A review of photovoltaic systems: Design, operation and maintenance

L Hernández-Callejo, S Gallardo-Saavedra… - Solar Energy, 2019 - Elsevier
Nowadays renewable energies are becoming more important in the generation of electricity.
Fossil resources do not present a sustainable option for the future since they are non …

Remote sensing of photovoltaic scenarios: Techniques, applications and future directions

Q Chen, X Li, Z Zhang, C Zhou, Z Guo, Z Liu, H Zhang - Applied Energy, 2023 - Elsevier
Develo** solar photovoltaic (PV) systems is an effective way to address the problems of
limited fossil fuel reserves, soaring world energy demand and global climate change. The …

Deep learning based module defect analysis for large-scale photovoltaic farms

X Li, Q Yang, Z Lou, W Yan - IEEE Transactions on Energy …, 2018 - ieeexplore.ieee.org
The efficient condition monitoring and accurate module defect detection in large-scale
photovoltaic (PV) farms demand for novel inspection method and analysis tools. This paper …

Automatic detection, classification and localization of defects in large photovoltaic plants using unmanned aerial vehicles (UAV) based infrared (IR) and RGB imaging

CFJ Kuo, SH Chen, CY Huang - Energy Conversion and Management, 2023 - Elsevier
This study aims to build a photovoltaic (PV) plant maintenance and operation system, using
an unmanned aerial vehicle (UAV) carrying a thermal imager to take images. In the …

Aerial infrared thermography for low-cost and fast fault detection in utility-scale PV power plants

AKV de Oliveira, M Aghaei, R Rüther - Solar Energy, 2020 - Elsevier
The uptime of utility-scale solar photovoltaic (PV) power plants is of utmost importance for
meeting contractual energy yields and expected capacity factors. Aerial Infrared …

Technological review of the instrumentation used in aerial thermographic inspection of photovoltaic plants

S Gallardo-Saavedra, L Hernández-Callejo… - … and Sustainable Energy …, 2018 - Elsevier
Photogrammetric studies performed with Unmanned Aerial Vehicles (UAV) have recently
become more popular as they present an interesting low-cost alternative. A novel …

Computer vision tool for detection, map**, and fault classification of photovoltaics modules in aerial IR videos

L Bommes, T Pickel, C Buerhop‐Lutz… - Progress in …, 2021 - Wiley Online Library
Increasing deployment of photovoltaics (PV) plants demands for cheap and fast inspection.
A viable tool for this task is thermographic imaging by unmanned aerial vehicles (UAV). In …

Machine vision based fault diagnosis of photovoltaic modules using lazy learning approach

SN Venkatesh, V Sugumaran - Measurement, 2022 - Elsevier
Abstract Machine Vision is an advanced and powerful imaging based technique that has
been applied in various fields like robotics, inspection and process control. Machine vision …

Drone-based non-destructive inspection of industrial sites: A review and case studies

P Nooralishahi, C Ibarra-Castanedo, S Deane, F López… - Drones, 2021 - mdpi.com
Using aerial platforms for Non-Destructive Inspection (NDI) of large and complex structures
is a growing field of interest in various industries. Infrastructures such as: buildings, bridges …

[HTML][HTML] Image based surface damage detection of renewable energy installations using a unified deep learning approach

ASM Shihavuddin, MRA Rashid, MH Maruf, MA Hasan… - Energy Reports, 2021 - Elsevier
Smart Grid technology as a platform can encompass several advanced technological
features across the spectrum of the power system. Smart Grid may introduce an early …