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Fast and accurate estimation of solar irradiation on building rooftops in Hong Kong: A machine learning-based parameterization approach

Xuan Liao, Rui Zhu, Man Sing Wong, Joon Heo, Pak Wai Chan, Coco Yin Tung Kwok

2023Renewable Energy18 citationsDOIOpen Access PDF

Topics & Concepts

Photovoltaic systemEnvironmental scienceRandom forestComputer scienceViewshed analysisSolar energyMean absolute percentage errorRemote sensingArtificial intelligenceGeographyEngineeringArtificial neural networkElectrical engineeringSolar Radiation and PhotovoltaicsImpact of Light on Environment and HealthUrban Heat Island Mitigation
Fast and accurate estimation of solar irradiation on building rooftops in Hong Kong: A machine learning-based parameterization approach | Litcius