论文信息 - Probability distributions of the aggregated residential load

Probability distributions of the aggregated residential load

This paper deals with the characterization of the probability distributions of the aggregated residential load. A detailed statistical study has been performed on a set of data referred to single-house extra-urban customers, in order to assess the time evolution of the average value and standard deviation of the aggregated load and its possible representation with some typical probability distributions. The results have shown that the aggregated residential load data can be satisfactorily represented by using a Gamma probability distribution with parameters variable in function of time and number of customers

G. Chicco | E. Carpaneto | G. Chicco | E. Carpaneto

[1] J. Ross,et al. Whole-House Measurements of Standby Power Consumption , 2000 .

[2] C. F. Walker,et al. Residential Load Shape Modelling Based on Customer Behavior , 1985, IEEE Transactions on Power Apparatus and Systems.

[3] Alan Meier,et al. Energy use of televisions and video cassette recorders in the U.S. , 1999 .

[4] Irvin C. Schick,et al. Residential end-use load shape estimation from whole-house metered data , 1988 .

[5] G. Chicco,et al. Characterisation of the aggregated load patterns for extraurban residential customer groups , 2004, Proceedings of the 12th IEEE Mediterranean Electrotechnical Conference (IEEE Cat. No.04CH37521).

[6] R. Herman,et al. The statistical description of grouped domestic electrical load currents , 1993 .

[7] Regina Lamedica,et al. A bottom-up approach to residential load modeling , 1994 .