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RISEstimation of Global Solar Radiation Using Artificial Neural Networks in Abu Dhabi City, United Arab Emirates
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: The geographical location (Latitude: 24 deg 28′ N and Longitude: 54 deg 22′ E) of Abu Dhabi city in the United Arab Emirates (UAE) favors the development and utilization of solar energy. This paper presents an artificial ...
Short-Term Prediction of Global Solar Radiation Energy Using Weather Data and Machine Learning Ensembles: A Comparative Study
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: The ability to predict solar radiation one-day-ahead is critical for the best management of renewable energy tied-grids. Several machine learning ensemble techniques have been proposed to enhance the short-term prediction ...