Department of Chemical Sciences and Technologies, University "Tor Vergata", 00133 Rome, Italy.
Laboratory of Artificial Sensory Systems, ITMO University, 197101 St. Petersburg, Russia.
Sensors (Basel). 2020 Feb 4;20(3):821. doi: 10.3390/s20030821.
A potentiometric E-tongue system based on low-selective polymeric membrane and chalcogenide-glass electrodes is employed to monitor the taste-and-odor-causing pollutants, geosmin (GE) and 2-methyl-isoborneol (MIB), in drinkable water. The developed approach may permit a low-cost monitoring of these compounds in concentrations near the odor threshold concentrations (OTCs) of 20 ng/L. The experiments demonstrate the success of the E-tongue in combination with partial least squares (PLS) regression technique for the GE/MIB concentration prediction, showing also the possibility to discriminate tap water samples containing these compounds at two concentration levels: the same OTC order from 20 to 100 ng/L and at higher concentrations from 0.25 to 10 mg/L by means of PLS-discriminant analysis (DA) method. Based on the results, developed multisensory system can be considered a promising easy-to-handle tool for express evaluation of GE/MIB species and to provide a timely detection of alarm situations in case of extreme pollution before the drinkable water is delivered to end users.
基于低选择性聚合物膜和硫属玻璃电极的电位型 E 舌系统被用于监测饮用水中产生异味的污染物,包括土臭素(GE)和 2-甲基异莰醇(MIB)。该方法可以低成本监测这些化合物在接近气味阈值浓度(OTCs)20ng/L 的浓度下的情况。实验表明,E 舌与偏最小二乘(PLS)回归技术相结合,可成功用于 GE/MIB 浓度预测,同时也表明通过 PLS 判别分析(DA)方法,有可能区分含有这些化合物的自来水样品,其浓度范围为相同的 OTC 顺序,从 20 到 100ng/L,以及更高浓度,从 0.25 到 10mg/L。基于这些结果,开发的多感官系统可以被认为是一种有前途的易于操作的工具,用于快速评估 GE/MIB 物质,并在饮用水输送给最终用户之前,及时发现极端污染情况下的警报情况。