Title :
Spatial load forecasting model for electrical distribution planning
Author :
Hwang, Kab Ju ; Kim, Gwang Won
Author_Institution :
Sch. of Electr. Eng., Ulsan Univ., South Korea
fDate :
26 June-3 July 2004
Abstract :
This paper suggests a long-term distribution area load forecasting algorithm which offers basic data for power distribution system planning. To build the forecasting model, 4-level hierarchical spatial structure is introduced: nation, region, area, and S/S(substation). And, each spatial load can be decided proportional to its portion in the higher level. This paper introduces the horizon year demands to improve the forecasting results. And, this paper also suggests an effective load transfer algorithm to improve forecasting stability in case of new or stopped substations.
Keywords :
load forecasting; power distribution planning; electrical distribution planning; load demand; load transfer algorithm; spatial load forecasting model; Demand forecasting; Econometrics; Economic forecasting; Load forecasting; Load modeling; Power demand; Power generation economics; Power system modeling; Predictive models; Substations;
Conference_Titel :
Science and Technology, 2004. KORUS 2004. Proceedings. The 8th Russian-Korean International Symposium on
Print_ISBN :
0-7803-8383-4
DOI :
10.1109/KORUS.2004.1555331