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Enhancing PV panel segmentation in remote sensing images with constraint refinement modules
Incorrect predictions or underestimation of a city's solar potential can result from neglecting
common features of photovoltaic (PV) panels from remote sensing images. This paper …
common features of photovoltaic (PV) panels from remote sensing images. This paper …
[HTML][HTML] Automated detection and tracking of photovoltaic modules from 3D remote sensing data
This study addresses the growing demand for increased performance and reliability of
photovoltaic (PV) installations by develo** innovative monitoring technologies. The …
photovoltaic (PV) installations by develo** innovative monitoring technologies. The …
Research on a novel photovoltaic power forecasting model based on parallel long and short-term time series network
G Li, C Ding, N Zhao, J Wei, Y Guo, C Meng, K Huang… - Energy, 2024 - Elsevier
Under the background of the global pursuit of carbon neutrality, the trend of photovoltaic
power generation replacing traditional thermal power generation is increasingly apparent …
power generation replacing traditional thermal power generation is increasingly apparent …
Balancing photovoltaic development and cropland protection: Assessing agrivoltaic potential in China
The expansion of utility-scale photovoltaic (PV) installations has precipitated a growing
conflict for land resources between energy generation and agricultural production …
conflict for land resources between energy generation and agricultural production …
A review on machine learning model implementation for photovoltaic systems
This review study aims to identify the main research trends in the implementation of machine
learning algorithms to model and study issues related to photovoltaic systems. This study …
learning algorithms to model and study issues related to photovoltaic systems. This study …
Techno-economic performance and optimization of a large solar district heating system with pit storage under Tibetan Plateau climate conditions
Abstract The Tibet Plateau is one of the regions with the most abundant solar energy in the
world. Effectively harnessing solar energy is of significant importance for energy …
world. Effectively harnessing solar energy is of significant importance for energy …
Extracting photovoltaic panels from heterogeneous remote sensing images with spatial and spectral differences
Z Zhao, Y Chen, K Li, W Ji, H Sun - IEEE Journal of Selected …, 2024 - ieeexplore.ieee.org
The accurate extraction of the installation area of the photovoltaic power station is an
important basis for the management of the photovoltaic power generation system. Deep …
important basis for the management of the photovoltaic power generation system. Deep …
A novel method for assessment rooftop PV potential based on remote sensing images
The assessment of rooftop photovoltaic (PV) potential is highly significant for energy policy
formulation. With the rapid development of computer vision (CV) and remote sensing …
formulation. With the rapid development of computer vision (CV) and remote sensing …
[HTML][HTML] Multi-resolution segmentation of solar photovoltaic systems using deep learning
In the realm of solar photovoltaic system image segmentation, existing deep learning
networks focus almost exclusively on single image sources both in terms of sensors used …
networks focus almost exclusively on single image sources both in terms of sensors used …
Clearness index cluster analysis for photovoltaic weather classification based on solar irradiation measurement data: Theory and application
With the rapid expansion of photovoltaic (PV) power generation, accurately predicting and
evaluating PV power output remains a critical challenge due to the inherent variability of …
evaluating PV power output remains a critical challenge due to the inherent variability of …