基于 PI-MXene/SrTiO3 混合气凝胶的多功能柔性触觉传感器

IF 33.2 1区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES The Innovation Pub Date : 2024-02-28 DOI:10.1016/j.xinn.2024.100596
Shihao Deng, Yue Li, Shengzhao Li, Shen Yuan, Hao Zhu, Ju Bai, Jingyi Xu, Lu Peng, Tie Li, Ting Zhang
{"title":"基于 PI-MXene/SrTiO3 混合气凝胶的多功能柔性触觉传感器","authors":"Shihao Deng, Yue Li, Shengzhao Li, Shen Yuan, Hao Zhu, Ju Bai, Jingyi Xu, Lu Peng, Tie Li, Ting Zhang","doi":"10.1016/j.xinn.2024.100596","DOIUrl":null,"url":null,"abstract":"The inadequacy of tactile perception systems in humanoid robotic manipulators limits the breadth of available robotic applications. Here, we designed a multifunctional flexible tactile sensor for robotic fingers that provides capabilities similar to those of human skin sensing modalities. This sensor utilizes a novel PI-MXene/SrTiO hybrid aerogel developed as a sensing unit with the additional abilities of electromagnetic transmission and thermal insulation to adapt to certain complex environments. Moreover, polyimide (PI) provides a high-strength skeleton, MXene realizes a pressure-sensing function, and MXene/SrTiO achieves both thermoelectric and infrared radiation response behaviors. Furthermore, via the pressure response mechanism and unsteady-state heat transfer, these aerogel-derived flexible sensors realize multimodal sensing and recognition capabilities with minimal cross-coupling. They can differentiate among 13 types of hardness and four types of material from objects with accuracies of 94% and 85%, respectively, using a decision tree algorithm. In addition, based on the infrared radiation-sensing function, a sensory array was assembled, and different shapes of objects were successfully recognized. These findings demonstrate that this PI-MXene/SrTiO aerogel provides a new concept for expanding the multifunctionality of flexible sensors such that the manipulator can more closely reach the tactile level of the human hand. This advancement reduces the difficulty of integrating humanoid robots and provides a new breadth of application scenarios for their possibility.","PeriodicalId":36121,"journal":{"name":"The Innovation","volume":"34 1","pages":""},"PeriodicalIF":33.2000,"publicationDate":"2024-02-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"A multifunctional flexible sensor based on PI-MXene/SrTiO3 hybrid aerogel for tactile perception\",\"authors\":\"Shihao Deng, Yue Li, Shengzhao Li, Shen Yuan, Hao Zhu, Ju Bai, Jingyi Xu, Lu Peng, Tie Li, Ting Zhang\",\"doi\":\"10.1016/j.xinn.2024.100596\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The inadequacy of tactile perception systems in humanoid robotic manipulators limits the breadth of available robotic applications. Here, we designed a multifunctional flexible tactile sensor for robotic fingers that provides capabilities similar to those of human skin sensing modalities. This sensor utilizes a novel PI-MXene/SrTiO hybrid aerogel developed as a sensing unit with the additional abilities of electromagnetic transmission and thermal insulation to adapt to certain complex environments. Moreover, polyimide (PI) provides a high-strength skeleton, MXene realizes a pressure-sensing function, and MXene/SrTiO achieves both thermoelectric and infrared radiation response behaviors. Furthermore, via the pressure response mechanism and unsteady-state heat transfer, these aerogel-derived flexible sensors realize multimodal sensing and recognition capabilities with minimal cross-coupling. They can differentiate among 13 types of hardness and four types of material from objects with accuracies of 94% and 85%, respectively, using a decision tree algorithm. In addition, based on the infrared radiation-sensing function, a sensory array was assembled, and different shapes of objects were successfully recognized. These findings demonstrate that this PI-MXene/SrTiO aerogel provides a new concept for expanding the multifunctionality of flexible sensors such that the manipulator can more closely reach the tactile level of the human hand. This advancement reduces the difficulty of integrating humanoid robots and provides a new breadth of application scenarios for their possibility.\",\"PeriodicalId\":36121,\"journal\":{\"name\":\"The Innovation\",\"volume\":\"34 1\",\"pages\":\"\"},\"PeriodicalIF\":33.2000,\"publicationDate\":\"2024-02-28\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"The Innovation\",\"FirstCategoryId\":\"95\",\"ListUrlMain\":\"https://doi.org/10.1016/j.xinn.2024.100596\",\"RegionNum\":1,\"RegionCategory\":\"综合性期刊\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"MULTIDISCIPLINARY SCIENCES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"The Innovation","FirstCategoryId":"95","ListUrlMain":"https://doi.org/10.1016/j.xinn.2024.100596","RegionNum":1,"RegionCategory":"综合性期刊","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"MULTIDISCIPLINARY SCIENCES","Score":null,"Total":0}
引用次数: 0

摘要

仿人机器人操纵器中触觉感知系统的不足限制了机器人应用的广度。在这里,我们为机器人手指设计了一种多功能柔性触觉传感器,它具有与人类皮肤传感模式类似的功能。这种传感器采用了一种新型 PI-MXene/SrTiO 混合气凝胶作为传感单元,并具有电磁传输和隔热的额外能力,以适应某些复杂的环境。此外,聚酰亚胺(PI)提供了高强度骨架,MXene 实现了压力传感功能,MXene/SrTiO 实现了热电和红外辐射响应行为。此外,通过压力响应机制和非稳态传热,这些气凝胶衍生柔性传感器以最小的交叉耦合实现了多模态传感和识别功能。利用决策树算法,它们可以区分物体的 13 种硬度和 4 种材料,准确率分别达到 94% 和 85%。此外,基于红外辐射传感功能,还组装了一个传感阵列,并成功识别了不同形状的物体。这些研究结果表明,PI-MXene/SrTiO 气凝胶为扩展柔性传感器的多功能性提供了一个新概念,使机械手能更接近人手的触觉水平。这一进步降低了集成仿人机器人的难度,并为其提供了新的广泛应用场景。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
A multifunctional flexible sensor based on PI-MXene/SrTiO3 hybrid aerogel for tactile perception
The inadequacy of tactile perception systems in humanoid robotic manipulators limits the breadth of available robotic applications. Here, we designed a multifunctional flexible tactile sensor for robotic fingers that provides capabilities similar to those of human skin sensing modalities. This sensor utilizes a novel PI-MXene/SrTiO hybrid aerogel developed as a sensing unit with the additional abilities of electromagnetic transmission and thermal insulation to adapt to certain complex environments. Moreover, polyimide (PI) provides a high-strength skeleton, MXene realizes a pressure-sensing function, and MXene/SrTiO achieves both thermoelectric and infrared radiation response behaviors. Furthermore, via the pressure response mechanism and unsteady-state heat transfer, these aerogel-derived flexible sensors realize multimodal sensing and recognition capabilities with minimal cross-coupling. They can differentiate among 13 types of hardness and four types of material from objects with accuracies of 94% and 85%, respectively, using a decision tree algorithm. In addition, based on the infrared radiation-sensing function, a sensory array was assembled, and different shapes of objects were successfully recognized. These findings demonstrate that this PI-MXene/SrTiO aerogel provides a new concept for expanding the multifunctionality of flexible sensors such that the manipulator can more closely reach the tactile level of the human hand. This advancement reduces the difficulty of integrating humanoid robots and provides a new breadth of application scenarios for their possibility.
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
The Innovation
The Innovation MULTIDISCIPLINARY SCIENCES-
CiteScore
38.30
自引率
1.20%
发文量
134
审稿时长
6 weeks
期刊介绍: The Innovation is an interdisciplinary journal that aims to promote scientific application. It publishes cutting-edge research and high-quality reviews in various scientific disciplines, including physics, chemistry, materials, nanotechnology, biology, translational medicine, geoscience, and engineering. The journal adheres to the peer review and publishing standards of Cell Press journals. The Innovation is committed to serving scientists and the public. It aims to publish significant advances promptly and provides a transparent exchange platform. The journal also strives to efficiently promote the translation from scientific discovery to technological achievements and rapidly disseminate scientific findings worldwide. Indexed in the following databases, The Innovation has visibility in Scopus, Directory of Open Access Journals (DOAJ), Web of Science, Emerging Sources Citation Index (ESCI), PubMed Central, Compendex (previously Ei index), INSPEC, and CABI A&I.
期刊最新文献
The evolutionary tale of lilies: Giant genomes derived from transposon insertions and polyploidization. Artificial intelligence is restructuring a new world. The rise of non-vdW moiré superlattices. Brainstem opioid peptidergic neurons regulate cough reflexes in mice. Improving risk stratification for 2022 European LeukemiaNet favorable-risk patients with acute myeloid leukemia.
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1