A hybrid fuzzy modeling method for short-term load forecasting

Authors
Mastorocostas, PA Theocharis, JB Kiartzis, SJ Bakirtzis, AG
Citation
Pa. Mastorocostas et al., A hybrid fuzzy modeling method for short-term load forecasting, MATH COMP S, 51(3-4), 2000, pp. 221-232
Citations number
21
Categorie Soggetti
Engineering Mathematics
Journal title
MATHEMATICS AND COMPUTERS IN SIMULATION
ISSN journal
03784754 → ACNP
Volume
51
Issue
3-4
Year of publication
2000
Pages
221 - 232
Database
ISI
SICI code
0378-4754(200001)51:3-4<221:AHFMMF>2.0.ZU;2-3
Abstract
This paper presents the development of a hybrid fuzzy modeling method for s hort-term load forecasting. The new approach employs the orthogonal least s quares method to create the fuzzy model and a constrained optimization algo rithm to perform the parameter learning. The proposed model is tested using data of the Greek power system, while load forecasts with satisfying accur acy are reported. (C) 2000 IMACS/Elsevier Science B.V. All rights reserved.