Multi-scale solar radiation and photovoltaic power forecasting with machine learning algorithms in urban environment: A state-of-the-art review
J Tian, R Ooka, D Lee - Journal of Cleaner Production, 2023 - Elsevier
Solar energy has been rapidly utilized in urban environments owing to its significant
potential to fulfill the energy demand. The precise forecasting of solar energy, including solar …
potential to fulfill the energy demand. The precise forecasting of solar energy, including solar …
Whether rural rooftop photovoltaics can effectively fight the power consumption conflicts at the regional scale–A case study of Jiangsu Province
To fight the power consumption conflicts at the regional scale, rooftop solar photovoltaics
(RTSPV) in rural areas is considered as a critical way. In this study, we constructed a …
(RTSPV) in rural areas is considered as a critical way. In this study, we constructed a …
Picturing China's photovoltaic energy future: Insights from CMIP6 climate projections
Vigorous development of solar photovoltaic energy (PV) is one of the key components to
achieve China's “30• 60 Dual-Carbon Target”. In this study, by utilizing the outputs …
achieve China's “30• 60 Dual-Carbon Target”. In this study, by utilizing the outputs …
Promoting solar energy utilization: prediction, analysis and evaluation of solar radiation on building surfaces at city scale
Y Yue, Z Yan, P Ni, F Lei, G Qin - Energy and Buildings, 2024 - Elsevier
Evaluating the solar potential in urban areas is crucial for the low-carbon transition of city
energy systems. However, the complex urban environment presents challenges for the …
energy systems. However, the complex urban environment presents challenges for the …
[HTML][HTML] Large-scale prediction of solar irradiation, shading impacts, and energy generation on building Façade through urban morphological indicators: A machine …
Abstract Incorporating Building-integrated Photovoltaics (BIPVs) into urban environments
offers a sustainable approach by transforming building exteriors into renewable energy …
offers a sustainable approach by transforming building exteriors into renewable energy …
High-resolution analysis of rooftop photovoltaic potential based on hourly generation simulations and load profiles
Rooftop photovoltaics (PV) are playing an increasingly important role in building a clean and
decarbonized energy system. For such distributed resources, formulating scientific …
decarbonized energy system. For such distributed resources, formulating scientific …
A novel approach for assessing rooftop-and-facade solar photovoltaic potential in rural areas using three-dimensional (3D) building models constructed with GIS
J Liu, Q Wu, Z Lin, H Shi, S Wen, Q Wu, J Zhang… - Energy, 2023 - Elsevier
Abstract Characterization of solar photovoltaic (PV) potential is crucial for promoting
renewable energy in rural areas, where there are a large number of roofs and facades ideal …
renewable energy in rural areas, where there are a large number of roofs and facades ideal …
SPAN: An open-source plugin for photovoltaic potential estimation of individual roof segments using point cloud data
Decentralized solar PhotoVoltaic (PV) is one of the most promising energy sources for cities
and individuals pursuing energy self-sufficiency. Especially, the already available rooftop …
and individuals pursuing energy self-sufficiency. Especially, the already available rooftop …
[HTML][HTML] ETHOS. PASSION: An open-source workflow for rooftop photovoltaic potential assessments from satellite imagery
The assessment of rooftop photovoltaic potential has become increasingly accurate due to
the expanding availability of satellite imagery and improvements in computer vision …
the expanding availability of satellite imagery and improvements in computer vision …
Enhancing rooftop solar energy potential evaluation in high-density cities: A Deep Learning and GIS based approach
The assessment of rooftop solar potential is vital for optimal photovoltaic (PV) system
placement and renewable energy policy in dense urban areas. Complex shading from …
placement and renewable energy policy in dense urban areas. Complex shading from …