Please use this identifier to cite or link to this item: http://hdl.handle.net/10174/26041

Title: ECMWF Forecasts of DNI for Optimized Operational Strategies of Linear Focus Parabolic-trough Systems
Authors: Lopes, Francisco
Conceição, Ricardo
Silva, Hugo
Fasquelle, Thomas
Salgado, Rui
Canhoto, Paulo
Collares-Pereira, Manuel
Editors: Kalogirou, Soteris
Keywords: Short-term forecasts
ECMWF
Direct normal irradiance
Concentrating solar power
System advisor model
Operational strategies
Issue Date: 11-Nov-2019
Publisher: Renewable Energy
Citation: Francis M. Lopes, Ricardo Conceição, Thomas Fasquelle, Hugo G. Silva, Rui Salgado, Paulo Canhoto, Manuel Collares-Pereira. ECMWF Forecasts of DNI for Optimized Operational Strategies of Linear Focus Parabolic-trough Systems. Renewable Energy (2019). https://doi.org/10.1016/j.renene.2019.11.020
Abstract: Day-ahead forecasts of direct normal irradiance (DNI) from the Integrated Forecasting System (IFS), the global model of the European Centre for Medium-Range Weather Forecasts (ECMWF), are used to simulate a concentrating solar power (CSP) plant through the System Advisor Model (SAM) to assess the potential value of the IFS in the electricity market. Although DNI forecasting from the IFS still demands advances towards cloud and aerosol representation, present results show substantial improvements with the new operational radiative scheme ecRad (cycle 43R3). A relative difference of approximately 0.12% for the total annual energy availability is found between forecasts and local measurements, while approx- imately 10.6% is obtained for the previous version. Results of electric energy injection to the grid from a simulated linear focus parabolic-trough system shows correlations coefficients of approximately 0.87 between hourly values of electric energy based on forecasted and measured DNI, while 0.92 are obtained for the daily values. In the context of control strategy, four operational strategies are given for different weather scenarios to handle the energy management of a CSP plant, including the effect of thermal energy storage capacity. Charge and discharge operational strategies are applied accordingly to the predicted energy availability.
URI: https://doi.org/10.1016/j.renene.2019.11.020
http://hdl.handle.net/10174/26041
Type: article
Appears in Collections:ICT - Publicações - Artigos em Revistas Internacionais Com Arbitragem Científica

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