Identification of mixed micro- and nanoparticle suspensions using an opto-microfluidic lab-on-a-chip system with Monte Carlo-based light extinction spectrometry

The extinction characteristics of mixed micro- and nanoparticle suspensions with micro-systems are of primary importance in various research fields and industry applications. In this study, light extinction spectrometry on the basis of a Monte Carlo technique is investigated to characterize the mixing ratio and particle radius of monodisperse two-phase suspensions. A series of experimental extinction spectrum measurements for single-phase and two-phase suspensions are operated by an opto-microfluidic lab-on-a-chip system. Subsequently, the optimized genetic algorithm is employed to perform simultaneous inversion of the mixing ratio and radius for two-phase suspensions based on spectral measurements. The results indicate that the inversion errors are < 2 % and < 5 % for single-parameter and multi-parameters of mixed particle suspensions, respectively. It clearly demonstrates the value of the proposed system for simultaneously identifying particle radii and mixing ratio in mixed particle suspension. These findings confirm the effectiveness of our system, which can be used as a mixed particle identification platform for advanced applications such as medical diagnosis and environmental monitoring. It can also be further extended to handle polydisperse and non-spherical particle suspensions for more complex and realistic scenarios. • Light extinction spectrometry is used to characterize suspensions in a lab-on-a-chip. • Monte Carlo simulations predict the extinction spectrum measured with this opto-microfluidic system. • A genetic algorithm retrieves the particle sizes and mixing ratio of the suspensions. • The inversion errors are < 2 % for single parameters and < 5 % for multi-parameters in mixed particle suspensions.

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Publication Details

Journal
Sensors and Actuators A Physical
Published
2025-04-21
DOI
https://doi.org/10.1016/j.sna.2025.116597
Primary Topic
Microfluidic and Bio-sensing Technologies
Type
article
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article

Identification of mixed micro- and nanoparticle suspensions using an opto-microfluidic lab-on-a-chip system with Monte Carlo-based light extinction spectrometry

Shuo-Chih Chien, Wei-Yu Chen, Hsin-Yu Chuang, Chia‐Hsiung Cheng et al.
Sensors and Actuators A Physical
Microfluidic and Bio-sensing Technologies
article

Identification of mixed micro- and nanoparticle suspensions using an opto-microfluidic lab-on-a-chip system with Monte Carlo-based light extinction spectrometry

Shuo-Chih Chien, Wei-Yu Chen, Hsin-Yu Chuang, Chia‐Hsiung Cheng, Quoc-Thinh Dinh, Tien-Li Chang, Cheng‐Yang Liu, Yu‐Bin Chen
article en

Abstract

The extinction characteristics of mixed micro- and nanoparticle suspensions with micro-systems are of primary importance in various research fields and industry applications. In this study, light extinction spectrometry on the basis of a Monte Carlo technique is investigated to characterize the mixing ratio and particle radius of monodisperse two-phase suspensions. A series of experimental extinction spectrum measurements for single-phase and two-phase suspensions are operated by an opto-microfluidic lab-on-a-chip system. Subsequently, the optimized genetic algorithm is employed to perform simultaneous inversion of the mixing ratio and radius for two-phase suspensions based on spectral measurements. The results indicate that the inversion errors are < 2 % and < 5 % for single-parameter and multi-parameters of mixed particle suspensions, respectively. It clearly demonstrates the value of the proposed system for simultaneously identifying particle radii and mixing ratio in mixed particle suspension. These findings confirm the effectiveness of our system, which can be used as a mixed particle identification platform for advanced applications such as medical diagnosis and environmental monitoring. It can also be further extended to handle polydisperse and non-spherical particle suspensions for more complex and realistic scenarios. • Light extinction spectrometry is used to characterize suspensions in a lab-on-a-chip. • Monte Carlo simulations predict the extinction spectrum measured with this opto-microfluidic system. • A genetic algorithm retrieves the particle sizes and mixing ratio of the suspensions. • The inversion errors are < 2 % for single parameters and < 5 % for multi-parameters in mixed particle suspensions.

Sensors and Actuators A PhysicalVol. 390
National Taiwan Normal University (TW), National Yang Ming Chiao Tung University (TW), National Tsing Hua University (TW), Taipei Medical University (TW)
Life below water
Openalex Percentile: Top 92%
Microfluidic and Bio-sensing Technologies
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