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Point-of-use electroanalytical platform based on homemade potentiostat and smartphone for multivariate data processing

机译:基于自制恒电位仪和智能手机的使用点电分析平台,用于多元数据处理

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We herein report a potential point-of-use platform for multivariate analyses by presenting homemade potentiostat and smartphone. This system combined high-performance detection (linear sweep, cyclic, and square wave voltammetry) with great simplicity, low-cost, portability, autonomy (6 h), and cable-free (wireless communication) device. In addition, the smartphone showed ability for processing complex and multivariate data. To the best of our knowledge, this paper is the first reporting about the development of a totally integrated point-of-use system with chemometric data processing on smartphone. This feature is essential for in-situ assays by allowing the real-time accomplishment of the entire analytical measurement at remote places. Such ability further reduces the occurrence of model overfitting by non-expert users. As proof-of-concept, our system was successfully applied to fingerprint Brazilian honey samples according to their botanical and geographic origins. The method relied on the unsupervised technique of principal component analysis (PCA) and the assays were performed by cyclic voltammetry using a single and non-modified working electrode of gold. (C) 2016 Elsevier Ltd. All rights reserved.
机译:通过展示自制的恒电位仪和智能手机,我们在此报告了用于多元分析的潜在使用点平台。该系统将高性能检测(线性扫描,循环和方波伏安法)与简单,低成本,便携性,自主性(6小时)和无电缆(无线通信)设备相结合。此外,智能手机还具有处理复杂和多元数据的能力。据我们所知,本文是有关智能手机上具有化学计量数据处理功能的完全集成使用点系统开发的第一份报告。通过允许在偏远地区实时完成整个分析测量,此功能对于原位分析至关重要。这种能力进一步减少了非专家用户过度拟合模型的情况。作为概念验证,我们的系统已根据植物和地理来源成功应用于指纹巴西蜂蜜样品。该方法依赖于主成分分析(PCA)的无监督技术,使用单个和未修饰的金工作电极通过循环伏安法进行测定。 (C)2016 Elsevier Ltd.保留所有权利。

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