Step corrosion FBG-induced twin reflection spectrum for temperature and strain composite decoupling measurement with adjustment of range and sensitivity

IF 5.2 2区 工程技术 Q1 ENGINEERING, MULTIDISCIPLINARY
Tianliang Li , Yuhang Wen , Zichun Cao , Yongwen Zhu , Jianhui Hu , Jian Zhang , Kairui Xia , Ao Zhang
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Abstract

This study introduces a novel method for composite temperature-strain sensing, addressing the growing need for large-range, high-sensitivity measurement systems in aeroengine compressor blades. We designed a sensor featuring an adjustable measurement range and sensitivity, incorporating a step corrosion FBG (SCF) and a “Bi”-shaped parallel lever elastic substrate. To improve the accuracy of strain monitoring, we established a six-layer strain transfer model for the SCF, with a suspended grating region and both ends bonded. An algorithm of dynamic adaptive twin-peak locking and extreme learning machine (DATLA-ELM) for twin reflection spectrum demodulation and nonlinear decoupling was proposed, achieving precise peaks identification and dual-parameter separation. The creep resistance and high-temperature performance of different packaging methods, including AB adhesive, tin welding and laser welding, were evaluated. The results show that the laser welding sensor can withstand temperatures up to 625  °C, with a drift ratio of 0.71 % and a drift rate of 0.01 %·h−1 approximately. Additionally, it offers a measurement range of ±5,000 με and a sensitivity of 11.26 pm/με. By adopting DATLA-ELM, the maximum decoupling deviations for temperature and strain are 3.11  °C and 19.45 με, respectively. These attributes position the developed sensor as an ideal solution for composite strain-temperature sensing in various aerospace applications, underscoring its effectiveness and reliability in challenging operational environments.
阶梯腐蚀fbg诱导双反射光谱温度应变复合去耦测量与范围和灵敏度的调整
为了满足航空发动机压气机叶片对大范围、高灵敏度测量系统日益增长的需求,本研究提出了一种复合温度应变传感的新方法。我们设计了一种具有可调测量范围和灵敏度的传感器,结合了阶梯腐蚀FBG (SCF)和“Bi”形平行杠杆弹性衬底。为了提高应变监测的精度,我们建立了一个六层的SCF应变传递模型,该模型具有悬挂光栅区,两端粘合。提出了一种用于双反射光谱解调和非线性解耦的动态自适应双峰锁定和极限学习机(DATLA-ELM)算法,实现了精确的峰识别和双参数分离。对AB胶、锡焊和激光焊等不同封装方法的耐蠕变性能和高温性能进行了评价。结果表明,该激光焊接传感器可承受高达625℃的温度,漂移比约为0.71%,漂移率约为0.01%·h−1。此外,它还提供±5000 με的测量范围和11.26 pm/με的灵敏度。采用DATLA-ELM,温度和应变的最大解耦偏差分别为3.11°C和19.45 με。这些特性使开发的传感器成为各种航空航天应用中复合应变-温度传感的理想解决方案,强调了其在具有挑战性的操作环境中的有效性和可靠性。
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来源期刊
Measurement
Measurement 工程技术-工程:综合
CiteScore
10.20
自引率
12.50%
发文量
1589
审稿时长
12.1 months
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.
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