首页> 外文期刊>Talanta: The International Journal of Pure and Applied Analytical Chemistry >A piezoelectric quartz crystal sensor array self assembled calixarene bilayers for detection of volatile organic amine in gas
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A piezoelectric quartz crystal sensor array self assembled calixarene bilayers for detection of volatile organic amine in gas

机译:压电石英晶体传感器阵列自组装杯芳烃双分子层,用于检测气体中的挥发性有机胺

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摘要

P-tert-butylcalix[n]arenes (n = 4, 6, 8, abbreviated as CA[4], CA[6], CA[8], respecitvely) were immobilized on the Au surface of the piezoelectric quartz crystal by the reaction between CA[n] and the acid chloride terminated mercaptoacetic acid (MAA) selfa ssembled monolayers to form MAA/CA[n] bilayers. The sensing films were not only immobilized easily and reproducibly, but also used to improve the reversibility of the sensor signal. The response characteristics show the response of CA to organic amine attributes to specific interaction between CA[n] (host) and organic amines (guest). The frequency shifs of n-butylamine and iso-butylamine are much larger than tert-butylamine and diethylamine because of shape-selection and hydrogen bonding. Compared to CA[6] and CA[4], CA[8] has highest sensitivyt to organic amine due to having more flexibility to accommodate guest molecules. A sensor array with three-layer back-propagation neural network was applied to detect the binary mixture of n-butylamine in the range of 7.14-142 mul l~(-1) and iso-butylamine in the range of 7.14-57 mul l~(-1). The optimum values of learning rate (0.15) and momentum term (0.8) were determined by experiment. The best epoch of training was 1098. The root mean square error of prediction was 1.69 (mul l~(-1)) for n-butylamine, and 1.42 (mul l~(-1)) for iso-butylamine.
机译:将对叔丁基杯[n]芳烃(分别为n = 4、6、8,分别缩写为CA [4],CA [6],CA [8])固定在压电石英晶体的Au表面上。 CA [n]与酰氯封端的巯基乙酸(MAA)自组装的单层反应形成MAA / CA [n]双层。传感膜不仅可以轻松,可重复地固定,还可以用于提高传感器信号的可逆性。响应特征表明CA对有机胺属性的响应是CA [n](宿主)与有机胺(来宾)之间特定相互作用的结果。由于形状选择和氢键作用,正丁胺和异丁胺的频率偏移比叔丁胺和二乙胺大得多。与CA [6]和CA [4]相比,CA [8]对有机胺的敏感性最高,因为它具有更大的适应性,可容纳客体分子。应用具有三层反向传播神经网络的传感器阵列检测7.14-142 mul〜(-1)范围内的正丁胺和7.14-57 mull范围内的异丁胺的二元混合物〜(-1)。实验确定了学习率(0.15)和动量项(0.8)的最佳值。最佳训练时期为1098。正丁胺的预测均方根误差为1.69(mul l〜(-1)),异丁胺为1.42(mul l〜(-1))。

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