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

Applied Energy, Journal Year: 2024, Volume and Issue: 375, P. 124172 - 124172

Published: Aug. 13, 2024

Language: Английский

---

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

Energy and Buildings, Journal Year: 2025, Volume and Issue: unknown, P. 115522 - 115522

Published: Feb. 1, 2025

Language: Английский

---

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

Energy and Buildings, Journal Year: 2025, Volume and Issue: unknown, P. 115717 - 115717

Published: April 1, 2025

Language: Английский

---

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, Journal Year: 2025, Volume and Issue: 37(4)

Published: April 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.

Language: Английский

---

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

Renewable Energy, Journal Year: 2024, Volume and Issue: 237, P. 121810 - 121810

Published: Nov. 6, 2024

Language: Английский

---

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

Published: Jan. 1, 2024

Download This Paper Open PDF in Browser Add to My Library Share: Permalink Using these links will ensure access this page indefinitely Copy URL DOI

Language: Английский

---

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

Renewable and Sustainable Energy Reviews, Journal Year: 2024, Volume and Issue: 209, P. 115112 - 115112

Published: Nov. 20, 2024

Language: Английский

---

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

Published: Jan. 1, 2024

Language: Английский

---

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

Computers & Electrical Engineering, Journal Year: 2024, Volume and Issue: 121, P. 109872 - 109872

Published: Nov. 22, 2024

Language: Английский

---

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, Journal Year: 2024, Volume and Issue: unknown, P. 133 - 139

Published: Dec. 18, 2024

Language: Английский

---