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MAPbI3 Deposition by LV-PSE on TiO2 for Photovoltaic Application 用LV-PSE在TiO2上沉积MAPbI3用于光伏应用
Pub Date : 2021-09-24 DOI: 10.3389/felec.2021.726171
E. Smecca, A. Jena, I. Deretzis, S. Valastro, S. Sanzaro, G. Mannino, C. Bongiorno, A. La Magna, T. Miyasaka, A. Alberti
Hybrid perovskites are one of the most popular materials nowadays due to their very exclusive properties. To mitigate costs, complexity, and environmental impact, in this work, we have prepared methylammonium lead iodide (MAPbI3) films by a two-step Low-Vacuum Proximity-Space-Effusion (LV-PSE). The LV-PSE method exploits the low vacuum and the short diffusion path from the precursor source to have high thermal energy and partial pressure of the sublimated species close to the substrate. To this aim, the substrate is located at a medium distance (∼2 cm) from the melting pots in a low-vacuum chamber at ∼4 × 10−2 mbar. In the first step, a PbI2 film is deposited on a substrate; in the second step, the conversion into MAPbI3 occurs via an adsorption-incorporation-migration mechanism through the evaporation of methylammonium iodide (MAI) reagents. To exploit the potential of the conversion reaction, 190 nm MAPbI3 layers are deposited on TiO2 substrates. The layers were characterized in terms of crystal structure by X-ray diffraction (XRD) analyses, which showed the exclusive presence of MAPbI3 confirming the complete conversion of the PbI2 film. Scanning Electron Microscopy (SEM) analyses revealed a flat uniform pinhole-free coverage of the substrates and good conformational coverage of the TiO2 underlayer. Transmission Electron Microscopy (TEM) analyses addressed the formation of the tetragonal phase and the absence of the amorphous phase in the film. Spectroscopic ellipsometry (SE) analyses were used to explore the optical properties and the stability of the MAPbI3 layer at different temperatures and ambient conditions. As proof of concept, solar cell architectures were prepared using TiO2 as Electron Transporting Layer (ETL), Spiro-OMeTAD as Hole Transporting Layer (HTL), and Au as a contact to exploit the new up-scalable and clean deposition method. Using just ∼190 nm thick layers, the best efficiency reached with this architecture was 6.30%.
杂化钙钛矿是当今最受欢迎的材料之一,因为它们具有非常独特的性能。为了降低成本、复杂性和对环境的影响,在这项工作中,我们通过两步低真空邻近空间积液(LV-PSE)制备了甲基碘化铅(MAPbI3)薄膜。LV-PSE方法利用前驱体源的低真空和短扩散路径,使靠近衬底的升华物质具有高的热能和分压。为此,在低真空室中,衬底与熔体保持中等距离(~ 2 cm),温度为~ 4 × 10−2毫巴。在第一步中,将PbI2薄膜沉积在衬底上;第二步,通过甲基碘化铵(MAI)试剂的蒸发,通过吸附-结合-迁移机制转化为MAPbI3。为了开发转化反应的潜力,在TiO2衬底上沉积了190 nm的MAPbI3层。通过x射线衍射(XRD)分析表征了这些层的晶体结构,结果表明MAPbI3的存在证实了PbI2薄膜的完全转化。扫描电子显微镜(SEM)分析显示,衬底具有平坦均匀的无针孔覆盖层和TiO2衬底具有良好的构象覆盖层。透射电子显微镜(TEM)分析了薄膜中四方相的形成和非晶相的缺失。利用椭圆偏振光谱(SE)分析了MAPbI3层在不同温度和环境条件下的光学性质和稳定性。作为概念验证,利用TiO2作为电子传输层(ETL), Spiro-OMeTAD作为空穴传输层(HTL), Au作为触点制备了太阳能电池结构,以开发新的可扩展且清洁的沉积方法。仅使用~ 190 nm厚的层,该架构的最佳效率为6.30%。
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引用次数: 1
Electrical Modelling of In-Vivo Impedance Spectroscopy of Nicotiana tabacum Plants 烟草植物体内阻抗谱的电建模
Pub Date : 2021-09-21 DOI: 10.3389/felec.2021.753145
Lee Bar-on, U. Garlando, M. Sophocleous, Aakash Jog, Paolo Motto Ros, Nir Sade, A. Avni, Y. Shacham-Diamand, D. Demarchi
Electrical impedance spectroscopy has been suggested as a sensing method for plants. Here, a theoretical approach for electrical conduction via the plant stem is presented and validated, linking its living electrical characteristics to its internal structure. An electrical model for the alternating current conduction and the associated impedance in a live plant stem is presented. The model accounts for biological and geometrical attributes. It uses the electrically prevalent coupled transmission line model approach for a simplified description of the complicated vessel structure. It considers the electrode coupling to the plant stem (either Galvanic or Faradic), and accounts for the different interactions of the setup. Then the model is simplified using the lumped element approach. The model is then validated using a four-point probe impedance spectroscopy method, where the probes are galvanically coupled to the stem of Nicotiana tabacum plants. The electrical impedance data was collected continuously and the results exhibit an excellent fitting to the theoretical model, with a fitting error of less than 1.5% for data collected on various days and plants. A parametric evaluation of the fitting corresponds to the proposed physically based model, therefore providing a baseline for future plant sensor design.
电阻抗谱已被认为是植物的一种传感方法。本文提出并验证了一种通过植物茎传导的理论方法,将其带电特性与其内部结构联系起来。提出了植物茎中交流电传导和相关阻抗的电学模型。该模型考虑了生物和几何属性。它采用电流行耦合传输线模型的方法来简化描述复杂的容器结构。它考虑了电极与植物茎的耦合(无论是Galvanic还是Faradic),并考虑了设置的不同相互作用。然后采用集总元法对模型进行简化。然后使用四点探针阻抗谱方法验证该模型,其中探针与烟草植物的茎电偶联。连续采集电阻抗数据,结果与理论模型拟合良好,对不同天数、不同植株的数据拟合误差小于1.5%。拟合的参数评估与提出的基于物理的模型相对应,因此为未来的植物传感器设计提供了基线。
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引用次数: 5
Hybrid Power Electronic Transformer Model for System-Level Benefits Quantification in Energy Distribution Systems 配电系统中系统级效益量化的混合电力电子变压器模型
Pub Date : 2021-09-14 DOI: 10.3389/felec.2021.716448
Federico Prystupczuk, Valentín Rigoni, A. Nouri, Ramy E. Ali, A. Keane, T. O’Donnell
The Hybrid Power Electronic Transformer (HPET) has been proposed as an efficient and economical solution to some of the problems caused by Distributed Energy Resources and new types of loads in existing AC distribution systems. Despite this, the HPET has some limitations on the control it can exert due to its fractionally-rated Power Electronic Converter. Various HPET topologies with different capabilities have been proposed, being necessary to investigate the system benefits that they might provide in possible future scenarios. Adequate HPET models are needed in order to conduct such system-level studies, which are still not covered in the current literature. Consequently, this article presents a methodology to develop power flow models of HPET that facilitate the quantification of controllability requirements for voltage, active power and reactive power. A particular HPET topology composed of a three-phase three-winding Low-Frequency Transformer coupled with a Back-to-Back converter is modeled as an example. The losses in the Back-to-Back converter are represented through efficiency curves that are assigned individually to the two modules. The model performance is illustrated through various power flow simulations that independently quantify voltage regulation and reactive power compensation capabilities for different power ratings of the Power Electronic Converter. In addition, a set of daily simulations were conducted with the HPET supplying a real distribution network modeled in OpenDSS. The results show the HPET losses to be around 1.3 times higher than the conventional transformer losses over the course of the day. The proposed methodology offers enough flexibility to investigate different HPET features, such as power ratings of the Power Electronic Converter, losses, and various strategies for the controlled variables. The contribution of this work is to provide a useful tool that can not only assess and quantify some of the system-level benefits that the HPET can provide, but also allow a network-tailored design of HPETs. The presented model along with the simulation platform were made publicly available.
混合电力电子变压器(HPET)是一种高效、经济的解决现有交流配电系统中分布式能源和新型负荷所带来的一些问题的方法。尽管如此,由于其分数额定的电力电子转换器,HPET在控制上有一些限制。已经提出了具有不同功能的各种HPET拓扑,这对于研究它们在可能的未来场景中可能提供的系统优势是必要的。为了进行这种系统级的研究,需要足够的HPET模型,而目前的文献中还没有涉及到这一点。因此,本文提出了一种方法来开发HPET的潮流模型,以方便对电压、有功功率和无功功率的可控性要求进行量化。以一种由三相三绕组低频变压器和背靠背变换器组成的特殊HPET拓扑结构为例进行了建模。背靠背变换器的损耗通过分别分配给两个模块的效率曲线来表示。模型的性能通过各种潮流仿真来说明,这些潮流仿真独立地量化了电力电子变换器不同额定功率的电压调节和无功补偿能力。此外,利用OpenDSS模型对HPET供电的实际配电网进行了日常仿真。结果表明,在一天的过程中,HPET的损耗大约是传统变压器损耗的1.3倍。所提出的方法提供了足够的灵活性来研究不同的HPET特征,如电力电子转换器的额定功率、损耗和控制变量的各种策略。这项工作的贡献是提供了一个有用的工具,不仅可以评估和量化HPET可以提供的一些系统级好处,而且还允许HPET的网络定制设计。所提出的模型和仿真平台均已公开。
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引用次数: 3
Review and Harmonization of the Life-Cycle Global Warming Impact of PV-Powered Hydrogen Production by Electrolysis 光伏电解制氢的生命周期全球变暖影响的回顾与协调
Pub Date : 2021-09-09 DOI: 10.3389/felec.2021.711103
Olga Kanz, K. Bittkau, K. Ding, U. Rau, A. Reinders
This work presents a review of life-cycle assessment (LCA) studies of hydrogen electrolysis using power from photovoltaic (PV) systems. The paper discusses the assumptions, strengths and weaknesses of 13 LCA studies and identifies the causes of the environmental impact. Differences in assumptions of system boundaries, system sizes, evaluation methods, and functional units make it challenging to directly compare the Global Warming Potential (GWP) resulting from different studies. To simplify this process, 13 selected LCA studies on PV-powered hydrogen production have been harmonized following a consistent framework described by this paper. The harmonized GWP values vary from 0.7 to 6.6 kg CO2-eq/kg H2 which can be considered a wide range. The maximum absolute difference between the original and harmonized GWP results of a study is 1.5 kg CO2-eq/kg H2. Yet even the highest GWP of this study is over four times lower than the GWP of grid-powered electrolysis in Germany. Due to the lack of transparency of most LCAs included in this review, full identification of the sources of discrepancies (methods applied, assumed production conditions) is not possible. Overall it can be concluded that the environmental impact of the electrolytic hydrogen production process is mainly caused by the GWP of the electricity supply. For future environmental impact studies on hydrogen production systems, it is highly recommended to 1) divide the whole system into well-defined subsystems using compression as the final stage of the LCA and 2) to provide energy inputs/GWP results for the different subsystems.
本文综述了利用光伏发电系统进行氢电解的生命周期评估(LCA)研究。本文讨论了13项LCA研究的假设、优势和不足,并确定了环境影响的原因。由于对系统边界、系统规模、评估方法和功能单元的假设存在差异,直接比较不同研究得出的全球变暖潜势(GWP)具有挑战性。为了简化这一过程,根据本文描述的一致框架,对13项选定的LCA研究进行了协调。统一的GWP值在0.7 ~ 6.6 kg co2当量/kg H2之间变化,可以认为是一个很宽的范围。一项研究的原始和协调GWP结果之间的最大绝对差为1.5 kg CO2-eq/kg H2。然而,即使是这项研究中最高的全球变暖潜能值也比德国电网电解的全球变暖潜能值低四倍多。由于本次评审中包含的大多数lca缺乏透明度,因此不可能完全确定差异的来源(应用的方法,假设的生产条件)。综上所述,电解制氢过程的环境影响主要由供电的GWP引起。对于未来对制氢系统的环境影响研究,强烈建议:1)将整个系统划分为定义良好的子系统,使用压缩作为LCA的最后阶段;2)为不同子系统提供能量输入/GWP结果。
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引用次数: 12
Computational Design of an Integrated CMOS Readout Circuit for Sensing With Organic Field-Effect Transistors 有机场效应晶体管传感集成CMOS读出电路的计算设计
Pub Date : 2021-09-03 DOI: 10.3389/felec.2021.725008
H. Taheri, Michael U. Ocheje, P. B. J. St. Onge, S. Rondeau‐Gagné, M. Mirhassani
Organic field-effect transistors (OFETs) are at the forefront of next generation electronics. This class of devices is particularly promising due to the possibility of fabrication on mechanically compliant and conformable substrates, and potential manufacturing at large scale through solution deposition techniques. However, their integration in circuits, especially using stretchable materials, is still challenging. In this work, the design and implementation of a novel structure for an integrated CMOS readout circuitry is presented and its fundamentals of operation are provided. Critical for sensing applications, the readout circuitry described is highly linear. Moreover, as several sources of mismatch and error are present in CMOS and OFET devices, a calibration technique is used to cancel out all the mismatches, thus delivering a reliable output. The readout circuit is verified in TSMC 0.18 μm CMOS technology. The maximum total power consumption in the proposed readout circuit is less than 571 μW, while fully loaded calibration circuit consumes a power less than 153 μW, making it suitable for sensors applications. Based on previously reported high mobility and stretchable semiconducting polymers, this new design and readout circuitry is an important step toward a broader utilization of OFETs and the design of stretchable sensors.
有机场效应晶体管(ofet)处于下一代电子技术的前沿。这类器件特别有前途,因为它可以在机械上兼容和合格的衬底上制造,并且有可能通过溶液沉积技术大规模制造。然而,它们在电路中的集成,特别是使用可拉伸材料,仍然具有挑战性。在这项工作中,提出了一种集成CMOS读出电路的新结构的设计和实现,并提供了其操作基础。对于传感应用至关重要,所描述的读出电路是高度线性的。此外,由于CMOS和OFET器件中存在几种不匹配和误差源,因此使用校准技术来消除所有不匹配,从而提供可靠的输出。读出电路采用台积电0.18 μm CMOS工艺进行验证。所提出的读出电路的最大总功耗小于571 μW,而满载校准电路的最大功耗小于153 μW,适合传感器应用。基于先前报道的高迁移率和可拉伸的半导体聚合物,这种新的设计和读出电路是朝着更广泛地利用ofet和设计可拉伸传感器迈出的重要一步。
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引用次数: 1
Stability of Perovskite Solar Cells: Degradation Mechanisms and Remedies 钙钛矿太阳能电池的稳定性:降解机制和补救措施
Pub Date : 2021-08-20 DOI: 10.3389/felec.2021.712785
Sayantan Mazumdar, Ying Zhao, Xiaodang Zhang
Inorganic–organic metal halide perovskite light harvester-based perovskite solar cells (PSCs) have come to the limelight of solar cell research due to their rapid growth in efficiency. At present, stability and reliability are challenging aspects concerning the Si-based or thin film-based commercial devices. Commercialization of perovskite solar cells remains elusive due to the lack of stability of these devices under real operational conditions, especially for longer duration use. A large number of researchers have been engaged in an ardent effort to improve the stability of perovskite solar cells. Understanding the degradation mechanisms has been the primary importance before exploring the remedies for degradation. In this review, a methodical understanding of various degradation mechanisms of perovskites and perovskite solar cells is presented followed by a discussion on different steps taken to overcome the stability issues. Recent insights on degradation mechanisms are discussed. Various approaches of stability enhancement are reviewed with an emphasis on reports that complied with the operational standard for practical application in a commercial solar module. The operational stability standard enacted by the International Electrotechnical Commission is especially discussed with reports that met the requirements or showed excellent results, which is the most important criterion to evaluate a device’s actual prospect to be utilized for practical applications in commercial solar modules. An overall understanding of degradation pathways in perovskites and perovskite solar cells and steps taken to overcome those with references including state-of-the-art devices with promising operational stability can be gained from this review.
无机-有机金属卤化物钙钛矿光收集器基钙钛矿太阳能电池(PSCs)由于其效率的快速增长而成为太阳能电池研究的焦点。目前,稳定性和可靠性是硅基或薄膜基商用器件面临的挑战。钙钛矿太阳能电池的商业化仍然难以捉摸,因为这些设备在实际操作条件下缺乏稳定性,特别是在长时间使用时。大量的研究人员一直致力于提高钙钛矿太阳能电池的稳定性。在探索降解的补救措施之前,了解降解机制是最重要的。在这篇综述中,系统地了解了钙钛矿和钙钛矿太阳能电池的各种降解机制,然后讨论了克服稳定性问题所采取的不同步骤。讨论了有关降解机制的最新见解。对提高稳定性的各种方法进行了审查,重点介绍了符合商业太阳能组件实际应用操作标准的报告。特别讨论了国际电工委员会制定的运行稳定性标准,并报告了满足要求或表现优异的结果,这是评估器件在商业太阳能组件中实际应用前景的最重要标准。本文综述了钙钛矿和钙钛矿太阳能电池的降解途径,以及克服这些途径所采取的措施,其中包括具有良好运行稳定性的最新设备。
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引用次数: 56
Countering the Deleterious Effects of Electromagnetic Pulse 对抗电磁脉冲的有害影响
Pub Date : 2021-08-13 DOI: 10.3389/felec.2021.727994
Timothy Sands
Robot systems like automated shipping swinging robots, wire transducer sensors and even computer indigenous time sensors (amongst others) often use oscillating circuits such as the famous van der Pol system, while this manuscript investigates protection of such sensor circuitry to spurious voltage spikes accompanying an electromagnetic pulse. These spurious voltages can lead to uncontrolled robot motion and even debilitation. A very brief discussion of electromagnetic pulses yields design parameters to evaluate circuit responses to realistic disturbing pulses. Recent research in nonlinear-adaptive methods to protect circuits are described to highlight the proposed novelty: utilization of feedback rules as adaptive mechanisms to modify the otherwise nonlinear feedforwards systems improving the results in recent literature. Feedback is iterated to select adaption parameters that simultaneously produce favorable circuit performance in addition to effective parameter identification inherent in the adaption (to provide meaningful parameter estimates to unspecified future applications). Spurious voltages were rapidly rejected with a mere 0.3% trajectory deviation, stabilizing quickly with a final (steady state) deviation of 0.01%. The demonstrated abilities to reject the deleterious spurious effects are compared to nominal figures of merit for timing accuracy of various computer systems to conclude the proposed methods are effective for some applications, but insufficient for others.
机器人系统,如自动运输摆动机器人、线传感器,甚至计算机本地时间传感器(以及其他),经常使用振荡电路,如著名的范德波尔系统,而本文研究了这种传感器电路对电磁脉冲伴随的杂散电压尖峰的保护。这些杂散电压会导致机器人运动失控,甚至衰弱。对电磁脉冲的非常简短的讨论产生了用于评估电路对现实干扰脉冲的响应的设计参数。描述了最近对保护电路的非线性自适应方法的研究,以强调所提出的新颖性:利用反馈规则作为自适应机制来修改其他非线性前馈系统,改进了最近文献中的结果。迭代反馈以选择自适应参数,该自适应参数除了自适应中固有的有效参数识别之外,还同时产生有利的电路性能(为未指定的未来应用提供有意义的参数估计)。杂散电压仅以0.3%的轨迹偏差被快速抑制,以0.01%的最终(稳态)偏差快速稳定。将所证明的抑制有害杂散效应的能力与各种计算机系统的定时精度的标称优值进行比较,得出结论,所提出的方法在某些应用中是有效的,但对其他人来说是不够的。
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引用次数: 0
Implementation of a Fault-Tolerant AC/DC Converter for Permanent Magnet Synchronous Motor Drive Systems 一种用于永磁同步电机驱动系统的容错AC/DC转换器的实现
Pub Date : 2021-07-01 DOI: 10.3389/felec.2021.670077
Tian‐Hua Liu, Yu-Wei Wang
Fault tolerant drive systems have played an increasing role for electric vehicles in order to improve reliability, availability, and to reduce maintenance. For safety reason, a fault-tolerant drive system, which includes some redundant devices and a traditional motor drive system, has been developed. This fault-tolerant system executes real-time fault detection, diagnosis, isolation, and control to make the fault-tolerant drive system operate normally even though some faults have happened. In this paper, an AC/DC converter faults, which includes a single-phase full-bridge rectifier diode fault, a three-phase full-bridge rectifier diode fault, and a DC-link capacitor fault are investigated. The fault-tolerant processes include fault detection, diagnosis, isolation, and control to improve the reliability of the drive system and reduce the disturbances during faulty interval. A digital signal processor, manufactured by Texas Instruments, type TMS320F2808, is used as a control center to achieve the fault tolerant processes. Experimental results validate theoretical analysis to demonstrate the correctness and feasibility of the proposed methods. The proposed method can be easily implemented in industrial products due to its simplicity.
容错驱动系统在电动汽车中发挥着越来越大的作用,以提高可靠性、可用性并减少维护。出于安全考虑,开发了一种容错驱动系统,该系统包括一些冗余设备和传统的电机驱动系统。该容错系统执行实时故障检测、诊断、隔离和控制,使容错驱动系统在发生某些故障时也能正常运行。本文研究了交流/直流变换器的故障,包括单相全桥整流二极管故障、三相全桥整流器二极管故障和直流环节电容器故障。容错过程包括故障检测、诊断、隔离和控制,以提高驱动系统的可靠性并减少故障间隔期间的干扰。采用德州仪器公司生产的数字信号处理器TMS320F2808作为控制中心,实现了容错过程。实验结果验证了理论分析的正确性和可行性。所提出的方法由于其简单性,可以很容易地在工业产品中实现。
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引用次数: 0
Morphological and Optical Tuning of Lead-Free Cs 2 SnX 6 (X = I, Br) Perovskite Nanocrystals by Ligand Engineering 基于配体工程的无铅c2snx6 (X = I, Br)钙钛矿纳米晶体的形貌和光学调谐
Pub Date : 2021-06-21 DOI: 10.3389/felec.2021.703182
A. Veronese, Carlo Ciarrocchi, M. Marelli, P. Quadrelli, M. Patrini, L. Malavasi
In order to overcome the toxicity of lead halide perovskites, in recent years the research has focused on replacing lead with more environmentally friendly metals like tin, germanium, bismuth or antimony. However, lead-free perovskites still present instability issues and low performances that do not make them competitive when compared to their lead-based counterparts. Here we report the synthesis of lead-free Cs2SnX6 (X = Br, I) nanostructures of different shapes by using various surface ligands. These compounds are a promising alternative to lead halide perovskites in which the replacement of divalent lead (Pb(II)) with tetravalent tin (Sn(IV)) causes a modification of the standard perovskite structure. We investigate the effects of different amines on the morphology and size of Cs2SnX6 (X = Br, I) nanocrystals, presenting a facile hot-infection method to directly synthesize three-dimensional (3D) nanoparticles as well as two-dimensional (2D) nanoplatelets. The amines not only modify the shape of the crystals, but also affect their optical properties: increasing the length of the amine carbon chain we observe a widening in the bandgap of the compounds and a blue-shift of their emission peak. Alongside the tuning of the chemical composition and the reduction of the crystal size, our study offers a new insight in controlling the physical properties of perovskite nanocrystals by means of the capping ligands, paving the way for future research on lead-free materials.
为了克服卤化铅钙钛矿的毒性,近年来的研究重点是用锡、锗、铋或锑等更环保的金属代替铅。然而,无铅钙钛矿仍然存在不稳定性问题和低性能,与铅基钙钛矿相比,这并不能使其具有竞争力。本文报道了利用各种表面配体合成不同形状的无铅Cs2SnX6(X=Br,I)纳米结构。这些化合物是卤化铅钙钛矿的有前途的替代品,其中用四价锡(Sn(IV))取代二价铅(Pb(II))会导致标准钙钛矿结构的改变。我们研究了不同胺对Cs2SnX6(X=Br,I)纳米晶体形态和尺寸的影响,提出了一种简单的热感染方法来直接合成三维(3D)纳米颗粒和二维(2D)纳米片。胺不仅改变了晶体的形状,还影响了它们的光学性质:随着胺碳链长度的增加,我们观察到化合物的带隙变宽,其发射峰发生蓝移。除了调整化学成分和减小晶体尺寸外,我们的研究还为通过封端配体控制钙钛矿纳米晶体的物理性质提供了新的见解,为未来无铅材料的研究铺平了道路。
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引用次数: 3
Motion Artifact Removal Techniques for Wearable EEG and PPG Sensor Systems 可穿戴EEG和PPG传感器系统的运动伪影去除技术
Pub Date : 2021-05-13 DOI: 10.3389/felec.2021.685513
D. Seok, Sanghyun Lee, Minjae Kim, Jaeouk Cho, Chul Kim
Removal of motion artifacts is a critical challenge, especially in wearable electroencephalography (EEG) and photoplethysmography (PPG) devices that are exposed to daily movements. Recently, the significance of motion artifact removal techniques has increased since EEG-based brain–computer interfaces (BCI) and daily healthcare usage of wearable PPG devices were spotlighted. In this article, the development on EEG and PPG sensor systems is introduced. Then, understanding of motion artifact and its reduction methods implemented by hardware and/or software fashions are reviewed. Various electrode types, analog readout circuits, and signal processing techniques are studied for EEG motion artifact removal. In addition, recent in-ear EEG techniques with motion artifact reduction are also introduced. Furthermore, techniques compensating independent/dependent motion artifacts are presented for PPG.
去除运动伪影是一项关键挑战,尤其是在暴露于日常运动的可穿戴脑电图(EEG)和光体积描记术(PPG)设备中。最近,由于基于脑电的脑机接口(BCI)和可穿戴PPG设备的日常医疗使用受到关注,运动伪影去除技术的重要性有所增加。本文介绍了脑电和PPG传感器系统的发展。然后,回顾了对运动伪影的理解及其通过硬件和/或软件方式实现的减少方法。研究了各种电极类型、模拟读出电路和信号处理技术来去除脑电运动伪影。此外,还介绍了近年来减少运动伪影的耳内脑电图技术。此外,针对PPG提出了补偿独立/相关运动伪影的技术。
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引用次数: 42
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Frontiers in electronics
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