GEOSTATISTICALLY BASED METHODS FOR ELECTRICITY LOAD ANALYSIS AND FORECASTING (PREPRINT IBRAE-2000-09)

Preprint IBRAE-2000-09

Savelieva E., Kanevski M., Kravetski A., Ogar V. 

In this work some geostatistically based methods are applied to short term and middle term electricity load forecasting. Application of such methods as ordinary kriging, sequential Gaussian simulations, simulated annealing, MLP prediction can be found there. Advantages and disadvantages of application of these methods for 1-dimensional time data are analyzed. 

Bibliographical reference

Savelieva E., Kanevski M., Kravetski A., Ogar V. GEOSTATISTICALLY BASED METHODS FOR ELECTRICITY LOAD ANALYSIS AND FORECASTING. Preprint IBRAE-2000-09. Moscow: Nuclear Safety Institute. December 2000. 26 p. — Refs.: 15 items.