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Detection and discrimination of volatile organic compounds using a single multi-resonance mode piezotransduced silicon bulk acoustic wave resonator (PSBAR) as virtual sensor array

机译:使用单个多共振模式压电换能硅体声波谐振器(PSBAR)作为虚拟传感器阵列检测和鉴别挥发性有机化合物

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摘要

This paper describes the detection of volatile organic compounds (VOCs) using an e-nose system based on a virtual sensor array (VSA). The VSA was realized by seven different resonant modes of a single piezotransduced silicon bulk acoustic wave resonator (PSBAR) which can greatly reduce the complexity of a conventional e-nose system. The PSBAR was designed and fabricated using standard CMOS compatible process. The resonant modes of the PSBAR and its capability of VOCs discrimination were theoretically explored through finite element analysis. The discrimination effect was enhanced by the non-uniform adsorption of gas molecules on the top, side and bottom regions of the resonator. Score plots and radar fingerprints obtained respectively from principal component analysis (PCA) and fitted coefficient of adsorption isotherms for each VOC compose sufficient information to successfully discriminate different VOCs. The proposed novel VSA shows great potential as a compact and promising e-nose system.
机译:本文介绍了使用基于虚拟传感器阵列(VSA)的电子鼻系统检测挥发性有机化合物(VOC)。 VSA是通过单个压电换能的硅体声波谐振器(PSBAR)的七个不同谐振模式实现的,这可以大大降低传统电子鼻系统的复杂性。 PSBAR是使用标准CMOS兼容工艺设计和制造的。通过有限元分析,从理论上探讨了PSBAR的共振模式及其对VOC的识别能力。通过在谐振器的顶部,侧面和底部区域上气体分子的不均匀吸附,增强了识别效果。分别从主成分分析(PCA)和拟合的等温线的吸附等温线获得的得分图和雷达指纹组成了足够的信息,可以成功地区分不同的VOC。拟议中的新型VSA具有作为紧凑型和有前景的电子鼻系统的巨大潜力。

著录项

  • 来源
    《Sensors and Actuators》 |2018年第1期|1191-1199|共9页
  • 作者单位

    State Key Laboratory of Precision Measuring Technology & Instruments, Tianjin University, Tianjin 300072, China;

    State Key Laboratory of Precision Measuring Technology & Instruments, Tianjin University, Tianjin 300072, China;

    State Key Laboratory of Precision Measuring Technology & Instruments, Tianjin University, Tianjin 300072, China;

    College of Precision Instrument and Opto-Electronics Engineering, Tianjin University, Tianjin 300072, China;

    College of Precision Instrument and Opto-Electronics Engineering, Tianjin University, Tianjin 300072, China;

    College of Precision Instrument and Opto-Electronics Engineering, Tianjin University, Tianjin 300072, China;

    State Key Laboratory of Precision Measuring Technology & Instruments, Tianjin University, Tianjin 300072, China;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Gas sensing; Piezotransduced silicon bulk acoustic wave; resonator (PSBAR); Virtual sensor array (VSA); Single-chip multi-mode sensor; e-Nose system;

    机译:气体感应;压电转换的硅体声波;谐振器(PSBAR);虚拟传感器阵列(VSA);单芯片多模式传感器;电子鼻系统;

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