ResearchSpace
→
Browsing by Subject

Browsing by Subject "Semantic segmentation"

Now showing items 1-3 of 3

A benchmark dataset for defect detection and classification in electroluminescence images of PV modules using semantic segmentation

Author: Pratt, Lawrence E ; Matheus, Jana ; Klein, R Date: Dec 2023 Electroluminescence (EL) images enable defect detection in solar photovoltaic (PV) modules that are otherwise invisible to the naked eye, much the same way an x-ray enables a doctor to detect cracks and fractures in bones. This paper presents ... Read more c b n d
Defect detection and quantification in electroluminescence images of solar PV modules using U-net semantic segmentation

Author: Pratt, Lawrence E ; Govender, Devashen ; Klein, R Date: Nov 2021 Electroluminescence (EL) images enable defect detection in solar photovoltaic (PV) modules that are otherwise invisible to the naked eye, much the same way an x-ray enables a doctor to detect cracks and fractures in bones. The prevalence of ... Read more
Towards improved solar PV module characterisation: Correlating electroluminescence image defects with I-V curve characteristics using a semantic segmentation based multi-defect detection algorithm

Author: Zandamela, Frank ; Pratt, Lawrence E ; May, Siyasanga I ; Mkasi, Hlaluku W ; Mabeo, Reuben T Date: Nov 2023 There has been significant research on the relationship between current-voltage (I-V) curve characteristics and electroluminescence (EL) module defects. Current methods use EL image pixels to develop features, which are then correlated with ... Read more

Now showing items 1-3 of 3

Browse

All of ResearchSpace

Quick Links

Legislation and compliance

General Enquiries

Tel: + 27 12 841 2911
Email: callcentre@csir.co.za

Physical Address
Meiring Naudé Road
Brummeria
Pretoria
South Africa

Postal Address
PO Box 395
Pretoria 0001
South Africa

Social Connect

Resources on this site are free to download and reuse according to associated licensing provision. Please read the terms and conditions of usage of each resource.

Browsing by Subject "Semantic segmentation"

Browsing by Subject "Semantic segmentation"

Browse

All of ResearchSpace

Quick Links

Legislation and compliance

General Enquiries

Social Connect