ3H8Qj6lzqvx6NF9psyrxXLxp_WK6GDG8u6b1tkczKEeT0Rh7niKlDeCWzWbvMVZ1C4FjElDMbDHIsiipTp7xYZ04ozyTZ-rniTzMY7ppihuEVmRm9j2EaoMrI70Uc_ADTy5bo
linkProvider IEEE
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV1Lb9NAEB5V7QE4tEBADSnUB26waWLvM7cKNUqgrSoIojdrH2OpgjqIJBd-fWfXjlXxEjfLnpVXs7O7n70z3wfwmvYEmyvLmZAhMB5EzkxlNauEVUFwF-tLYrbFpZx95u-vxfUOvO1qYRAxJZ_hMF6ms_yw9Jv4q-yEsILJo6TwnuCci6Zaq1t3pWyY9bQWTBsx2pbIjMzJ4urLx08NOWVOUZ1Hiqd721DSVfltMU47zPQALrZ9axJLvg43azf0P3-hbfzfzj-G_RZqZqdNbDyBHayfwqN7BIQ9mERlTm9XMfeZnd4EDFlCn9kZ3WqKGtkVBVc2n0-yRCR829Yq1c9gMT1bvJuxVk2B-ULINbNOisoV42CFka6S0ke9T4kmGKQ3oVTokea78ujIudyo4HxRqLwiUEmo7Tns1ssaDyEzBIEqS8aIkVvGahTBFiqMKl155WQfxlvflr5lGo-CF9_K9MUxMmUaj6iAacp2PPrwpmvzveHZ-Kd1Lzq4s2x924fBdgjLdiquSi10JL2T1K3j7inNoXgwYmtcblYlNSUcqfK_WxTcaMEVf_HnFx_Dg9ni4rw8n19-GMDDdOKU6hWPYHf9Y4MvCbis3asUr3diJekH
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=Forecasting-Aided+State+Estimation+-+Part+II%3A+Implementation&rft.jtitle=IEEE+transactions+on+power+systems&rft.au=Do+Coutto+Filho%2C+M.+B.&rft.au=Stacchini+de+Souza%2C+J.+C.&rft.au=Freund%2C+R+S&rft.date=2009-11-01&rft.issn=0885-8950&rft.volume=24&rft.issue=4&rft.spage=1678&rft.epage=1685&rft_id=info:doi/10.1109%2FTPWRS.2009.2030297&rft.externalDBID=NO_FULL_TEXT
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