2TSS: Two-tier semantic segmentation framework with enhancement for hotspot detection of solar photovoltaic thermal images

QR Code

2TSS: Two-tier semantic segmentation framework with enhancement for hotspot detection of solar photovoltaic thermal images

Recently, intelligence-based hotspot detection has been widely used in solar photovoltaic (PV) image applications. However, the semantic segmentation approach has limitations in terms of accuracy, particularly for hotspot thermal images. This study introduces a novel method based on Two-tier Semanti...

Full description

Bibliographic Details
Main Authors:	Nurul Huda, Ishak, Iza Sazanita, Isa, Muhammad Khusairi, Osman, Mohd Shawal, Jadin, Kamarulazhar, Daud, Mohd Zulhamdy, Ab Hamid
Format:	Article
Language:	English
Published:	IEEE 2025
Subjects:	QA75 Electronic computers. Computer science TA Engineering (General). Civil engineering (General) TK Electrical engineering. Electronics Nuclear engineering
Online Access:	http://umpir.ump.edu.my/id/eprint/45020/ http://umpir.ump.edu.my/id/eprint/45020/1/2TSS-%20Two-tier%20semantic%20segmentation%20framework%20with%20enhancement.pdf

Similar Items

Hotspot detection of solar photovoltaic system : A perspective from image processing
by: Nurul Huda, Ishak, et al.
Published: (2023)

Hotspot detection method for photovoltaic system: A review
by: Tan, Li Ven, et al.
Published: (2020)

Fusion colour model for photovoltaic (PV) segmentation
by: Azura@Nurul Shuhada, Daud, et al.
Published: (2024)

Hotspot detection in photovoltaic array using thermal imaging method
by: Mohd Shawal, Jadin, et al.
Published: (2022)

Development of PV module hotspot detector
by: Mohd Shawal, Jadin, et al.
Published: (2019)

Limiting THD of grid connected photovoltaic system using PWM switching frequency selection based on solar irradiance changing
by: Syahierah Eliya, Sabri, et al.
Published: (2019)

Optimization-driven extreme learning machine for floating photovoltaic power prediction: A teaching learning-based approach
by: Mohd Redzuan, Ahmad, et al.
Published: (2025)

Impact of dust deposition on PV performance and hotspot generation: I-V and thermal analysis with SEM and UV-VIS-NIR
by: Islam, Md. Imamul, et al.
Published: (2024)

Interactive control algorithm based on real-time solar irradiance forecasting model for standalone photovoltaic system
by: Mohd Shah, Ahmad Syahiman, et al.
Published: (2019)

Performance analysis of the PV module mitigation method affected by hotspot condition
by: Mohd Munif, Rosli, et al.
Published: (2022)

An Improved Framework Of Region Segmentation For Diagnosing Thermal Condition Of Electrical Installation Based On Infrared Image Analysis
by: Jadin, Mohd Shawal
Published: (2018)

Hotspot detection for wall-mounted air-conditioner system
by: M. S., Jadin, et al.
Published: (2017)

Hierarchical power output prediction for floating photovoltaic systems
by: Mohd Herwan, Sulaiman, et al.
Published: (2025)

Development of microcontroller based portable solar irradiance meter using mini solar cell
by: Lee, Woan Jun, et al.
Published: (2020)

Energy enhancement of aged photovoltaic array under hotspot conditions : A comparison of different interconnection topologies
by: Al Mansur, Ahmed, et al.
Published: (2023)

Comparison of solar photovoltaic module temperature models
by: Jakhrani, A.Q., et al.
Published: (2011)

Short-term forecasting of rooftop retrofitted photovoltaic power generation using machine learning
by: Mohd Herwan, Sulaiman, et al.
Published: (2024)

Short-Term forecasting of floating photovoltaic power generation using machine learning models
by: Mohd Herwan, Sulaiman, et al.
Published: (2024)

Wireless Control of Anti-Theft Solar Photovoltaic Module
by: Tan, Yin Shen
Published: (2017)

Development of optical fiber sensor for measurement of TSS in water
by: Ahmad Fairuz Omar,
Published: (2008)

Comparison of solar photovoltaic module temperature models
by: Jakhrani, A.Q., et al.
Published: (2011)

Development of Hybrid Thermoelectric and Photovoltaic Power Generation
by: M. S., Jadin, et al.
Published: (2015)

Using two-tier bitwise interest oriented QRP data structure for high clustering through interest similarity in SWB P2P systems
by: Lim, Tong Ming *, et al.
Published: (2012)

Investigation of solar photovoltaic module power output by various models
by: Jakhrani, A.Q., et al.
Published: (2012)

A device for evaluating photovoltaic (PV) module output performance and degradation
by: Mohd Shawal, Jadin, et al.
Published: (2022)

On-grid solar photovoltaic system: components, design considerations, and case study
by: Kumar, Nallapaneni Manoj, et al.
Published: (2018)

Analysis of photovoltaic module degradation: An experimental investigation on the correlation between partial shading, hot spots, and EVA discoloration
by: Islam, Md. Imamul, et al.
Published: (2024)

Analyzing and visualizing data dengue hotspot location
by: Zainal Abidin, Nadzurah, et al.
Published: (2018)

Forensic of Solar PV: A review of potential faults and maintenance strategies
by: Siti Nor Azlina, Mohd Ghazali, et al.
Published: (2021)

Modeling of Photovoltaic Solar Array under Different levels of partial shadow Conditions
by: Ali Mahmood, Humada, et al.
Published: (2014)

Enhancing The Solar Energy Potential in Malaysia Using The Concentrated Photovoltaic (CPV) Technology
by: Akorede, Mudathir Funsho
Published: (2012)

Public acceptance of residential solar photovoltaic technology in Malaysia
by: Ahmad, Salman, et al.
Published: (2017)

Solar Photovoltaic Power Plant Optimization under Net Energy Metering (NEM) Scheme
by: Lee, Chee Leong
Published: (2016)

Photovoltaic technologies photo-thermal challenges: Thin active layer solar cells significance
by: Bablu K. Ghosh, Bablu K. Ghosh, et al.
Published: (2023)

The method to mitigate the impact of high penetration of solar photovoltaic capacity to the grid via analysis of the temporal variation of solar irradiance in Malaysia
by: Gan, Chun Liang
Published: (2019)

Distance based thresholds for 2-tier relay nodes selection in WSN
by: Azamuddin, Abdul Rahman, et al.
Published: (2019)

Infrared Image Enhancement and Segmentation for Extracting the Thermal Anomalies in Electrical Equipment
by: M. S., Jadin, et al.
Published: (2012)

A Proposed Method of Photovoltaic Solar Array Configuration Under Different Partial Shadow Conditions
by: Ali Mahmood, Humada, et al.
Published: (2014)

Enhanced Semantic Image Segmentation Through Convolutional and Atrous Convolution Techniques
by: Meghana, H.V., et al.
Published: (2024)

Uplink User Capacity in a 2 tier CDMA Network in the Presence of Degenerate Users
by: Yahya, Norashikin, et al.
Published: (2006)