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改进YOLOv8的密集行人检测算法
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作者 段警韦 陈亮 +2 位作者 李雪 刘蒙蒙 刘晋宇 《计算机与现代化》 2025年第10期24-31,共8页
为解决密集行人场景中由于背景复杂、人员密集、暗光环境和部分遮挡等原因造成密集行人检测中出现的漏检和错检问题,本文提出一种基于YOLOv8n优化的密集行人检测算法。该算法在主干网络中使用高效的GSConv卷积替换原有的卷积块,实现模... 为解决密集行人场景中由于背景复杂、人员密集、暗光环境和部分遮挡等原因造成密集行人检测中出现的漏检和错检问题,本文提出一种基于YOLOv8n优化的密集行人检测算法。该算法在主干网络中使用高效的GSConv卷积替换原有的卷积块,实现模型在保持识别精度的同时降低模型的计算量,并且使用GSConv卷积使得模型可以在普通的GPU上高效运行。将模型的特征融合网络替换为SlimNeck轻量级特征融合模块,通过减少特征通道的数量,提高模型的检测精度和检测速度。在特征提取网络中嵌入EMA注意力机制,增强模型对全局和局部信息的捕捉从而减少密集行人场景下出现的误检和漏检。采用Repulsion损失函数,以更好地处理密集行人检测中的重叠和近邻行人遮挡,减少目标之间的重叠和干扰,优化边界框回归。在CrowdHuman数据集上进行训练验证,实验结果表明改进后的YOLOv8模型相对于基线模型mAP值提升了4.5个百分点,在密集、遮挡、小目标、暗光环境下的可视化检测结果也优于基线模型。为密集行人检测提供了一种高效且鲁棒的解决方案。 展开更多
关键词 YOLOv8 复杂场景 密集行人识别 Repulsion损失函数 目标检测 Slim-Neck
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Water-Restrained Hydrogel Electrolytes with Repulsion-Driven Cationic Express Pathways for Durable Zinc-Ion Batteries 被引量:1
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作者 Dewu Lin Yushuang Lin +10 位作者 Ruihong Pan Jiapei Li Anquan Zhu Tian Zhang Kai Liu Dongyu Feng Kunlun Liu Yin Zhou Chengkai Yang Guo Hong Wenjun Zhang 《Nano-Micro Letters》 2025年第8期320-332,共13页
The development of flexible zinc-ion batteries(ZIBs)faces a threeway trade-off among the ionic conductivity,Zn^(2+)mobility,and the electrochemical stability of hydrogel electrolytes.To address this challenge,we desig... The development of flexible zinc-ion batteries(ZIBs)faces a threeway trade-off among the ionic conductivity,Zn^(2+)mobility,and the electrochemical stability of hydrogel electrolytes.To address this challenge,we designed a cationic hydrogel named PAPTMA to holistically improve the reversibility of ZIBs.The long cationic branch chains in the polymeric matrix construct express pathways for rapid Zn^(2+)transport through an ionic repulsion mechanism,achieving simultaneously high Zn^(2+)transference number(0.79)and high ionic conductivity(28.7 mS cm−1).Additionally,the reactivity of water in the PAPTMA hydrogels is significantly inhibited,thus possessing a strong resistance to parasitic reactions.Mechanical characterization further reveals the superior tensile and adhesion strength of PAPTMA.Leveraging these properties,symmetric batteries employing PAPTMA hydrogel deliver exceeding 6000 h of reversible cycling at 1 mA cm^(−2) and maintain stable operation for 1000 h with a discharge of depth of 71%.When applied in 4×4 cm2 pouch cells with MnO_(2) as the cathode material,the device demonstrates remarkable operational stability and mechanical robustness through 150 cycles.This work presents an eclectic strategy for designing advanced hydrogels that combine high ionic conductivity,enhanced Zn^(2+)mobility,and strong resistance to parasitic reactions,paving the way for long-lasting flexible ZIBs. 展开更多
关键词 Zinc-ion battery Hydrogel electrolyte Cation conduction Ionic repulsion Water state
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基于Star_YOLOv8的水下珍品检测方法研究
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作者 夏建军 高定国 许松涛 《现代电子技术》 北大核心 2025年第9期28-35,共8页
为有效实现水下图像各类珍品快速精准检测,解决水下珍品检测存在遮挡、精度不高及其推理速度慢等问题。文中提出一种基于Star_YOLOv8的水下珍品检测算法。首先,在主干网络融合C2f_StarNB模块有效地捕捉水下图像珍品特征,并实现模型的轻... 为有效实现水下图像各类珍品快速精准检测,解决水下珍品检测存在遮挡、精度不高及其推理速度慢等问题。文中提出一种基于Star_YOLOv8的水下珍品检测算法。首先,在主干网络融合C2f_StarNB模块有效地捕捉水下图像珍品特征,并实现模型的轻量化快速检测;其次,加入EMA注意力实现通道和空间特征的融合,提升水下图像不同尺度珍品特征的交叉注意力计算效率,减少噪声带来的影响,改善水下图像复杂场景及多尺度目标的显著性特征表达和检测精度;最后,引入动态聚焦Repulsion Loss损失函数,提高模型的收敛能力以及对多尺度分布遮挡珍品的整体检测效果。为验证改进方法的有效性,在水下珍品数据集上展开实验验证,以mAP@0.5指标验证融入的轻量化和注意力方面均优于其他方法,分别取得了8%和9.4%的提升。此外,相较于之前先进的水下珍品检测方法,该方法在mAP@0.5指标上达到0.863的检测性能。实验结果表明,所提方法在水下图像各类珍品的检测精度、速度等模型性能方面有一定提升。 展开更多
关键词 YOLOv8 水下珍品 目标检测 StarNet 注意力机制 Repulsion Loss损失函数
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An enlightening view of the antigravity between antimatter
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作者 MA Ru-yun 《西北师范大学学报(自然科学版)》 2025年第1期10-11,I0002,共3页
We put forward an enlightening view on repulsive force between antimatter:Antimatter repels each other,and the repulsive force is proportional to the product of their masses and inversely proportional to the square of... We put forward an enlightening view on repulsive force between antimatter:Antimatter repels each other,and the repulsive force is proportional to the product of their masses and inversely proportional to the square of the distance between them;There is no gravitational or anti-gravitational interaction between antimatter and positive matter.As their applications,we explain the Big Bang process in a new light. 展开更多
关键词 UNIVERSE Big Bang ANTIMATTER gravitational force repulsive fore
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Accelerating Hartree-Fock Self-consistent Field Calculation on C86/DCU Heterogenous Computing Platform
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作者 Ji Qi Huimin Zhang +1 位作者 Dezun Shan Minghui Yang 《Chinese Journal of Chemical Physics》 2025年第1期81-94,I0056,共15页
In this study,we investigate the ef-ficacy of a hybrid parallel algo-rithm aiming at enhancing the speed of evaluation of two-electron repulsion integrals(ERI)and Fock matrix generation on the Hygon C86/DCU(deep compu... In this study,we investigate the ef-ficacy of a hybrid parallel algo-rithm aiming at enhancing the speed of evaluation of two-electron repulsion integrals(ERI)and Fock matrix generation on the Hygon C86/DCU(deep computing unit)heterogeneous computing platform.Multiple hybrid parallel schemes are assessed using a range of model systems,including those with up to 1200 atoms and 10000 basis func-tions.The findings of our research reveal that,during Hartree-Fock(HF)calculations,a single DCU ex-hibits 33.6 speedups over 32 C86 CPU cores.Compared with the efficiency of Wuhan Electronic Structure Package on Intel X86 and NVIDIA A100 computing platform,the Hygon platform exhibits good cost-effective-ness,showing great potential in quantum chemistry calculation and other high-performance scientific computations. 展开更多
关键词 Quantum chemistry Self-consistent field HARTREE-FOCK Electron repulsion inte-grals Heterogenous parallel computing C86/deep computing unit
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Thermal Entropy, Density Disorder, and Antiferromagnetism of Repulsive Fermions in 3D Optical Lattice
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作者 Yu-Feng Song Youjin Deng Yuan-Yao He 《Chinese Physics Letters》 2025年第11期321-329,共9页
The celebrated antiferromagnetic(AFM) phase transition was realized in a most recent optical lattice experiment for the 3D fermionic Hubbard model [Shao et al. Nature 632 267(2024)]. Despite this important progress, i... The celebrated antiferromagnetic(AFM) phase transition was realized in a most recent optical lattice experiment for the 3D fermionic Hubbard model [Shao et al. Nature 632 267(2024)]. Despite this important progress, it was observed that the AFM structure factor(and also the critical entropy) reaches its maximum at an interaction strength U/t■11.75, which is significantly larger than the theoretical prediction of U/t■8. Here,we resolve this discrepancy by studying the interplay between the thermal entropy, density disorder, and antiferromagnetism in the half-filled 3D Hubbard model, using numerically exact auxiliary-field quantum Monte Carlo simulations. We have achieved an accurate entropy phase diagram, enabling us to simulate arbitrary entropy path on the temperature-interaction plane and track experimental parameters effectively. We find that above the discrepancy can be quantitatively explained by the entropy increase associated with increasing interaction strength in experiments, and together with the lattice density disorder present in the experimental setup. We further investigate the entropy dependence of double occupancy and predict universal behaviors that could serve as valuable probes in future optical lattice experiments. 展开更多
关键词 optical lattice experiment Hubbard model thermal entropy density disorder d optical lattice d fermionic hubbard model repulsive fermions ANTIFERROMAGNETISM
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Intersite Coulomb Repulsion Driven Quadrupole Instability and Magnetic Ordering in the Orbital Frustrated Ba_(2)MgReO_(6)
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作者 Xuanye Zhang Jinyu Zou Gang Xu 《Chinese Physics Letters》 2025年第7期229-234,共6页
In order to calculate the multipoles in real materials with considerable intersite Coulomb interaction V,we develop a self-consistent program which starts from the frst-principles calculations to solve the tight-bindi... In order to calculate the multipoles in real materials with considerable intersite Coulomb interaction V,we develop a self-consistent program which starts from the frst-principles calculations to solve the tight-binding Hamiltonian including onsite Coulomb repulsion U,V,and spin-orbital couplingλ.The program is applied to Ba_(2)MgReO_(6)to fgure out the mechanism of structural instability and magnetic ordering.A comprehensive quadrupole phase diagram versus U and V withλ=0.28 eV is calculated.Our results demonstrate that the easy-plane anisotropy and the intersite Coulomb repulsion V must be considered to remove the orbital frustration.The increase of V to>20 meV would arrange quadrupole Q_(x^(2)-y^(2))antiparallelly,accompanied by small parallel Q_(3z)^(2)-r^(2),and stabilize Ba_(2)MgReO_(6)into the body-centered tetragonal structure.Such antiparallel Q_(x^(2)-y^(2))provides a new mechanism for the Dzyaloshinskii-Moriya interaction and gives rise to the canted antiferromagnetic(CAF)state along the[110]axis.Moreover,sizable octupoles such as O_(21)^(31),O_(21)^(33),O_(21)^(34)and O_(21)^(36)are discovered for the frst time in the CAF state.Our study not only provides a comprehensive understanding of the experimental results in Ba_(2)MgReO_(6),but also serves as a general and useful tool for the study of multipole physics in 5d compounds. 展开更多
关键词 Ba_(2)MgReO_(6) tight binding hamiltonian intersite coulomb repulsion self consistent program quadrupole instability magnetic ordering calculate multipoles structural instability magnetic orderinga
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改进的Cascade R-CNN算法在目标检测上的应用 被引量:6
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作者 张娜 包梓群 +2 位作者 罗源 吴彪 涂小妹 《电子学报》 EI CAS CSCD 北大核心 2023年第4期896-906,共11页
针对Cascade R-CNN目标检测算法中存在检测精度较低以及目标遮挡问题,本文提出一种改进的Cas-cade R-CNN网络目标检测算法.该算法在主干网络ResNet101中引入可切换空洞卷积模块(Switchable Atrous Convolu-tion,SAC),该模块主要由两个... 针对Cascade R-CNN目标检测算法中存在检测精度较低以及目标遮挡问题,本文提出一种改进的Cas-cade R-CNN网络目标检测算法.该算法在主干网络ResNet101中引入可切换空洞卷积模块(Switchable Atrous Convolu-tion,SAC),该模块主要由两个全局上下文模块以及SAC组件构成,采用SAC组件以不同的空洞卷积率对特征进行卷积,并使用Switch函数收集特征来提高特征提取能力.同时,在ResNet101残差网络中引入坐标注意力机制(Coordi-nate Attention,CA),该机制将位置信息嵌入通道注意力中,用于更好地获取方向感知和位置感知信息,进而提高目标检测精度.此外,针对目标遮挡问题,引入Repulsion Loss损失函数.该损失函数主要由吸引项和排斥项组成,吸引项使得预测框和匹配上的目标框尽可能接近,排斥项使得预测框远离错误目标,进而减少非极大值抑制(Non-Maximum Suppression,NMS)的误检,提高目标检测中遮挡问题的检测精度.实验结果表明,在公开的科大讯飞AI挑战赛数据集上,与原算法测试性能相比,改进的Cascade R-CNN网络对该数据集检出率增长了2.39%,改进算法的识别精度有一定的提高. 展开更多
关键词 Cascade R-CNN 可切换空洞卷积 Repulsion Loss 目标检测 目标遮挡
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基于改进YOLOv4的工业棒料识别算法 被引量:2
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作者 王琪璇 管声启 胡璐萍 《机械与电子》 2022年第1期25-29,35,共6页
针对工业棒料存在遮挡干扰时难以快速有效识别的问题,提出了一种基于改进YOLOv4的棒料识别算法。首先对YOLOv4进行轻量化改进,将改进的Mobilenetv3作为YOLOv4的主干网络,以减少模型参数量,提高算法的检测速度。然后提出在YOLOv4原损失... 针对工业棒料存在遮挡干扰时难以快速有效识别的问题,提出了一种基于改进YOLOv4的棒料识别算法。首先对YOLOv4进行轻量化改进,将改进的Mobilenetv3作为YOLOv4的主干网络,以减少模型参数量,提高算法的检测速度。然后提出在YOLOv4原损失函数基础上串联Repulsion损失函数,此新增损失函数包含2部分:RepGT损失和RepBox损失,RepGT损失函数计算目标预测框与相邻真实框所产生的损失值,用来减少棒料误检;RepBox损失函数计算目标预测框与相邻的其他目标预测框所产生的损失值,用来减少棒料漏检。实验结果表明,改进算法的检测速度为63帧/s,比原YOLOv4算法提升了20帧/s;识别准确率达到97.85%,比原YOLOv4算法提升了1.62%。 展开更多
关键词 棒料识别 YOLOv4 Mobilenetv3 Repulsion损失函数
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A Scalable Adaptive Approach to Multi-Vehicle Formation Control with Obstacle Avoidance 被引量:11
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作者 Xiaohua Ge Qing-Long Han +1 位作者 Jun Wang Xian-Ming Zhang 《IEEE/CAA Journal of Automatica Sinica》 SCIE EI CSCD 2022年第6期990-1004,共15页
This paper deals with the problem of distributed formation tracking control and obstacle avoidance of multivehicle systems(MVSs)in complex obstacle-laden environments.The MVS under consideration consists of a leader v... This paper deals with the problem of distributed formation tracking control and obstacle avoidance of multivehicle systems(MVSs)in complex obstacle-laden environments.The MVS under consideration consists of a leader vehicle with an unknown control input and a group of follower vehicles,connected via a directed interaction topology,subject to simultaneous unknown heterogeneous nonlinearities and external disturbances.The central aim is to achieve effective and collisionfree formation tracking control for the nonlinear and uncertain MVS with obstacles encountered in formation maneuvering,while not demanding global information of the interaction topology.Toward this goal,a radial basis function neural network is used to model the unknown nonlinearity of vehicle dynamics in each vehicle and repulsive potentials are employed for obstacle avoidance.Furthermore,a scalable distributed adaptive formation tracking control protocol with a built-in obstacle avoidance mechanism is developed.It is proved that,with the proposed protocol,the resulting formation tracking errors are uniformly ultimately bounded and obstacle collision avoidance is guaranteed.Comprehensive simulation results are elaborated to substantiate the effectiveness and the promising collision avoidance performance of the proposed scalable adaptive formation control approach. 展开更多
关键词 Adaptive control collision avoidance distributed formation control multi-vehicle systems neural networks obstacle avoidance repulsive potential
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Self-assembly of Binary Particles with Electrostatic and van der Waals Interactions
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作者 李燕 李华平 何学浩 《Chinese Journal of Chemical Physics》 SCIE CAS CSCD 2014年第4期419-427,J0001,共10页
Nanoparticles with competitive interactions in solution can aggregate into complex structures. In this work, the synergistic self-assembles of binary particles with electrostatic and van der Waals interactions are stu... Nanoparticles with competitive interactions in solution can aggregate into complex structures. In this work, the synergistic self-assembles of binary particles with electrostatic and van der Waals interactions are studied with the particle Langevin dynamics simulation using a simple coarse-grained particle model. Various aggregations such as spherical, stacking-disk and tube structures are observed by varying the particles size and the interaction strength. The aggregation structures are explained with the packing theories of amphiphilic molecules in solution and dibolck copolymers in bulk. When the opposite ions are introduced into solution, the distribution of structures in the phase diagram appears an obvious offset. The simulation result is helpful to deeply understand the formation mechanism of complex nanostructures of multicomponent particles in solution. 展开更多
关键词 Repulsive interaction SELF-ASSEMBLY Binary particles Particle dynamics Phase diagrams
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Dissection of two quantitative trait loci for grain weight linked in repulsion on the long arm of chromosome 1 of rice(Oryza sativa L.) 被引量:6
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作者 Liang Guo Kai Wang +3 位作者 Junyu Chen Derun Huang Yeyang Fan Jieyun Zhuang 《The Crop Journal》 SCIE CAS 2013年第1期70-76,共7页
Grain weight is a key determinant of grain yield in rice. Three sets of rice populations with overlapping segregating regions in isogenic backgrounds were established in the generations of BC2 F5, BC2 F6 and BC2 F7, d... Grain weight is a key determinant of grain yield in rice. Three sets of rice populations with overlapping segregating regions in isogenic backgrounds were established in the generations of BC2 F5, BC2 F6 and BC2 F7, derived from Zhenshan 97 and Milyang 46, and used for dissection of quantitative trait loci(QTL) for grain weight. Two QTL linked in repulsion phase on the long arm of chromosome 1 were separated. One was located between simple sequence repeat(SSR) markers RM11437 and RM11615, having a smaller additive effect with the enhancing allele from the maintainer line Zhenshan 97 and a partially dominant effect for increasing grain weight. The other was located between SSR markers RM11615 and RM11800, having a larger additive effect with the enhancing allele from the restorer line Milyang 46 and a partially dominant effect for increasing grain weight. When the two QTL segregated simultaneously, a residual additive effect with the enhancing allele from Milyang 46 and an over-dominance effect for increasing grain weight were detected. This suggests that dominant QTL linked in repulsion phase might play an important role in heterosis in rice. Our study also indicates that the use of populations with overlapping segregating regions in isogenic backgrounds is helpful for the dissection of minor linked QTL. 展开更多
关键词 Sequential segregating region Linkage REPULSION phase Grain weight Rice(Oryza SATIVA L
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监控视角下密集人群口罩佩戴检测算法 被引量:9
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作者 孙龙 张荣芬 +1 位作者 刘宇红 饶庭漓 《计算机工程》 CAS CSCD 北大核心 2023年第9期313-320,共8页
针对密集人群场景的口罩佩戴检测面临着监控视角下目标密集、互相遮挡、目标小、人脸透视畸变等难题,同时,涵盖不规范佩戴口罩场景的公开数据集也较为缺乏。提出一种基于YOLO-v5改进的监控视角下密集人群口罩佩戴检测算法MDDC-YOLO。利... 针对密集人群场景的口罩佩戴检测面临着监控视角下目标密集、互相遮挡、目标小、人脸透视畸变等难题,同时,涵盖不规范佩戴口罩场景的公开数据集也较为缺乏。提出一种基于YOLO-v5改进的监控视角下密集人群口罩佩戴检测算法MDDC-YOLO。利用空洞卷积构造多分支感受野模块MRF-C3替换YOLO-v5中常规C3模块,解决密集人群中小目标占比大的问题。使用Repulsion Loss基于样本边界框排斥吸引的原则提高模型抗遮挡能力,并充分利用训练过程中的遮挡正样本。在此基础上,引入ECA注意力机制进行特征通道最优化选择,并提出基于透视变换的离线数据增强方法,结合使用更适用于生成更多小目标样本的Mosaic-9数据增强方法,解决监控视角下密集人群口罩佩戴数据集缺乏的问题。实验结果表明,MDDC-YOLO算法相较于YOLO-v5算法mAP提升6.5个百分点,并达到32帧/s的检测速度,满足密集人群口罩佩戴检测的应用需求。 展开更多
关键词 口罩佩戴检测 密集人群 多分支空洞卷积 ECA注意力机制 Repulsion Loss
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Vacuum Switching Technology for Future of Power Systems 被引量:4
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作者 Xiaofei Yao Jianhua Wang +3 位作者 Shaogui Ai Zhiyuan Liu Yingsan Geng Zhiguo Hao 《Engineering》 SCIE EI CAS 2022年第6期164-177,共14页
Even though switching in vacuum is a technology with almost 100 years of history,its recent develop-ments are still changing the future of power transmission and distribution systems.First,current switch-ing in vacuum... Even though switching in vacuum is a technology with almost 100 years of history,its recent develop-ments are still changing the future of power transmission and distribution systems.First,current switch-ing in vacuum is an eco-friendly technology compared to switching in SF 6 gas,which is the strongest greenhouse gas according to the Kyoto Protocol.Vacuum,an eco-friendly natural medium,is promising for reducing the usage of SF 6 gas in current switching in transmission voltage.Second,switching in vacuum achieves faster current interruption than existing alternating current(AC)switching technolo-gies.A vacuum circuit breaker(VCB)that uses an electromagnetic repulsion actuator is able to achieve a theoretical limit of AC interruption,which can interrupt a short-circuit current in the first half-cycle of a fault current,compared to the more common three cycles for existing current switching technologies.This can thus greatly enhance the transient stability of power networks in the presence of short-circuit faults,especially for ultra-and extra-high-voltage power transmission lines.Third,based on fast vacuum switching technology,various brilliant applications emerge,which are benefiting the power systems.They include the applications in the fields of direct current(DC)circuit breakers(CBs),fault current lim-iting,power quality improvement,generator CBs,and so forth.Fast vacuum switching technology is promising for controlled switching technology in power systems because it has low variation in terms of opening and closing times.With this controlled switching,vacuum switching technology may change the“gene”of power systems,by which power switching transients will become smoother. 展开更多
关键词 Controlled switching Electromagnetic repulsion actuator Fast vacuum circuit breaker Fast vacuum switching technology Vacuum interrupter
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The Interactions of Two Cold Atmospheric Plasma Jets 被引量:3
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作者 汤道坦 任春生 +1 位作者 王德真 聂秋月 《Plasma Science and Technology》 SCIE EI CAS CSCD 2009年第3期293-296,共4页
This paper presents the interactions between two cold atmospheric plasma jets. By changing the experimental conditions including the gas flow rate, the applied voltage, the power supply frequency and the inter-electro... This paper presents the interactions between two cold atmospheric plasma jets. By changing the experimental conditions including the gas flow rate, the applied voltage, the power supply frequency and the inter-electrode distance d, three different interaction modes, attraction, repulsion and combination, were observed. It is shown that the interaction modes of the two jets are principally affected by the electrodes, the gas flow rate, the plasma jets and the power supply frequency. 展开更多
关键词 cold atmospheric plasma jet interaction ATTRACTION REPULSION UNION
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Kinetics of protein adsorption/desorption mediated by pH-responsive polymer layer 被引量:3
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作者 苏晓航 雷群利 任春来 《Chinese Physics B》 SCIE EI CAS CSCD 2015年第11期231-237,共7页
We propose a new way of regulating protein adsorption by using a pH-responsive polymer. According to the the- oretical results obtained from the molecular theory and kinetic approaches, both thermodynamics and kinetic... We propose a new way of regulating protein adsorption by using a pH-responsive polymer. According to the the- oretical results obtained from the molecular theory and kinetic approaches, both thermodynamics and kinetics of protein adsorption are verified to be well controlled by the solution pH. The kinetics and the amount of adsorbed proteins at equi- librium are greatly increased when the solution environment changes from acid to neutral. The reason is that the increased pH promotes the dissociation of the weak polyelectrolyte, resulting in more charged monomers and more stretched chains. Thus the steric repulsion within the polymer layer is weakened, which effectively lowers the barrier felt by the protein during the process of adsorption. Interestingly, we also find that the kinetics of protein desorption is almost unchanged with the variation of pH. It is because although the barrier formed by the polymer layer changes along with the change of pH, the potential at contact with the surface varies equally. Our results may provide useful insights into controllable protein adsorption/desorption in practical applications. 展开更多
关键词 DISSOCIATION potential of mean-force BARRIER steric repulsion
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Empirical formulae for electric double-layer repulsion between two arbitrarily inclined clay particles 被引量:3
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作者 Xiangyu Shang Juming Lu +2 位作者 Lianfei Kuang Chen Yang Guoqing Zhou 《Journal of Rock Mechanics and Geotechnical Engineering》 SCIE CSCD 2018年第6期1183-1189,共7页
To understand the mesoscopic mechanism of clayey soil in view of macroscopic behavior, it is essential to quantitatively calculate the electric double-layer repulsion between arbitrarily inclined clay particles.Howeve... To understand the mesoscopic mechanism of clayey soil in view of macroscopic behavior, it is essential to quantitatively calculate the electric double-layer repulsion between arbitrarily inclined clay particles.However, suitable calculation methods with high efficiency and accuracy are still rare at present in literature. Based on a great number of numerical calculations of the repulsion between two inclined platy clay particles, explicit empirical formulae for estimating electric double-layer repulsion between clay particles are put forward. Comparison between the empirical solutions and corresponding numerical results shows that the proposed formulae have a reasonable accuracy, and application of the presented formula is easy and efficient. 展开更多
关键词 Clay particles Electric double-layer repulsion Numerical analysis Empirical formula
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Dispersion of Co-poly Carboxylate Superplasticizer Containing Poiyether Side Chain 被引量:2
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作者 左彦峰 王栋民 《Journal of Wuhan University of Technology(Materials Science)》 SCIE EI CAS 2006年第z1期132-135,共4页
Free radical co-polymerization was employed to synthesize co-poly carboxylate (PC) su-perplasticizers with different amount of carboxyl and methyl polyethylene glycol (MPEG) side chain. Dispersion ability and retentio... Free radical co-polymerization was employed to synthesize co-poly carboxylate (PC) su-perplasticizers with different amount of carboxyl and methyl polyethylene glycol (MPEG) side chain. Dispersion ability and retention of PC were compared with one another. The results show that increase of side chain is advantageous to dispersion, but it decreases when amount of MPEG is beyond a certain value which is different with the proportion of carboxyl. If the amount of carboxyl increases, the influence of side chain in copolymer on dispersion diminishes. Polyether side chain is advantageous to retention. And the author explained the mechanism of PC using the theory of steric repulsive force. 展开更多
关键词 co-poly carboxylate SUPERPLASTICIZER disperse fresh cement paste steric repulsive force
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Monolayer MoS_(2)Fabricated by In Situ Construction of Interlayer Electrostatic Repulsion Enables Ultrafast Ion Transport in Lithium-Ion Batteries 被引量:2
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作者 Meisheng Han Yongbiao Mu +3 位作者 Jincong Guo Lei Wei Lin Zeng Tianshou Zhao 《Nano-Micro Letters》 SCIE EI CAS CSCD 2023年第6期126-142,共17页
High theoretical capacity and unique layered structures make MoS_(2)a promising lithium-ion battery anode material.However,the anisotropic ion transport in layered structures and the poor intrinsic conductivity of MoS... High theoretical capacity and unique layered structures make MoS_(2)a promising lithium-ion battery anode material.However,the anisotropic ion transport in layered structures and the poor intrinsic conductivity of MoS_(2)lead to unacceptable ion transport capability.Here,we propose in-situ construction of interlayer electrostatic repulsion caused by Co^(2+)substituting Mo^(4+)between MoS_(2)layers,which can break the limitation of interlayer van der Waals forces to fabricate monolayer MoS_(2),thus establishing isotropic ion transport paths.Simultaneously,the doped Co atoms change the electronic structure of monolayer MoS_(2),thus improving its intrinsic conductivity.Importantly,the doped Co atoms can be converted into Co nanoparticles to create a space charge region to accelerate ion transport.Hence,the Co-doped monolayer MoS_(2)shows ultrafast lithium ion transport capability in half/full cells.This work presents a novel route for the preparation of monolayer MoS_(2)and demonstrates its potential for application in fast-charging lithium-ion batteries. 展开更多
关键词 Monolayer MoS_(2) Interlayer electrostatic repulsion Co atoms doping Surface-capacitance effect Fast-charging lithiumion batteries
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Demulsification performance and mechanism of oil droplets by electrocoagulation: Role of surfactant 被引量:1
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作者 Liang Wang Ben Zhang +4 位作者 Bin Zhao Saiguo Yang Kun Wu Jingqiu Sun Chengzhi Hu 《Journal of Environmental Sciences》 SCIE EI CAS CSCD 2022年第8期171-180,共10页
Surfactants are widely used to improve the solubility of oil in water in petrochemical,making it more difficult to remove oil–water emulsions during the water treatment process.Electrocoagulation(EC) is an appropriat... Surfactants are widely used to improve the solubility of oil in water in petrochemical,making it more difficult to remove oil–water emulsions during the water treatment process.Electrocoagulation(EC) is an appropriate method for treating oily wastewater and destabilizing emulsions. However, the demulsification mechanism of oil–water droplets emulsified by surfactants with different charges have not been investigated systematically. The demulsification performance of electrocoagulation on emulsions wastewater containing cationic,non-ionic, and anionic surfactants was studied. The results showed that the removal rate of total organic carbon(TOC) in oily wastewater with anionic surfactant by EC reached92.98% ± 0.40% at a current density of 1 mA/cm^(2), while that of the non-ionic surfactant was 84.88% ± 0.63%. The characterization of flocs showed that EC has the highest coagulation and demulsification of oil droplets with a negative charge on the surface(-70.50 ± 10.25mV), which indicated that the charge neutralization of oil droplets was beneficial for the destabilization of the formed oily flocs. However, when the zeta potential of the oil droplets reached 75.50 ± 1.25 mV, the TOC removal efficiency was only 11.80% ± 1.43%. The TOC removal could achieve 33.23% ± 3.21% when the current density improved from 1 mA/cm^(2)to 10 mA/cm^(2). The enhanced removal was due to the sweep coagulation rather than charge neutralization. This study provides a fundamental basis for the electrochemical treatment of oily wastewater. 展开更多
关键词 Charge neutralization Electrostatic repulsion FLOTATION SURFACTANT
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