A BOTTOM-UP APPROACH TO RESIDENTIAL LOAD MODELING

被引：335

作者：

CAPASSO, A ^{[1
]}

GRATTIERI, W ^{[1
]}

LAMEDICA, R ^{[1
]}

PRUDENZI, A ^{[1
]}

机构：

[1] CREL, ENEL, MILAN, ITALY

来源：

IEEE TRANSACTIONS ON POWER SYSTEMS | 1994年 / 9卷 / 02期

关键词：

Electric power systems;

D O I：

10.1109/59.317650

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

A model of electric residential end-use is proposed for establishing the load diagram of an area by a process of synthesis. The model follows a ''bottom-up'' approach, allowing construction of the relative load shape of the area, starting from knowledge of its most relevant socioeconomic and demographic characteristics, Unitary Energy Consumption (UEC) and the load profiles of individual household appliances. Several probability functions have been introduced in order to cover the close relationship existing between the demand of residential customers and the psychological and behavioral factors typical of the household; the model makes frequent use of the latter through a Montecarlo extraction process. The model has been applied for the simulation of a residential area where field measurements of power demand had been made at 15-minute intervals and a combined-mail survey had been conducted to investigate household energy usage. The paper reports the results of a comparison between recorded and predicted load profiles.

引用

页码：957 / 964

页数：8