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Electrochemical Algorithm Optimization Based on Multilayer Modified Electrode in Portable-Potentiostat System |
Xu Ying*, Zhang Haijing, Dai Yan, Wang Xu, Chen Yangzi, Yang Yong |
(Biomedical Engineering Institute,School of Automation,Hangzhou Dianzi University,Hangzhou 310018,China) |
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Abstract In order to calibrate the baseline drift of measurement curve caused by multi-layer modified electrode rapidly,a portable-potentiostat system was designed to detect E.coli with multilayer modified electrodes,and an electrochemical algorithm optimization in portable-potentiostat system was proposed in this paper. First,the algorithm used wavelet filter to remove noise by selecting the decomposition layer and threshold value. Then the baseline and peak-position calibration algorithms were used to remove the specificity error caused by intermediate modification of the electrode through calculation of peak position and base line slope. Results showed that the lower limit of system measurement reached the order of microamps (10-6 A),the signal to noise ratio was improved by more than 30%,and the calibration error of peak-position was lower than 1.23%,achieving better denoising and calibration results. With the wide application of electrochemical biosensor technology based on complex modified materials in recent years,the algorithm could match the measured results with the multilayer modified electrode layer and made rapid qualitative longitudinal comparison and transverse prediction. The algorithm could also be used to predict the consistency of the results of electrochemical detection for a variety of microorganisms and trace characteristics,therefore showing great application potentials of fast electrochemical detection in the field of food safety.
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Received: 10 January 2020
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[1] 王文彬.乳及乳制品中主要食源性致病菌的免疫快速检测方法研究[D].无锡:江南大学,2017. [2] Pang Bo,Zhao Chao,Li Li,et al.Development of a low-cost paper-based ELISA method for rapid Escherichia coli O157:H7 detection[J].Analytical Biochemistry,2017,542:58-62. [3] Huang Yanyan,Wu Zunyi,Zhao Guangying,et al.A Label-free electrochemical immunosensor modified with AuNPs for quantitative detection of escherichia coli O157:H7[J].Journal of Electronic Materials,2019,48(12):7960-7969. [4] Ren Qunxiang,Shen Xiaoyan,Sun Yingying,et al.A highly sensitive competitive immunosensor based on branched polyethyleneimine functionalized reduced graphene oxide and gold nanoparticles modified electrode for detection of melamine[J].Food Chemistry,30 Jan,2020[Epub ahead of print]. [5] Liang Su,Jia Wenzhao,Hou Changjun,et al.Microbial biosensors:A review[J].Biosensors and Bioelectronics,2011.26(5):1788-1799. [6] 王泽华,曾冬冬,张欢,等.电沉积纳米金修饰的16通道电流型PSA免疫传感器的制[J].中国生物医学工程学报,2015,34(1):55-61. [7] Li,Yan,Liu Huamin,Huang Hui,et al,A sensitive electrochemical strategy via multiple amplification reactions for the detection of E.coli O157:H7[J].Biosensors and Bioelectronics,1 Jan,2020,[Epub ahead of print]. [8] 徐莹,罗玉林,郭淼.检测微量维生素B_2的便携式恒电位仪平台设计[J].中国生物医学工程学报,2017,36(2):187-194. [9] 张迪鸣.基于智能手机的电化学检测系统及其生物医学传感应用[D].杭州:浙江大学,2016. [10] 刘晓方,王汉功,权高峰,等.电化学系统噪声分析进展[J].腐蚀科学与防护技术,2001,13(2):101-105. [11] LentkaL,Smulko J.Methods of trend removal in electrochemical noise data-Overview[J].Measurement,2019,131:569-581. [12] Maizia R,Dib A,Thomas A,et al.Proton exchange membrane fuel cell diagnosis by spectral characterization of the electrochemical noise[J].Journal of Power Sources,2017,342:553-561. [13] Huang Yarong,Tang Ying,Xu Shichong,et al.A highly sensitive sensor based on ordered mesoporous ZnFe2O4 for electrochemical detection of dopamine[J].Analytica Chimica Acta,1 Feb,2020[Epub ahead of print]. [14] Xing Yi,Wu Guanlan,Ma Ying,et al.Electrochemical detection of bisphenol B based on poly (Prussian blue)/carboxylated multiwalled carbon nanotubes composite modified electrode[J].Measurement,2019,148:2-6. [15] 冷鹏,赵媛,刘素.基于普鲁士蓝-碳纳米管-纳米金复合材料的电化学免疫传感器的构建[J].化学分析计量,2016,25(3):106-110. [16] Mehta DD,Zafiartu M,Feng SW,et al.Mobile voice health monitoring using a wearable accelerometer sensor and a smartphone platform[J].IEEE Transactions on Biomedical Engineering,2012,59(11):3090-3096. [17] Wang Xinhao,Gartia M R,Jiang Jing,et al.Audio jack based miniaturized mobile phone electrochemical sensing platform[J].Sensors and Actuators B:Chemical,2015,209(20):677-685. [18] 郑耀汉.基于AVR单片机的智能恒电位仪的设计与实现[D].青岛:中国海洋大学,2014. [19] 姚毓升,解永平,文涛.三电极电化学传感器的恒电位仪设计[J].仪表技术与传感器,2009(9):23-25. [20] Steinberga MD,Kassalb P,Kerekovic′ I,et al.A wireless potentiostat for mobile chemical sensing and biosensing[J].Talanta,2015,143:178-183. [21] Kellner K,Posnicek T,Ettenauer J,et al.A New low-cost potentiostat for environmental measurements with an eEasy-to-use PC interface[J].Procedia Engineering,2015,120:956-960. [22] Ji Daizong,Liu Zixiang,Liu Lei,et al.Smartphone-based integrated voltammetry system for simultaneous detection of ascorbic acid,dopamine,and uric acid with graphene and gold nanoparticles modified screen-printed electrodes[J].Biosensors and Bioelectronics,2018,119:55-62. [23] Roy N,Yasmin S,Jeon S.Effective electrochemical detection of dopamine with highly active molybdenum oxide nanoparticles decorated on 2,6 diaminopyridine/reduced grapheme oxide[J].Microchemical Journal,3 Dec,2019[Epub ahead of print]. [24] Wang Luyao,Wang Yong,Zhuang Qianfen.Simple self-referenced ratiometric electrochemical sensor for dopamine detection using electrochemically pretreated glassy carbon electrode modified by acid-treated multiwalled carbon nanotube[J].Journal of Electroanalytical Chemistry,10 Oct,2019[Epub ahead of print]. [25] Hayat A,Barthelmebs L,Marty J,Electrochemical impedimetric immunosensor for the detection of okadaic acid in mussel sample[J].Sensors and Actuators B:Chemical,2012.171-172:810-815. [26] 刘伟硕.基于拟合的电化学寻峰算法的研究与实现[D].长春:东北师范大学,2017. [27] Batchelor-McAuley C,Yang Minjun,Hall EM,et al.Correction factors for the analysis of voltammetric peak currents measured using staircase voltammetry[J].Journal of Electroanalytical Chemistry,2015,758:1-6. [28] 潘跃峰.水污染动态监测的电子舌分析仪的设计[D].杭州:浙江大学,2007. [29] 孙斐.水环境重金属便携式检测仪器的分析控制软件设计[D].杭州:浙江大学,2016. [30] 罗剑雄.小波阈值滤波算法的仿真及应用[J].信息与电脑(理论版),2019,31(17):46-47. [31] Lin,Jiatai,Liu Zhi,Chen Philip,et al,A wavelet broad learning adaptive filter for forecasting and cancelling the physiological tremor in teleoperation[J].Neurocomputing,2019,356(3):170-183. [32] 朱俊江,张远辉.面向心电信号去噪的正交小波构造方法[J].中国生物医学工程学报,2017,36(1):109-113. |
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