首页|一种基于高压静电纺丝工艺制备的P(VDF-TrFE)/PZT压电传感器及其在睡眠监测中的应用

一种基于高压静电纺丝工艺制备的P(VDF-TrFE)/PZT压电传感器及其在睡眠监测中的应用

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针对日常睡眠监测的需求,提出一种基于高压静电纺丝工艺制备的P(VDF-TrFE)/锆钛酸铅(PZT)压电传感器并对其性能进行了研究.首先,介绍了P(VDF-TrFE)/PZT压电传感器的制作及封装流程.其次对其灵敏度,频率响应特性,瞬时响应和稳定性等进行了测试.结果表明,该传感器不仅具有良好的微观外貌形态,且相比于纯P(VDF-TrFE)压电传感器0.73 V/N的灵敏度,制备的含30%PZT的P(VDF-TrFE)/PZT压电传感器灵敏度是纯P(VDF-TrFE)压电传感器的2.5倍,达到了1.78 V/N.此外在低频下能够保持稳定压电输出且具备2ms较快的响应时间.最后采用自制的P(VDF-TrFE)/PZT压电传感器测量人体心冲击信号,并通过支持向量机(SVM)训练睡眠分期模型实现了对睡眠质量的监测,四分类模型平均准确率达到 72.5%,为可穿戴睡眠监测传感器的选择提供了参考.
A P(VDF-TrFE)/PZT Piezoelectric Sensor Based on High Voltage Electrospinning Technology and Its Application in Sleep Monitoring
In order to meet the needs of daily sleep monitoring,a P(VDF-TrFE)/lead zirconate titanate(PZT)piezoelectric sensor based on high voltage electrospinning process is proposed and its performance is studied.Firstly,the fabrication and packaging process of P(VDF-TrFE)/PZT piezoelectric sensor are introduced.Then,its sensitivity,frequency response characteristics,transient response and stability are tested.The results show that good microscopic morphology is formed on the sensor.The sensitivity of the P(VDF-TrFE)/PZT piezoelectric sensor with 30%PZT mass fraction reaches 1.78 V/N,which is 2.5 times higher than that of the pure P(VDF-TrFE)piezoelectric sensor.In addition,it not only maintains stable piezoelectric output at low frequencies but also has a fast response time of 2 ms.Finally,the BCG signal is measured with a self-made P(VDF-TrFE)/PZT piezoelectric sensor and the sleep stage model is trained using by support vector machine(SVM).The average accuracy of the four-classification model is 72.5%,which provides a refer-ence for the selection of wearable sleep monitoring sensors.

piezoelectric sensorP(VDF-TrFE)high voltage electrospinningPZTsleep monitoring

骆懿、王东祥、赵治栋、王金鹏、吴颖

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杭州电子科技大学电子信息学院,浙江 杭州 310018

杭州电子科技大学通信工程学院,浙江 杭州 310018

杭州电子科技大学网络空间安全学院,浙江 杭州 310018

杭州电子科技大学微电子研究院,浙江 杭州 310018

杭州电子科技大学教务处,浙江 杭州 310018

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压电传感器 P(VDF-TrFE) 高压静电纺丝 PZT 睡眠监测

2024

传感技术学报
东南大学 中国微米纳米技术学会

传感技术学报

CSTPCD北大核心
影响因子:1.276
ISSN:1004-1699
年,卷(期):2024.37(2)
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