{"title":"Lever-arm based sample deformation transducer for axial and radial measurements in triaxial apparatus","authors":"Marcin Witowski","doi":"10.1016/j.measurement.2025.119206","DOIUrl":null,"url":null,"abstract":"<div><div>This paper presents an innovative non-contact system for measuring axial and radial strains in a triaxial apparatus specifically tailored for small diameter soil specimens. By employing miniature magnetometers positioned both inside and outside the triaxial cell, the design overcomes errors inherent in internal and external sensor mounting and interactions with the test medium. Initial signal conditioning is performed on a microcontroller while a trained neural network translates the non-linear relationship between magnetic field readings and actual displacements. The system achieves a resolution of 0.001 mm and is fully resistant to high pressures and water ingress. Calibration and comparative experiments on standard materials and natural soils demonstrate its superior accuracy in determining elastic moduli, detecting stiffness degradation at very low strains, and identifying yield limits, outperforming conventional external measurement techniques. This versatile approach provides a powerful tool for advanced soil mechanical characterization in both laboratory testing and numerical modeling.</div></div>","PeriodicalId":18349,"journal":{"name":"Measurement","volume":"258 ","pages":"Article 119206"},"PeriodicalIF":5.6000,"publicationDate":"2025-10-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Measurement","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0263224125025655","RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENGINEERING, MULTIDISCIPLINARY","Score":null,"Total":0}
引用次数: 0
Abstract
This paper presents an innovative non-contact system for measuring axial and radial strains in a triaxial apparatus specifically tailored for small diameter soil specimens. By employing miniature magnetometers positioned both inside and outside the triaxial cell, the design overcomes errors inherent in internal and external sensor mounting and interactions with the test medium. Initial signal conditioning is performed on a microcontroller while a trained neural network translates the non-linear relationship between magnetic field readings and actual displacements. The system achieves a resolution of 0.001 mm and is fully resistant to high pressures and water ingress. Calibration and comparative experiments on standard materials and natural soils demonstrate its superior accuracy in determining elastic moduli, detecting stiffness degradation at very low strains, and identifying yield limits, outperforming conventional external measurement techniques. This versatile approach provides a powerful tool for advanced soil mechanical characterization in both laboratory testing and numerical modeling.
期刊介绍:
Contributions are invited on novel achievements in all fields of measurement and instrumentation science and technology. Authors are encouraged to submit novel material, whose ultimate goal is an advancement in the state of the art of: measurement and metrology fundamentals, sensors, measurement instruments, measurement and estimation techniques, measurement data processing and fusion algorithms, evaluation procedures and methodologies for plants and industrial processes, performance analysis of systems, processes and algorithms, mathematical models for measurement-oriented purposes, distributed measurement systems in a connected world.