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
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