The Temporal Distortion Index (TDI). A new procedure to analyze solar radiation forecasts.

By 07/07/2016

Martín Gastón, Laura Frías-Paredes, Carlos Fernández-Peruchena and Fermín Mallor

Type of presentation


PreFlexMS workpackage

WP4: Weather forecasting and measurement for renewable energy predictability

Brief description

A new point of view to evaluate prediction models is presented in this work. It is captured by mean of a novelty dissimilarity measure among time series, the Temporal Distortion Index (TDI), which compiles a new methodology to evaluate and control the solar radiation prediction models. This methodology complements the traditional verification measures found in the literature by adding the evaluation of the impact that time misalignments produces in the forecast accuracy.

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Create Date07/07/2016
Last Updated07/07/2016