Cost-efficient data aggregation point placement for advanced metering infrastructure

This paper investigates the problem of placement of data aggregation points (DAPs) in advanced metering infrastructures (AMIs). The specific constraints are that DAPs are to be located on utility poles and that communication is done over wireless links. While the resulting optimization problem is an...

Full description

Saved in:
Bibliographic Details
Published in2014 IEEE International Conference on Smart Grid Communications (SmartGridComm) pp. 344 - 349
Main Authors Aalamifar, Fariba, Shirazi, Ghasem Naddafzadeh, Noori, Moslem, Lampe, Lutz
Format Conference Proceeding
LanguageEnglish
Published IEEE 01.11.2014
Subjects
Clustering algorithms
IEEE 802.15 Standards
Optimization
Smart grids
Smart meters
WiMAX
Online AccessGet full text
DOI10.1109/SmartGridComm.2014.7007670

Cover

Abstract This paper investigates the problem of placement of data aggregation points (DAPs) in advanced metering infrastructures (AMIs). The specific constraints are that DAPs are to be located on utility poles and that communication is done over wireless links. While the resulting optimization problem is an integer program, we propose to adapt the K-means algorithm to obtain an efficient and less-complex method to solve the DAP placement problem. Simulations of the developed optimization method illustrate the effects of smart-meter density and communication range on the selection of DAP locations.
AbstractList This paper investigates the problem of placement of data aggregation points (DAPs) in advanced metering infrastructures (AMIs). The specific constraints are that DAPs are to be located on utility poles and that communication is done over wireless links. While the resulting optimization problem is an integer program, we propose to adapt the K-means algorithm to obtain an efficient and less-complex method to solve the DAP placement problem. Simulations of the developed optimization method illustrate the effects of smart-meter density and communication range on the selection of DAP locations.
Author Noori, Moslem
Lampe, Lutz
Shirazi, Ghasem Naddafzadeh
Aalamifar, Fariba
Author_xml – sequence: 1
  givenname: Fariba
  surname: Aalamifar
  fullname: Aalamifar, Fariba
  email: faribaa@ece.ubc.ca
  organization: Dept. of Electr. & Comput. Eng., Univ. of British Columbia, Vancouver, BC, Canada
– sequence: 2
  givenname: Ghasem Naddafzadeh
  surname: Shirazi
  fullname: Shirazi, Ghasem Naddafzadeh
  email: naddaf@ece.ubc.ca
  organization: Dept. of Electr. & Comput. Eng., Univ. of British Columbia, Vancouver, BC, Canada
– sequence: 3
  givenname: Moslem
  surname: Noori
  fullname: Noori, Moslem
  email: moslem@ece.ubc.ca
  organization: Dept. of Electr. & Comput. Eng., Univ. of British Columbia, Vancouver, BC, Canada
– sequence: 4
  givenname: Lutz
  surname: Lampe
  fullname: Lampe, Lutz
  email: lampe@ece.ubc.ca
  organization: Dept. of Electr. & Comput. Eng., Univ. of British Columbia, Vancouver, BC, Canada
BookMark eNotj8FKxDAURSPoQsf5AjfBfWvSpM1kKUXHgQEXdj-8JC8lME1KmhH8eyvO6sLlci7ngdzGFJGQZ85qzpl--Zogl30Ork_TVDeMy1oxpjrFbshWqx2XSmuphWzuydCnpVTofbABY6EOClAYx4wjlJAinVNY6_kMFqe_gU-ZgvuGaNHRCQvmEEcaos-wlHyx5ZLxkdx5OC-4veaGDO9vQ_9RHT_3h_71WAXN1lPjOubAGiEY1055y1tpmlYy5xVq5M7sbIdS6o7JppNcSAMaRaNsa4QEsSFP_9iAiKc5h9X753RVFb9SnFLg
ContentType Conference Proceeding
DBID 6IE
6IL
CBEJK
RIE
RIL
DOI 10.1109/SmartGridComm.2014.7007670
DatabaseName IEEE Electronic Library (IEL) Conference Proceedings
IEEE Proceedings Order Plan All Online (POP All Online) 1998-present by volume
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://proxy.k.utb.cz/login?url=https://ieeexplore.ieee.org/
  sourceTypes: Publisher
DeliveryMethod fulltext_linktorsrc
EISBN 9781479949342
1479949345
EndPage 349
ExternalDocumentID 7007670
Genre orig-research
GroupedDBID 6IE
6IL
CBEJK
RIE
RIL
ID FETCH-LOGICAL-i90t-ebd60dacb33019d7fc154b2540df7e9e1db8c6e449604264134ba9e327c5b34a3
IEDL.DBID RIE
IngestDate Thu Jun 29 18:35:59 EDT 2023
IsPeerReviewed false
IsScholarly false
Language English
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-i90t-ebd60dacb33019d7fc154b2540df7e9e1db8c6e449604264134ba9e327c5b34a3
PageCount 6
ParticipantIDs ieee_primary_7007670
PublicationCentury 2000
PublicationDate 2014-Nov.
PublicationDateYYYYMMDD 2014-11-01
PublicationDate_xml – month: 11
  year: 2014
  text: 2014-Nov.
PublicationDecade 2010
PublicationTitle 2014 IEEE International Conference on Smart Grid Communications (SmartGridComm)
PublicationTitleAbbrev SmartGridComm
PublicationYear 2014
Publisher IEEE
Publisher_xml – name: IEEE
Score 1.6833882
Snippet This paper investigates the problem of placement of data aggregation points (DAPs) in advanced metering infrastructures (AMIs). The specific constraints are...
SourceID ieee
SourceType Publisher
StartPage 344
SubjectTerms Clustering algorithms
IEEE 802.15 Standards
Optimization
Smart grids
Smart meters
WiMAX
Title Cost-efficient data aggregation point placement for advanced metering infrastructure
URI https://ieeexplore.ieee.org/document/7007670
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV1NTwIxEG2Qkyc1YPxODx7dhaXdlp6JSkwwJmLCjXTaWUIMLEG4-OuddheMxoO3pkk7uzPdzMzOm1fGbqV2gcTbJE5AnshCyaQPhkYWC6nBIcTq-ehZDd_k0ySfNNjdvhcGESP4DNMwjLV8X7pt-FXW0aFupClBP6BjVvVq1TyiJK7zuiBlP67nPrRWBNCWTOsFP25OiY7j4YiNdiIrvMh7ut1A6j5_sTH-95mOWfu7RY-_7J3PCWvgssXGg_Jjk2BkhaBVPMA_uZ1RSj2LBuCrck7TEYcVtuUUsfIdCoAvAjKGNuN06Na2IpbdrrHNxg_348Ewqa9NSOamS0LAq663DgR9u8brwlGUBJQHdn2h0WDmoe8UShloWSgcyoQEa1D0tMtBSCtOWXNZLvGMcdUzed_7zMrMSa8ceCmcLiDwdqHpqXPWCgqZripijGmti4u_py_ZYTBK1ch3xZr0GnhNHn0DN9GUX_ZwpdY
linkProvider IEEE
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV3dT8IwEG8IPuiTGjB-2wcf3WCsa-kzEVGBmDgT3kg_boQYNoLw4l_vtRsYjQ--NU3a2-663N3ud78ScsuEcSTeMjCxTgKWcRZ0tcSRgowJbUD76vlozAdv7GmSTGrkbtcLAwAefAahG_pavi3Mxv0qawlXNxKYoO-h32dJ2a1VMYmiwNbrAtX9sJpb11zhYFssrJb8uDvFu47-IRlthZaIkfdws9ah-fzFx_jfpzoize8mPfqycz_HpAZ5g6S94mMdgOeFwFXUAUCpmmFSPfMmoMtijtMeieW2pRiz0i0OgC4cNgY3o3jsVqqklt2soEnS_n3aGwTVxQnBXLZRiLa8bZXRMX690orMYJykMRNs20yAhMjqruHAmCNmwYAoiplWEuKOMImOmYpPSD0vcjgllHdk0rU2UiwyzHKjLYuNyLRj7gLZ4Wek4RQyXZbUGNNKF-d_T9-Q_UE6Gk6Hj-PnC3LgDFS29V2SOr4SXKF_X-trb9Yv0HmpIw
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=2014+IEEE+International+Conference+on+Smart+Grid+Communications+%28SmartGridComm%29&rft.atitle=Cost-efficient+data+aggregation+point+placement+for+advanced+metering+infrastructure&rft.au=Aalamifar%2C+Fariba&rft.au=Shirazi%2C+Ghasem+Naddafzadeh&rft.au=Noori%2C+Moslem&rft.au=Lampe%2C+Lutz&rft.date=2014-11-01&rft.pub=IEEE&rft.spage=344&rft.epage=349&rft_id=info:doi/10.1109%2FSmartGridComm.2014.7007670&rft.externalDocID=7007670