Georgios Foteinidis, Lampros Koutsotolis, Angelos Ntaflos, Alkiviadis S. Paipetis
{"title":"基于智能3D电容打印传感器网络的纤维复合材料结构损伤可视化","authors":"Georgios Foteinidis, Lampros Koutsotolis, Angelos Ntaflos, Alkiviadis S. Paipetis","doi":"10.1016/j.sna.2025.116643","DOIUrl":null,"url":null,"abstract":"<div><div>The ever-increasing use of composite materials in high-end structural applications calls for reliable damage diagnostics. This study proposes an innovative approach to convert a conventional glass fibre laminate into a multifunctional self-monitoring material without the need for external sensing systems. To this end, a single-walled carbon nanotube (SWCNT)-based ink is employed to establish parallel conductive paths onto glass fibre substrates via a versatile spray-coating method. The glass fibre fabrics are laid up in an alternating perpendicular direction to form a functional grid within the laminate, therefore imparting sensing capabilities. To ensure enhanced electrical performance a ternary nanomodified epoxy resin, comprising multi-walled carbon nanotube (MWCNTs) and carbon black (CB) as additives, is used. Laminates are subjected to ballistic impact, while impedance spectroscopy is utilised to detect the induced damage. The herein suggested configuration allows for localised monitoring at the intersection points of the sensing grid, thereby facilitating damage within the matrix and imparting self-sensing capabilities to the composite. Through the systematic processing of complex impedance data and the subsequent visualisation of the signal, a topographical representation of the affected area is produced. To validate the proposed damage detection methodology and strengthen the findings X-ray microcomputed tomography and infrared thermography are also employed. The successful implementation of damage mapping by exploiting a purposely designed multifunctional composite with inherent sensing capabilities demonstrates its potential as a reliable and effective Structural Health Monitoring (SHM) technique.</div></div>","PeriodicalId":21689,"journal":{"name":"Sensors and Actuators A-physical","volume":"391 ","pages":"Article 116643"},"PeriodicalIF":4.1000,"publicationDate":"2025-04-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"3D Structural damage visualisation in fiber composites via a smart 3D capacitive printed sensor network\",\"authors\":\"Georgios Foteinidis, Lampros Koutsotolis, Angelos Ntaflos, Alkiviadis S. Paipetis\",\"doi\":\"10.1016/j.sna.2025.116643\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>The ever-increasing use of composite materials in high-end structural applications calls for reliable damage diagnostics. This study proposes an innovative approach to convert a conventional glass fibre laminate into a multifunctional self-monitoring material without the need for external sensing systems. To this end, a single-walled carbon nanotube (SWCNT)-based ink is employed to establish parallel conductive paths onto glass fibre substrates via a versatile spray-coating method. The glass fibre fabrics are laid up in an alternating perpendicular direction to form a functional grid within the laminate, therefore imparting sensing capabilities. To ensure enhanced electrical performance a ternary nanomodified epoxy resin, comprising multi-walled carbon nanotube (MWCNTs) and carbon black (CB) as additives, is used. Laminates are subjected to ballistic impact, while impedance spectroscopy is utilised to detect the induced damage. The herein suggested configuration allows for localised monitoring at the intersection points of the sensing grid, thereby facilitating damage within the matrix and imparting self-sensing capabilities to the composite. Through the systematic processing of complex impedance data and the subsequent visualisation of the signal, a topographical representation of the affected area is produced. To validate the proposed damage detection methodology and strengthen the findings X-ray microcomputed tomography and infrared thermography are also employed. The successful implementation of damage mapping by exploiting a purposely designed multifunctional composite with inherent sensing capabilities demonstrates its potential as a reliable and effective Structural Health Monitoring (SHM) technique.</div></div>\",\"PeriodicalId\":21689,\"journal\":{\"name\":\"Sensors and Actuators A-physical\",\"volume\":\"391 \",\"pages\":\"Article 116643\"},\"PeriodicalIF\":4.1000,\"publicationDate\":\"2025-04-28\",\"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/S0924424725004492\",\"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/S0924424725004492","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}
3D Structural damage visualisation in fiber composites via a smart 3D capacitive printed sensor network
The ever-increasing use of composite materials in high-end structural applications calls for reliable damage diagnostics. This study proposes an innovative approach to convert a conventional glass fibre laminate into a multifunctional self-monitoring material without the need for external sensing systems. To this end, a single-walled carbon nanotube (SWCNT)-based ink is employed to establish parallel conductive paths onto glass fibre substrates via a versatile spray-coating method. The glass fibre fabrics are laid up in an alternating perpendicular direction to form a functional grid within the laminate, therefore imparting sensing capabilities. To ensure enhanced electrical performance a ternary nanomodified epoxy resin, comprising multi-walled carbon nanotube (MWCNTs) and carbon black (CB) as additives, is used. Laminates are subjected to ballistic impact, while impedance spectroscopy is utilised to detect the induced damage. The herein suggested configuration allows for localised monitoring at the intersection points of the sensing grid, thereby facilitating damage within the matrix and imparting self-sensing capabilities to the composite. Through the systematic processing of complex impedance data and the subsequent visualisation of the signal, a topographical representation of the affected area is produced. To validate the proposed damage detection methodology and strengthen the findings X-ray microcomputed tomography and infrared thermography are also employed. The successful implementation of damage mapping by exploiting a purposely designed multifunctional composite with inherent sensing capabilities demonstrates its potential as a reliable and effective Structural Health Monitoring (SHM) technique.
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...