Ultra-short-term prediction of solar irradiance with multiple exogenous variables by fusion of ground-based sky images
Sign Up to like & getrecommendations! Published in 2025 at "Journal of Renewable and Sustainable Energy"
DOI: 10.1063/5.0249194
Abstract: Developing and using solar energy has become an important strategic decision for sustainable development in many countries. Short-term changes in solar irradiance can affect the safety and stability of photovoltaic and solar thermal power plants,… read more here.
Keywords: irradiance; solar irradiance; prediction; sky images ... See more keywords
Conditional Forecasting of Bitcoin Prices Using Exogenous Variables
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DOI: 10.1109/access.2024.3381516
Abstract: Bitcoin is known for its high volatility, which makes it challenging to accurately predict future prices. In this study, we aim to forecast Bitcoin prices for a month by incorporating exogenous variables, specifically the interest… read more here.
Keywords: bitcoin; bitcoin prices; facebook prophet; conditional forecasting ... See more keywords
The Impact of Exogenous Variables on Soybean Freight: A Machine Learning Analysis
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DOI: 10.3390/su17031067
Abstract: Predicting road freight prices is a challenging task influenced by multiple factors. Understanding which variables have the greatest impact is essential for building more accurate models, and consequently for enhancing the competitiveness of Brazilian soybeans… read more here.
Keywords: distance; variables soybean; machine learning; soybean freight ... See more keywords