• DocumentCode
    679004
  • Title

    Detection of street lighting bulbs information to minimize commercial losses

  • Author

    Soares, G.M. ; Almeida, A.G.B. ; Mendes, R.M. ; Teixeira, E.C. ; Braga, Henrique A. C. ; Machado, M.N. ; Broetto, R.S. ; Castro, M.V.H.B. ; Filho, H. O. Gomes ; Varejao, Flavio M. ; Filho, J. G. Pereira ; Candeia, A.B. ; Sousa, R.A.A.

  • Author_Institution
    Modern Lighting Res. Group (NIMO), Univ. Fed. de Juiz de Fora, Juiz de Fora, Brazil
  • fYear
    2013
  • fDate
    3-5 Dec. 2013
  • Firstpage
    895
  • Lastpage
    900
  • Abstract
    This paper introduces a computational methodology developed to extract information about public lighting points. The objective is to give electricity companies exact information about the actual luminaries and bulbs installed on the lighting poles, thus minimizing commercial losses. The developed electronic system, that incorporates hardware and software elements, is discussed, as well as a theoretical background concerning spectrum signature detection and the computational intelligence employed to classify lamp classes and wattages. First experimental results obtained from the devised system are presented.
  • Keywords
    electric sensing devices; lamps; losses; street lighting; commercial loss minimization; computational intelligence; electricity company; electronic system; information extraction; lamp classification; lighting pole; luminaries; public lighting point; spectrum signature detection; street lighting bulb information detection; wattage; Classification algorithms; Companies; Lighting; Sensitivity; Sensor systems; Training; classifier; commercial losses; data acquisition system; light sensors; public lighting;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Sensing Technology (ICST), 2013 Seventh International Conference on
  • Conference_Location
    Wellington
  • ISSN
    2156-8065
  • Print_ISBN
    978-1-4673-5220-8
  • Type

    conf

  • DOI
    10.1109/ICSensT.2013.6727779
  • Filename
    6727779