A Comparison of Hour-Ahead Solar Irradiance Forecasting Models Based on LSTM Network
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DOI: 10.1155/2020/4251517
Abstract: The intermittence and fluctuation character of solar irradiance places severe limitations on most of its applications. The precise forecast of solar irradiance is the critical factor in predicting the output power of a photovoltaic power… read more here.
Keywords: solar irradiance; model; hour ahead; ahead solar ... See more keywords
Twenty-Four-Hour Ahead Probabilistic Global Horizontal Irradiance Forecasting Using Gaussian Process Regression
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DOI: 10.3390/a14060177
Abstract: Copyright: © 2021 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https:// creativecommons.org/licenses/by/ 4.0/). 1… read more here.
Keywords: four hour; global horizontal; twenty four; probabilistic global ... See more keywords
Energy and Reserve under Distributed Energy Resources Management-Day-Ahead, Hour-Ahead and Real-Time
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DOI: 10.3390/en10111778
Abstract: The increasing penetration of distributed energy resources based on renewable energy sources in distribution systems leads to a more complex management of power systems. Consequently, ancillary services become even more important to maintain the system… read more here.
Keywords: ahead real; energy; day ahead; energy resources ... See more keywords