Mobile QR Code QR CODE : The Transactions of the Korean Institute of Electrical Engineers
Title Error Correction Algorithm based Radial Basis Function Network for Daily Peak Electric Load Forecasting
Authors 정희명(Hee-Myung Jeong) ; 김규한(Kyu-Han Kim) ; 박준호(June Ho Park)
DOI http://doi.org/10.5370/KIEE.2019.68.2.221
Page pp.221-227
ISSN 1975-8359
Keywords Radial basis function network ; Error correction algorithm ; Daily peak load forecasting
Abstract In this study the error correction algorithm base Radial Basis Function network was proposed as a novel approach to forecast daily peak electric load more accurately. 2014-2016 KOREA dataset was employed to evaluate and validate the proposed approach. Obtained results were compared with feedforward network. This study showed that the proposed approach can be applied to forecast daily peak electric load effectively.