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Temperature compensation of a PVDF stress sensor and its application in the test of gun propellant charge compression stress

机译:PVDF应力传感器的温度补偿及其在枪推进剂电荷压力试验中的应用

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摘要

Due to the randomness and transiency of the compressional movement of the gun propellant charge, polyvinylidene fluoride (PVDF) film with easy processing and a high frequency response is used as a test unit of the PVDF stress sensor. The sensor is often used at the same ambient temperature as the gun propellant charge, and its accuracy is susceptible to temperature. The temperature test of the PVDF stress sensor was carried out to obtain the pyroelectric effect and mechanical response in the range of -40 degrees C to 30 degrees C. The response time of the pyroelectric effect is much longer than the action time of the compression stress, so the pyroelectric effect can be ignored in the compression stress test. The least squares support vector machine (LS-SVM) method is used to process the test data of the mechanical response in the range of -40 degrees C to 30 degrees C, and the LS-SVM model is established to obtain the input force with compensation, which improves the test accuracy of the sensor. A PVDF stress sensor and a dynamic compression device of the gun propellant charge were used to test the compression stress of the gun propellant charge. The compensated compression stress was obtained according to the LS-SVM model established by the temperature test, and the error with the standard sensor test result is small. The new method used in this paper can effectively solve the effect of temperature on the PVDF stress sensor during the compression stress test of the gun propellant charge.
机译:由于枪推进剂的压缩运动的随机性和不变化,使用具有易于加工的聚偏二氟乙烯(PVDF)膜和高频响应用作PVDF应力传感器的测试单元。传感器通常在与枪推进剂充电相同的环境温度下使用,并且其精度易受温度。进行了PVDF应力传感器的温度试验,以获得-40℃至30摄氏度范围内的热电效应和机械响应。热电效应的响应时间远比压缩应力的动作时间长得多,因此在压缩应力测试中可以忽略热电效应。最小二乘支持向量机(LS-SVM)方法用于处理-40°C至30摄氏度范围内的机械响应的测试数据,并且建立LS-SVM模型以获得输入力补偿,从而提高了传感器的测试精度。使用PVDF应力传感器和枪推进剂电荷的动态压缩装置用于测试枪推进剂电荷的压缩应力。根据温度测试建立的LS-SVM模型获得了补偿压力,并且标准传感器测试结果的误差很小。本文中使用的新方法可以在枪推进剂电荷的压缩应力测试期间有效地解决温度对PVDF应力传感器的影响。

著录项

  • 来源
    《Smart Materials & Structures》 |2019年第2期|共8页
  • 作者单位

    Nanjing Univ Sci &

    Technol Inst Launch Dynam 200 Xiaolingwei Nanjing Jiangsu Peoples R China;

    Nanjing Univ Sci &

    Technol Inst Launch Dynam 200 Xiaolingwei Nanjing Jiangsu Peoples R China;

    Nanjing Univ Sci &

    Technol Inst Launch Dynam 200 Xiaolingwei Nanjing Jiangsu Peoples R China;

    Nanjing Univ Sci &

    Technol Inst Launch Dynam 200 Xiaolingwei Nanjing Jiangsu Peoples R China;

    Nanjing Univ Sci &

    Technol Inst Launch Dynam 200 Xiaolingwei Nanjing Jiangsu Peoples R China;

  • 收录信息
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 智能材料;
  • 关键词

    PVDF film; pyroelectric effect; LS-SVM; temperature compensation;

    机译:PVDF薄膜;热电效应;LS-SVM;温度补偿;
  • 入库时间 2022-08-20 05:40:28

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