Probabilistic Hourly Load Forecasting Using Additive Quantile Regression Models

Short-term hourly load forecasting in South Africa using additive quantile regression (AQR) models is discussed in this study. The modelling approach allows for easy interpretability and accounting for residual autocorrelation in the joint modelling of hourly electricity data. A comparative analysis...

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Bibliographic Details
Main Authors: Caston Sigauke, Murendeni Maurel Nemukula, Daniel Maposa
Format: Article
Language:English
Published: MDPI AG 2018-08-01
Series:Energies
Subjects:
Online Access:http://www.mdpi.com/1996-1073/11/9/2208