Results 21 to 30 of about 4,088 (233)
IEEE Access, 2020 Improving short term solar irradiance forecasting is crucial to increase the market share of the solar energy production. This paper analyzes the impact of using spatially distributed irradiance sensors as inputs to four machine learning algorithms: ARX,
Annette Eschenbach +6 more
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Data in Brief, 2018 This article contains data and summary statistics of solar irradiance and dry bulb temperature across the Hawaiian archipelago resolved on a monthly basis and spanning years 1998–2015.
Richard Bryce +5 more
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Impact on solar radiation parameters in India during COVID-19 lockdown: a case study
International Journal of Sustainable Energy, 2021 The current research objective is to explore changes in solar radiation variables across the Indian region during the lock-down period. Global Horizontal Irradiance (GHI), Direct Normal Irradiance (DNI) and Diffuse Horizontal Irradiance (DHI) were ...
S. M. Revathy +6 more
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Short-Term Solar Power Predicting Model Based on Multi-Step CNN Stacked LSTM Technique
Energies, 2022 Variability in solar irradiance has an impact on the stability of solar systems and the grid’s safety. With the decreasing cost of solar panels and recent advancements in energy conversion technology, precise solar energy forecasting is critical for ...
Neethu Elizabeth Michael +3 more
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Generating synthetic sequences of global horizontal irradiation
Solar Energy, 2018 Abstract When designing renewable energy systems it is common practice to use a short period of historical weather data or Typical Meteorological Year (TMY) data to evaluate the performance of a renewable energy system for a particular location. However, short periods of historical data or TMY data do not capture enough of the variation required to ...
A.P. Grantham, P.J. Pudney, J.W. Boland
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International Journal of Photoenergy, 2021 The simulation of photovoltaic installations is a major issue for their sizing, their smart grid operation, and their fault detection and diagnosis. In this article, we study in detail every step of the simulation chain, either from the global horizontal
Anne Migan Dubois +4 more
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Influences of Cloud Microphysics on the Components of Solar Irradiance in the WRF-Solar Model
Atmosphere, 2023 An accurate forecast of Global Horizontal solar Irradiance (GHI) and Direct Normal Irradiance (DNI) in cloudy conditions remains a major challenge in the solar energy industry.
Xin Zhou +5 more
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Evaluation of various procedures transposing global tilted irradiance to horizontal surface irradiance [PDF]
Advances in Science and Research, 2017 Abstract. Many transposition models have been proposed in the literature to convert solar irradiance on the horizontal plane to that on a tilted plane. The inverse process, i.e. the conversion from tilted to horizontal is investigated here based upon seven months of in-plane global solar irradiance measurements recorded on the roof of the Royal ...
Housmans, Caroline, Bertrand, Cédric
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International Journal of Energetica, 2023 This research study examines the use of two models of artificial intelligence based on a single neural network (SNN) and bootstrap aggregated neural networks (BANN) for the prediction value of hourly global horizontal irradiance (GHI) received over one ...
Abdennasser Dahmani +3 more
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Estimation of Global Solar Irradiance Using a Novel combination of Ant Colony Optimization and Empirical Models [PDF]
Journal of Renewable Energy and Environment, 2016 In this paper, a novel approach for the estimation of global solar irradiance is proposed based on a combination of empirical correlation and ant colony optimization.
Afshin Lashkar Ara +2 more
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