一种基于分析压力-速度融合算法的飞行参数检测柔性传感贴片

IF 15.5 1区 材料科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC
Yunfan Li, Zihao Dong, Zheng Gong, Zhiqiang Ma, Xin Ke, Tianyu Sheng, Xiaochang Yang, Xilun Ding, Yonggang Jiang
{"title":"一种基于分析压力-速度融合算法的飞行参数检测柔性传感贴片","authors":"Yunfan Li, Zihao Dong, Zheng Gong, Zhiqiang Ma, Xin Ke, Tianyu Sheng, Xiaochang Yang, Xilun Ding, Yonggang Jiang","doi":"10.1038/s41528-025-00442-3","DOIUrl":null,"url":null,"abstract":"<p>Flexible sensing array integrated with multiple sensors is an attractive approach for flight parameter detection. However, the poor resolution of flexible sensors and time-consuming neural network processes mitigate their accuracy and adaptability in predicting flight parameters. Here we present an ultra-thin flexible sensing patch with a new configuration, comprising a differential pressure sensor array and a vector flow velocity sensor. The capacitive differential pressure sensor array is fabricated by a multilayer polyimide bonding technique, reaching a resolution of 0.14 Pa. To solve flight parameters with the flexible sensing patch, we develop an analytical pressure-velocity fusion algorithm, enabling fast response and high accuracy in flight parameter detection. The average errors in calculating the angle of attack, angle of sideslip, and airspeed are 0.22°, 0.35°, and 0.73 m s<sup>−1</sup>, respectively. The high-resolution flexible sensors and novel analytical pressure-velocity fusion algorithm pave the way for flexible sensing patch-based air data sensing techniques.</p>","PeriodicalId":48528,"journal":{"name":"npj Flexible Electronics","volume":"90 1","pages":""},"PeriodicalIF":15.5000,"publicationDate":"2025-07-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"An analytical pressure-velocity fusion algorithm-empowered flexible sensing patch for flight parameter detection\",\"authors\":\"Yunfan Li, Zihao Dong, Zheng Gong, Zhiqiang Ma, Xin Ke, Tianyu Sheng, Xiaochang Yang, Xilun Ding, Yonggang Jiang\",\"doi\":\"10.1038/s41528-025-00442-3\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p>Flexible sensing array integrated with multiple sensors is an attractive approach for flight parameter detection. However, the poor resolution of flexible sensors and time-consuming neural network processes mitigate their accuracy and adaptability in predicting flight parameters. Here we present an ultra-thin flexible sensing patch with a new configuration, comprising a differential pressure sensor array and a vector flow velocity sensor. The capacitive differential pressure sensor array is fabricated by a multilayer polyimide bonding technique, reaching a resolution of 0.14 Pa. To solve flight parameters with the flexible sensing patch, we develop an analytical pressure-velocity fusion algorithm, enabling fast response and high accuracy in flight parameter detection. The average errors in calculating the angle of attack, angle of sideslip, and airspeed are 0.22°, 0.35°, and 0.73 m s<sup>−1</sup>, respectively. The high-resolution flexible sensors and novel analytical pressure-velocity fusion algorithm pave the way for flexible sensing patch-based air data sensing techniques.</p>\",\"PeriodicalId\":48528,\"journal\":{\"name\":\"npj Flexible Electronics\",\"volume\":\"90 1\",\"pages\":\"\"},\"PeriodicalIF\":15.5000,\"publicationDate\":\"2025-07-27\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"npj Flexible Electronics\",\"FirstCategoryId\":\"88\",\"ListUrlMain\":\"https://doi.org/10.1038/s41528-025-00442-3\",\"RegionNum\":1,\"RegionCategory\":\"材料科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"ENGINEERING, ELECTRICAL & ELECTRONIC\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"npj Flexible Electronics","FirstCategoryId":"88","ListUrlMain":"https://doi.org/10.1038/s41528-025-00442-3","RegionNum":1,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENGINEERING, ELECTRICAL & ELECTRONIC","Score":null,"Total":0}
引用次数: 0

摘要

多传感器集成柔性传感阵列是一种有吸引力的飞行参数检测方法。然而,柔性传感器分辨率较差,神经网络处理耗时,降低了其预测飞行参数的准确性和适应性。在这里,我们提出了一种具有新配置的超薄柔性传感贴片,包括一个差压传感器阵列和一个矢量流速传感器。该电容式差压传感器阵列采用多层聚酰亚胺键合技术制备,分辨率为0.14 Pa。为了利用柔性传感贴片求解飞行参数,我们开发了一种解析式压力-速度融合算法,实现了快速响应和高精度的飞行参数检测。计算迎角、侧滑角和空速的平均误差分别为0.22°、0.35°和0.73 m s−1。高分辨率柔性传感器和新型分析压力-速度融合算法为基于柔性传感贴片的空气数据传感技术铺平了道路。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

An analytical pressure-velocity fusion algorithm-empowered flexible sensing patch for flight parameter detection

An analytical pressure-velocity fusion algorithm-empowered flexible sensing patch for flight parameter detection

Flexible sensing array integrated with multiple sensors is an attractive approach for flight parameter detection. However, the poor resolution of flexible sensors and time-consuming neural network processes mitigate their accuracy and adaptability in predicting flight parameters. Here we present an ultra-thin flexible sensing patch with a new configuration, comprising a differential pressure sensor array and a vector flow velocity sensor. The capacitive differential pressure sensor array is fabricated by a multilayer polyimide bonding technique, reaching a resolution of 0.14 Pa. To solve flight parameters with the flexible sensing patch, we develop an analytical pressure-velocity fusion algorithm, enabling fast response and high accuracy in flight parameter detection. The average errors in calculating the angle of attack, angle of sideslip, and airspeed are 0.22°, 0.35°, and 0.73 m s−1, respectively. The high-resolution flexible sensors and novel analytical pressure-velocity fusion algorithm pave the way for flexible sensing patch-based air data sensing techniques.

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
CiteScore
17.10
自引率
4.80%
发文量
91
审稿时长
6 weeks
期刊介绍: npj Flexible Electronics is an online-only and open access journal, which publishes high-quality papers related to flexible electronic systems, including plastic electronics and emerging materials, new device design and fabrication technologies, and applications.
×
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:604180095
Book学术官方微信