Development assessment of regional rooftop photovoltaics based on remote sensing and deep learning

Applied Energy, Год журнала: 2024, Номер 375, С. 124172 - 124172

Опубликована: Авг. 13, 2024

Язык: Английский

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Spatiotemporal prediction of urban building rooftop photovoltaic potential based on GCN-LSTM

Energy and Buildings, Год журнала: 2025, Номер unknown, С. 115522 - 115522

Опубликована: Фев. 1, 2025

Язык: Английский

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Advancing urban solar assessment: A deep learning and atmospheric modelling framework for quantifying PV yield and carbon reduction

Energy and Buildings, Год журнала: 2025, Номер unknown, С. 115717 - 115717

Опубликована: Апрель 1, 2025

Язык: Английский

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Investigation of wind-induced vibration evolution mechanisms in long-span flexible photovoltaic structures using three-dimensional digital image correlation method in aeroelastic wind tunnel tests

Physics of Fluids, Год журнала: 2025, Номер 37(4)

Опубликована: Апрель 1, 2025

Existing measurement technologies and methods have limited previous aeroelastic wind tunnel tests on long-span flexible photovoltaic (PV) to localized points, lacking refined, multi-region, multi-point analysis. To further investigate the most adverse wind-induced vibration evolution mechanisms in PV across multiple regions, this study utilizes a three-dimensional digital image correlation method with visual displacement analyzer obtain more precise efficient structural responses. By examining aerodynamic characteristics at smaller scales, reveals for PV. And by synchronizing mode of frequencies responses various identifies mechanisms. Finally, targeted recommendations suppression are proposed. The findings show that, compared 0° direction, is prone larger high-frequency vibrations 180° response observed edge span. At primarily linear or critical state between nonlinear responses, while modes include response, state, response. “high horizontal participation—high-frequency vibration” mechanism indicates that transition from arises significant increase participation, along both vertical directions.

Язык: Английский

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A novel method for assessment rooftop PV potential based on remote sensing images

Renewable Energy, Год журнала: 2024, Номер 237, С. 121810 - 121810

Опубликована: Ноя. 6, 2024

Язык: Английский

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Harnessing Rooftop Solar Photovoltaic Potential in Islamabad, Pakistan: A Remote Sensing and Deep Learning Approach

Опубликована: Янв. 1, 2024

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Язык: Английский

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Evaluating cities' solar potential using geographic information systems: A review

Renewable and Sustainable Energy Reviews, Год журнала: 2024, Номер 209, С. 115112 - 115112

Опубликована: Ноя. 20, 2024

Язык: Английский

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A Novel Method for Assessment Rooftop Pv Potential Based on Remote Sensing Images

Опубликована: Янв. 1, 2024

Язык: Английский

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Multi-branch spatial pyramid dynamic graph convolutional neural networks for solar defect detection

Computers & Electrical Engineering, Год журнала: 2024, Номер 121, С. 109872 - 109872

Опубликована: Ноя. 22, 2024

Язык: Английский

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Analysis of the Potential of Urban Buildings to Accommodate Roof Photovoltaic Power Generation: A Case Study in Yangpu District, Shanghai

Lecture notes in civil engineering, Год журнала: 2024, Номер unknown, С. 133 - 139

Опубликована: Дек. 18, 2024

Язык: Английский

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