Fault detection in solar energy systems: A deep learning approach

ZB Duranay - Electronics, 2023 - mdpi.com
While solar energy holds great significance as a clean and sustainable energy source,
photovoltaic panels serve as the linchpin of this energy conversion process. However …

Self-supervised learning for hotspot detection and isolation from thermal images

S Goyal, JC Rajapakse - Expert Systems with Applications, 2024 - Elsevier
Hotspot detection using thermal imaging has recently become essential in several industrial
applications, such as security applications that require identification of suspicious activities …

Energy Enhancement of Aged Photovoltaic Array Under Hotspot Conditions: A Comparison of Different Interconnection Topologies

A Al Mansur, MS Alam, SI Leyon… - … for Industry 5.0 (STI), 2023 - ieeexplore.ieee.org
Aged photovoltaic panels commonly have hotspots, which can result in large power losses.
In this study, hotspot creation in solar panels is investigated and the reasons for it are …

YOLOv9-Based Hotspots Recognition in Solar Photovoltaic Panels: Integrating Image Processing Techniques for Targeted Region Identification

MZ Ab Hamid, K Daud, ZHC Soh… - 2024 IEEE 14th …, 2024 - ieeexplore.ieee.org
Solar photovoltaic (PV) panels are pivotal in renewable energy generation, yet their efficacy
can be severely hampered by hotspots induced by various factors. This study introduces a …

Review of Deep Learning-Based Hotspot Detection in Solar Photovoltaic Arrays

MZ Ab Hamid, K Daud, ZHC Soh… - 2024 IEEE 4th …, 2024 - ieeexplore.ieee.org
This review paper conducts a detailed exploration of the burgeoning field that leverages
deep learning techniques for hotspot detection in solar photovoltaic (PV) arrays. Hotspots …

DEEP LEARNING METHODS COMPARISON ON IMAGES OF TOMATO AND CUCUMBER LEAF IDENTIFICATION

A Kirnap, MS BİNGÖL, F ŞAHİN - International Journal Science …, 2024 - journal.admi.or.id
Deep learning and image processing applications have become widespread, thanks to
hardware developments and increased processing power. The use of technology in …

Photovoltaic Hotspot Detection with Image Classification Deep Learning Techniques

H Hussein - … Conference on Electrical, Energy, and Artificial …, 2023 - ieeexplore.ieee.org
The topic of the current research deals with the early detection of hotspots in photovoltaic
(PV) panels using image classification deep learning (DL) techniques. It is an interesting …

[PDF][PDF] Pneumonia detection on chest x-ray images using residual convolutional neural network

İ Atik - Journal of the Faculty of Engineering and Architecture …, 2024 - researchgate.net
Pneumonia detection on chest x-ray images using residual convolutional neural network Page
1 Journal of the Faculty of Engineering and Architecture of Gazi University 39:3 (2024) …

A Thermal Image-based Fault Detection System for Solar Panels

L Koshy, MV Vaishnav, S Sunil… - … on Cybernation and …, 2024 - ieeexplore.ieee.org
The proliferation of solar photovoltaic (PV) systems necessitates efficient strategies for
inspecting and classifying anomalies in endoflife modules, which contain heavy metals …

Artık evrişimli sinir ağı kullanılarak göğüs röntgeni görüntülerinde pnömoni tespiti

İİ Atik - Gazi Üniversitesi Mühendislik Mimarlık Fakültesi …, 2024 - dergipark.org.tr
Pnömoni hastalığı akciğer dokusunun iltihaplanması neticesinde ortaya çıkan bir göğüs
hastalığıdır. Pnömoni her yaşta görülebilmekle birlikte iki yaş altı ve altmış beş yaş üstü …