Title :
A Novel Scheme of Load Forecasting pertaining to long term Planning of a distribution system
Author :
Chaturvedi, A. ; Murthy, M.B.R. ; Ranjan, R. ; Prasad, K.
Author_Institution :
Fac. of Eng. & Technol., Multimedia Univ., Melaka
Abstract :
In this paper, a novel approach is proposed to address the load-forecasting and expansion-planning process focused on long-range aspects. Depending upon land-use, five different user classes are considered. The existence of these classes and their associated boundaries are modeled with trapezoidal distribution. To find the relative share of one particular user class with remaining classes, a class composition vector is proposed. Further, dividing all the area segments into small square shaped cells of 40-acre size, the small area growth trend is estimated with \´S-shaped\´ curve for 20-year period. Here a piece-wise linear model is used to model the growth ramp segment of "S-shaped" growth characteristic. Finally two indices are proposed, one to estimate the new load demand, and other index to estimate the growth. The results obtained match the typical growth trend of different user classes for a practical distribution system.
Keywords :
load forecasting; piecewise linear techniques; power distribution planning; statistical distributions; S-shaped curve; S-shaped growth characteristic; class composition vector; distribution system; expansion-planning process; growth ramp segment; load demand; load forecasting; load growth; long term planning; piece-wise linear model; trapezoidal distribution; user classes; Electronic mail; Engineering management; Geography; Information science; Load forecasting; Multimedia systems; Predictive models; Process planning; Technology management; Technology planning; Load forecasting; S-curve; land-use; load growth;
Conference_Titel :
TENCON 2005 2005 IEEE Region 10
Conference_Location :
Melbourne, Qld.
Print_ISBN :
0-7803-9311-2
Electronic_ISBN :
0-7803-9312-0
DOI :
10.1109/TENCON.2005.301338