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 proceedingConference contribution

24 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 languageEnglish
Title of host publicationTransmission and Distribution Conference and Exposition
Subtitle of host publicationAsia and Pacific, T and D Asia 2009
DOIs
Publication statusPublished - 2009 Dec 16
EventTransmission and Distribution Conference and Exposition: Asia and Pacific, T and D Asia 2009 - Seoul, Korea, Republic of
Duration: 2009 Oct 262009 Oct 30

Publication series

NameTransmission and Distribution Conference and Exposition: Asia and Pacific, T and D Asia 2009

Other

OtherTransmission and Distribution Conference and Exposition: Asia and Pacific, T and D Asia 2009
CountryKorea, Republic of
CitySeoul
Period09/10/2609/10/30

Keywords

  • Customer baseline load
  • Demand response
  • Exponential smoothing
  • Weather adjustment

ASJC Scopus subject areas

  • Energy Engineering and Power Technology
  • Fuel Technology

Fingerprint Dive into the research topics of 'Customer baseline load (CBL) Calculation using exponential smoothing model with weather adjustment'. Together they form a unique fingerprint.

  • 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 [5356984] (Transmission and Distribution Conference and Exposition: Asia and Pacific, T and D Asia 2009). https://doi.org/10.1109/TD-ASIA.2009.5356984