Operational solar forecasting for grid integration: Standards, challenges, and outlook
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Title
Operational solar forecasting for grid integration: Standards, challenges, and outlook
Authors
Keywords
Grid integration, Predictability, Forecast downscaling, Hierarchical forecasting, China grid-integration policy
Journal
SOLAR ENERGY
Volume 224, Issue -, Pages 930-937
Publisher
Elsevier BV
Online
2021-06-30
DOI
10.1016/j.solener.2021.04.002
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- (2019) Xixi Sun et al. RENEWABLE & SUSTAINABLE ENERGY REVIEWS
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- (2017) George Athanasopoulos et al. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH
- The climate of the European Alps: Shift of very high resolution Köppen-Geiger climate zones 1800–2100
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- Fast computation of reconciled forecasts for hierarchical and grouped time series
- (2016) Rob J. Hyndman et al. COMPUTATIONAL STATISTICS & DATA ANALYSIS
- Benefits of solar forecasting for energy imbalance markets
- (2016) Amanpreet Kaur et al. RENEWABLE ENERGY
- An analog ensemble for short-term probabilistic solar power forecast
- (2015) S. Alessandrini et al. APPLIED ENERGY
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- Trust, Trustworthiness, and Information Sharing in Supply Chains Bridging China and the United States
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