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首页> 外文期刊>Sensors >Simultaneous Automatic Electrochemical Detection of Zinc, Cadmium, Copper and Lead Ions in Environmental Samples Using a Thin-Film Mercury Electrode and an Artificial Neural Network
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Simultaneous Automatic Electrochemical Detection of Zinc, Cadmium, Copper and Lead Ions in Environmental Samples Using a Thin-Film Mercury Electrode and an Artificial Neural Network

机译:使用薄膜汞电极和人工神经网络同时自动电化学检测环境样品中的锌,镉,铜和铅离子

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In this study a device for automatic electrochemical analysis was designed. A three electrodes detection system was attached to a positioning device, which enabled us to move the electrode system from one well to another of a microtitre plate. Disposable carbon tip electrodes were used for Cd(II), Cu(II) and Pb(II) ion quantification, while Zn(II) did not give signal in this electrode configuration. In order to detect all mentioned heavy metals simultaneously, thin-film mercury electrodes (TFME) were fabricated by electrodeposition of mercury on the surface of carbon tips. In comparison with bare electrodes the TMFEs had lower detection limits and better sensitivity. In addition to pure aqueous heavy metal solutions, the assay was also performed on mineralized rock samples, artificial blood plasma samples and samples of chicken embryo organs treated with cadmium. An artificial neural network was created to evaluate the concentrations of the mentioned heavy metals correctly in mixture samples and an excellent fit was observed (R2 = 0.9933).
机译:在这项研究中,设计了一种用于自动电化学分析的设备。将三电极检测系统连接到定位设备,这使我们能够将电极系统从微量滴定板的一个孔移到另一个孔。一次性碳尖端电极用于Cd(II),Cu(II)和Pb(II)离子定量,而Zn(II)在这种电极配置下不发出信号。为了同时检测所有提到的重金属,通过在碳尖端表面上电沉积汞来制造薄膜汞电极(TFME)。与裸电极相比,TMFE具有更低的检测限和更高的灵敏度。除纯重金属水溶液外,还对矿化的岩石样品,人造血浆样品和镉处理过的鸡胚器官样品进行了测定。建立了一个人工神经网络来正确评估混合物样品中上述重金属的浓度,并观察到极好的拟合度(R 2 = 0.9933)。

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