Matches in SemOpenAlex for { <https://semopenalex.org/work/W2469734051> ?p ?o ?g. }
- W2469734051 endingPage "111" @default.
- W2469734051 startingPage "78" @default.
- W2469734051 abstract "Variability of solar resource poses difficulties in grid management as solar penetration rates rise continuously. Thus, the task of solar power forecasting becomes crucial to ensure grid stability and to enable an optimal unit commitment and economical dispatch. Several forecast horizons can be identified, spanning from a few seconds to days or weeks ahead, as well as spatial horizons, from single site to regional forecasts. New techniques and approaches arise worldwide each year to improve accuracy of models with the ultimate goal of reducing uncertainty in the predictions. This paper appears with the aim of compiling a large part of the knowledge about solar power forecasting, focusing on the latest advancements and future trends. Firstly, the motivation to achieve an accurate forecast is presented with the analysis of the economic implications it may have. It is followed by a summary of the main techniques used to issue the predictions. Then, the benefits of point/regional forecasts and deterministic/probabilistic forecasts are discussed. It has been observed that most recent papers highlight the importance of probabilistic predictions and they incorporate an economic assessment of the impact of the accuracy of the forecasts on the grid. Later on, a classification of authors according to forecast horizons and origin of inputs is presented, which represents the most up-to-date compilation of solar power forecasting studies. Finally, all the different metrics used by the researchers have been collected and some remarks for enabling a fair comparison among studies have been stated." @default.
- W2469734051 created "2016-07-22" @default.
- W2469734051 creator A5001489546 @default.
- W2469734051 creator A5007177418 @default.
- W2469734051 creator A5017407864 @default.
- W2469734051 creator A5019283246 @default.
- W2469734051 creator A5028480877 @default.
- W2469734051 creator A5028521981 @default.
- W2469734051 date "2016-10-01" @default.
- W2469734051 modified "2023-10-18" @default.
- W2469734051 title "Review of photovoltaic power forecasting" @default.
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