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Temperature Gradient Effect on Gas Discrimination Power of a Metal-Oxide Thin-Film Sensor Microarray

机译:温度梯度对金属氧化物薄膜传感器微阵列气体分辨能力的影响

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摘要

The paper presents results concerning the effect of spatial inhomogeneous operating temperature on the gas discrimination power of a gas-sensor microarray, with the latter based on a thin SnO2 film employed in the KAMINA electronic nose. Three different temperature distributions over the substrate are discussed: a nearly homogeneous one and two temperature gradients, equal to approx. 3.3 °C/mm and 6.7 °C/mm, applied across the sensor elements (segments) of the array. The gas discrimination power of the microarray is judged by using the Mahalanobis distance in the LDA (Linear Discrimination Analysis) coordinate system between the data clusters obtained by the response of the microarray to four target vapors: ethanol, acetone, propanol and ammonia. It is shown that the application of a temperature gradient increases the gas discrimination power of the microarray by up to 35 %.
机译:本文介绍了有关空间不均匀工作温度对气体传感器微阵列的气体分辨能力的影响的结果,后者基于在KAMINA电子鼻中使用的SnO 2 薄膜。讨论了基板上的三种不同温度分布:近似均匀的一个和两个温度梯度,大约等于1。跨阵列的传感器元件(段)施加3.3°C / mm和6.7°C / mm。通过使用LDA(线性判别分析)坐标系中的马哈拉诺比斯距离来判断微阵列的气体判别能力,该距离通过微阵列对四种目标蒸气(乙醇,丙酮,丙醇和氨)的响应获得的数据簇之间。结果表明,温度梯度的施加使微阵列的气体识别能力提高了35%。

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