Analytical Modeling of Cuboid Microfluidic Multilayered Glass Structure for Microwave Permittivity Sensors

A microfluidic structure plays a crucial role in supporting liquid sensors. However, modeling a multilayered microfluidic structure faces challenges for permittivity sensor applications, particularly concerning the non monotonic behavior of multilayered dielectrics. These challenges arise due to the varying characteristics of the electric field (E) direction in dielectrics with low and high permittivity. The existing models exhibit significant deviations from measurement results across a wide permittivity range. To address the issue, this article proposes a quasi-static conformal approach with exponentially tapered capacitance to minimize deviations caused by nonlinear behavior. This study uses the exponential tapered permittivity ratio to adjust and modify the capacitance value. The proposed model was examined across samples with a wide range of permittivity, spanning from air of 1.0 to water of 80.0. To verify the proposed model, finite element method (FEM) simulations and experimental measurements were conducted. A three-layer configuration was prepared, i.e., glass (<inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">$\varepsilon _{{r}{2}} =7.3$ </tex-math></inline-formula>)/liquid sample (<inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">$\varepsilon _{{r}{3}} =1.0$ </tex-math></inline-formula>–80.0)/glass (<inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">$\varepsilon _{{r}{4}} =7.3$ </tex-math></inline-formula>). The sample was positioned at the middle layer by using a microfluidic channel with a cuboid shape. As a result, the comparison of the quasi-static conformal approach without and with the exponentially tapered capacitance model reveals deviations in the effective permittivity (<inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">$\varepsilon _{{r}\text {-eff}}$ </tex-math></inline-formula>) of 27.7% and 1.3%, in the characteristic impedance (<inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">${Z} _{{0}}$ </tex-math></inline-formula>) of 11.1% and 0.8%, and in the total capacitance (<inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">${C} _{\text {T}}$ </tex-math></inline-formula>) of 28.5% and 1.4%, respectively. Subsequently, the proposed sensor structure was fabricated and measured for permittivity sensor application using the resonant frequency shift approach. The measurement results, ranging from the air (<inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">$\varepsilon _{{r}{3}} =1.0$ </tex-math></inline-formula>) to the water sample (<inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">$\varepsilon _{{r}{3}} =80.0$ </tex-math></inline-formula>), showed a frequency shift of 425.50 MHz and an average normalized sensitivity (NS) of 0.64%. This study presents a robust and accurate model, offering a practical solution for permittivity sensing. The proposed approach meets the high accuracy and sensitivity demands in diverse industrial and environmental applications. Additionally, the model is recommended for various sectors, including the biomedical industry, medicine, and material quality control.

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Publication Details

Journal
IEEE Sensors Journal
Published
2025-01-29
DOI
https://doi.org/10.1109/jsen.2025.3532844
Citations
2
Primary Topic
Advanced Fiber Optic Sensors
Type
article
Field-Weighted Citation Impact
1.46
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article

Analytical Modeling of Cuboid Microfluidic Multilayered Glass Structure for Microwave Permittivity Sensors

Rocky Alfanz, Toto Supriyanto, Gunawan Wibisono, Slamet Widodo et al.
2 citations
IEEE Sensors Journal
Advanced Fiber Optic Sensors
1.46
article

Analytical Modeling of Cuboid Microfluidic Multilayered Glass Structure for Microwave Permittivity Sensors

Rocky Alfanz, Toto Supriyanto, Gunawan Wibisono, Slamet Widodo, Jun Kondoh, Aloysius Adya Pramudita, Adi Mahmud Jaya Marindra, Mudrik Alaydrus, Yuyu Wahyu, Teguh Firmansyah, Syah Alam, Alimuddin Alimuddin, Muhammad Iqbal
article en
2 citations

Abstract

A microfluidic structure plays a crucial role in supporting liquid sensors. However, modeling a multilayered microfluidic structure faces challenges for permittivity sensor applications, particularly concerning the non monotonic behavior of multilayered dielectrics. These challenges arise due to the varying characteristics of the electric field (E) direction in dielectrics with low and high permittivity. The existing models exhibit significant deviations from measurement results across a wide permittivity range. To address the issue, this article proposes a quasi-static conformal approach with exponentially tapered capacitance to minimize deviations caused by nonlinear behavior. This study uses the exponential tapered permittivity ratio to adjust and modify the capacitance value. The proposed model was examined across samples with a wide range of permittivity, spanning from air of 1.0 to water of 80.0. To verify the proposed model, finite element method (FEM) simulations and experimental measurements were conducted. A three-layer configuration was prepared, i.e., glass (<inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">$\varepsilon _{{r}{2}} =7.3$ </tex-math></inline-formula>)/liquid sample (<inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">$\varepsilon _{{r}{3}} =1.0$ </tex-math></inline-formula>–80.0)/glass (<inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">$\varepsilon _{{r}{4}} =7.3$ </tex-math></inline-formula>). The sample was positioned at the middle layer by using a microfluidic channel with a cuboid shape. As a result, the comparison of the quasi-static conformal approach without and with the exponentially tapered capacitance model reveals deviations in the effective permittivity (<inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">$\varepsilon _{{r}\text {-eff}}$ </tex-math></inline-formula>) of 27.7% and 1.3%, in the characteristic impedance (<inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">${Z} _{{0}}$ </tex-math></inline-formula>) of 11.1% and 0.8%, and in the total capacitance (<inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">${C} _{\text {T}}$ </tex-math></inline-formula>) of 28.5% and 1.4%, respectively. Subsequently, the proposed sensor structure was fabricated and measured for permittivity sensor application using the resonant frequency shift approach. The measurement results, ranging from the air (<inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">$\varepsilon _{{r}{3}} =1.0$ </tex-math></inline-formula>) to the water sample (<inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">$\varepsilon _{{r}{3}} =80.0$ </tex-math></inline-formula>), showed a frequency shift of 425.50 MHz and an average normalized sensitivity (NS) of 0.64%. This study presents a robust and accurate model, offering a practical solution for permittivity sensing. The proposed approach meets the high accuracy and sensitivity demands in diverse industrial and environmental applications. Additionally, the model is recommended for various sectors, including the biomedical industry, medicine, and material quality control.

IEEE Sensors JournalVol. 25(6)
Shizuoka University (JP), Bandung Institute of Technology (ID), Universitas Trisakti (ID), Mercu Buana University (ID), IPB University (ID), Jakarta State Polytechnic (ID), University of Indonesia (ID), Sultan Ageng Tirtayasa University (ID), Institut Teknologi Kalimantan (ID), National Research and Innovation Agency (ID), Telkom University (ID)
Affordable and clean energy
Openalex Percentile: Top 20%
Advanced Fiber Optic Sensors
1.46
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