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On the Use of Functional Additive Models for Electricity Demand and Price Prediction | IEEE Journals & Magazine | IEEE Xplore

On the Use of Functional Additive Models for Electricity Demand and Price Prediction


Observed and predicted demand curves for the week November 26-December 2.

Abstract:

This paper presents an application of functional additive models in the context of electricity demand and price prediction. Data from the Spanish electricity market are u...Show More

Abstract:

This paper presents an application of functional additive models in the context of electricity demand and price prediction. Data from the Spanish electricity market are used to obtain the pointwise predictions. Also prediction intervals, based on a bootstrap procedure, are computed. This approach is compared with the use of other functional regression methods applied to the same data set by Aneiros et al. (2016).
Observed and predicted demand curves for the week November 26-December 2.
Published in: IEEE Access ( Volume: 6)
Page(s): 9603 - 9613
Date of Publication: 13 February 2018
Electronic ISSN: 2169-3536

Funding Agency:


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