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Recent advances in intra-hour solar forecasting : a review of ground-based sky image methods

Lin, Fan; Zhang, Yao; Wang, Jianxue - In: International journal of forecasting 39 (2023) 1, pp. 244-265

Persistent link: https://www.econbiz.de/10014462778

Calibration of deterministic NWP forecasts and its impact on verification

Mayer, Martin János; Yang, Dazhi - In: International journal of forecasting 39 (2023) 2, pp. 981-991

Persistent link: https://www.econbiz.de/10014465188

Operational solar forecasting for the real-time market

Yang, Dazhi; Wu, Elynn; Kleissl, Jan - In: International journal of forecasting 35 (2019) 4, pp. 1499-1519

Persistent link: https://www.econbiz.de/10012305380

Comparison of intraday probabilistic forecasting of solar irradiance using only endogenous data

David, Mathieu; Aguiar Luis, Mazorra; Lauret, Philippe - In: International journal of forecasting 34 (2018) 3, pp. 529-547

Persistent link: https://www.econbiz.de/10012031037

A multiple quantile regression approach to the wind, solar, and price tracks of GEFCom2014

Juban, Romain; Ohlsson, Henrik; Maasoumy, Mehdi; … - In: International journal of forecasting 32 (2016) 3, pp. 1094-1102

Persistent link: https://www.econbiz.de/10011622056

Nearest-neighbor methodology for prediction of intra-hour global horizontal and direct normal irradiances

Pedro, Hugo T.C.; Coimbra, Carlos F.M. - In: Renewable Energy 80 (2015) C, pp. 770-782

This work proposes a novel forecast methodology for intra-hour solar irradiance based on optimized pattern recognition from local telemetry and sky imaging. The model, based on the k-nearest-neighbors (kNN) algorithm, predicts the global (GHI) and direct (DNI) components of irradiance for...

Persistent link: https://www.econbiz.de/10011263770

On the role of lagged exogenous variables and spatio–temporal correlations in improving the accuracy of solar forecasting methods

Zagouras, Athanassios; Pedro, Hugo T.C.; Coimbra, … - In: Renewable Energy 78 (2015) C, pp. 203-218

We propose and analyze a spatio–temporal correlation method to improve forecast performance of solar irradiance using gridded satellite-derived global horizontal irradiance (GHI) data. Forecast models are developed for seven locations in California to predict 1-h averaged GHI 1, 2 and 3 h...

Persistent link: https://www.econbiz.de/10011208650