Isolating Defects in Light Beam Induced Current Maps of Solar Cells

The advances in solar technologies has lead higher device conversion efficiency and lower production costs. Ensuring the quality of the solar cells, however, remains a challenge and automation of defect identification in solar cells can potentially make the process efficient. Light Beam Induced Curr...

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Main Authors: Ngo, Genevieve, Macabebe, Erees Queen B
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Published: Archīum Ateneo 2019
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Online Access:https://archium.ateneo.edu/ecce-faculty-pubs/9
https://ieeexplore.ieee.org/abstract/document/8650105
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Institution: Ateneo De Manila University
id ph-ateneo-arc.ecce-faculty-pubs-1008
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spelling ph-ateneo-arc.ecce-faculty-pubs-10082022-02-24T16:20:36Z Isolating Defects in Light Beam Induced Current Maps of Solar Cells Ngo, Genevieve Macabebe, Erees Queen B The advances in solar technologies has lead higher device conversion efficiency and lower production costs. Ensuring the quality of the solar cells, however, remains a challenge and automation of defect identification in solar cells can potentially make the process efficient. Light Beam Induced Current (LBIC) mapping is a high-resolution imaging technique that allows researchers to see defects in solar cell. LBIC maps show the spatial distribution of the short-circuit current of a solar cell. In this study, surface and sub-surface defects in an LBIC image were identified using watershed segmentation, image dilation and inpainting. The image processing model on the image presented resulted in an Intersection over Union score of 41.33%. The model was able to highlight features on the LBIC map that are potential defects and further investigation can be made on these areas to understand the underlying cause of these defects. 2019-02-25T08:00:00Z text https://archium.ateneo.edu/ecce-faculty-pubs/9 https://ieeexplore.ieee.org/abstract/document/8650105 Electronics, Computer, and Communications Engineering Faculty Publications Archīum Ateneo Photovoltaic cells Image segmentation Image edge detection Kernel Bars Fingers LBIC mapping image inpainting image processing Electrical and Computer Engineering Power and Energy
institution Ateneo De Manila University
building Ateneo De Manila University Library
continent Asia
country Philippines
Philippines
content_provider Ateneo De Manila University Library
collection archium.Ateneo Institutional Repository
topic Photovoltaic cells
Image segmentation
Image edge detection
Kernel
Bars
Fingers
LBIC mapping
image inpainting
image processing
Electrical and Computer Engineering
Power and Energy
spellingShingle Photovoltaic cells
Image segmentation
Image edge detection
Kernel
Bars
Fingers
LBIC mapping
image inpainting
image processing
Electrical and Computer Engineering
Power and Energy
Ngo, Genevieve
Macabebe, Erees Queen B
Isolating Defects in Light Beam Induced Current Maps of Solar Cells
description The advances in solar technologies has lead higher device conversion efficiency and lower production costs. Ensuring the quality of the solar cells, however, remains a challenge and automation of defect identification in solar cells can potentially make the process efficient. Light Beam Induced Current (LBIC) mapping is a high-resolution imaging technique that allows researchers to see defects in solar cell. LBIC maps show the spatial distribution of the short-circuit current of a solar cell. In this study, surface and sub-surface defects in an LBIC image were identified using watershed segmentation, image dilation and inpainting. The image processing model on the image presented resulted in an Intersection over Union score of 41.33%. The model was able to highlight features on the LBIC map that are potential defects and further investigation can be made on these areas to understand the underlying cause of these defects.
format text
author Ngo, Genevieve
Macabebe, Erees Queen B
author_facet Ngo, Genevieve
Macabebe, Erees Queen B
author_sort Ngo, Genevieve
title Isolating Defects in Light Beam Induced Current Maps of Solar Cells
title_short Isolating Defects in Light Beam Induced Current Maps of Solar Cells
title_full Isolating Defects in Light Beam Induced Current Maps of Solar Cells
title_fullStr Isolating Defects in Light Beam Induced Current Maps of Solar Cells
title_full_unstemmed Isolating Defects in Light Beam Induced Current Maps of Solar Cells
title_sort isolating defects in light beam induced current maps of solar cells
publisher Archīum Ateneo
publishDate 2019
url https://archium.ateneo.edu/ecce-faculty-pubs/9
https://ieeexplore.ieee.org/abstract/document/8650105
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