• DocumentCode
    1669532
  • Title

    Characterisation of the aggregated load patterns for extraurban residential customer groups

  • Author

    Cagni, Andrea ; Carpaneto, Enrico ; Chicco, Gianfranco ; Napoli, Roberto

  • Author_Institution
    Dipt. di Ingegneria Elettrica Ind., Politecnico di Torino, Italy
  • Volume
    3
  • fYear
    2004
  • Firstpage
    951
  • Abstract
    This paper reports on the results of a study carried out on the basis of information obtained from real case investigations on residential customer behaviour, lifestyle, and usage of the appliances. The aggregated load patterns of single-house customers have been first computed by using a bottom-up approach. Then, the time-dependent uncertainty of the aggregated load power has been assessed from simulations in function of the number of residential customers. Finally, a goodness-of-fit analysis has shown that a Gamma probability distribution, with parameters related to average value and standard deviation of the simulation results, satisfactorily represents the probability distribution of the load power at each time instant.
  • Keywords
    consumer behaviour; distribution networks; gamma distribution; load flow; power consumption; power system simulation; Gamma probability distribution; bottom-up approach; load diagrams; load patterns; load power; load shape; pattern aggregation; residential customer behaviour; standard deviation; Analytical models; Computational modeling; Demography; Distributed control; Energy management; Home appliances; Probability distribution; Shape; Substation automation; Uncertainty;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electrotechnical Conference, 2004. MELECON 2004. Proceedings of the 12th IEEE Mediterranean
  • Print_ISBN
    0-7803-8271-4
  • Type

    conf

  • DOI
    10.1109/MELCON.2004.1348210
  • Filename
    1348210