• DocumentCode
    3631534
  • Title

    Modelling of energy use patterns in the residential sector using linguistic variables

  • Author

    G. Michalik;W. Mielczarski

  • Author_Institution
    Centre for Electr. Power Eng., Monash Univ., Clayton, Vic., Australia
  • fYear
    1996
  • Firstpage
    278
  • Lastpage
    282
  • Abstract
    This paper presents some results from a project aimed at the development of characteristic patterns of energy use based on structural models of energy consumption. The structure of the models developed allows an analysis of demand side management (DSM) impact and future demand. This paper is focused on the application of fuzzy filters in transferring linguistic variables expressed in terms of common words into mathematical operators. These linguistic variables appear when customers describe their behaviour and life styles. The fuzzy filters used not only transfer linguistic variables into computerised forms but they also map uncertainty from linguistic data into filter parameters.
  • Keywords
    "Load modeling","Uncertainty","Home appliances","Filters","Shape measurement","Educational institutions","Energy consumption","Psychology","Power engineering","Australia"
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Systems Applications to Power Systems, 1996. Proceedings, ISAP ´96., International Conference on
  • Print_ISBN
    0-7803-3115-X
  • Type

    conf

  • DOI
    10.1109/ISAP.1996.501082
  • Filename
    501082