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
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;
Conference_Titel :
Electrotechnical Conference, 2004. MELECON 2004. Proceedings of the 12th IEEE Mediterranean
Print_ISBN :
0-7803-8271-4
DOI :
10.1109/MELCON.2004.1348210