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Review on data-centric brain-inspired computing paradigms exploiting emerging memory devices 利用新兴存储设备的以数据为中心的脑启发计算范式综述
Pub Date : 2022-10-07 DOI: 10.3389/femat.2022.1020076
Wei Wang, Shahar Kvatinsky, Heidemarie Schmidt, Nan Du
Biologically-inspired neuromorphic computing paradigms are computational platforms that imitate synaptic and neuronal activities in the human brain to process big data flows in an efficient and cognitive manner. In the past decades, neuromorphic computing has been widely investigated in various application fields such as language translation, image recognition, modeling of phase, and speech recognition, especially in neural networks (NNs) by utilizing emerging nanotechnologies; due to their inherent miniaturization with low power cost, they can alleviate the technical barriers of neuromorphic computing by exploiting traditional silicon technology in practical applications. In this work, we review recent advances in the development of brain-inspired computing (BIC) systems with respect to the perspective of a system designer, from the device technology level and circuit level up to the architecture and system levels. In particular, we sort out the NN architecture determined by the data structures centered on big data flows in application scenarios. Finally, the interactions between the system level with the architecture level and circuit/device level are discussed. Consequently, this review can serve the future development and opportunities of the BIC system design.
受生物启发的神经形态计算范式是模拟人脑突触和神经元活动的计算平台,以高效和认知的方式处理大数据流。在过去的几十年里,神经形态计算在语言翻译、图像识别、相位建模和语音识别等各个应用领域得到了广泛的研究,特别是在利用新兴纳米技术的神经网络(NNs)中;由于其固有的小型化和低功耗的特性,可以在实际应用中利用传统的硅技术来缓解神经形态计算的技术障碍。在这项工作中,我们从系统设计者的角度,从设备技术水平和电路水平到架构和系统水平,回顾了脑启发计算(BIC)系统发展的最新进展。特别地,我们对应用场景中以大数据流为中心的数据结构所决定的神经网络架构进行了梳理。最后,讨论了系统级与体系结构级和电路/器件级之间的相互作用。因此,本文的回顾可以为未来BIC系统设计的发展和机遇服务。
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引用次数: 0
Study on sneak path effect in self-rectifying crossbar arrays based on emerging memristive devices 基于新型记忆器件的自整流交叉棒阵列的潜行路径效应研究
Pub Date : 2022-10-04 DOI: 10.3389/femat.2022.988785
Ziang Chen, Guofu Zhang, Hao Cai, C. Bengel, Feng Liu, Xianyue Zhao, Shahar Kvatinsky, Heidemarie Schmidt, R. Waser, S. Menzel, Nan Du
The high demand for performance and energy efficiency poses significant challenges for computing systems in recent years. The memristor-based crossbar array architecture is enthusiastically regarded as a potential competitor to traditional solutions due to its low power consumption and fast switching speed. Especially by leveraging self-rectifying memristive devices, passive crossbar arrays potentially enable high memory densities. Nonetheless, due to the lack of a switching control per cell, these passive, self-rectifying memristive crossbar arrays (srMCA) suffer from sneak path current issues that limit the range of accurate operation of the crossbar array. In this work, the sneak path current issues in the passive srMCAs based on self-rectifying bipolar and complementary switching memristive devices are comparatively analyzed. Under consideration of the worst-case scenario, three reading schemes are investigated: one wordline pull-up (OneWLPU), all wordline pull-up (AllWLPU), and floating (FL) reading schemes. As a conclusion, despite different switching dynamics, both types of self-rectifying memristive devices can efficiently suppress sneak path current in the srMCAs. In the FL reading scheme, the sneak path current flowing through the unselected reversely biased memristive cells in the srMCA can be considered as an accurate estimation for the practical sneak path current in the srMCA. By analyzing the sneak path current in the srMCAs with a size up to 64 × 64, it is demonstrated that the leakage current plays a crucial role for suppressing the sneak path current, and the sneak path current via an individual cell exhibits a continuous decrease while the accumulated total sneak path current in the unselected reverse biased region is increasing with expanding the crossbar size. The comparative study on the bipolar and complementary memristive devices based srMCAs under diverse reading schemes reveals the influence of the switching dynamics on the sneak path current effect in the srMCAs, and provides a beneficial reference and feasible solutions for the future optimization of the crossbar topology with the intention of mitigating sneak path effects.
近年来,对性能和能源效率的高要求对计算系统提出了重大挑战。基于忆阻器的交叉栅阵列架构由于其低功耗和快速的开关速度而被广泛认为是传统解决方案的潜在竞争对手。特别是通过利用自整流记忆器件,无源交叉栅阵列有可能实现高存储密度。然而,由于缺乏每个单元的开关控制,这些无源、自整流记忆交叉棒阵列(srMCA)存在潜行路径电流问题,限制了交叉棒阵列的精确操作范围。本文比较分析了基于自整流双极和互补开关记忆体器件的无源srmca的潜径电流问题。考虑到最坏的情况,研究了三种读取方案:一个词线上拉(OneWLPU)、所有词线上拉(AllWLPU)和浮动(FL)读取方案。综上所述,尽管开关动态不同,但两种类型的自整流记忆体器件都可以有效地抑制srmca中的潜行路径电流。在FL读取方案中,流过srMCA中未选择的反向偏置记忆单元的潜行路径电流可以被认为是srMCA中实际潜行路径电流的准确估计。通过对最大尺寸为64 × 64的srmca的潜行路径电流分析,表明泄漏电流对抑制潜行路径电流起着至关重要的作用,通过单个单元的潜行路径电流呈连续减小的趋势,而未选择的反向偏置区域的累积总潜行路径电流随着横条尺寸的增大而增大。通过对不同读取方案下基于双极和互补记忆体器件的srmca的比较研究,揭示了开关动力学对srmca中潜径电流效应的影响,为今后优化交叉棒拓扑以减轻潜径效应提供了有益的参考和可行的解决方案。
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引用次数: 1
Switchable magnetic, dielectric, conductivity, and phase transition properties of charge-transfer crystals 电荷转移晶体的可切换磁性、介电性、电导率和相变特性
Pub Date : 2022-09-21 DOI: 10.3389/femat.2022.977164
S. S. Yu, H. Zhao, W. Xu, H. Zhang, H. Duan
The properties can be switched between different states and can be used in sensors, displays, and memory devices. In this study, two multi-functional switchable materials [C5-Pmim][Ni(mnt)2] (1) and [C6-Hmim][Ni(mnt)2] (2) (where mnt2- = maleonitriledithiolate, C5-Pmim = 1-pentyl-3-methylimidazolium, and C6-Hmim = 1-hexyl-3-methylimidazolium) have been designed and synthesized, which has segregated cation and anion stacks in the crystal structure. 1 shows two-step switchable dielectric transition with a thermal hysteresis loop accompanying structure phase transition. Dielectric transition of 1 can be attributed to the reorientation of the polar cations and crystal to mesophase transition. Switchable conductivity properties of 1 and 2 were realized by the crystal to mesophase structure transition. The conductivity of the mesophase for 1 and 2 is higher than the corresponding crystal phase. Furthermore, magnetic phase transition with the non-common hysteresis loop for 2 is observed being triggered by the structure and dielectric transition. To the best of our knowledge, this study might be the rare multi-functional switchable examples with dielectric, conductivity, and magnetic transition.
这些属性可以在不同的状态之间切换,并可用于传感器、显示器和存储设备。本研究设计并合成了两种多功能可切换材料[C5-Pmim][Ni(mnt)2](1)和[C6-Hmim][Ni(mnt)2](2)(其中mtn2 - =马来硝基二硫酸盐,C5-Pmim = 1-戊基-3-甲基咪唑,C6-Hmim = 1-己基-3-甲基咪唑),它们在晶体结构上具有分离的正离子和阴离子堆叠。图1显示了两步可切换的介电转变和伴随结构相变的热滞回线。介电转变为1可归因于极性阳离子的重定向和晶体向中间相转变。通过晶体到中间相结构的转变,实现了1和2的可切换电导率特性。中间相1和中间相2的电导率高于相应的晶相。此外,还观察到由结构和介电跃迁触发的磁相变具有2的非常见磁滞回线。据我们所知,这项研究可能是罕见的具有介电、电导率和磁转变的多功能开关示例。
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引用次数: 0
Anisotropy of the T vs. H phase diagram and the HO/LMAFM phase boundary in URu2−x Fe x Si2 URu2−x Fe x Si2中T与H相图的各向异性和HO/LMAFM相边界
Pub Date : 2022-08-29 DOI: 10.3389/femat.2022.991754
N. Pouse, Y. Deng, S. Ran, D. Graf, Y. Lai, J. Singleton, F. Balakirev, R. Baumbach, M. Maple
The correlated f-electron compound URu2Si2 exhibits superconductivity (SC) with a critical temperature T c = 1.5 K that coexists with the “hidden order” (HO) phase that forms below a characteristic temperature T 0 = 17.5 K. The SC of URu2Si2 appears to be spin singlet chiral SC with d-wave order parameter symmetry, and the pairing of SCing electrons may involve spin excitations of the HO phase. Electrical resistance R measurements were performed on single crystal specimens of URu2−x Fe x Si2 with increasing x throughout the transition from the HO phase to the large moment antiferromagnetic LMAFM phase in high magnetic fields H oriented at various angles θ with respect to the tetragonal c-axis. Measurements of R(θ) at H = 20, 33, 40, and 45 T were conducted in the temperature range 0.33 ≤ T ≤ 20 K and showed θ-dependent behavior in the various phase transitions of URu2−x Fe x Si2 (HO, LMAFM, spin density wave, Fermi surface reconstruction, etc.). These phase transitions, as functions of T, H, and θ are plotted in a phase diagram of T vs. H//c = Hcosθ for multiple values of x and show that H//c, not θ is a tuning parameter of the URu2−x Fe x Si2 system throughout all Fe concentrations, as previously found by Scheereret al. for the URu2Si2 parent compound.
相关的f电子化合物URu2Si2表现出超导性(SC),临界温度T c = 1.5 K,与特征温度T 0 = 17.5 K以下形成的“隐序”相(HO)共存。URu2Si2的SC表现为具有d波序参量对称的自旋单重态手性SC, SCing电子的配对可能涉及到HO相的自旋激发。对URu2 - x Fe x Si2的单晶试样进行了电阻R测量,在高磁场中,从HO相到大矩反铁磁LMAFM相的转变过程中,电阻R随磁场的增大而增大。在0.33≤T≤20 K的温度范围内,对H = 20、33、40和45 T下的R(θ)进行了测量,并在URu2−x Fe x Si2的各种相变(HO、LMAFM、自旋密度波、费米表面重构等)中表现出θ依赖行为。这些相变,作为T, H和θ的函数,在x的多个值下绘制在T vs. H//c = hcost θ的相图中,并表明H//c,而不是θ,是URu2 - x Fe x Si2体系在所有Fe浓度下的调谐参数,正如Scheereret等人在URu2Si2母化合物中发现的那样。
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引用次数: 0
Higher order neural processing with input-adaptive dynamic weights on MoS2 memtransistor crossbars 具有输入自适应动态权值的MoS2 mem晶体管交叉栅高阶神经处理
Pub Date : 2022-08-08 DOI: 10.3389/femat.2022.950487
L. Rahimifard, Ahish Shylendra , Shamma Nasrin , Stephanie E. Liu , Vinod K. Sangwan , Mark C. Hersam , A. Trivedi
The increasing complexity of deep learning systems has pushed conventional computing technologies to their limits. While the memristor is one of the prevailing technologies for deep learning acceleration, it is only suited for classical learning layers where only two operands, namely weights and inputs, are processed simultaneously. Meanwhile, to improve the computational efficiency of deep learning for emerging applications, a variety of non-traditional layers requiring concurrent processing of many operands are becoming popular. For example, hypernetworks improve their predictive robustness by simultaneously processing weights and inputs against the application context. Two-electrode memristor grids cannot directly map emerging layers’ higher-order multiplicative neural interactions. Addressing this unmet need, we present crossbar processing using dual-gated memtransistors based on two-dimensional semiconductor MoS2. Unlike the memristor, the resistance states of memtransistors can be persistently programmed and can be actively controlled by multiple gate electrodes. Thus, the discussed memtransistor crossbar enables several advanced inference architectures beyond a conventional passive crossbar. For example, we show that sneak paths can be effectively suppressed in memtransistor crossbars, whereas they limit size scalability in a passive memristor crossbar. Similarly, exploiting gate terminals to suppress crossbar weights dynamically reduces biasing power by ∼20% in memtransistor crossbars for a fully connected layer of AlexNet. On emerging layers such as hypernetworks, collocating multiple operations within the same crossbar cells reduces operating power by ∼ 15 × on the considered network cases.
深度学习系统的日益复杂已经将传统的计算技术推向了极限。同时,为了提高新兴应用中深度学习的计算效率,各种需要并发处理多个操作数的非传统层开始流行。例如,超级网络通过针对应用程序上下文同时处理权重和输入来提高其预测健壮性。双电极记忆电阻网格不能直接映射新兴层的高阶乘法神经相互作用。为了解决这一未满足的需求,我们提出了基于二维半导体MoS2的双门控memtransistor的crossbar处理。与忆阻器不同,忆阻晶体管的电阻状态可以持续编程,并且可以由多个栅极主动控制。因此,所讨论的memtransistor crossbar能够实现超越传统无源crossbar的几种高级推理架构。例如,我们证明在memtransistor crossbar中可以有效地抑制潜行路径,然而它们限制了无源记忆电阻器crossbar的尺寸可扩展性。类似地,利用栅极终端动态地抑制交叉栅权重,可将AlexNet完全连接层的mem晶体管交叉栅中的偏置功率降低约20%。在诸如超级网络之类的新兴层中,在考虑的网络情况下,在相同的交叉单元中配置多个操作可将操作功率降低约15倍。
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引用次数: 3
GaSbBi Metal Semiconductor Metal Detectors for Mid-Infrared Sensing 用于中红外传感的GaSbBi金属半导体金属探测器
Pub Date : 2022-06-16 DOI: 10.3389/femat.2022.895959
Z. Cao, Sorcha Hulme, T. Veal, M. Ashwin, I. Sandall
The viability of incorporating Bi and N into GaSb layers to realise photodetectors operating in the mid-infrared has been investigated. The effects of Bi and N on the cut-off wavelength of GaSb metal-semiconductor-metal photodetectors has been evaluated. The spectral responsivity measurements indicate a clear wavelength extension, to 1950 nm (Bi, 2.9%), 1990 nm (Bi, 3.8%), 2080 nm (Bi, 4.5%) and 2190 nm (N, 1.5%) from a reference GaSb device at 1720 nm, with only a relatively modest reduction in the external quantum efficiency (EQE). Comparisons of spectral response characteristics indicate that Bi incorporation reduces the carrier extraction and the impact of this on future device design is considered.
研究了将Bi和N结合到GaSb层中以实现中红外光电探测器的可行性。研究了Bi和N对GaSb金属-半导体-金属光电探测器截止波长的影响。光谱响应度测量表明,从参考GaSb器件的1720 nm波长明显延长到1950 nm (Bi, 2.9%), 1990 nm (Bi, 3.8%), 2080 nm (Bi, 4.5%)和2190 nm (N, 1.5%),而外部量子效率(EQE)只有相对适度的降低。光谱响应特性的比较表明,Bi的加入减少了载流子的提取,并考虑了这对未来器件设计的影响。
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引用次数: 0
Coevolution of Superconductivity With Structure and Hall Coefficient in Pressurized NaSn2As2 加压NaSn2As2中超导性与结构和霍尔系数的共同演化
Pub Date : 2022-06-08 DOI: 10.3389/femat.2022.892496
Jing Guo, Cheng Huang, S. Long, Yazhou Zhou, Shu Cai, Xiaodong Li, Yanchun Li, Ke Yang, Aiguo Li, Jian-gang Guo, Qi Wu, Liling Sun
A new class of van der Waals-type layered materials, ASn2 Pn 2 (A= Li, Na, Sr, Eu; Pn= As, P, Sb), has attracted much attention in the field of condensed matter physics because they have interesting physical properties and various ground states, as well as potential applications. Here, we are the first to report the close connection among the superconducting transition temperature T c , crystal structure and Hall coefficient in pressurized NaSn2As2 single crystal. We found that the superconducting NaSn2As2 displays two pressure-induced crystal structure phase transitions, first from an ambient-pressure rhombohedral (R) phase to a monoclinic (M) phase starting at ∼ 12 GPa (P C1 ), and then to a simple cubic (C) phase starting at ∼ 33 GPa (P C2 ). In these phases, the T c value and carrier concentration change correspondingly. Our results suggest that the observed three superconducting states are related to the change of structural phase and the variation of carrier concentrations.
一类新的范德华层状材料ASn2 Pn 2 (A= Li, Na, Sr, Eu;Pn= As, P, Sb)由于具有有趣的物理性质和多种基态,以及潜在的应用前景,在凝聚态物理领域受到了广泛的关注。在这里,我们首次报道了加压NaSn2As2单晶的超导转变温度T c、晶体结构和霍尔系数之间的密切联系。我们发现超导NaSn2As2表现出两个压力诱导的晶体结构相变,首先从常压菱形(R)相到单斜(M)相,开始于~ 12 GPa (P C1),然后到简单的立方(C)相,开始于~ 33 GPa (P C2)。在这些相中,tc值和载流子浓度相应发生变化。结果表明,所观察到的三种超导态与结构相的变化和载流子浓度的变化有关。
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引用次数: 0
Is the optical conductivity of heavy fermion strange metals Planckian? 重费米子奇异金属的光学导电性是普朗克的吗?
Pub Date : 2022-05-26 DOI: 10.3389/femat.2022.934691
Xinwei Li, J. Kono, Q. Si, S. Paschen
Strange metal behavior appears across a variety of condensed matter settings and beyond, and achieving a universal understanding is an exciting prospect. The beyond-Landau quantum criticality of Kondo destruction has had considerable success in describing the behavior of strange metal heavy fermion compounds, and there is some evidence that the associated partial localization-delocalization nature can be generalized to diverse materials classes. Other potential overarching principles at play are also being explored. An intriguing proposal is that Planckian scattering, with a rate of k B T/ℏ, leads to the linear temperature dependence of the (dc) electrical resistivity, which is a hallmark of strange metal behavior. Here we extend a previously introduced analysis scheme based on the Drude description of the dc resistivity to optical conductivity data. When they are well described by a simple (ac) Drude model, the scattering rate can be directly extracted. This avoids the need to determine the ratio of charge carrier concentration to effective mass, which has complicated previous analyses based on the dc resistivity. However, we point out that strange metals typically exhibit strong deviations from Drude behavior, as exemplified by the “extreme” strange metal YbRh2Si2. This calls for alternative approaches, and we point to the power of strange metal dynamical (energy-over-temperature) scaling analyses for the inelastic part of the optical conductivity. If such scaling extends to the low-frequency limit, a strange metal relaxation rate can be estimated, and may ultimately be used to test whether strange metals relax in a Planckian manner.
奇怪的金属行为出现在各种凝聚态设置和超越,实现普遍的理解是一个令人兴奋的前景。近藤破坏的超朗道量子临界在描述奇异金属重费米子化合物的行为方面取得了相当大的成功,并且有一些证据表明,相关的部分局域-非局域性质可以推广到不同的材料类别。其他潜在的总体原则也在探索中。一个有趣的建议是,普朗克散射,速率为k B T/ h,导致(直流)电阻率的线性温度依赖,这是奇怪金属行为的标志。在这里,我们将先前介绍的基于直流电阻率的原始描述的分析方案扩展到光学电导率数据。当它们被简单的(ac) Drude模型很好地描述时,可以直接提取散射率。这避免了确定载流子浓度与有效质量之比的需要,这使以前基于直流电阻率的分析变得复杂。然而,我们指出,奇怪的金属通常表现出强烈的偏离德鲁德行为,例如“极端”奇怪的金属YbRh2Si2。这需要替代方法,我们指出了奇异金属动力学(能量-超温)标度分析对光学导电性非弹性部分的作用。如果这种标度扩展到低频极限,就可以估计出奇怪金属的弛豫率,并可能最终用于测试奇怪金属是否以普朗克方式弛豫。
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引用次数: 2
Advances in the Synthesis and Superconductivity of Lanthanide Polyhydrides Under High Pressure 镧系多氢化物高压合成及其超导性研究进展
Pub Date : 2022-05-25 DOI: 10.3389/femat.2022.906213
Jianning Guo, Su Chen, Wuhao Chen, Xiaoli Huang, T. Cui
Room-temperature superconductors have long been the ultimate goal of scientists. Pressure-stabilized hydrides are a new rapidly growing class of high-temperature superconductors and are believed to be a new superconducting system, undoubtedly leading to a surge in the discovery of new hydrogen-rich materials. They are the forefront of physics and material science. Lanthanide polyhydrides formed under pressure are promising conventional superconductors. Especially, both the theoretical and experimental reports on lanthanum superhydrides under pressure, exhibiting superconductivity at temperatures as high as 250 K, have further stimulated an intense search for room-temperature superconductors in hydrides. This review focuses on the recent advances of crystal structures, stabilities, and superconductivity of lanthanide polyhydrides at high pressures, including the experimental results from our group. By using in situ four-probe electrical measurements and the synchrotron X-ray diffraction technique, we have identified several high-temperature superconducting phases: a lanthanum superhydride and two cerium superhydrides. The present work indicates that superconductivity declines along the La–Ce–Pr–Nd series, while magnetism becomes more and more pronounced. These discoveries have enriched the binary system of clathrate superhydrides and provided more hints for studying the role of rare earth metal elements having high-temperature superconductivity.
长期以来,室温超导体一直是科学家们的终极目标。压力稳定氢化物是一种快速发展的新型高温超导体,被认为是一种新的超导系统,无疑会导致新的富氢材料的发现激增。它们是物理学和材料科学的前沿。在压力下形成的镧系多氢化物是很有前途的常规超导体。特别是,关于高压下镧超氢化物的理论和实验报告,在高达250 K的温度下表现出超导性,进一步刺激了对氢化物中室温超导体的强烈探索。本文综述了近年来镧系多氢化物在高压下的晶体结构、稳定性和超导性等方面的研究进展,包括本课组的实验结果。通过原位四探针电测量和同步加速器x射线衍射技术,我们确定了几个高温超导相:一个镧超氢化物和两个铈超氢化物。研究表明,在La-Ce-Pr-Nd系列中,超导性逐渐减弱,而磁性则越来越明显。这些发现丰富了笼形超氢化物二元体系,为研究具有高温超导性的稀土金属元素的作用提供了更多线索。
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引用次数: 1
Significantly Improved Energy Storage Density of Polypropylene Nanocomposites via Macroscopic and Mesoscopic Structure Designs 通过宏观和介观结构设计显著提高聚丙烯纳米复合材料的储能密度
Pub Date : 2022-05-25 DOI: 10.3389/femat.2022.904405
Min-Ki Ji, D. Min, Qingzhou Wu, Rui Mi, Wenfeng Liu, Shengtao Li, Shaorui Qin, Shenglong Zhu
Polymer dielectrics with high breakdown strength are very competitively used in the dielectric capacitor, which is widely applied in pulsed power devices and power systems due to their ultra-high power density. The polypropylene (PP) film is the most popularly used polymer for the dielectric capacitor in the market. However, its low energy density cannot meet the emerging demand for miniaturized, compact, and high-energy performance dielectrics. Therefore, it is urgent to raise the energy storage density of the polypropylene film. Here, this study described the improved energy storage density of polypropylene nanocomposites via macroscopic and mesoscopic structure designs. The ABA-structured, BAB-structured, and single-layered nanocomposites were prepared by melting blending and hot-pressing methods, where “A” and “B” films refer to PP/MgO and PP/BaTO3 nanocomposite dielectrics, respectively. Then, the microstructure, dielectric, breakdown, and energy storage properties of these nanocomposite dielectrics were tested. According to the test results, for the sandwich-structured dielectrics, the B layer and the interface between adjacent layers can increase the polarization, and the A layer and the barrier at the interface can reduce the charge mobility. In addition, the sandwich structures can redistribute the electric field. Correspondingly, the breakdown strength and permittivity of PP dielectrics are improved synergistically. Compared to the PP nanocomposite dielectrics with the BAB structure, the dielectric with the ABA structure exhibits more excellent energy storage performance. The largest energy storage density of ABA films with a BaTO3 content of 45 wt% in the B layer is 3.10 J/cm3, which is 67% higher than that of pure PP. The study provides a new concept for improving the energy storage performance of polymer nanocomposite dielectrics from the perspective of macroscopic and mesoscopic structure designs.
高击穿强度的聚合物介电材料在介质电容器中具有很强的竞争力,其超高的功率密度在脉冲功率器件和电力系统中得到广泛应用。聚丙烯(PP)薄膜是目前市场上最常用的介质电容器聚合物。然而,它的低能量密度不能满足人们对微型化、紧凑型和高能量性能电介质的需求。因此,提高聚丙烯薄膜的储能密度是当务之急。本研究通过宏观和介观结构设计来提高聚丙烯纳米复合材料的储能密度。采用熔融共混和热压法制备了aba结构、bab结构和单层纳米复合材料,其中“A”和“B”膜分别为PP/MgO和PP/BaTO3纳米复合电介质。然后,测试了这些纳米复合材料的微观结构、介电性能、击穿性能和储能性能。测试结果表明,对于三明治结构的介质,B层和相邻层之间的界面可以增加极化,而A层和界面处的势垒可以降低电荷迁移率。此外,夹层结构可以重新分配电场。相应的,PP介质的击穿强度和介电常数协同提高。与具有BAB结构的PP纳米复合电介质相比,ABA结构的电介质具有更优异的储能性能。当BaTO3含量为45 wt%时,ABA薄膜在B层的最大储能密度为3.10 J/cm3,比纯PP的储能密度提高了67%。本研究从宏观和介观结构设计的角度为提高聚合物纳米复合电介质的储能性能提供了新的思路。
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引用次数: 4
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Frontiers in Electronic Materials
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