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Evaluation of Silica Nanofluids in Static and Dynamic Conditions by an Optical Fiber Sensor

This work presents an optical fiber dynamic light scattering sensor capable of simultaneously assessing concentration and flow speed of nanofluids. Silica nanoparticles (189 nm) in water were tested, yielding a sensitivity of 0.78288 × 10³ s(−1) for static conditions. Then, the sensor was submitted...

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Autores principales: César Prado Soares, Marco, Santos Rodrigues, Matheus, Alexandre Schenkel, Egont, Perli, Gabriel, Hideak Arita Silva, Willian, Kauê Gomes, Matheus, Fujiwara, Eric, Kenichi Suzuki, Carlos
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7039219/
https://www.ncbi.nlm.nih.gov/pubmed/32012875
http://dx.doi.org/10.3390/s20030707
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author César Prado Soares, Marco
Santos Rodrigues, Matheus
Alexandre Schenkel, Egont
Perli, Gabriel
Hideak Arita Silva, Willian
Kauê Gomes, Matheus
Fujiwara, Eric
Kenichi Suzuki, Carlos
author_facet César Prado Soares, Marco
Santos Rodrigues, Matheus
Alexandre Schenkel, Egont
Perli, Gabriel
Hideak Arita Silva, Willian
Kauê Gomes, Matheus
Fujiwara, Eric
Kenichi Suzuki, Carlos
author_sort César Prado Soares, Marco
collection PubMed
description This work presents an optical fiber dynamic light scattering sensor capable of simultaneously assessing concentration and flow speed of nanofluids. Silica nanoparticles (189 nm) in water were tested, yielding a sensitivity of 0.78288 × 10³ s(−1) for static conditions. Then, the sensor was submitted to situations that simulate spatial concentration changes, offering better results than those obtained by traditional mathematical models. Finally, in flow tests, the light backscattered by the nanoparticles were collected by a fiber probe placed parallel to the streamline, whereas intensity values were processed by artificial neural networks. The sensor provides average errors of 0.09 wt% and 0.26 cm/s for concentration and speed measurements, respectively, and can be further applied to assess different types of nanofluids and inline processes.
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spelling pubmed-70392192020-03-09 Evaluation of Silica Nanofluids in Static and Dynamic Conditions by an Optical Fiber Sensor César Prado Soares, Marco Santos Rodrigues, Matheus Alexandre Schenkel, Egont Perli, Gabriel Hideak Arita Silva, Willian Kauê Gomes, Matheus Fujiwara, Eric Kenichi Suzuki, Carlos Sensors (Basel) Article This work presents an optical fiber dynamic light scattering sensor capable of simultaneously assessing concentration and flow speed of nanofluids. Silica nanoparticles (189 nm) in water were tested, yielding a sensitivity of 0.78288 × 10³ s(−1) for static conditions. Then, the sensor was submitted to situations that simulate spatial concentration changes, offering better results than those obtained by traditional mathematical models. Finally, in flow tests, the light backscattered by the nanoparticles were collected by a fiber probe placed parallel to the streamline, whereas intensity values were processed by artificial neural networks. The sensor provides average errors of 0.09 wt% and 0.26 cm/s for concentration and speed measurements, respectively, and can be further applied to assess different types of nanofluids and inline processes. MDPI 2020-01-28 /pmc/articles/PMC7039219/ /pubmed/32012875 http://dx.doi.org/10.3390/s20030707 Text en © 2020 by the authors. 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 (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
César Prado Soares, Marco
Santos Rodrigues, Matheus
Alexandre Schenkel, Egont
Perli, Gabriel
Hideak Arita Silva, Willian
Kauê Gomes, Matheus
Fujiwara, Eric
Kenichi Suzuki, Carlos
Evaluation of Silica Nanofluids in Static and Dynamic Conditions by an Optical Fiber Sensor
title Evaluation of Silica Nanofluids in Static and Dynamic Conditions by an Optical Fiber Sensor
title_full Evaluation of Silica Nanofluids in Static and Dynamic Conditions by an Optical Fiber Sensor
title_fullStr Evaluation of Silica Nanofluids in Static and Dynamic Conditions by an Optical Fiber Sensor
title_full_unstemmed Evaluation of Silica Nanofluids in Static and Dynamic Conditions by an Optical Fiber Sensor
title_short Evaluation of Silica Nanofluids in Static and Dynamic Conditions by an Optical Fiber Sensor
title_sort evaluation of silica nanofluids in static and dynamic conditions by an optical fiber sensor
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7039219/
https://www.ncbi.nlm.nih.gov/pubmed/32012875
http://dx.doi.org/10.3390/s20030707
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