TY - JOUR
T1 - A study on the mid-long term load forecasting method for power distribution planning
AU - Cho, Jintae
AU - Kim, Hongjoo
AU - Ryu, Hosung
AU - Yoon, Yeunggurl
AU - Choi, Sungyun
N1 - Funding Information:
This work was supported by the KEPCO Research Institute under the project entitled by “A Research of Advanced Distribution Planning System for Mid-Long term (R20DA16)”.
Publisher Copyright:
Copyright © The Korean Institute of Electrical Engineers.
PY - 2021/9
Y1 - 2021/9
N2 - This paper explained a mid-long term load forecasting that can reflect the pattern of increasing loads when is planning the installation of lines and facilities in terms of distribution system. In the case of mid-long term models, unlike short-term models, additional social and economic variables are needed, so input variables should be selected through data analysis on input and output relationships. Then, this paper investigated existing used load forecasting models and analyzed the strengths and weaknesses of them. Finally, this paper proposed a method of load forecasting mode for mid-long term distribution planning.
AB - This paper explained a mid-long term load forecasting that can reflect the pattern of increasing loads when is planning the installation of lines and facilities in terms of distribution system. In the case of mid-long term models, unlike short-term models, additional social and economic variables are needed, so input variables should be selected through data analysis on input and output relationships. Then, this paper investigated existing used load forecasting models and analyzed the strengths and weaknesses of them. Finally, this paper proposed a method of load forecasting mode for mid-long term distribution planning.
KW - Distribution planning
KW - Ensemble model
KW - Mid to long term load forecasting
KW - Spatial load allocation
UR - http://www.scopus.com/inward/record.url?scp=85115064903&partnerID=8YFLogxK
U2 - 10.5370/KIEE.2021.70.9.1239
DO - 10.5370/KIEE.2021.70.9.1239
M3 - Article
AN - SCOPUS:85115064903
SN - 1975-8359
VL - 70
SP - 1239
EP - 1247
JO - Transactions of the Korean Institute of Electrical Engineers
JF - Transactions of the Korean Institute of Electrical Engineers
IS - 9
ER -