Sr. Huang, APPLICATION OF OPTIMUM STRATIFIED SAMPLING AND SEPARATE RATIO ESTIMATION IN STOCHASTIC COPPER LOSS OF TRANSMISSION-SYSTEM EVALUATION, IEE proceedings. Generation, transmission and distribution, 144(2), 1997, pp. 207-212
A combined Monte Carlo and optimum stratified sampling method is prese
nted to better estimate copper loss of a transmission system during a
prespecified future period. This design seeks to enhance the precision
of copper loss of transmission system estimation, while reducing comp
utation time. The techniques included are optimum stratified sampling
and separate ratio estimation. The optimum stratification rule aims to
remove any judgmental input and to render the stratification process
entirely mechanistic. The estimator, provided by ratio statistics of t
he sample, can avoid identification of the regression model and thus s
ave computation time. The effectiveness of precision improvement is de
monstrated.