In-depth review of yolov1 to yolov10 variants for enhanced photovoltaic defect detection
This review presents an investigation into the incremental advancements in the YOLO (You
Only Look Once) architecture and its derivatives, with a specific focus on their pivotal …
Only Look Once) architecture and its derivatives, with a specific focus on their pivotal …
Automatic detection of photovoltaic module defects in infrared images with isolated and develop-model transfer deep learning
With the rising use of photovoltaic and ongoing installation of large-scale photovoltaic
systems worldwide, the automation of photovoltaic monitoring methods becomes important …
systems worldwide, the automation of photovoltaic monitoring methods becomes important …
Impacts on the output power of photovoltaics on top of electric and hybrid electric vehicles
C Schuss, T Fabritius, B Eichberger… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
This article investigates the potential output power of photovoltaic (PV) installation on the top
of the battery-powered electric vehicles (BEVs) and the hybrid electric vehicles (HEVs). First …
of the battery-powered electric vehicles (BEVs) and the hybrid electric vehicles (HEVs). First …
Detecting defects in photovoltaic panels with the help of synchronized thermography
C Schuss, K Remes, K Leppänen… - IEEE Transactions …, 2018 - ieeexplore.ieee.org
This paper investigates defects in photovoltaic (PV) panels, more precisely, the location of
defects in PV panels. With the help of electrical verification, it is possible to verify the impact …
defects in PV panels. With the help of electrical verification, it is possible to verify the impact …
Detecting defects in photovoltaic cells and panels and evaluating the impact on output performances
C Schuss, K Leppänen, K Remes… - IEEE Transactions …, 2016 - ieeexplore.ieee.org
This paper investigates the ways to detect defects in photovoltaic (PV) cells and panels.
Here, two different methods have been used. First, the output behavior was characterized by …
Here, two different methods have been used. First, the output behavior was characterized by …
Advantages and disadvantages of renewable energy: a review of the scientific literature
FJ Freires… - Revista de Gestão e …, 2023 - ojs.revistagesec.org.br
Civilizations are large energy consumers, so the more civilized a people, the greater their
energy consumption. However, studies have shown that the way energy is produced is …
energy consumption. However, studies have shown that the way energy is produced is …
Estimating the impact of defects in photovoltaic cells and panels
C Schuss, K Remes, K Leppänen… - 2016 IEEE …, 2016 - ieeexplore.ieee.org
This paper investigates defects in photovoltaic cells and panels which cause notable losses
in output performances. Here, the focus lies on the impact of hairline cracks which result in a …
in output performances. Here, the focus lies on the impact of hairline cracks which result in a …
Laboratory tests for the evaluation of the degradation of a photovoltaic plant of 2.85 MWp with different classes of PV modules
JA Clavijo-Blanco, G Álvarez-Tey, N Saborido-Barba… - Renewable Energy, 2021 - Elsevier
This paper studies and analyzes the results of performing several laboratory tests of a
sample from a PV-plant with 2.85 MW of nominal power that has been in operation for 11 …
sample from a PV-plant with 2.85 MW of nominal power that has been in operation for 11 …
Infrared thermography based hotspot detection of photovoltaic module using YOLO
T Tajwar, OH Mobin, FR Khan… - 2021 IEEE 12th …, 2021 - ieeexplore.ieee.org
Regarding clean energy production high curiosity is gained by Solar Photovoltaic (PV)
worldwide. Faults in the PV modules cause significant issues for the PV systems. Detecting …
worldwide. Faults in the PV modules cause significant issues for the PV systems. Detecting …
Defect localisation in photovoltaic panels with the help of synchronized thermography
C Schuss, K Remes, K Leppänen… - 2017 IEEE …, 2017 - ieeexplore.ieee.org
This paper investigates defects in photovoltaic (PV) panels, more precisely, the location of
defects in PV panels. With the help of electrical verification, it is possible to verify the impact …
defects in PV panels. With the help of electrical verification, it is possible to verify the impact …