基于应变重分布效应的可解耦触觉-应变双模感知复合结构传感器

Hanning Wang, Xiaofei Liu, Da Chen, Zhanbo Zhang, Xinyu Ma, Hongchen Yu, Quanlin Qu, Huifang Wang, Fujie Cao, Tong Zhang, Yijian Liu
{"title":"基于应变重分布效应的可解耦触觉-应变双模感知复合结构传感器","authors":"Hanning Wang,&nbsp;Xiaofei Liu,&nbsp;Da Chen,&nbsp;Zhanbo Zhang,&nbsp;Xinyu Ma,&nbsp;Hongchen Yu,&nbsp;Quanlin Qu,&nbsp;Huifang Wang,&nbsp;Fujie Cao,&nbsp;Tong Zhang,&nbsp;Yijian Liu","doi":"10.1002/adsr.202400147","DOIUrl":null,"url":null,"abstract":"<p>A key challenge in electronic skin with dual haptic-stretch sensing is the interference between force-sensitive modes. Existing solutions require complex integration processes or mathematical decoupling models. Effectively decoupling stretch and pressure response in flexible force-sensitive sensors remains a critical task. Herein, a strain redistribution effect (SRE) of composite structural mainframe fulfills the decouple double-mode force-sensitive perception by the aid of a lightweight algorithm. The CAD-assisted design enables the dual-mode sensing structure to be configured as a three-layer stacked composite. Utilizing differential Young's modulus distribution, the strain redistribution effect is achieved across the structured frame. Tensile deformation and tactile pressure are measured via resistance from the strain amplification region and capacitance from the strain suppression region, respectively. Digital Image Correlation (DIC) confirms a 53% deformation in the amplification region under 10% tensile strain, demonstrating a fivefold amplification effect. A lightweight random forest algorithm effectively decouples resistance-capacitance signals, achieving R<sup>2</sup> values of 0.99 and 0.75 for tensile deformation, and 0.99 and 0.78 for tactile pressure, respectively. This study leverages the strain redistribution effect of the composite structural frame to provide a novel structured integration scheme for the dual-mode decoupled force-sensitive sensing unit, which is expected to be a significant development path.</p>","PeriodicalId":100037,"journal":{"name":"Advanced Sensor Research","volume":"4 4","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2025-02-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/adsr.202400147","citationCount":"0","resultStr":"{\"title\":\"Strain Redistribution Effect Based Composite Structured Sensor for Decouplable Tactile-Strain Double-Mode Perception\",\"authors\":\"Hanning Wang,&nbsp;Xiaofei Liu,&nbsp;Da Chen,&nbsp;Zhanbo Zhang,&nbsp;Xinyu Ma,&nbsp;Hongchen Yu,&nbsp;Quanlin Qu,&nbsp;Huifang Wang,&nbsp;Fujie Cao,&nbsp;Tong Zhang,&nbsp;Yijian Liu\",\"doi\":\"10.1002/adsr.202400147\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p>A key challenge in electronic skin with dual haptic-stretch sensing is the interference between force-sensitive modes. Existing solutions require complex integration processes or mathematical decoupling models. Effectively decoupling stretch and pressure response in flexible force-sensitive sensors remains a critical task. Herein, a strain redistribution effect (SRE) of composite structural mainframe fulfills the decouple double-mode force-sensitive perception by the aid of a lightweight algorithm. The CAD-assisted design enables the dual-mode sensing structure to be configured as a three-layer stacked composite. Utilizing differential Young's modulus distribution, the strain redistribution effect is achieved across the structured frame. Tensile deformation and tactile pressure are measured via resistance from the strain amplification region and capacitance from the strain suppression region, respectively. Digital Image Correlation (DIC) confirms a 53% deformation in the amplification region under 10% tensile strain, demonstrating a fivefold amplification effect. A lightweight random forest algorithm effectively decouples resistance-capacitance signals, achieving R<sup>2</sup> values of 0.99 and 0.75 for tensile deformation, and 0.99 and 0.78 for tactile pressure, respectively. This study leverages the strain redistribution effect of the composite structural frame to provide a novel structured integration scheme for the dual-mode decoupled force-sensitive sensing unit, which is expected to be a significant development path.</p>\",\"PeriodicalId\":100037,\"journal\":{\"name\":\"Advanced Sensor Research\",\"volume\":\"4 4\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2025-02-21\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://onlinelibrary.wiley.com/doi/epdf/10.1002/adsr.202400147\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Advanced Sensor Research\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://onlinelibrary.wiley.com/doi/10.1002/adsr.202400147\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Advanced Sensor Research","FirstCategoryId":"1085","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1002/adsr.202400147","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

具有双触觉-拉伸传感的电子皮肤面临的一个关键挑战是力敏模式之间的干扰。现有的解决方案需要复杂的集成过程或数学解耦模型。有效解耦柔性力敏传感器的拉伸和压力响应仍然是一个关键的任务。其中,复合材料结构主体的应变重分布效应(SRE)通过轻量级算法实现解耦双模力敏感知。cad辅助设计使双模传感结构可以配置为三层堆叠复合材料。利用差分杨氏模量分布,实现了跨结构框架的应变重分布效应。拉伸变形和触觉压力分别通过应变放大区的电阻和应变抑制区的电容来测量。数字图像相关(DIC)证实,在10%的拉伸应变下,放大区域有53%的变形,显示出5倍的放大效应。轻量级随机森林算法有效地解耦了电阻-电容信号,拉伸变形的R2值分别为0.99和0.75,触觉压力的R2值分别为0.99和0.78。本研究利用复合材料结构框架的应变重分布效应,为双模解耦力敏传感单元提供了一种新颖的结构集成方案,有望成为一条重要的发展路径。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Strain Redistribution Effect Based Composite Structured Sensor for Decouplable Tactile-Strain Double-Mode Perception

Strain Redistribution Effect Based Composite Structured Sensor for Decouplable Tactile-Strain Double-Mode Perception

A key challenge in electronic skin with dual haptic-stretch sensing is the interference between force-sensitive modes. Existing solutions require complex integration processes or mathematical decoupling models. Effectively decoupling stretch and pressure response in flexible force-sensitive sensors remains a critical task. Herein, a strain redistribution effect (SRE) of composite structural mainframe fulfills the decouple double-mode force-sensitive perception by the aid of a lightweight algorithm. The CAD-assisted design enables the dual-mode sensing structure to be configured as a three-layer stacked composite. Utilizing differential Young's modulus distribution, the strain redistribution effect is achieved across the structured frame. Tensile deformation and tactile pressure are measured via resistance from the strain amplification region and capacitance from the strain suppression region, respectively. Digital Image Correlation (DIC) confirms a 53% deformation in the amplification region under 10% tensile strain, demonstrating a fivefold amplification effect. A lightweight random forest algorithm effectively decouples resistance-capacitance signals, achieving R2 values of 0.99 and 0.75 for tensile deformation, and 0.99 and 0.78 for tactile pressure, respectively. This study leverages the strain redistribution effect of the composite structural frame to provide a novel structured integration scheme for the dual-mode decoupled force-sensitive sensing unit, which is expected to be a significant development path.

求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信