Back to Search Start Over

Next-Day Load Curve Forecasting Using Neural Network Based on Similarity.

Authors :
Senjyu, Tomonobu
Sakihara, Hirokazu
Tamaki, Yoshinori
Uezato, Katsumi
Source :
Electric Power Components & Systems; Oct2001, Vol. 29 Issue 10, p939-948, 10p, 3 Diagrams, 1 Chart, 6 Graphs
Publication Year :
2001

Abstract

In this paper, we propose a neural network approach for next day load curve forecasting based on similarity. The proposed method has the advantage of dealing with not only the nonlinear part of load curve but also with weekend and special day features. The proposed neural network is used to modify the load curve of a similar day by using temperature information. The suitability of the proposed approach is illustrated through an application to actual load data of Okinawa Electric Power Company in Japan. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
15325008
Volume :
29
Issue :
10
Database :
Complementary Index
Journal :
Electric Power Components & Systems
Publication Type :
Academic Journal
Accession number :
5523337
Full Text :
https://doi.org/10.1080/15325000152646541