Lightning damage assessment on solar panels using in-house portable infrared thermography camera with Convolutional Neural Network (CNN) algorithm

QR Code

Lightning damage assessment on solar panels using in-house portable infrared thermography camera with Convolutional Neural Network (CNN) algorithm

As the demand for renewable energy sources increases, the vulnerability of solar panels to lightning strikes becomes a critical concern. This research explores the correlation between lightning-induced voltage fluctuations and the resultant damage intensity on solar panels. The study adopts a system...

Full description

Bibliographic Details
Main Authors:	Chandrasegaran, Ormiila, Mustapha, Faizal, Abdullah, Mohd Na’im, Anwar, Murniwati, Mustapha, Mazli, Adzis, Zuraimy
Format:	Article
Published:	Taylor and Francis 2024
Online Access:	http://psasir.upm.edu.my/id/eprint/116338/

Similar Items

Damage identification on impact and lightning damage of flax composite laminates (Linum usitatissimum) using long-pulse thermography of a low-resolution infrared camera
by: Anwar, Murniwati, et al.
Published: (2021)

Defect detection of GFRP composites through long pulse thermography using an uncooled microbolometer infrared camera
by: Anwar, Murniwati, et al.
Published: (2024)

The detection of concrete defects using infrared thermography
by: Sameh, Abdulrahman Arif
Published: (2017)

Lightning strike evaluation on composite and biocomposite verticalaxis wind turbine blade using structural health monitoring approach
by: Mat Daud, Siti Zubaidah, et al.
Published: (2018)

Use of infrared thermography for concrete strength assessment with different overlay
by: Mohammad Iskandar Halimie, Abd Halim
Published: (2017)

Depth estimation of inner wall defects by means of infrared thermography
by: Syed Abu Bakar, Syed Abdul Rahman, et al.
Published: (2009)

Recent Progress in Diagnosing the Reliability of Electrical Equipment by Using Infrared Thermography
by: M. S., Jadin, et al.
Published: (2012)

Study of monitoring concrete strength development using infrared thermography (IRT)
by: Mohd Shafiq, Mohd Zin
Published: (2017)

Study of cold joint concrete by infrared thermography and ultrasonic pulse velocity
by: Mohamed Luqman, Mohamed Roslan
Published: (2017)

Intelligent Thermal Condition Monitoring Of Electrical Equipment Using Infrared Thermography
by: Huda, A. S. Nazmul
Published: (2013)

Face detection based on Haar cascade and Convolution Neural Network (CNN)
by: Mohd Ariffin, Noor Afiza, et al.
Published: (2025)

Particle image velocimetry and infrared thermography of turbulent jet impingement on an oscillating surface
by: Chaugule, V., et al.
Published: (2018)

Quantitative infrared thermography resolved leakage current problem in cathodic protection system
by: M Shariff, M Riduan, et al.
Published: (2019)

Quantitative infrared thermography resolved leakage current problem in cathodic protection system
by: B. M. Shariff, M. Riduan, et al.
Published: (2019)

The Implementation of Transfer Learning by Convolution Neural Network (CNN) for Recognizing Facial Emotions
by: Munanday, Anbananthan Pillai, et al.
Published: (2023)

Exploring the determinants of brown adipose tissue function in early life using infrared thermography
by: Robinson, Lindsay
Published: (2020)

Study of concrete grade under stress using image provides by infrared thermography (IRT)
by: Mohammad Farhan, Abu Samah
Published: (2015)

Application of a convolutional neural network (CNN) for droplet detection in an aeroengine bearing chamber
by: Farbrother, Katrina
Published: (2023)

Zebrafish larvae locomotor activity detection using Convolutional NeuraL Network (CNN)
by: Wan Nur Azhani, Wan Samsudin, et al.
Published: (2022)

An Evaluation of Convolutional Neural Network (CNN) Model for Copy-Move and Splicing Forgery Detection
by: Muniappan, Thiiban, et al.
Published: (2023)

An Evaluation of Convolutional Neural Network (CNN) Model for Copy-Move and Splicing Forgery Detection
by: Thiiban Muniappan, Thiiban Muniappan, et al.
Published: (2023)

Elimination of raindrops effects in infrared sensitive camera
by: Abdullah, Ahmad Sharmi
Published: (2007)

Digital infrared thermography analysis for breast cancer using image textures features / Norlailah Lanisa
by: Norlailah, Lanisa
Published: (2017)

The thyroid and glycaemic endocrine influences on brown adipose tissue and its measurement using infrared thermography
by: Law, James M.
Published: (2021)

Study of concrete thermal colour and strength correlation using image generated by infrared thermography (IRT)
by: Ridzwan, Mazlan
Published: (2017)

A new fuzzy granular technique for the condition monitoring of electrical hotspots based on infrared thermography
by: Ahmed, M. M., et al.
Published: (2018)

Characterization of defects in unidirectional kenaf fiber-reinforced polyurethane composites using infrared thermography technique
by: Dashtizadeh, Zahra
Published: (2012)

Appraisal of moisture problem of inheritance building envelope assemblies via visible and infrared thermography methods
by: Ting, Siew Jing, et al.
Published: (2015)

Web page classification using convolutional neural network (CNN) towards eliminating internet addiction
by: Siti Hawa, Apandi, et al.
Published: (2021)

White blood cell recognition for biomarker model using improved convolutional neural network (CNN)
by: Mohd Safuan, Syadia Nabilah
Published: (2022)

Super-low resolution face recognition using integrated Efficient Sub-Pixel Convolutional Neural Network (ESPCN) and Convolutional Neural Network (CNN)
by: Talab, Mohammed Ahmed, et al.
Published: (2019)

Face recognition using faster R-CNN with inception-V2 architecture for CCTV camera
by: Halawa, Lavin J., et al.
Published: (2019)

Camera-projector calibration for near infrared imaging system
by: Marlina, Yakno, et al.
Published: (2020)

The Development Of A Portable Fiber Optic Based Lightning Detector System
by: Koh, Hong Keong @ Goh Hong Keong.
Published: (2002)

A portable lightning detector system using programmable logic controller
by: Aris, Ishak, et al.
Published: (2008)

Brown adipose tissue activation as measured by infrared thermography by mild anticipatory psychological stress in lean healthy females
by: Robinson, Lindsay J., et al.
Published: (2016)

Structural fault diagnosis of UAV based on convolutional neural network and data processing technology
by: Ma, Yumeng, et al.
Published: (2023)

Duplex camera portable motion capture system for single athlete’s performance analysis
by: Kaharuddin, Muhammad Zulhilmi
Published: (2020)

Micro-seismic event detection and location in underground mines by using Convolutional Neural Networks (CNN) and deep learning
by: Huang, L., et al.
Published: (2018)

Universiti malaysia pahang autonomous shuttle Development : Lane classiﬁcation analysis using convolutional neural network (CNN)
by: Yee, Lee Yin, et al.
Published: (2022)