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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Archīum Ateneo
2019
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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 |
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Photovoltaic cells Image segmentation Image edge detection Kernel Bars Fingers LBIC mapping image inpainting image processing Electrical and Computer Engineering Power and Energy |
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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 |
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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. |
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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 |
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Archīum Ateneo |
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2019 |
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https://archium.ateneo.edu/ecce-faculty-pubs/9 https://ieeexplore.ieee.org/abstract/document/8650105 |
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