Domen Hudoklin , Gino Cortellessa , Gaber Begeš , Fausto Arpino , Giorgio Ficco , Vito Fernicola , Samo Beguš
{"title":"表面湿度传感器的高分辨率表征","authors":"Domen Hudoklin , Gino Cortellessa , Gaber Begeš , Fausto Arpino , Giorgio Ficco , Vito Fernicola , Samo Beguš","doi":"10.1016/j.snb.2025.138792","DOIUrl":null,"url":null,"abstract":"<div><div>Accurate characterisation of the surface moisture content at sub-millimetre scales is crucial in various industries, particularly in the safety-critical production of electric motors for the automotive industry, in packaging and in electronics manufacturing. Apart from moisture resolution, existing sensors often lack the necessary spatial resolution, making precise control of adhesion quality difficult. To solve this problem, we present a novel experimental setup that generates controlled micrometre-scale moisture gradients in thin polymer samples, enabling high-resolution calibration of surface-sensitive moisture sensors. Since direct measurement of the moisture profile at this scale is difficult, we validated the generated moisture gradients using computational fluid dynamics simulations and confirmed their linearity and stability. We then used this setup to determine the effective detection depth of a previously developed surface moisture sensor based on diffuse reflectance infrared Fourier transform spectroscopy. Our results show that using this experimental setup alone improves the spatial resolution of the sensor by a factor of 14 – from about 0.7 mm to effectively 48 µm. This approach fills a critical gap by providing a practical means of calibrating and characterising moisture sensors that respond to surface moisture gradients, significantly improving quality control in high-precision manufacturing processes.</div></div>","PeriodicalId":425,"journal":{"name":"Sensors and Actuators B: Chemical","volume":"447 ","pages":"Article 138792"},"PeriodicalIF":3.7000,"publicationDate":"2025-09-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"High-resolution characterisation of the surface moisture sensor\",\"authors\":\"Domen Hudoklin , Gino Cortellessa , Gaber Begeš , Fausto Arpino , Giorgio Ficco , Vito Fernicola , Samo Beguš\",\"doi\":\"10.1016/j.snb.2025.138792\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>Accurate characterisation of the surface moisture content at sub-millimetre scales is crucial in various industries, particularly in the safety-critical production of electric motors for the automotive industry, in packaging and in electronics manufacturing. Apart from moisture resolution, existing sensors often lack the necessary spatial resolution, making precise control of adhesion quality difficult. To solve this problem, we present a novel experimental setup that generates controlled micrometre-scale moisture gradients in thin polymer samples, enabling high-resolution calibration of surface-sensitive moisture sensors. Since direct measurement of the moisture profile at this scale is difficult, we validated the generated moisture gradients using computational fluid dynamics simulations and confirmed their linearity and stability. We then used this setup to determine the effective detection depth of a previously developed surface moisture sensor based on diffuse reflectance infrared Fourier transform spectroscopy. Our results show that using this experimental setup alone improves the spatial resolution of the sensor by a factor of 14 – from about 0.7 mm to effectively 48 µm. This approach fills a critical gap by providing a practical means of calibrating and characterising moisture sensors that respond to surface moisture gradients, significantly improving quality control in high-precision manufacturing processes.</div></div>\",\"PeriodicalId\":425,\"journal\":{\"name\":\"Sensors and Actuators B: Chemical\",\"volume\":\"447 \",\"pages\":\"Article 138792\"},\"PeriodicalIF\":3.7000,\"publicationDate\":\"2025-09-25\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Sensors and Actuators B: Chemical\",\"FirstCategoryId\":\"92\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0925400525015680\",\"RegionNum\":1,\"RegionCategory\":\"化学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"CHEMISTRY, ANALYTICAL\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Sensors and Actuators B: Chemical","FirstCategoryId":"92","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0925400525015680","RegionNum":1,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"CHEMISTRY, ANALYTICAL","Score":null,"Total":0}
High-resolution characterisation of the surface moisture sensor
Accurate characterisation of the surface moisture content at sub-millimetre scales is crucial in various industries, particularly in the safety-critical production of electric motors for the automotive industry, in packaging and in electronics manufacturing. Apart from moisture resolution, existing sensors often lack the necessary spatial resolution, making precise control of adhesion quality difficult. To solve this problem, we present a novel experimental setup that generates controlled micrometre-scale moisture gradients in thin polymer samples, enabling high-resolution calibration of surface-sensitive moisture sensors. Since direct measurement of the moisture profile at this scale is difficult, we validated the generated moisture gradients using computational fluid dynamics simulations and confirmed their linearity and stability. We then used this setup to determine the effective detection depth of a previously developed surface moisture sensor based on diffuse reflectance infrared Fourier transform spectroscopy. Our results show that using this experimental setup alone improves the spatial resolution of the sensor by a factor of 14 – from about 0.7 mm to effectively 48 µm. This approach fills a critical gap by providing a practical means of calibrating and characterising moisture sensors that respond to surface moisture gradients, significantly improving quality control in high-precision manufacturing processes.
期刊介绍:
Sensors & Actuators, B: Chemical is an international journal focused on the research and development of chemical transducers. It covers chemical sensors and biosensors, chemical actuators, and analytical microsystems. The journal is interdisciplinary, aiming to publish original works showcasing substantial advancements beyond the current state of the art in these fields, with practical applicability to solving meaningful analytical problems. Review articles are accepted by invitation from an Editor of the journal.