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Hydroponics Monitoring through UV-Vis Spectroscopy and Artificial Intelligence: Quantification of Nitrogen, Phosphorous and Potassium 通过紫外可见光谱和人工智能监测水培:氮、磷和钾的定量
Pub Date : 2021-06-30 DOI: 10.3390/CSAC2021-10448
Aníbal Silva, K. Löfkvist, M. Gilbertsson, E. Os, G. Franken, J. Balendonck, Tatiana M. Pinho, J. Boaventura-Cunha, L. Coelho, P. Jorge, R. Martins
In hydroponic cultivation, monitoring and quantification of nutrients is of paramount importance. Precision agriculture has an urgent need for measuring fertilization and plant nutrient uptake. Reliable, robust and accurate sensors for measuring nitrogen (N), phosphorus (P) and potassium (K) are regarded as critical in this process. It is vital to understand nutrients’ interference; thusly, a Hoagland fertilizer solution-based orthogonal experimental design was deployed. Concentration ranges were varied in a target analyte-independent style, as follows: [N] = [103.17–554.85] ppm; [P] = [15.06–515.35] ppm; [K] = [113.78–516.45] ppm, by dilution from individual stock solutions. Quantitative results for N and K, and qualitative results for P were obtained.
在水培栽培中,养分的监测和定量是至关重要的。精准农业迫切需要对施肥和植物养分吸收进行测量。在这一过程中,用于测量氮(N)、磷(P)和钾(K)的可靠、坚固和精确的传感器被认为是至关重要的。了解营养物质的干扰是至关重要的;因此,采用基于霍格兰肥料溶液的正交试验设计。浓度范围的变化与目标分析物无关,如下:[N] = [103.17-554.85] ppm;[P] = [15.06-515.35] ppm;[K] = [113.78-516.45] ppm,由单个原液稀释。得到了氮、钾的定量结果和磷的定性结果。
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引用次数: 5
Room Temperature Hydrogen Sensing Based on Tapered Optical Fiber Coated with Polyaniline (PANI) 基于聚苯胺包覆锥形光纤的室温氢传感
Pub Date : 2021-06-30 DOI: 10.3390/csac2021-10415
M. M. Alkhabet, S. Girei, A. Ismail, S. Paiman, N. Arsad, M. Mahdi, M. Yaacob
This work demonstrates a hydrogen (H2) sensor at room temperature made of tapered optical fibers coated with a polyaniline (PANI) nanofiber. A transducing platform was constructed using a multimode optical fiber (MMF) with a 125 µm cladding and a 62.5 µm core diameter. In order to enhance the light evanescent field surrounding the fiber, the fibers were tapered from 125 µm in diameter to 20 µm in diameter with 10 mm waist and coated PANI using the drop casting technique. Various characterization techniques, such as field emission scanning electron microscopy (FESEM), energy dispersive X-ray (EDX), differential X-ray (XRD), and atomic force microscopy, have been used to establish the PANI’s properties. When H2 is subtracted, the optical properties of the PANI layer change, resulting in a change in light absorption. The fabricated sensor was tested by exposing it to H2 at different concentration from 0.125% to 1%. In this case, the sensitivity, response, and recovery times were 15.928/vol%, 110 s, and 160 s, respectively. The improved hydrogen sensor holds great promise for environmental and industrial applications due to its ability to operate at room temperature.
这项工作演示了一种室温下的氢(H2)传感器,该传感器由涂有聚苯胺(PANI)纳米纤维的锥形光纤制成。采用包层为125µm、芯径为62.5µm的多模光纤(MMF)构建了换能器平台。为了增强纤维周围的光消失场,将纤维直径从125µm逐渐减小到20µm,纤维腰径为10 mm,并采用滴铸技术涂覆聚苯胺。各种表征技术,如场发射扫描电子显微镜(FESEM)、能量色散x射线(EDX)、差分x射线(XRD)和原子力显微镜,已经被用来确定聚苯胺的性质。当H2被减去时,PANI层的光学性质发生变化,导致光吸收发生变化。将所制备的传感器暴露在浓度为0.125% ~ 1%的氢气中进行测试。在这种情况下,灵敏度、响应和恢复时间分别为15.928/vol%、110 s和160 s。由于能够在室温下工作,改进的氢传感器在环境和工业应用中具有很大的前景。
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引用次数: 2
Development of a Gas Sensor for Eucalyptol Supervision: A Supporting Tool for Extreme Wildfire Management 桉树监测气体传感器的开发:极端野火管理的辅助工具
Pub Date : 2021-06-30 DOI: 10.3390/csac2021-10432
C. Magro, Marcelo Morais, Paulo A. Ribeiro, S. Sério, Pedro Vieira, M. Raposo
Recent research on volatile organic compounds (VOC) released by the heated vegetation has shown that, under specific conditions (e.g., extreme heat, humidity, wind, and topography), VOC might foster wildfire ignition sources and explain sudden changes in fire behavior, particularly in the most susceptible and flammable forests (eucalypt forests). This work aims to develop an electronic nose (e-nose) based on a sensor’s array to monitor the concentration of eucalyptol, the major VOC compound of the Eucalyptus globulus tree. The detection of this target compound was achieved by measuring the impedance spectra of layer-by-layer developed thin films based on polyethyleneimine, poly(allylamine hydrochloride), and graphene oxide, by injecting the analyte into a custom-made vacuum chamber system. The obtained results were analyzed by the principal component analysis method. The developed e-nose sensor was able to distinguish different concentrations in a range from 411 to 1095 ppm.
最近对加热植被释放的挥发性有机化合物(VOC)的研究表明,在特定条件下(例如,极端高温、湿度、风和地形),VOC可能会助长野火的火源,并解释火灾行为的突然变化,特别是在最易感和易燃的森林(桉树森林)中。这项工作旨在开发一种基于传感器阵列的电子鼻(电子鼻),以监测桉树中主要挥发性有机化合物桉树醇的浓度。通过将分析物注入定制的真空室系统,通过测量基于聚乙烯亚胺、聚(丙烯胺盐酸盐)和氧化石墨烯的逐层薄膜的阻抗谱来检测该目标化合物。用主成分分析法对所得结果进行了分析。开发的电子鼻传感器能够区分从411到1095 ppm范围内的不同浓度。
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引用次数: 1
An Inkjet-Printed Amperometric H2S Sensor for Environmental Applications 用于环境应用的喷墨打印电流型H2S传感器
Pub Date : 2021-06-30 DOI: 10.3390/csac2021-10462
Franc Paré, Rebeca Castro, X. Guimerà, G. Gabriel, M. Baeza
Hydrogen sulfide (H2S) is a highly toxic chemical capable of causing severe health issues. Due to its environmental impact, it is critical to create effective methods for its monitoring. Inkjet printing technology has become an alternative for sensor fabrication because it is an economic, fast, and reproducible method for mass producing micro-electrodes. Herein, a miniaturized 25 mm2 inkjet-printed amperometric sensor is presented. A gold electrode coupled with a silver track was modified with two inks: single-walled carbon nanotubes (SWCNTs) and a mixture of SCWCNTs and poly(vinyl alcohol) (PVA). Morphological and electrochemical properties were studied, as well as H2S sensor performance. This approach is a suitable option for environmental H2S tracking.
硫化氢(H2S)是一种剧毒化学物质,能够引起严重的健康问题。由于其对环境的影响,建立有效的监测方法至关重要。喷墨打印技术已成为传感器制造的一种替代方法,因为它是一种经济、快速和可重复的大规模生产微电极的方法。本文提出了一种小型化的25mm2喷墨打印安培传感器。用两种油墨:单壁碳纳米管(SWCNTs)和SCWCNTs与聚乙烯醇(PVA)的混合物对偶联银轨道的金电极进行修饰。研究了该材料的形态和电化学性能,以及H2S传感器性能。这种方法是环境H2S跟踪的合适选择。
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引用次数: 1
Locally Linear Embedding as Nonlinear Feature Extraction to Discriminate Liquids with a Cyclic Voltammetric Electronic Tongue 局部线性嵌入作为非线性特征提取的循环伏安电子舌鉴别液体
Pub Date : 2021-06-30 DOI: 10.3390/csac2021-10426
Jersson X. Leon-Medina, Maribel Anaya, D. Tibaduiza
Electronic tongues are devices used in the analysis of aqueous matrices for classification or quantification tasks. These systems are composed of several sensors of different materials, a data acquisition unit, and a pattern recognition system. Voltammetric sensors have been used in electronic tongues using the cyclic voltammetry method. By using this method, each sensor yields a voltammogram that relates the response in current to the change in voltage applied to the working electrode. A great amount of data is obtained in the experimental procedure which allows handling the analysis as a pattern recognition application; however, the development of efficient machine-learning-based methodologies is still an open research interest topic. As a contribution, this work presents a novel data processing methodology to classify signals acquired by a cyclic voltammetric electronic tongue. This methodology is composed of several stages such as data normalization through group scaling method and a nonlinear feature extraction step with locally linear embedding (LLE) technique. The reduced-size feature vector input to a k-Nearest Neighbors (k-NN) supervised classifier algorithm. A leave-one-out cross-validation (LOOCV) procedure is performed to obtain the final classification accuracy. The methodology is validated with a data set of five different juices as liquid substances.Two screen-printed electrodes voltametric sensors were used in the electronic tongue. Specifically the materials of their working electrodes were platinum and graphite. The results reached an 80% classification accuracy after applying the developed methodology.
电子舌是用于分析水性基质的分类或定量任务的装置。这些系统由几个不同材料的传感器、一个数据采集单元和一个模式识别系统组成。伏安传感器已应用于循环伏安法的电子舌中。通过使用这种方法,每个传感器产生伏安图,该伏安图将电流响应与施加到工作电极上的电压变化联系起来。在实验过程中获得了大量的数据,可以将分析作为模式识别应用进行处理;然而,开发高效的基于机器学习的方法仍然是一个开放的研究兴趣话题。作为贡献,这项工作提出了一种新的数据处理方法来分类由循环伏安电子舌获得的信号。该方法包括通过群尺度法对数据进行归一化和利用局部线性嵌入(LLE)技术进行非线性特征提取等步骤。将缩小尺寸的特征向量输入到k-近邻(k-NN)监督分类器算法中。执行留一交叉验证(LOOCV)过程以获得最终的分类精度。用五种不同果汁作为液体物质的数据集验证了该方法。电子舌采用了两个丝网印刷电极电压传感器。具体来说,它们的工作电极材料是铂和石墨。应用所开发的方法后,结果达到80%的分类准确率。
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引用次数: 0
Plasmonic Hydrogel Nanocomposites with Combined Optical and Mechanical Properties for Biochemical Sensing 用于生化传感的光电复合等离子体水凝胶纳米复合材料
Pub Date : 2021-06-30 DOI: 10.3390/csac2021-10467
Bruno Miranda, R. Moretta, S. D. Martino, P. Dardano, I. Rea, C. Forestiere, L. Stefano
Localized surface plasmon resonance (LSPR) and metal-enhanced-fluorescence (MEF)-based optical biosensors exhibit unique properties compared to other sensing devices that can be exploited for the design point-of-care (POC) diagnostic tools [1]. Plasmonic devices exploit the capability of noble-metal nanoparticles of absorbing light at a well-defined wavelength. The increasing request for wearable, flexible and easy-to-use diagnostic tools has brought to the development of plasmonic nanocomposites, whose peculiar performances arise from the combination of the optical properties of plasmonic nanoparticles and mechanical properties of the polymeric matrix in which they are embedded [2,3]. An optical platform based on spherical gold nanoparticles (AuNPs) embedded in high molecular weight poly-(ethylene glycol) diacrylate (PEGDA) hydrogel is proposed. PEGDA hydrogel represents a biocompatible, flexible, transparent polymeric network to design wearable, 3D, plasmonic biosensors for the detection of targets with different molecular weights for the early diagnosis of disease. The swelling capability of PEGDA is directly correlated to the plasmonic decoupling of AuNPs embedded within the matrix. A study on the effect of swelling on the optical response of the PEGDA/AuNPs composites was investigated by using a biorecognition layer/target model system. Specifically, after the in situ chemical modification of the AuNPs within the hydrogel, the interaction biotin-streptavidin is monitored within the 3D hydrogel network. Additionally, metal-enhanced fluorescence is observed within the PEGDA/AuNPs nanocomposites, which can be exploited to achieve an ultra-low limit of detection. LSPR signal was monitored via transmission mode customized setup and MEF signal was detected via fluorescence and confocal microscopes. Label-free (LSPR-based) and fluorescence (MEF-based) signals of a high molecular weight target analyte were successfully monitored with relatively high resolutions and low limits of detection compared to the standard polymeric optical platforms available in the literature. The optimized platform could represent a highly reproducible and low-cost novel biosensor to be applied as a POC diagnostic tool in healthcare and food monitoring applications.
局部表面等离子体共振(LSPR)和基于金属增强荧光(MEF)的光学生物传感器与其他可用于设计护理点(POC)诊断工具的传感设备相比,具有独特的性能[1]。等离子体器件利用贵金属纳米粒子吸收特定波长的光的能力。对可穿戴、灵活和易于使用的诊断工具的日益增长的需求促进了等离子体纳米复合材料的发展,其独特的性能来自于等离子体纳米粒子的光学特性和它们所嵌入的聚合物基质的力学特性的结合[2,3]。提出了一种基于球形金纳米粒子(AuNPs)嵌入高分子量聚乙二醇二丙烯酸酯(PEGDA)水凝胶的光学平台。PEGDA水凝胶代表了一种生物相容性、柔性、透明的聚合物网络,用于设计可穿戴的3D等离子体生物传感器,用于检测不同分子量的靶标,用于疾病的早期诊断。PEGDA的膨胀能力与嵌入在基体中的aunp的等离子体解耦直接相关。利用生物识别层/靶模型系统研究了溶胀对PEGDA/AuNPs复合材料光学响应的影响。具体来说,在水凝胶内对aunp进行原位化学修饰后,生物素-链霉亲和素的相互作用在3D水凝胶网络内被监测。此外,在PEGDA/AuNPs纳米复合材料中观察到金属增强荧光,这可以用来实现超低的检测极限。通过定制的传输模式设置监测LSPR信号,通过荧光显微镜和共聚焦显微镜检测MEF信号。与文献中可用的标准聚合物光学平台相比,成功地监测了高分子量目标分析物的无标记(基于lspr)和荧光(基于mef)信号,具有相对较高的分辨率和较低的检测限。优化后的平台可以作为一种高重复性和低成本的新型生物传感器,在医疗保健和食品监测应用中作为POC诊断工具。
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引用次数: 0
Titanium Based Materials for High-Temperature Gas Sensor in Harsh Environment Application 钛基材料在恶劣环境下的高温气体传感器应用
Pub Date : 2021-06-30 DOI: 10.3390/csac2021-10480
R. L. Fomekong, B. Saruhan
Gas selective sensors that are capable of sensing at hot-gas environment are increasingly gaining importance for the monitoring of combustion and thermal processes releasing NO, NO2 and H2 containing hot gases at temperatures exceeding 600 °C. Despite some drawbacks, TiO2 is capable of operating as a gas sensor above 500 °C. In this context, Ni-doped TiO2, Co-doped TiO2 and Rh-doped BaTiO3 have been prepared by oxalate coprecipitation route and fully characterized. Co-doping of TiO2 promotes p-type behavior exhibiting good sensing properties to NO2 while Ni-doping displays the maintenance of n-type behavior and better H2-sensing properties at 600 °C. Rh-doped BaTiO3 shows excellent NO sensing properties at 900 °C.
能够在高温气体环境下进行传感的气体选择性传感器,对于监测温度超过600℃时释放含NO、NO2和H2的燃烧和热过程越来越重要。尽管存在一些缺陷,但TiO2能够在500°C以上作为气体传感器工作。在此背景下,采用草酸共沉淀法制备了ni掺杂TiO2、co掺杂TiO2和rh掺杂BaTiO3,并对其进行了表征。在600℃下,共掺杂TiO2促进了p型行为,对NO2具有良好的传感性能,而ni掺杂则保持了n型行为,并具有更好的h2传感性能。在900℃下,掺铑的BaTiO3表现出优异的NO传感性能。
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引用次数: 1
Poly(bromocresol purple)-Based Voltammetric Sensor for the Simultaneous Quantification of Ferulic Acid and Vanillin 基于聚溴甲酚紫的伏安传感器同时测定阿魏酸和香兰素
Pub Date : 2021-06-30 DOI: 10.3390/csac2021-10441
A. Zhupanova, G. Ziyatdinova
Natural phenolic antioxidants are extensively studied compounds due to their positive health effect and wide distribution in human diets. The simultaneous occurrence in samples requires selective methods for their determination. Electrochemical sensor based on the polyaminobenzene sulfonic acid functionalized single-walled carbon nanotubes (f-SWCNT) and electropolymerized bromocresol purple has been developed for the simultaneous quantification of ferulic acid and vanillin. The electrode has been characterized by scanning electron microscopy (SEM) and electrochemical methods, and the effectivity of the developed modifier has been confirmed. Thus, the novel sensitive voltammetric sensor is simple to fabricate, reliable, cost-effective, and can be applied for foodstuff screening.
天然酚类抗氧化剂因其对健康的积极作用和在人类饮食中的广泛分布而被广泛研究。样品中的同时发生需要选择性的方法来测定。以聚氨基苯磺酸功能化单壁碳纳米管(f-SWCNT)和电聚合溴甲酚紫为材料,研制了用于同时定量阿魏酸和香兰素的电化学传感器。通过扫描电子显微镜(SEM)和电化学方法对电极进行了表征,证实了改性剂的有效性。因此,该新型灵敏伏安传感器制作简单、可靠、经济,可用于食品筛选。
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引用次数: 0
Applied Voltage Effect in Lbl Sensors While Detecting 17α-Ethinylestradiol in Water Samples Lbl传感器检测水样中17α-炔雌醇时的电压效应
Pub Date : 2021-06-30 DOI: 10.3390/csac2021-10460
Paulo M. Zagalo, C. Magro, P. Ribeiro, M. Raposo
The effect of the applied voltage on impedance spectra, measured on sensors based on solid supports with interdigitated electrodes (IDE) that are either covered or not with a layer-by-layer film prepared with polyethylenimine and poly (sodium 4-styrenesulfonate), was analyzed to detect 17α-ethinylestradiol(EE2) in mineral water and tap water. The results show that the sensor response is strongly affected by the applied voltage, the presence of film, and the water matrix, meaning that electrochemical reactions develop near the IDE. However, for low values of applied voltage, the sensor response is reproducible with negligible electrochemical reactions, allowing us to conclude that 25 mV is the appropriate voltage.
本文分析了施加电压对电感阻抗谱的影响,该阻抗谱是在固体支架上测量的,固体支架上分别覆盖聚乙烯亚胺和聚4-苯乙烯磺酸钠制备的层膜或未覆盖层膜。结果表明,传感器响应受外加电压、膜的存在和水基质的强烈影响,这意味着电化学反应在IDE附近发生。然而,对于较低的施加电压值,传感器的响应是可重复的,可以忽略电化学反应,使我们得出结论,25 mV是合适的电压。
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引用次数: 0
Implementation of Metallic Film Electrodes for Catalytic Adsorptive Stripping Voltammetric Determination of Germanium(IV) 金属膜电极催化吸附溶出伏安法测定锗(IV)
Pub Date : 2021-06-30 DOI: 10.3390/csac2021-10484
A. Królicka, J. Zarębski, A. Bobrowski
In the present work, it has been shown that bismuth film electrodes deposited on screen-printed carbon supports could be successfully used to provide well-shaped, sensitive and reproducible catalytic adsorptive stripping signals of Ge(IV) in the presence of catechol and V(IV)-HEDTA (HEDTA-N-hydroxyethyl-ethylene diamine-triacetic acid) complex.
在目前的工作中,已经证明了沉积在丝网印刷碳载体上的铋膜电极可以成功地用于在儿茶酚和V(IV)- heta (heta - n-羟乙基-乙二胺-三乙酸)配合物存在下提供形状良好、敏感和可重复的Ge(IV)催化吸附剥离信号。
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引用次数: 0
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