Stochastic simulation of covariance matrix and power load curves in electric distribution networks
Автор: Shulgin Ivan V., Gerasimenko Aleksey A., Quan Zhou Su
Журнал: Журнал Сибирского федерального университета. Серия: Техника и технологии @technologies-sfu
Статья в выпуске: 1 т.5, 2012 года.
Бесплатный доступ
An algorithm of stochastic simulation of covariance matrix and nodal power load curves is developed for electric distribution networks based on factor analysis. Statistical stability of factor power load model is confirmed. Application of this model is able to identify a general regularity of nodal power changing, and to simplify the analysis of multivariate operating conditions in operational problems of electric distribution networks and their optimization.
Stochastic simulation, electric power load, covariance matrix, electric distribution network, principal component analysis, energy losses, operating condition optimization
Короткий адрес: https://sciup.org/146114629
IDR: 146114629
