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Passive wireless multi-parameter LC sensing system for in situ health monitoring of bearings 用于轴承现场健康监测的无源无线多参数 LC 传感系统
IF 4.1 3区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-10-01 DOI: 10.1016/j.sna.2024.115934
Lifeng Wang, Shangyang Zhang, Lei Dong, Qiang-An Huang
The health condition of bearings is crucial for the safe operation of equipment. In situ, multi-parameter monitoring of the rotating components of bearings facilitates accurate assessment and diagnosis of bearing health. Based on the previous research on LC (Inductor-Capacitor) strain sensor for bearings, a passive wireless multi-parameter LC sensor suitable for in situ monitoring of bearings is proposed. The LC sensor uses dual resonance frequencies together with one quality factor to simultaneously monitor three parameters of bearing. Theoretical derivation and simulation analysis indicate that, due to the adoption of a symmetrical circuit structure, the two resonant frequencies of the LC sensor are independent and do not interfere with each other. Furthermore, the asymmetric analysis shows that under significant parameter asymmetry, the two resonant frequencies still maintain excellent independence. According to the installation position of the bearing, the sensor coil and the sensor circuit are designed to be conformal to the bearing. The acceleration, strain and temperature response curves of the LC sensor are measured by installing it on a circular steel disc that simulates the environment of a bearing. Finally, the LC sensor is successfully demonstrated on a bearing test platform.
轴承的健康状况对设备的安全运行至关重要。对轴承旋转部件进行现场多参数监测有助于准确评估和诊断轴承的健康状况。在先前对轴承用 LC(电感器-电容器)应变传感器研究的基础上,提出了一种适用于轴承现场监测的无源无线多参数 LC 传感器。LC 传感器使用双谐振频率和一个品质因数来同时监测轴承的三个参数。理论推导和仿真分析表明,由于采用了对称电路结构,LC 传感器的两个谐振频率相互独立,互不干扰。此外,非对称分析表明,在参数明显不对称的情况下,两个谐振频率仍能保持很好的独立性。根据轴承的安装位置,设计了传感器线圈和传感器电路,使其与轴承保持一致。通过将 LC 传感器安装在模拟轴承环境的圆形钢盘上,测量了传感器的加速度、应变和温度响应曲线。最后,在轴承测试平台上成功演示了 LC 传感器。
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引用次数: 0
Quantification measurement of hemoglobin with large dynamic range and low detection limit via an optical fiber optofluidic laser with enzyme-catalyzed reaction 通过光纤光流体激光器与酶催化反应定量测量血红蛋白,动态范围大,检测限低
IF 4.1 3区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-10-01 DOI: 10.1016/j.sna.2024.115936
Hongrui Zhang , Ya-nan Zhang , Mingyue Wang , Yong Zhao , Bo Han
Quantitative measurement of hemoglobin (Hb) levels is an essential part of routine medical examinations, disease diagnosis and health status monitoring. In this study, we introduced optical fiber optofluidic laser (FOFL) technology combined with catalytic oxidation reaction to design a laser sensor for sensitive Hb detection. For the H2O2-rhodamine B (RhB) oxidation system, radially emitting FOFL was achieved with a thin-walled hollow optical fiber (HOF) as an optical microcavity and amplified the concentration change of RhB during oxidation by H2O2. Hb was employed as peroxide-mimicking enzyme to catalyze the oxidation system, which sped up the reaction, resulting in an earlier laser extinction time. With the laser extinction time as sensing signal, the Hb sensor achieved a dynamic range of five orders of magnitude and a limit of detection (LOD) of 46.0 pM at an assay time of 40 min. The developed method provides ideas for the exploitation of FOFL biosensing based on catalytic oxidation reactions.
血红蛋白(Hb)水平的定量测量是常规体检、疾病诊断和健康状况监测的重要组成部分。在这项研究中,我们引入了光纤光流体激光器(FOFL)技术,并结合催化氧化反应设计了一种用于灵敏检测 Hb 的激光传感器。在 H2O2-罗丹明 B(RhB)氧化体系中,利用薄壁中空光纤(HOF)作为光学微腔,实现了径向发射的 FOFL,并放大了 RhB 在 H2O2 氧化过程中的浓度变化。利用 Hb 作为过氧化物模拟酶催化氧化系统,加快了反应速度,从而提前了激光消光时间。以激光熄灭时间作为传感信号,Hb 传感器的动态范围达到五个数量级,检测时间为 40 分钟,检测限(LOD)为 46.0 pM。所开发的方法为利用基于催化氧化反应的 FOFL 生物传感提供了思路。
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引用次数: 0
Design and analysis of a piezo-actuated hydraulic micro-displacement amplifier with high bandwidth and large amplification ratio 高带宽、大放大比压电液压微位移放大器的设计与分析
IF 4.1 3区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-10-01 DOI: 10.1016/j.sna.2024.115899
Wanghu Zhan, Shuo Chen, Kai Li, Junkao Liu, Yingxiang Liu, Weishan Chen
Micro-displacement amplifiers show great potential for enhancing the performance of piezoelectric ceramic stacks. However, designing a compact micro-displacement amplifier with a high amplification ratio and broad bandwidth remains challenging. This article introduces a hydraulic micro-displacement amplifier driven by a piezoelectric ceramic stack with a large amplification ratio, high bandwidth, and eliminating parasitic displacement. Theoretical and simulation analyses are performed for the hydraulic micro-displacement amplifier, optimizing parameters such as edge thin ring thickness and spring stiffness. A prototype was fabricated and tested in a series of experiments. The experimental results demonstrate that, under steady-state conditions, the hydraulic micro-displacement amplifier achieves an amplification ratio of 26.12 with a standard deviation of 2.28. The maximum output displacement is 172.4 μm at 150 V, and the resonant frequency is 445 Hz under a 20 N load. This study provides a novel approach to designing micro-displacement amplifiers.
微位移放大器在提高压电陶瓷叠层的性能方面显示出巨大的潜力。然而,设计一种具有高放大比和宽带宽的紧凑型微位移放大器仍然具有挑战性。本文介绍了一种由压电陶瓷堆栈驱动的液压微位移放大器,它具有大放大比、高带宽和消除寄生位移的特点。文章对液压微位移放大器进行了理论和仿真分析,优化了边缘薄环厚度和弹簧刚度等参数。制作了一个原型,并在一系列实验中进行了测试。实验结果表明,在稳态条件下,液压微位移放大器的放大比率为 26.12,标准偏差为 2.28。在 150 V 电压下,最大输出位移为 172.4 μm,在 20 N 负载下,谐振频率为 445 Hz。这项研究为设计微位移放大器提供了一种新方法。
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引用次数: 0
Micro-droplet ejection based on controllable cavity collapse within confined interface 基于受限界面内可控空腔坍塌的微滴喷射
IF 4.1 3区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-10-01 DOI: 10.1016/j.sna.2024.115937
Zeyu Kong , Zexiang Yan , Kun Zhang , Yalin Tang , Zhaoyang Ou , Weizheng Yuan , Xianglian Lv , Yang He
Micro-drop ejection technology has been widely employed in cell analysis, drug delivery, microreactors, and various other fields due to its high accuracy and resolution, which can accurately control and dispense liquid materials. However, the current development of this technology faces challenges due to nozzle diameter limitations. Smaller droplets require finer nozzles for ejection. Nevertheless, fine nozzles cause significant fluid resistance, hindering micro-droplet ejection. Overcoming the constraint posed by nozzle and achieving high-precision micro-droplets ejection has become a challenging task for the industry. Inspired by the phenomenon of cavity collapse in nature, we have developed a micro-droplet ejection technology based on actively controlling the cavity collapse within the confined interface. By analyzing the formation and collapse of the liquid cavity, we have identified three ejection modes: no droplet, single droplet, and satellite droplet, and further delineated the boundary conditions for minimizing droplet size and ejecting satellite-free droplets. Using this technology, we achieved precise control over droplet size within a defined range, with the minimum droplet diameter reaching 34 % of the nozzle diameter. Furthermore, the continuous ejection of single droplets demonstrated excellent stability and repeatability. This innovative technology could provide a novel approach to achieve high accuracy and controllability in micro-droplets ejection, liberating it from nozzle constraints, thus expected to play a significant role in the fields of biomedical research, chemical engineering, and printed electronics.
微滴喷射技术因其高精度和高分辨率,可精确控制和喷射液体材料,已被广泛应用于细胞分析、药物输送、微反应器等多个领域。然而,由于喷嘴直径的限制,该技术目前的发展面临挑战。较小的液滴需要更细的喷嘴来喷射。然而,细喷嘴会产生很大的流体阻力,阻碍微液滴的喷射。克服喷嘴的限制,实现高精度微液滴喷射已成为业界的一项挑战性任务。受自然界空腔坍塌现象的启发,我们开发了一种基于主动控制密闭界面内空腔坍塌的微液滴喷射技术。通过分析液腔的形成和坍塌,我们确定了三种喷射模式:无液滴、单液滴和卫星液滴,并进一步划分了最小化液滴尺寸和喷射无卫星液滴的边界条件。利用这项技术,我们实现了在规定范围内对液滴大小的精确控制,最小液滴直径达到喷嘴直径的 34%。此外,单个液滴的连续喷射表现出了极佳的稳定性和可重复性。这项创新技术为实现微液滴喷射的高精度和可控性提供了一种新方法,使其摆脱了喷嘴的限制,因此有望在生物医学研究、化学工程和印刷电子学领域发挥重要作用。
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引用次数: 0
Revealing multiphase coexistence of R-O-T phases in BaTiO3-CaTiO3-BaSnO3 electroceramics for energy harvesting and storage response with piezo actuation 揭示 BaTiO3-CaTiO3-BaSnO3 电陶瓷中 R-O-T 相的多相共存,利用压电致动实现能量收集和存储响应
IF 4.1 3区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-09-30 DOI: 10.1016/j.sna.2024.115932
Nikita J. Kapadi , Tejas K. Jadhav , Tulshidas C. Darvade , Ajit R. James , V.R. Reddy , Y.D. Kolekar , Rahul C. Kambale
The (Ba1-xCax)(SnyTi1-y)O3 piezoelectric ceramics (where x=0.016, y=0.024; x=0.032, y=0.048; x=0.048, y=0.072; x=0.064, y=0.096; x=0.08, y=0.12) were designed by conventional solid state reaction method. The crystal structure for the composition of x=0.064 and y=0.096 (abbreviated as BCST-4) possesses the coexistence of non-centrosymmetric rhombohedral-orthorhombic-tetragonal (R-O-T) tri-lattice symmetries at room temperature, as demonstrated by the structural Rietveld refinement, Raman analysis, and temperature dependence of dielectric study. Because of the R-O-T multiphase coexistence, BCST-4 possesses a superior electromechanical and piezoelectric property viz. kp ∼ 0.45, strain ∼ 0.100 %, d33* ∼ 649 pm/V, and an improved d33 ∼ 452 pC/N, which is comparable to commercially available soft PZT ceramics (d33 ⁓ 370 pC/N). For BCST-4 ceramics, an exceptional electrostriction coefficient Q33 ∼ 0.0434 m4/C2 value was attained. The intrinsic piezo-actuation DC strain was observed to be 130 microstrain (με) and 188 με with ε33 and ε31 modes respectively. The BCST-4 ceramic exhibits a maximum output power of 1.03 mW, a power density of 13.5 µW/mm3, a maximum output current of 88 µA, and an open circuit voltage Vpp of 28 V which successfully glowed ‘SPPU’ panel having 40 red commercial light-emitting diodes (LEDs). The energy storage study reveals that BCST-4 ceramics exhibit a maximum energy storage density (Wrec) of 165.87 mJ/cm3 with efficiency (ƞ) 68.00 %. Therefore, the improvement in electrostriction coefficient, piezoelectric charge coefficient, and energy storage response indicates that BCST-4 ceramic has the potential for actuator, energy harvesting, and energy storage applications.
采用传统固态反应方法设计了 (Ba1-xCax)(SnyTi1-y)O3 压电陶瓷(其中 x=0.016, y=0.024; x=0.032, y=0.048; x=0.048, y=0.072; x=0.064, y=0.096; x=0.08, y=0.12)。结构里特维尔德细化、拉曼分析和介电研究的温度依赖性证明,x=0.064 和 y=0.096 组成的晶体结构(简称 BCST-4)在室温下具有非中心对称的斜方晶格-正方晶格-四方晶格(R-O-T)三晶格对称性共存。由于 R-O-T 多相共存,BCST-4 具有优异的机电和压电特性,即 kp ∼ 0.45,应变 ∼ 0.100 %,d33* ∼ 649 pm/V,d33 ∼ 452 pC/N,与市售的软质 PZT 陶瓷(d33 ⁓ 370 pC/N)相当。BCST-4 陶瓷的电致伸缩系数 Q33 ∼ 0.0434 m4/C2 值非常高。观察到的本征压动直流应变分别为 130 微应变(με)和 188 微应变(ε33 和 ε31)。BCST-4 陶瓷的最大输出功率为 1.03 mW,功率密度为 13.5 µW/mm3,最大输出电流为 88 µA,开路电压 Vpp 为 28 V,成功地使装有 40 个红色商用发光二极管 (LED) 的 "SPPU "面板发光。储能研究表明,BCST-4 陶瓷的最大储能密度(Wrec)为 165.87 mJ/cm3,效率(ƞ)为 68.00%。因此,电致伸缩系数、压电电荷系数和储能响应的改善表明,BCST-4 陶瓷具有执行器、能量收集和储能应用的潜力。
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引用次数: 0
VTe2 nanospheres for NO2 gas sensors 用于二氧化氮气体传感器的 VTe2 纳米球
IF 4.1 3区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-09-30 DOI: 10.1016/j.sna.2024.115935
Zhihua Zhao , Zhikun Wang , Chunhua Zheng , Guixin Jin , Xiaoqing Shen , Lan Wu
Nitrogen dioxide is a toxic gas to the human body, which is the cause of acid rain and respiratory diseases. In this study, VTe2 was first created for use in gas sensors by hydrothermal synthesis. After examining the gas-sensitive characteristics, it was found that the VTe2 gas sensor responds 105 % to 50 ppm nitrogen dioxide (NO2) gas at 140°C and 40 % relative humidity (RH), with a relative humidity setting temperature of 25°C. Furthermore, the sensor has fast response recovery time, good selectivity, repeatability, stability and moisture resistance. Finally, a sensing mechanism for NO2 detection was suggested.
二氧化氮是一种对人体有毒的气体,是造成酸雨和呼吸道疾病的原因。在这项研究中,VTe2 首次通过水热合成被制成气体传感器。在对气体敏感特性进行研究后发现,VTe2 气体传感器在 140°C 和 40% 相对湿度(RH)条件下对 50 ppm 二氧化氮(NO2)气体的响应为 105%,相对湿度设定温度为 25°C。此外,该传感器还具有响应恢复时间快、选择性好、重复性好、稳定性好和防潮等特点。最后,还提出了一种检测二氧化氮的传感机制。
{"title":"VTe2 nanospheres for NO2 gas sensors","authors":"Zhihua Zhao ,&nbsp;Zhikun Wang ,&nbsp;Chunhua Zheng ,&nbsp;Guixin Jin ,&nbsp;Xiaoqing Shen ,&nbsp;Lan Wu","doi":"10.1016/j.sna.2024.115935","DOIUrl":"10.1016/j.sna.2024.115935","url":null,"abstract":"<div><div>Nitrogen dioxide is a toxic gas to the human body, which is the cause of acid rain and respiratory diseases. In this study, VTe<sub>2</sub> was first created for use in gas sensors by hydrothermal synthesis. After examining the gas-sensitive characteristics, it was found that the VTe<sub>2</sub> gas sensor responds 105 % to 50 ppm nitrogen dioxide (NO<sub>2</sub>) gas at 140°C and 40 % relative humidity (RH), with a relative humidity setting temperature of 25°C. Furthermore, the sensor has fast response recovery time, good selectivity, repeatability, stability and moisture resistance. Finally, a sensing mechanism for NO<sub>2</sub> detection was suggested.</div></div>","PeriodicalId":21689,"journal":{"name":"Sensors and Actuators A-physical","volume":"379 ","pages":"Article 115935"},"PeriodicalIF":4.1,"publicationDate":"2024-09-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142421701","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Rhodamine 6G-conjugated β-cyclodextrin as a novel fluorescence sensor for meat spoilage detection 罗丹明 6G 共轭β-环糊精作为新型荧光传感器用于肉类腐败检测
IF 4.1 3区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-09-29 DOI: 10.1016/j.sna.2024.115933
Fatemeh Mohammadzadeh , Marzieh Golshan , Vahid Haddadi-Asl , Mehdi Salami-Kalajahi
Meats are abundant in proteins and a variety of lipids that are essential for the human body. Nevertheless, they are susceptible to enzymatic reactions and bacterial microorganisms during various processes, which can result in food deterioration. This study endeavors to create an ammonia-sensitive sensor for the detection of meat decomposition by rhodamine 6 G fluorophore and β-cyclodextrin which are joined together via a Schiff-base reaction, in recognition of the significance of appropriate food monitoring. The rhodamine 6 G and β-cyclodextrin-based sensor (R6GBCD) was characterized using proton nuclear magnetic resonance (1H NMR), Fourier transform infrared spectroscopy (FT-IR), X-ray diffraction (XRD), and field emission scanning electron microscopy (FE-SEM). The R6GBCD sensor showed a pH-dependent fluorescent properties and also selective responsivity to ammonia. The sensor demonstrated its capability to detect ammonia and generate yellow fluorescence, enabling it to identify rotting meat. As a result, it shows great promise as a mean of verifying the safety of food.
肉类富含人体必需的蛋白质和各种脂类。然而,它们在各种加工过程中容易受到酶反应和细菌微生物的影响,从而导致食品变质。鉴于对食品进行适当监测的重要意义,本研究试图利用罗丹明 6 G 荧光团和β-环糊精通过希夫碱反应结合在一起,创建一种氨敏感传感器,用于检测肉类分解情况。利用质子核磁共振(1H NMR)、傅立叶变换红外光谱(FT-IR)、X 射线衍射(XRD)和场发射扫描电子显微镜(FE-SEM)对基于罗丹明 6 G 和 β-环糊精的传感器(R6GBCD)进行了表征。R6GBCD 传感器显示出与 pH 值相关的荧光特性以及对氨的选择性响应。该传感器具有检测氨气和产生黄色荧光的能力,从而能够识别腐烂的肉类。因此,它有望成为验证食品安全的一种手段。
{"title":"Rhodamine 6G-conjugated β-cyclodextrin as a novel fluorescence sensor for meat spoilage detection","authors":"Fatemeh Mohammadzadeh ,&nbsp;Marzieh Golshan ,&nbsp;Vahid Haddadi-Asl ,&nbsp;Mehdi Salami-Kalajahi","doi":"10.1016/j.sna.2024.115933","DOIUrl":"10.1016/j.sna.2024.115933","url":null,"abstract":"<div><div>Meats are abundant in proteins and a variety of lipids that are essential for the human body. Nevertheless, they are susceptible to enzymatic reactions and bacterial microorganisms during various processes, which can result in food deterioration. This study endeavors to create an ammonia-sensitive sensor for the detection of meat decomposition by rhodamine 6 G fluorophore and β-cyclodextrin which are joined together <em>via</em> a Schiff-base reaction, in recognition of the significance of appropriate food monitoring. The rhodamine 6 G and β-cyclodextrin-based sensor (R6GBCD) was characterized using proton nuclear magnetic resonance (<sup>1</sup>H NMR), Fourier transform infrared spectroscopy (FT-IR), X-ray diffraction (XRD), and field emission scanning electron microscopy (FE-SEM). The R6GBCD sensor showed a pH-dependent fluorescent properties and also selective responsivity to ammonia. The sensor demonstrated its capability to detect ammonia and generate yellow fluorescence, enabling it to identify rotting meat. As a result, it shows great promise as a mean of verifying the safety of food.</div></div>","PeriodicalId":21689,"journal":{"name":"Sensors and Actuators A-physical","volume":"379 ","pages":"Article 115933"},"PeriodicalIF":4.1,"publicationDate":"2024-09-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142421699","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Comparison of the gas sensing performance of two-dimensional materials doped with metal oxides (MoTe2, WTe2) for converter transformer discharge fault gases: A DFT study 掺杂金属氧化物(MoTe2、WTe2)的二维材料对变流器变压器放电故障气体的传感性能比较:DFT 研究
IF 4.1 3区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-09-27 DOI: 10.1016/j.sna.2024.115926
Haonan Xie, Minghan Li, Hao Wu, GuoZhi Lin, Yang He, Chenmeng Liu, Feifan Wu, Tianyan Jiang
Using two-dimensional nanomaterials to detect discharge fault gases caused by the removal and connection of converter transformer leads can correctly judge the operating status of the power system and effectively prevent the expansion of faults. In this study, density functional theory (DFT) was used to compare the detection effects of MoTe2 and WTe2 modified by CuO, Ag2O and TiO2 on four fault gases (CO, C2H2, C2H4, C2H6). Compared with the pristine substrate, the band gap value of the substrate modified by metal oxides decreased and the structure became more compact. The adsorption effect of the fault gas on the two substrates after doping was analyzed by combining adsorption distance, adsorption energy, DCD and DOS. CO and C2H4 have the best adsorption characteristics on CuO-WTe2, C2H2 performs best on CuO-MoTe2, and the adsorption performance of C2H6 is not ideal in all systems. The conductivity of the substrate adsorbed gas was further analyzed using band structure, molecular orbital theory and work function, and the feasibility of the six modified materials was compared and discussed from the perspective of sensitivity and recovery time, and corresponding conclusions were drawn. This paper provides theoretical guidance for exploring the application prospects of MoTe2 and WTe2 substrates in converter transformer fault diagnosis and prevention.
利用二维纳米材料检测换流变压器引线拆接时产生的放电故障气体,可以正确判断电力系统的运行状态,有效防止故障扩大。本研究采用密度泛函理论(DFT)比较了经 CuO、Ag2O 和 TiO2 修饰的 MoTe2 和 WTe2 对四种故障气体(CO、C2H2、C2H4、C2H6)的检测效果。与原始基底相比,金属氧化物修饰基底的带隙值降低了,结构变得更加紧凑。结合吸附距离、吸附能、DCD 和 DOS 分析了掺杂后故障气体在两种基底上的吸附效果。CO和C2H4在CuO-WTe2上的吸附特性最好,C2H2在CuO-MoTe2上的吸附性能最好,而C2H6在所有体系中的吸附性能都不理想。利用能带结构、分子轨道理论和功函数进一步分析了基底吸附气体的电导率,并从灵敏度和回收时间的角度比较和讨论了六种改性材料的可行性,得出了相应的结论。本文为探索 MoTe2 和 WTe2 衬底在换流变压器故障诊断和预防中的应用前景提供了理论指导。
{"title":"Comparison of the gas sensing performance of two-dimensional materials doped with metal oxides (MoTe2, WTe2) for converter transformer discharge fault gases: A DFT study","authors":"Haonan Xie,&nbsp;Minghan Li,&nbsp;Hao Wu,&nbsp;GuoZhi Lin,&nbsp;Yang He,&nbsp;Chenmeng Liu,&nbsp;Feifan Wu,&nbsp;Tianyan Jiang","doi":"10.1016/j.sna.2024.115926","DOIUrl":"10.1016/j.sna.2024.115926","url":null,"abstract":"<div><div>Using two-dimensional nanomaterials to detect discharge fault gases caused by the removal and connection of converter transformer leads can correctly judge the operating status of the power system and effectively prevent the expansion of faults. In this study, density functional theory (DFT) was used to compare the detection effects of MoTe<sub>2</sub> and WTe<sub>2</sub> modified by CuO, Ag<sub>2</sub>O and TiO<sub>2</sub> on four fault gases (CO, C<sub>2</sub>H<sub>2</sub>, C<sub>2</sub>H<sub>4</sub>, C<sub>2</sub>H<sub>6</sub>). Compared with the pristine substrate, the band gap value of the substrate modified by metal oxides decreased and the structure became more compact. The adsorption effect of the fault gas on the two substrates after doping was analyzed by combining adsorption distance, adsorption energy, DCD and DOS. CO and C<sub>2</sub>H<sub>4</sub> have the best adsorption characteristics on CuO-WTe<sub>2</sub>, C<sub>2</sub>H<sub>2</sub> performs best on CuO-MoTe<sub>2</sub>, and the adsorption performance of C<sub>2</sub>H<sub>6</sub> is not ideal in all systems. The conductivity of the substrate adsorbed gas was further analyzed using band structure, molecular orbital theory and work function, and the feasibility of the six modified materials was compared and discussed from the perspective of sensitivity and recovery time, and corresponding conclusions were drawn. This paper provides theoretical guidance for exploring the application prospects of MoTe<sub>2</sub> and WTe<sub>2</sub> substrates in converter transformer fault diagnosis and prevention.</div></div>","PeriodicalId":21689,"journal":{"name":"Sensors and Actuators A-physical","volume":"379 ","pages":"Article 115926"},"PeriodicalIF":4.1,"publicationDate":"2024-09-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142421628","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Multilayered heterojunction-based zinc oxide nanoneedles/polyaniline/titania nanoparticles as a self-powered ultraviolet light photodetector 基于多层异质结的氧化锌纳米针/聚苯胺/钛纳米粒子作为自供电紫外光光电探测器
IF 4.1 3区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-09-27 DOI: 10.1016/j.sna.2024.115931
Shahruz Nasirian, Fatemeh Sarouzeh Rostami, Fatemeh Zahra Moradtabar Azizi
Nowadays, self-powered ultraviolet photodetectors (SPDs) with improved photoresponse features have attracted considerable attention due to their great pivotal applications in military and civilian fields. In the present work, for the first time, we investigate and report the construction and photoresponse features of a SPD based on multilayered heterojunction-based zinc oxide nanoneedles/polyaniline/titania nanoparticles (ZET). The structure, morphology, and optical properties of the ZET and its components were comprehensively investigated. A significant dependence was observed between the changes in I-V characteristics of the ZET-based SPD (SPZ) and the temperature change, resulting in a short reverse saturation current, proper ideality factor, and low dark current. I-V characteristics of the SPZ revealed nonlinear asymmetric rectifying behavior with the improved current under the influence and increase of power densities (PDiss) of ultraviolet (UV) light irradiation. Moreover, the self-powered feature of the SPZ was confirmed by the generation of short-circuit current and notable contrast ratio under UV light illumination at zero bias voltage. The device displayed remarkable photoresponsivity of 4.46 A/W, high significant normalized detectivity of 63.1×1012 Jones, good fill factor of 50.64 %, and excellent external quantum efficiency of 1514 % at the PDis of 0.77 mW/cm2. In addition, the SPZ exposed a short rise time of 540 ms, a high maximum photocurrent of 99.9 µA, and a significant gain dynamic range of 499.5 at PDis of 19.11 mW/cm2. Finally, the imaginable mechanism of the current generation in our hand-made device was discussed in detail by exerting a standard thermionic emission-diffusion model and energy band diagram.
如今,具有更好光响应特性的自供电紫外线光电探测器(SPD)在军事和民用领域的应用举足轻重,因而备受关注。在本研究中,我们首次研究并报告了基于多层异质结氧化锌纳米针/聚苯胺/钛纳米颗粒(ZET)的 SPD 的构造和光响应特性。研究人员全面考察了 ZET 及其组分的结构、形态和光学特性。观察到基于 ZET 的 SPD(SPZ)的 I-V 特性变化与温度变化之间存在明显的依赖关系,从而产生了较短的反向饱和电流、适当的理想因子和较低的暗电流。SPZ 的 I-V 特性显示出非线性不对称整流行为,在紫外线(UV)照射的影响和功率密度(PDiss)增加的情况下,电流得到改善。此外,在零偏置电压的紫外光照射下,SPZ 还能产生短路电流和显著的对比度,从而证实了它的自供电特性。在 0.77 mW/cm2 的 PDis 下,该器件显示出 4.46 A/W 的出色光致发光率、63.1×1012 Jones 的高显著归一化检测率、50.64 % 的良好填充因子和 1514 % 的出色外部量子效率。此外,SPZ 的上升时间短至 540 ms,最大光电流高达 99.9 µA,在 19.11 mW/cm2 的 PDis 下,增益动态范围高达 499.5。最后,通过标准热释电发射-扩散模型和能带图,详细讨论了我们的手工器件中电流产生的可能机制。
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引用次数: 0
Electronic nose combines an effective deep learning method to identify the rice quality under different storage conditions and storage periods 电子鼻结合有效的深度学习方法,可识别不同储藏条件和储藏期下的大米品质
IF 4.1 3区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-09-27 DOI: 10.1016/j.sna.2024.115930
Xiaoyan Tang, Na Wang
Temperature is a key factor affecting the rice quality during storage, and an effective method to detect the rice quality during storage period is crucial. Gas information is an intuitive reflection of changes in rice quality. In this work, a deep learning algorithm, combined with an electronic nose (e-nose), provides a rapid detection method for rice quality. First, using a PEN3 e-nose system, gas information from rice stored under two different temperatures and periods is collected. Second, a Multi-branch Self-attention Module (MSAM) is proposed to focus on important gas features, enhancing the e-nose's classification performance. Third, MSAM-Net is established to identify the rice gas information under various storage conditions and periods. Ablation analysis and comparisons with state-of-the-art gas classification methods show that MSAM-Net delivers superior performance. At a temperature of 25 ℃ and a relative humidity of 35RH %, MSAM-Net achieves an accuracy of 96.25 % and an F1-score of 96.84 %. At a temperature of 40 ℃ and a relative humidity of 35 RH%, MSAM-Net achieves an accuracy of 97.42 % and an F1-score of 97.64 %. In summary, the combination of artificial intelligence and gas sensing provides an effective technical approach for rice quality detection.
温度是影响储藏期间大米质量的关键因素,因此找到一种有效的方法来检测储藏期间的大米质量至关重要。气体信息是大米品质变化的直观反映。在这项工作中,深度学习算法与电子鼻(e-nose)相结合,提供了一种快速检测大米品质的方法。首先,利用 PEN3 电子鼻系统,收集在两种不同温度和时间条件下储存的大米的气体信息。其次,提出了一个多分支自关注模块(MSAM)来关注重要的气体特征,从而提高电子鼻的分类性能。第三,建立 MSAM 网络,以识别各种储存条件和储存期下的大米气体信息。烧蚀分析以及与最先进的气体分类方法的比较表明,MSAM-Net 具有卓越的性能。在温度为 25 ℃、相对湿度为 35RH % 的条件下,MSAM-Net 的准确率达到 96.25 %,F1 分数达到 96.84 %。在温度为 40 ℃、相对湿度为 35RH% 的条件下,MSAM-Net 的准确率为 97.42%,F1 分数为 97.64%。总之,人工智能与气体感应的结合为稻米质量检测提供了一种有效的技术方法。
{"title":"Electronic nose combines an effective deep learning method to identify the rice quality under different storage conditions and storage periods","authors":"Xiaoyan Tang,&nbsp;Na Wang","doi":"10.1016/j.sna.2024.115930","DOIUrl":"10.1016/j.sna.2024.115930","url":null,"abstract":"<div><div>Temperature is a key factor affecting the rice quality during storage, and an effective method to detect the rice quality during storage period is crucial. Gas information is an intuitive reflection of changes in rice quality. In this work, a deep learning algorithm, combined with an electronic nose (e-nose), provides a rapid detection method for rice quality. First, using a PEN3 e-nose system, gas information from rice stored under two different temperatures and periods is collected. Second, a Multi-branch Self-attention Module (MSAM) is proposed to focus on important gas features, enhancing the e-nose's classification performance. Third, MSAM-Net is established to identify the rice gas information under various storage conditions and periods. Ablation analysis and comparisons with state-of-the-art gas classification methods show that MSAM-Net delivers superior performance. At a temperature of 25 ℃ and a relative humidity of 35RH %, MSAM-Net achieves an accuracy of 96.25 % and an F<sub>1</sub>-score of 96.84 %. At a temperature of 40 ℃ and a relative humidity of 35 RH%, MSAM-Net achieves an accuracy of 97.42 % and an F<sub>1</sub>-score of 97.64 %. In summary, the combination of artificial intelligence and gas sensing provides an effective technical approach for rice quality detection.</div></div>","PeriodicalId":21689,"journal":{"name":"Sensors and Actuators A-physical","volume":"379 ","pages":"Article 115930"},"PeriodicalIF":4.1,"publicationDate":"2024-09-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142359109","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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Sensors and Actuators A-physical
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