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    Analyte ion detection method and device
    1.
    发明授权
    Analyte ion detection method and device 有权

    公开(公告)号：US10119927B2

    公开(公告)日：2018-11-06

    申请号：US13997123

    申请日：2011-12-22

    申请人： Ravendra Naidu ,  Liang Wang ,  Zuliang Chen ,  Megharaj Mallavarapu

    发明人： Ravendra Naidu ,  Liang Wang ,  Zuliang Chen ,  Megharaj Mallavarapu

    IPC分类号： G01N31/00 ,  G01N27/00 ,  G01N27/333 ,  G06N3/12 ,  G06N3/08

    摘要： A method of assessing concentration of analyte ion(s) in a liquid can include contacting the liquid with a plurality of electrodes, each of which is configured to generate a signal in response to sensing a selected ion in the liquid. The signal received from each of the electrodes can be processed using a neural network algorithm trained to calculate ion interference between the selected ion and other ions in the liquid sensed at one of the electrodes and/or electrode interference between ones of the electrodes sensing a same selected ion based on a result of a comparison of training data. The ion interference and/or electrode interference can be compensated for, and the concentration of the analyte ion(s) in the liquid can be assessed on the basis of a compensated output from the neural network algorithm.

    ANALYTE ION DETECTION METHOD AND DEVICE
    2.
    发明申请
    ANALYTE ION DETECTION METHOD AND DEVICE 审中-公开
    分析离子检测方法和装置

    公开(公告)号：US20130304395A1

    公开(公告)日：2013-11-14

    申请号：US13997123

    申请日：2011-12-22

    申请人： Ravendra Naidu ,  Liang Wang ,  Zuliang Chen ,  Megharaj Mallavarapu

    发明人： Ravendra Naidu ,  Liang Wang ,  Zuliang Chen ,  Megharaj Mallavarapu

    IPC分类号： G01N27/00

    CPC分类号： G01N27/00 ,  G01N27/333 ,  G06N3/084 ,  G06N3/126

    摘要： The present invention relates to a method of assessing concentration of at least one analyte ion in a liquid, the method including contacting the liquid with a plurality of electrodes, each of which is configured to generate a signal in response to sensing a selected ion in the liquid; receiving the signal from each of the electrodes; processing the signal from each of the electrodes using a neural network algorithm residing on a processor that has been trained to calculate ion interference between the selected ion and other ions in the liquid sensed at one of the electrodes and/or electrode interference between ones of the electrodes sensing a same selected ion based on a result of a comparison of training data indicative of a known ionic concentration applied to the neural network algorithm and the known ionic concentration; compensating for said ion interference and/or said electrode interference; and assessing the concentration of the at least analyte ion in the liquid on the basis of a compensated output from the neural network algorithm.

    摘要翻译： 本发明涉及一种评估液体中至少一种分析物离子的浓度的方法，该方法包括使液体与多个电极接触，每个电极被配置为响应于感测所选择的离子而产生信号 液体; 从每个电极接收信号; 使用驻留在处理器上的神经网络算法来处理来自每个电极的信号，所述神经网络算法已被训练以计算在所选择的离子与在其中一个电极中检测到的液体中检测到的液体中的所选离子和其它离子之间的离子干扰 基于指示应用于神经网络算法的已知离子浓度的训练数据与已知离子浓度的比较的结果，检测相同选定离子的电极; 补偿所述离子干扰和/或所述电极干扰; 并且基于来自神经网络算法的补偿输出来评估液体中至少分析物离子的浓度。

    ANIONIC SURFACTANT DETECTION
    5.
    发明申请
    ANIONIC SURFACTANT DETECTION 有权
    阴离子表面活性剂检测

    公开(公告)号：US20130017619A1

    公开(公告)日：2013-01-17

    申请号：US13622425

    申请日：2012-09-19

    申请人： Megharaj Mallavarapu ,  Ravendra Naidu ,  Philip Mercurio

    发明人： Megharaj Mallavarapu ,  Ravendra Naidu ,  Philip Mercurio

    IPC分类号： G01N21/31 ,  B01L3/00 ,  G01N21/29

    CPC分类号： G01N21/78

    摘要： Disclosed herein are methods for the detection and/or quantification of anionic surfactants. Also disclosed herein are test kits, which utilize the disclosed methods, to estimate the anionic surfactant concentration in samples, such as environmentally-derived samples. In some specific embodiments, the method and the test kit may be used to detect, among other things, aqueous film forming foams that comprise anionic surfactants.

    摘要翻译： 本文公开了阴离子表面活性剂的检测和/或定量的方法。 本文还公开了利用所公开的方法来估计样品中的阴离子表面活性剂浓度的测试试剂盒，例如环境衍生的样品。 在一些具体实施方案中，所述方法和测试试剂盒可用于检测包含阴离子表面活性剂的含水成膜泡沫材料。

    ANIONIC SURFACTANT DETECTION
    9.
    发明申请
    ANIONIC SURFACTANT DETECTION 审中-公开
    阴离子表面活性剂检测

    公开(公告)号：US20110097815A1

    公开(公告)日：2011-04-28

    申请号：US12756753

    申请日：2010-04-08

    申请人： Megharaj Mallavarapu ,  Ravendra Naidu ,  Philip Mercurio

    发明人： Megharaj Mallavarapu ,  Ravendra Naidu ,  Philip Mercurio

    IPC分类号： G01N21/62

    CPC分类号： G01N21/78

    摘要： Disclosed herein are methods for the detection and/or quantification of anionic surfactants. Also disclosed herein are test kits, which utilize the disclosed methods, to estimate the anionic surfactant concentration in samples, such as environmentally-derived samples. In some specific embodiments, the method and the test kit may be used to detect, among other things, aqueous film forming foams that comprise anionic surfactants.

    摘要翻译： 本文公开了阴离子表面活性剂的检测和/或定量的方法。 本文还公开了利用所公开的方法来估计样品中的阴离子表面活性剂浓度的测试试剂盒，例如环境衍生的样品。 在一些具体实施方案中，所述方法和测试试剂盒可用于检测包含阴离子表面活性剂的含水成膜泡沫材料。