Application of principal component analysis to the conductometric Cr1−xFexNbO4 (x = 0, 0.5, 1.0) thick films gas sensors

A. S. R. Murthy, K. I. Gnanasekar, V. Jayaraman, A. Umarji
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引用次数: 1

Abstract

The gas sensing characteristics of Cr1-xFexNbO4 (x = 0.0, 0.5, 1.0) towards different organic analytes and hydrogen were investigated at different operating temperatures. The slope of the retrace transient, a representative feature for desorption kinetics was considered for data exploration. 11 sensors with 12 samples were tested and the data obtained was processed using principal component analysis (PCA). The scores plot and loadings plot showed the possible differentiation of the cross sensitive analytes and redundancy of the sensor behaviour towards these analytes respectively.
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主成分分析在电导Cr1−xfennbo4 (x = 0,0.5, 1.0)厚膜气体传感器中的应用
研究了cr1 - xfennbo4 (x = 0.0, 0.5, 1.0)在不同工作温度下对不同有机分析物和氢气的气敏特性。在数据探索中,考虑了脱附动力学的一个代表性特征——回撤瞬态的斜率。对12个样品的11个传感器进行测试,所得数据采用主成分分析(PCA)进行处理。分数图和负载图分别显示了交叉敏感分析物的可能分化和对这些分析物的传感器行为的冗余。
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