DocumentCode
1182116
Title
Residential Load Shape Modelling Based on Customer Behavior
Author
Walker, C.F. ; Pokoski, J.L.
Author_Institution
Department of Electrical and Computer Engineering University of New Hampshire
Issue
7
fYear
1985
fDate
7/1/1985 12:00:00 AM
Firstpage
1703
Lastpage
1711
Abstract
A model of residential electric load is developed. It includes psychological factors which affect individual use of the various electrical appliances. Specifically, the concepts of an "availability" function which statistically estimates the number of people in a household available to use an appliance, and a "proclivity" function which gives the probability that an individual will use that appliance at any given time of day are developed. These functions are then used to drive "physical" models of the various appliances and these are incorporated into a "combined" model which is used to estimate load on a time of day basis. Results of a computer simulation of the model are compared to actual load test data.
Keywords
Data mining; Differential equations; Home appliances; Load modeling; Power system modeling; Psychology; Shape; Stochastic processes; Stochastic systems; Water heating;
fLanguage
English
Journal_Title
Power Apparatus and Systems, IEEE Transactions on
Publisher
ieee
ISSN
0018-9510
Type
jour
DOI
10.1109/TPAS.1985.319202
Filename
4113288
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