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Keywords: support vector machine
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Journal Articles
Journal:
Journal of Solar Energy Engineering
Publisher: ASME
Article Type: Research Papers
J. Sol. Energy Eng. June 2023, 145(3): 031005.
Paper No: SOL-22-1133
Published Online: October 26, 2022
... from measuring stations in Hong Kong. The artificial neural network (ANN), support vector machines (SVM), and empirical correlations were proposed for modeling K vg . Machine learning (ML) models like ANN and SVM were used because they offer more accurate daylight predictions and ease in explaining...
Journal Articles
Journal:
Journal of Solar Energy Engineering
Publisher: ASME
Article Type: Research Papers
J. Sol. Energy Eng. October 2021, 143(5): 051002.
Paper No: SOL-20-1054
Published Online: February 12, 2021
...-integrated photovoltaic thermal (BPV/T) unit. The unit provides preheating/precooling of outdoor air in cold/warm days and generates electricity throughout the year. The employed methods are artificial neural network (ANN), support vector machine network (SVMN), and fuzzy network (FN). These techniques...