Department of Electrical and Computer Engineering, Marquette University, Milwaukee, Wisconsin 53201-1881, United States.
Department of Electrical Engineering, Center for Integrated Systems, Stanford University, Stanford, California 94305-4075, United States.
ACS Sens. 2022 Aug 26;7(8):2379-2386. doi: 10.1021/acssensors.2c01024. Epub 2022 Jul 27.
The isomer-specific detection and quantitation of -, -, and -xylene and ethylbenzene, dissolved singly and as mixtures in aqueous solutions at concentrations from 100 to 1200 ppb by volume, is reported for a specifically designed polymer-plasticizer coating on a shear-horizontal surface acoustic wave (SH-SAW) device. The polystyrene-ditridecyl phthalate-blend coating was designed utilizing Hansen solubility parameters and considering the dipole moment and polarizability of the analytical targets and coating components to optimize the affinity of the sensor coating for the four chemical isomers. The two key coating sorption properties, sensitivity and response time constant, are determined by the (slightly different) dipole moments and polarizabilities of the four target analytes: as analyte dipole moment decreases, coating sensitivity increases; as analyte polarizability decreases, coating response time lengthens. Using the measured sensitivities and time constants for the targets, sensor signals were processed with exponentially weighted recursive-least-squares estimation (EW-RLSE) to identify (with near 100% accuracy) and quantify (with ± 5-7% accuracy) the isomers. This impressive performance was achieved by combining the specifically tailored, high-sensitivity coating and an SH-SAW platform (yielding a detection limit of 5 ppb for the analytes) and using the EW-RLS estimator, which estimates unknown parameters accurately even in the presence of measurement noise and for analytes with only minor differences in response. Identification of the xylene isomers is important for applications including environmental monitoring and chemical manufacturing.
本文报道了一种专为剪切水平表面声波(SH-SAW)器件设计的聚合物增塑剂涂层,可用于对水中浓度为 100 至 1200 ppb 的单一组分和混合组分的 -、-、-二甲苯和乙苯进行异构体特异性检测和定量。该聚苯乙烯-十三烷基邻苯二甲酸酯共混涂层是利用 Hansen 溶解度参数设计的,并考虑了分析物和涂层成分的偶极矩和极化率,以优化传感器涂层对四种化学异构体的亲和力。两个关键的涂层吸附特性,即灵敏度和响应时间常数,由四个目标分析物的(略有不同)偶极矩和极化率决定:随着分析物偶极矩的降低,涂层灵敏度增加;随着分析物极化率的降低,涂层响应时间延长。使用目标物的测量灵敏度和时间常数,通过指数加权递归最小二乘估计(EW-RLSE)处理传感器信号,以近乎 100%的准确率识别和定量(准确率± 5-7%)异构体。这种令人印象深刻的性能是通过结合专门设计的高灵敏度涂层和 SH-SAW 平台(对分析物的检测限为 5 ppb)以及使用 EW-RLS 估计器实现的,即使在存在测量噪声和响应差异较小的情况下,EW-RLS 估计器也能准确估计未知参数。二甲苯异构体的鉴定对于环境监测和化学制造等应用非常重要。