Customer baseline load (CBL) Calculation using exponential smoothing model with weather adjustment

Young Min Wi; Ji Hui Kim; Sung Kwan Joo; Jong Bae Park; Jae Chul Oh

doi:10.1109/TD-ASIA.2009.5356984

Customer baseline load (CBL) Calculation using exponential smoothing model with weather adjustment

Young Min Wi, Ji Hui Kim, Sung Kwan Joo, Jong Bae Park, Jae Chul Oh

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

32 Citations (Scopus)

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.

Original language	English
Title of host publication	Transmission and Distribution Conference and Exposition
Subtitle of host publication	Asia and Pacific, T and D Asia 2009
DOIs	https://doi.org/10.1109/TD-ASIA.2009.5356984
Publication status	Published - 2009 Dec 16
Event	Transmission and Distribution Conference and Exposition: Asia and Pacific, T and D Asia 2009 - Seoul, Korea, Republic of Duration: 2009 Oct 26 → 2009 Oct 30

Publication series

Name	Transmission and Distribution Conference and Exposition: Asia and Pacific, T and D Asia 2009

Other

Other	Transmission and Distribution Conference and Exposition: Asia and Pacific, T and D Asia 2009
Country/Territory	Korea, Republic of
City	Seoul
Period	09/10/26 → 09/10/30

Keywords

Customer baseline load
Demand response
Exponential smoothing
Weather adjustment

ASJC Scopus subject areas

Energy Engineering and Power Technology
Fuel Technology

Access to Document

10.1109/TD-ASIA.2009.5356984

Cite this

Wi, Y. M., Kim, J. H., Joo, S. K., Park, J. B., & Oh, J. C. (2009). Customer baseline load (CBL) Calculation using exponential smoothing model with weather adjustment. In Transmission and Distribution Conference and Exposition: Asia and Pacific, T and D Asia 2009 Article 5356984 (Transmission and Distribution Conference and Exposition: Asia and Pacific, T and D Asia 2009). https://doi.org/10.1109/TD-ASIA.2009.5356984

Customer baseline load (CBL) Calculation using exponential smoothing model with weather adjustment. / Wi, Young Min; Kim, Ji Hui; Joo, Sung Kwan et al.
Transmission and Distribution Conference and Exposition: Asia and Pacific, T and D Asia 2009. 2009. 5356984 (Transmission and Distribution Conference and Exposition: Asia and Pacific, T and D Asia 2009).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Wi, YM, Kim, JH, Joo, SK, Park, JB & Oh, JC 2009, Customer baseline load (CBL) Calculation using exponential smoothing model with weather adjustment. in Transmission and Distribution Conference and Exposition: Asia and Pacific, T and D Asia 2009., 5356984, Transmission and Distribution Conference and Exposition: Asia and Pacific, T and D Asia 2009, Transmission and Distribution Conference and Exposition: Asia and Pacific, T and D Asia 2009, Seoul, Korea, Republic of, 09/10/26. https://doi.org/10.1109/TD-ASIA.2009.5356984

Wi YM, Kim JH, Joo SK, Park JB, Oh JC. Customer baseline load (CBL) Calculation using exponential smoothing model with weather adjustment. In Transmission and Distribution Conference and Exposition: Asia and Pacific, T and D Asia 2009. 2009. 5356984. (Transmission and Distribution Conference and Exposition: Asia and Pacific, T and D Asia 2009). doi: 10.1109/TD-ASIA.2009.5356984

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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.",

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PY - 2009/12/16

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N2 - 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.

AB - 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.

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Customer baseline load (CBL) Calculation using exponential smoothing model with weather adjustment

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Keywords

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