A New Approach to Load Forecasting: Using Semi-parametric Method and Neural Networks

A new approach to electrical load forecasting is investigated. The method is based on the semi-parametric spectral estimation method that is used to decompose a signal into a harmonic linear signal model and a non-linear part. A neural network is then used to predict the non-linear part. The final p...

Ausführliche Beschreibung

Bibliographische Detailangaben

Hauptverfasser:	Ukil, Abhisek, Jordaan, Jaco
Format:	Tagungsbericht
Sprache:	eng
Schlagworte:	Applied sciences Artificial intelligence Auto Regressive Complex Conjugate Pair Computer science control theory systems Connectionism. Neural networks Exact sciences and technology Load Forecast Neural Network Toolbox Power System
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!