Martín Gastón, Laura Frías-Paredes, Carlos Fernández-Peruchena and Fermín Mallor
Type of presentation
WP4: Weather forecasting and measurement for renewable energy predictability
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.
|the temporal distortion index tdi a new procedure to analyze solar radiation forecasts||Download|