3D-PV-Locator: Large-scale detection of rooftop-mounted photovoltaic systems in 3D
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DOI: 10.1016/j.apenergy.2021.118469
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- Rosenfelder, Markus & Wussow, Moritz & Gust, Gunther & Cremades, Roger & Neumann, Dirk, 2021. "Predicting residential electricity consumption using aerial and street view images," Applied Energy, Elsevier, vol. 301(C).
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- Chen, Qi & Li, Xinyuan & Zhang, Zhengjia & Zhou, Chao & Guo, Zhiling & Liu, Zhengguang & Zhang, Haoran, 2023. "Remote sensing of photovoltaic scenarios: Techniques, applications and future directions," Applied Energy, Elsevier, vol. 333(C).
- Hu, Wei & Bradbury, Kyle & Malof, Jordan M. & Li, Boning & Huang, Bohao & Streltsov, Artem & Sydny Fujita, K. & Hoen, Ben, 2022. "What you get is not always what you see—pitfalls in solar array assessment using overhead imagery," Applied Energy, Elsevier, vol. 327(C).
- Zech, Matthias & von Bremen, Lueder, 2024. "End-to-end learning of representative PV capacity factors from aggregated PV feed-ins," Applied Energy, Elsevier, vol. 361(C).
- Justinas Lekavičius & Valentas Gružauskas, 2024. "Data Augmentation with Generative Adversarial Network for Solar Panel Segmentation from Remote Sensing Images," Energies, MDPI, vol. 17(13), pages 1-20, June.
- Mayer, Kevin & Haas, Lukas & Huang, Tianyuan & Bernabé-Moreno, Juan & Rajagopal, Ram & Fischer, Martin, 2023. "Estimating building energy efficiency from street view imagery, aerial imagery, and land surface temperature data," Applied Energy, Elsevier, vol. 333(C).
- Fabio Giussani & Eric Wilczynski & Claudio Zandonella Callegher & Giovanni Dalle Nogare & Cristian Pozza & Antonio Novelli & Simon Pezzutto, 2024. "Use of Machine Learning Techniques on Aerial Imagery for the Extraction of Photovoltaic Data within the Urban Morphology," Sustainability, MDPI, vol. 16(5), pages 1-16, February.
- Gabriel Kasmi & Augustin Touron & Philippe Blanc & Yves-Marie Saint-Drenan & Maxime Fortin & Laurent Dubus, 2024. "Remote-Sensing-Based Estimation of Rooftop Photovoltaic Power Production Using Physical Conversion Models and Weather Data," Energies, MDPI, vol. 17(17), pages 1-22, August.
- Mao, Hongzhi & Chen, Xie & Luo, Yongqiang & Deng, Jie & Tian, Zhiyong & Yu, Jinghua & Xiao, Yimin & Fan, Jianhua, 2023. "Advances and prospects on estimating solar photovoltaic installation capacity and potential based on satellite and aerial images," Renewable and Sustainable Energy Reviews, Elsevier, vol. 179(C).
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Keywords
Solar panels; Renewable energy; Image recognition; Deep learning; Computer vision; 3D building data; Remote sensing; Aerial imagery;All these keywords.
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