journal article·2022-01Open access

The WRF-Solar Ensemble Prediction System to Provide Solar Irradiance Probabilistic Forecasts

Ju-Hye Kim, Pedro Jimenez Munoz, Manajit Sengupta, Jaemo Yang, Jimy Dudhia, Stefano Alessandrini, Yu Xie

IEEE Journal of Photovoltaics· Volume 12· Issue 1

Abstract

In this study, we introduce the recently developed WRF-solar ensemble prediction system and a calibration method. The performances of forecast models are evaluated using the National Solar Radiation Database observational analysis for day-ahead solar irradiance predictions. The results demonstrate that the ensemble forecast improves the quality of the forecasts by considering the uncertainty of each ensemble member. The analog ensemble calibration contributed to the reduction of positive bias and an overall improvement in the probabilistic attributes, such as reliability and statistical consistency.
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Research context

OpenAlex topics: Solar Radiation and Photovoltaics · Meteorological Phenomena and Simulations · Climate variability and models

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