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Performance Comparison of Tungsten-Halogen Light and Phosphor-Converted NIR LED in Soluble Solid Content Estimation of Apple

A Tungsten-Halogen (TH) lamp is the most popular light source in NIR spectroscopy and hyperspectral imaging, which requires a warm-up to reach very high temperatures of up to 250 °C and take a long time for radiation stabilization. Consequently, it has a large enough volume to enable heat dissipatio...

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Autores principales: Lee, Hoyoung, Cho, Sungho, Lim, Jongguk, Lee, Ahyeong, Kim, Giyoung, Song, Doo-Jin, Chun, Seung-Woo, Kim, Min-Jee, Mo, Changyeun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9962298/
https://www.ncbi.nlm.nih.gov/pubmed/36850558
http://dx.doi.org/10.3390/s23041961
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author Lee, Hoyoung
Cho, Sungho
Lim, Jongguk
Lee, Ahyeong
Kim, Giyoung
Song, Doo-Jin
Chun, Seung-Woo
Kim, Min-Jee
Mo, Changyeun
author_facet Lee, Hoyoung
Cho, Sungho
Lim, Jongguk
Lee, Ahyeong
Kim, Giyoung
Song, Doo-Jin
Chun, Seung-Woo
Kim, Min-Jee
Mo, Changyeun
author_sort Lee, Hoyoung
collection PubMed
description A Tungsten-Halogen (TH) lamp is the most popular light source in NIR spectroscopy and hyperspectral imaging, which requires a warm-up to reach very high temperatures of up to 250 °C and take a long time for radiation stabilization. Consequently, it has a large enough volume to enable heat dissipation to prevent the thermal runaway of the electric circuit and turn out its power efficiency very low. These are major barriers for miniaturizing spectral systems and hyperspectral imaging devices. However, TH lamps can be replaced by pc-NIR LEDs in order to avoid high temperature and large volume. We compared the spectral emission of the available commercial pc-NIR LEDs under the same condition. As a replacement for the TH lamp, the VIS + NIR LED module was developed to combine a warm-white LED and pc-NIR LEDs. In order to feature out the availability of the VIS + NIR LED module against the TH lamp, they were used as the light source for evaluating the Soluble Solid Content (SSC) of an apple through VIS-NIR spectroscopy. The results show a remarkable feasibility in the performance of the partial least square (PLS) model using the VIS + NIR LED module; during PLS calibration, the correlation coefficient (R) values are 0.664 and 0.701, and the Mean Square Error (MSE) values are 0.681 and 0.602 for the TH lamp and VIS + NIR LED module, respectively. In VIS-NIR spectroscopy, this study indicates that the TH lamp could be replaceable with a warm-white LED and pc-NIR LEDs.
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spelling pubmed-99622982023-02-26 Performance Comparison of Tungsten-Halogen Light and Phosphor-Converted NIR LED in Soluble Solid Content Estimation of Apple Lee, Hoyoung Cho, Sungho Lim, Jongguk Lee, Ahyeong Kim, Giyoung Song, Doo-Jin Chun, Seung-Woo Kim, Min-Jee Mo, Changyeun Sensors (Basel) Article A Tungsten-Halogen (TH) lamp is the most popular light source in NIR spectroscopy and hyperspectral imaging, which requires a warm-up to reach very high temperatures of up to 250 °C and take a long time for radiation stabilization. Consequently, it has a large enough volume to enable heat dissipation to prevent the thermal runaway of the electric circuit and turn out its power efficiency very low. These are major barriers for miniaturizing spectral systems and hyperspectral imaging devices. However, TH lamps can be replaced by pc-NIR LEDs in order to avoid high temperature and large volume. We compared the spectral emission of the available commercial pc-NIR LEDs under the same condition. As a replacement for the TH lamp, the VIS + NIR LED module was developed to combine a warm-white LED and pc-NIR LEDs. In order to feature out the availability of the VIS + NIR LED module against the TH lamp, they were used as the light source for evaluating the Soluble Solid Content (SSC) of an apple through VIS-NIR spectroscopy. The results show a remarkable feasibility in the performance of the partial least square (PLS) model using the VIS + NIR LED module; during PLS calibration, the correlation coefficient (R) values are 0.664 and 0.701, and the Mean Square Error (MSE) values are 0.681 and 0.602 for the TH lamp and VIS + NIR LED module, respectively. In VIS-NIR spectroscopy, this study indicates that the TH lamp could be replaceable with a warm-white LED and pc-NIR LEDs. MDPI 2023-02-09 /pmc/articles/PMC9962298/ /pubmed/36850558 http://dx.doi.org/10.3390/s23041961 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Lee, Hoyoung
Cho, Sungho
Lim, Jongguk
Lee, Ahyeong
Kim, Giyoung
Song, Doo-Jin
Chun, Seung-Woo
Kim, Min-Jee
Mo, Changyeun
Performance Comparison of Tungsten-Halogen Light and Phosphor-Converted NIR LED in Soluble Solid Content Estimation of Apple
title Performance Comparison of Tungsten-Halogen Light and Phosphor-Converted NIR LED in Soluble Solid Content Estimation of Apple
title_full Performance Comparison of Tungsten-Halogen Light and Phosphor-Converted NIR LED in Soluble Solid Content Estimation of Apple
title_fullStr Performance Comparison of Tungsten-Halogen Light and Phosphor-Converted NIR LED in Soluble Solid Content Estimation of Apple
title_full_unstemmed Performance Comparison of Tungsten-Halogen Light and Phosphor-Converted NIR LED in Soluble Solid Content Estimation of Apple
title_short Performance Comparison of Tungsten-Halogen Light and Phosphor-Converted NIR LED in Soluble Solid Content Estimation of Apple
title_sort performance comparison of tungsten-halogen light and phosphor-converted nir led in soluble solid content estimation of apple
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9962298/
https://www.ncbi.nlm.nih.gov/pubmed/36850558
http://dx.doi.org/10.3390/s23041961
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