{"title":"使用基于蒙特卡罗的消光光谱法的光微流控芯片实验室系统鉴定混合微颗粒和纳米颗粒悬浮液","authors":"Quoc-Thinh Dinh , Shuo-Chih Chien , Hsin-Yu Chuang , Wei-Yu Chen , Chia-Hsiung Cheng , Tien-Li Chang , Yu-Bin Chen , Cheng-Yang Liu","doi":"10.1016/j.sna.2025.116597","DOIUrl":null,"url":null,"abstract":"<div><div>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.</div></div>","PeriodicalId":21689,"journal":{"name":"Sensors and Actuators A-physical","volume":"390 ","pages":"Article 116597"},"PeriodicalIF":4.1000,"publicationDate":"2025-04-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Identification of mixed micro- and nanoparticle suspensions using an opto-microfluidic lab-on-a-chip system with Monte Carlo-based light extinction spectrometry\",\"authors\":\"Quoc-Thinh Dinh , Shuo-Chih Chien , Hsin-Yu Chuang , Wei-Yu Chen , Chia-Hsiung Cheng , Tien-Li Chang , Yu-Bin Chen , Cheng-Yang Liu\",\"doi\":\"10.1016/j.sna.2025.116597\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>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.</div></div>\",\"PeriodicalId\":21689,\"journal\":{\"name\":\"Sensors and Actuators A-physical\",\"volume\":\"390 \",\"pages\":\"Article 116597\"},\"PeriodicalIF\":4.1000,\"publicationDate\":\"2025-04-21\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Sensors and Actuators A-physical\",\"FirstCategoryId\":\"5\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0924424725004030\",\"RegionNum\":3,\"RegionCategory\":\"工程技术\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"ENGINEERING, ELECTRICAL & ELECTRONIC\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Sensors and Actuators A-physical","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0924424725004030","RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ENGINEERING, ELECTRICAL & ELECTRONIC","Score":null,"Total":0}
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.
期刊介绍:
Sensors and Actuators A: Physical brings together multidisciplinary interests in one journal entirely devoted to disseminating information on all aspects of research and development of solid-state devices for transducing physical signals. Sensors and Actuators A: Physical regularly publishes original papers, letters to the Editors and from time to time invited review articles within the following device areas:
• Fundamentals and Physics, such as: classification of effects, physical effects, measurement theory, modelling of sensors, measurement standards, measurement errors, units and constants, time and frequency measurement. Modeling papers should bring new modeling techniques to the field and be supported by experimental results.
• Materials and their Processing, such as: piezoelectric materials, polymers, metal oxides, III-V and II-VI semiconductors, thick and thin films, optical glass fibres, amorphous, polycrystalline and monocrystalline silicon.
• Optoelectronic sensors, such as: photovoltaic diodes, photoconductors, photodiodes, phototransistors, positron-sensitive photodetectors, optoisolators, photodiode arrays, charge-coupled devices, light-emitting diodes, injection lasers and liquid-crystal displays.
• Mechanical sensors, such as: metallic, thin-film and semiconductor strain gauges, diffused silicon pressure sensors, silicon accelerometers, solid-state displacement transducers, piezo junction devices, piezoelectric field-effect transducers (PiFETs), tunnel-diode strain sensors, surface acoustic wave devices, silicon micromechanical switches, solid-state flow meters and electronic flow controllers.
Etc...