Title :
Customer baseline load (CBL) calculation using exponential smoothing model with weather adjustment
Author :
Wi, Young-Min ; Kim, Ji-Hui ; Joo, Sung-Kwan ; Park, Jong-Bae ; Oh, Jae-Chul
Author_Institution :
Dept. of Electr. Eng., Korea Univ., Seoul, South Korea
Abstract :
This paper proposes CBL calculation method that uses exponential smoothing model with weather adjustment multiplicative. It can estimate the daily electric load patterns of customers who participate in a demand response program. The proposed method is designed to estimate CBL using exponential smoothing model. The proposed method adopts weather adjustment for compensating CBL because the weather has strong influence on CBL. The numerical test results show that the proposed method can improve the accuracy of CBL.
Keywords :
load flow; load forecasting; smoothing methods; customer baseline load; daily electric load patterns; demand response program; exponential smoothing; weather adjustment; Asia; Design methodology; Electric variables measurement; Load management; Power system measurements; Research and development; Smoothing methods; Testing; Customer Baseline Load; Demand Response; Exponential Smoothing; Weather Adjustment;
Conference_Titel :
Transmission & Distribution Conference & Exposition: Asia and Pacific, 2009
Conference_Location :
Seoul
Print_ISBN :
978-1-4244-5230-9
Electronic_ISBN :
978-1-4244-5230-9
DOI :
10.1109/TD-ASIA.2009.5356984