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3D hollow sphere Co_3O_4/MnO_2-CNTs:Its high-performance bi-functional cathode catalysis and application in rechargeable zinc-air battery 被引量:2
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作者 Xuemei Li Nengneng Xu +3 位作者 Haoran Li Min Wang Lei Zhang Jinli Qiao 《Green Energy & Environment》 SCIE 2017年第3期316-328,共13页
There has been a continuous need for high active, excellently durable and low-cost electrocatalysts for rechargeable zinc-air batteries. Among many low-cost metal based candidates, transition metal oxides with the CNT... There has been a continuous need for high active, excellently durable and low-cost electrocatalysts for rechargeable zinc-air batteries. Among many low-cost metal based candidates, transition metal oxides with the CNTs composite have gained increasing attention. In this paper, the 3-D hollow sphere MnO_2 nanotube-supported Co_3O_4 nanoparticles and its carbon nanotubes hybrid material(Co_3 O_4/MnO_2-CNTs) have been synthesized via a simple co-precipitation method combined with post-heat treatment. The morphology and composition of the catalysts are thoroughly analyzed through SEM, TEM, TEM-mapping, XRD, EDX and XPS. In comparison with the commercial 20% Pt/C, Co_3O_4/MnO_2,bare MnO_2 nanotubes and CNTs, the hybrid Co_3O_4/MnO_2-CNTs-350 exhibits perfect bi-functional catalytic activity toward oxygen reduction reaction and oxygen evolution reaction under alkaline condition(0.1 M KOH). Therefore, high cell performances are achieved which result in an appropriate open circuit voltage(~1.47 V),a high discharge peak power density(340 mW cm^(-2)) and a large specific capacity(775 mAh g^(-1) at 10 mA cm^(-2)) for the primary Zn-air battery, a small charge-discharge voltage gap and a high cycle-life(504 cycles at 10 mA cm^(-2) with 10 min per cycle) for the rechargeable Zn-air battery. In particular, the simple synthesis method is suitable for a large-scale production of this bifunctional material due to a green, cost effective and readily available process. 展开更多
关键词 bi-functional catalyst Oxygen reduction reaction Oxygen evolution reaction Activity and stability Rechargeable zinc-air battery
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A Highly Ordered Hydrophilic–Hydrophobic Janus Bi-Functional Layer with Ultralow Pt Loading and Fast Gas/Water Transport for Fuel Cells 被引量:3
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作者 Xiantao Meng Xiang Deng +5 位作者 Liusheng Zhou Bin Hu Wenyi Tan Wei Zhou Meilin Liu Zongping Shao 《Energy & Environmental Materials》 SCIE CSCD 2021年第1期126-133,共8页
One of the critical challenges that limit broad commercialization of proton exchange membrane fuel cells(PEMFC)is to reduce the usage of Pt while maintaining high power output and sufficient durability.Herein,a novel ... One of the critical challenges that limit broad commercialization of proton exchange membrane fuel cells(PEMFC)is to reduce the usage of Pt while maintaining high power output and sufficient durability.Herein,a novel bifunctional layer consisting of vertically aligned carbon nanotubes(VACNTs)and nanoparticles of Pt-Co catalysts(Pt-Co/VACNTs)is reported for highperformance PEMFCs.Readily prepared by a two-step process,the Pt-Co/VACNTs layer with a hydrophilic catalyst-loaded side and a hydrophobic gas diffusion side enables a PTFE-free electrode structure with fully exposed catalyst active sites and superior gas–water diffusion capability.When tested in a PEMFC,the bi-functional Pt-Co/VACNTs layer with ultralow Pt loading(~65μgcathodecm-2)demonstrates a power density of 19.5 kW gPt cathode-1 at 0.6 V,more than seven times that of a cell with commercial Pt/C catalyst(2.7 kW gPt cathode-1 at 0.6 V)at a loading of 400μgcathodecm-2 tested under similar conditions.This remarkable design of VACNTs-based catalyst with dual functionalities enables much lower Pt loading,faster mass transport,and higher electrochemical performance and stability.Further,the preparation procedure can be easily scaled up for low-cost fabrication and commercialization. 展开更多
关键词 bi-functional layer hydrophilic-hydrophobic janus proton exchange membrane fuel cells vertically aligned carbon nanotube arrays
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Ultrasmall AuPd nanoclusters on amine-functionalized carbon blacks as high-performance bi-functional catalysts for ethanol electrooxidation and formic acid dehydrogenation 被引量:1
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作者 Yuhuan Cui Ming Zhao +4 位作者 Yining Zou Junyu Zhang Jiuhui Han Zhili Wang Qing Jiang 《Journal of Energy Chemistry》 SCIE EI CAS CSCD 2022年第5期556-563,共8页
The synthesis of ultrasmall metal nanoclusters(NCs) with high catalytic activities is of great importance for the development of clean and renewable energy technologies but remains a challenge. Here we report a facile... The synthesis of ultrasmall metal nanoclusters(NCs) with high catalytic activities is of great importance for the development of clean and renewable energy technologies but remains a challenge. Here we report a facile wet-chemical method to prepare ~1.0 nm Au Pd NCs supported on amine-functionalized carbon blacks. The Au Pd NCs exhibit a specific activity of 5.98 mA cm_(AuPd)^(-2)and mass activity of 5.25 A mg_(auPd)^(-1) for ethanol electrooxidation, which are far better than those of commercial Pd/C catalysts(1.74 mAcm_(AuPd)^(-2) and 0.54 A mg_(Pd)^(-1) ). For formic acid dehydrogenation, the Au Pd NCs have an initial turn over frequency of 49339 h^(-1) at 298 K without any additive, which is much higher than those obtained for most of reported Au Pd catalysts. The reported synthesis may represent a facile and low-cost approach to prepare other ultrasmall metal NCs with high catalytic activities for various applications. 展开更多
关键词 Ethanol electrooxidation Formic acid dehydrogenation AuPd NANOCLUSTERS bi-functional catalyst
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Photorefractivity in a Bi-functional Polymer Nanocomposites Sensitized by CdS Nanoparticle
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作者 丁莉芸 《Journal of Wuhan University of Technology(Materials Science)》 SCIE EI CAS 2010年第4期550-554,共5页
We report an organic/inorganic hybridized nanocomposite consisting of a bi-functional poly(N-vinyl)-3-[p-nitrophenylazo]carbazolyl serves as a polymeric charge-transporting and second-order nonliner optical matrix, ... We report an organic/inorganic hybridized nanocomposite consisting of a bi-functional poly(N-vinyl)-3-[p-nitrophenylazo]carbazolyl serves as a polymeric charge-transporting and second-order nonliner optical matrix, and CdS nanoparticles as photosensitizers to manifest photorefractive (PR) effect. The unpoled PVNPAK film exhibits a second harmonic generation (SHG) coefficient of 4.7 pm/V due to the possibility of self-alignment of the azo chromophore. Significant enhancement of photoconductivity is noticed with the increase of CdS nanoparticles concentration. The photorefractive property of the polymer nanocomposites were determined by two-beam coupling (TBC) experiment. The TBC gain and diffraction efficiency of 11.89 cm-1 and 3.2% were obtained for PVNPAK/CdS at zero electrical field. 展开更多
关键词 organic/inorganic hybridized bi-functional polymer photorefractive effect CdS nanoparticles
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Structural Design and Property Characterization of Bi-functional Photorefractive Polymer
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作者 Yi Wang CHEN Yuan Kang HE +2 位作者 Hui Ying CHEN Feng WANG Qi Huang GONG (College of Chemistry and Molecular Engineering, Peking University. Beijing 100871)(Physical Department. Peking University. Beijing 100871) 《Chinese Chemical Letters》 SCIE CAS CSCD 1999年第8期667-670,共4页
A novel bi-functional photorefractive acrylate polymer with pendant carbazolyl groups and azo derivatives as side chains was synthesized. Photorefractive experiments showed a high two-beam coupling gain coefficient of... A novel bi-functional photorefractive acrylate polymer with pendant carbazolyl groups and azo derivatives as side chains was synthesized. Photorefractive experiments showed a high two-beam coupling gain coefficient of 93 cm(-1), diffraction efficiency of 12% and electro-optic coefficient of 26 pm/V were obtained. 展开更多
关键词 acrylate polymer bi-functional polymer photorefractive material
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One-step growth of the interconnected carbon nanotubes/graphene hybrids from cuttlebone-derived bi-functional catalyst for lithium-ion batteries
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作者 Yan Zhong Kuan Deng +5 位作者 Jie Zheng Tingting Zhang Peng Liu Xingbin Lv Wen Tian Junyi Ji 《Journal of Materials Science & Technology》 SCIE EI CAS CSCD 2023年第18期205-213,共9页
Carbon nanotubes/graphene hybrid materials with excellent physicochemical properties can be widely ap-plied in the fields of energy storage,electrocatalysis,sensing,etc.Reducing the self-stacking and achiev-ing covale... Carbon nanotubes/graphene hybrid materials with excellent physicochemical properties can be widely ap-plied in the fields of energy storage,electrocatalysis,sensing,etc.Reducing the self-stacking and achiev-ing covalent interaction between carbon nanotubes and graphene are important to ensure a stable hi-erarchical architecture and effective mass transfer.Herein,we propose a one-step strategy to synthesize 3D interconnected carbon nanotubes/graphene hybrids on the easy-to-remove biomass-derived substrate.The calcined natural cuttlebone as bi-functional catalyst precursor can simultaneously grow carbon nan-otubes and graphene by one-step chemical vapor deposition without the addition of extra metal catalysts,while the interconnected structure can act as the porous template for graphene growth.The simultane-ous growth process can obtain covalent bonding between carbon nanotubes and graphene,while the crystalline quality and interlayer space can be adjusted by different carbon sources and growth parame-ters(e.g.,temperature).The one-step grown carbon nanotubes/graphene hybrids with seamless interfaces and hierarchical interconnected 3D structure can effectively enhance the electron transfer as well as the electrolyte infiltration efficiency.When utilized as lithium-ion batteries(LIBs)anode,a high specific ca-pacity(544 mAh g^(-1) at 0.1 A g^(-1)),good rate capability(200 mAh g^(-1) at 6.4 A g^(-1) with an ultrashort charge time of 113 s),and excellent cyclic stability can be achieved.This simple and one-step carbon nanotubes/graphene hybrids fabrication strategy can be easily scale-up and applied in various fields. 展开更多
关键词 Cuttlebone biomass Carbon nanotube/graphene hetero-junction bi-functional catalyst Chemical vapor deposition Lithium-ion batteries
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New Kinetic Computerized Model for Multicomponent Mass Transfer in Bi-Functional Matrix of NanoComposites
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作者 Anatoliy Kalinitchev 《Advances in Nanoparticles》 2013年第2期191-203,共13页
The aim of this theoretical investigation is the description of the multicomponent mass transfer process in the Nano- Composites (NC)—novel materials with the bi-functional matrix. The new theoretical NC Model is ass... The aim of this theoretical investigation is the description of the multicomponent mass transfer process in the Nano- Composites (NC)—novel materials with the bi-functional matrix. The new theoretical NC Model is assigned for the modern theoretical investigations of the multicomponent mass transfer kinetics in the bi-functional NC materials. This NC Model for the multicomponent mass transfer in the bi-functional NC matrix includes into the consideration the proposed key conception—two co-existing routes: I—chemical reactions onto the active NC centers-sites, and II—diffusion mass transfer inside the bi-functional NC matrix. All the results are presented in the terms of the additional key concept: propagating multicomponent concentration waves (W+) in the NC matrix. The used W+ concept for the description of the multicomponent NC mass transfer kinetics give the clear interpretation of the computerized results. The mass transfer process in the NC matrix has been described theoretically by computerized simulation. The results of the calculations are new and illustrated by author’s animations showing visually the propagation of the multicomponent concentration waves (W) inside the various NC matrixes: r-beads, cylindrical ro-fibers, or planar L-membranes. Two variants of modeling for mass transfer diffusion kinetics in the bi-functional NC matrixes with one (Variant 1), or two (Variant 2) dissociation-association reactions at the active nano-sites (R0) are considered theoretically. 展开更多
关键词 NANOCOMPOSITES Mass Transfer Concentration Waves Diffusion MULTICOMPONENT Kinetics bi-functional MATRIX Active Nano-Sites
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On the Kinetic of LPDME Process over Bi-Functional Catalyst in N-Hexadecane
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作者 Javad Ahmadpour Majid Taghizadeh +1 位作者 Gholam Reza Moradi Fereydoon Yaripour 《材料科学与工程(中英文B版)》 2013年第1期40-46,共7页
关键词 双功能催化剂 正十六烷 动力学过程 甲醇合成催化剂 浆态床反应器 H-ZSM-5 水煤气变换反应 脱水模型
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Bi-functional particles for integrated thermo-chemical processes:Catalysis and beyond 被引量:1
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作者 Hanke Li Chengxiong Dang +4 位作者 Guangxing Yang Yonghai Cao Hongjuan Wang Feng Peng Hao Yu 《Particuology》 SCIE EI CAS CSCD 2021年第3期10-32,共23页
Particulate materials possessing dual functionalities have received tremendous investigations in many fields,owing to their superiority over mono-functional counterparts and their potential for process integration and... Particulate materials possessing dual functionalities have received tremendous investigations in many fields,owing to their superiority over mono-functional counterparts and their potential for process integration and intensification.This review focuses on bi-functional catalytic particles which also serve as sorbents/adsorbents or heat suppliers in the scheme of various thermo-chemical processes,enabling inherent separation or energy conservation within single-step operation.Bi-functional particles applied for integration of reaction and separation including sorption-enhanced hydrogen production and integrated capture and catalytic conversion processes are reviewed in detail,providing insights into material design and key performance indicators.On the other hand,bi-functional particles applied for integration of reaction and non-thermal radiation heating,including electrothermal and photothermal assisted heterogeneously catalyzed reactions,are also reviewed,with emphasis on the material property and energy efficiency improvement.These bi-functional particles show broad adaptability and feasibility in various reactions operated in integrated and intensified schemes,affording huge potentials for further improving productivity and efficiency in thermo-chemical processes. 展开更多
关键词 bi-functional particles Thermo-chemical processes CATALYSIS Separation Energy conservation Process integration and intensification
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Conversion of phenol to cyclohexane in the aqueous phase over Ni/zeolite bi-functional catalysts 被引量:1
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作者 Jimei Zhang Fuping Tian +5 位作者 Junwen Chen Yanchun Shi Hongbin Cao Pengge Ning Shanshan Sun Yongbing Xie 《Frontiers of Chemical Science and Engineering》 SCIE EI CAS CSCD 2021年第2期288-298,共11页
A series of Ni/HZSM-5 and Ni/HIM-5 bi-functional catalysts were synthesized and applied to the aqueous-phase hydrodeoxygenation(HDO)of phenol.The Ni dispersibility and particle sizes were shown to be directly related ... A series of Ni/HZSM-5 and Ni/HIM-5 bi-functional catalysts were synthesized and applied to the aqueous-phase hydrodeoxygenation(HDO)of phenol.The Ni dispersibility and particle sizes were shown to be directly related to the porosity and crystal sizes of the parent zeolites,which further influenced the catalytic performances.The large pores and small crystal sizes of the parent zeolites were beneficial for dispersing Ni and forming small Ni particles,and the corresponding Ni/zeolite catalyst exhibited a higher phenol conversion and selectivity towards hydrocarbons.Importantly,the Ni/HIM-5 bi-functional catalyst exhibited a high activity(98.3%)and high selectivity for hydrocarbons(98.8%)when heated at 220°C for 1 h and is thus a new potential catalyst for the HDO of phenolics to form hydrocarbons in the aqueous phase. 展开更多
关键词 aqueous-phase hydrodeoxygenation PHENOL hydrocarbons Ni/HIM-5 bi-functional catalyst
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基于双层规划的城市轨道交通运营中期票价制定方法研究
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作者 康拥政 陈曦 《铁道运输与经济》 北大核心 2025年第9期127-134,共8页
城市轨道交通作为居民主要的出行方式之一,其票价合理性直接影响着人们是否选择这种交通方式。为了探索制定轨道交通运营中期的合理定价策略,建立旨在实现居民出行效用最大化和运营成本最小化的双层规划定价模型。通过分析国内外定价方... 城市轨道交通作为居民主要的出行方式之一,其票价合理性直接影响着人们是否选择这种交通方式。为了探索制定轨道交通运营中期的合理定价策略,建立旨在实现居民出行效用最大化和运营成本最小化的双层规划定价模型。通过分析国内外定价方面研究现状,总结现有研究的不足之处,并对现有票制和票价方案进行综合分析,构建居民出行效用函数,对影响因素进行量化,建立双层规划模型。基于实际工程案例进行求解验证,发现轨道交通运营的经济效益随票价的增长而增大,但增长到一定程度后又会随之下降,得到能够使出行者和轨道交通运营企业都能接受的票价方案,为城市轨道交通的定价提供理论依据。研究结果有助于优化轨道交通的票价策略,提升其服务水平,促进城市可持续发展。 展开更多
关键词 轨道交通 票价制定 票制选择 双层规划 效用函数
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王弼的体用论及其无为思想
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作者 陈徽 《中州学刊》 北大核心 2025年第4期113-122,共10页
在王弼的思想体系中,体用论处于基础性地位,是我们准确把握他的诸如道物(现象)关系、无为和心性功夫等思想的基本依据。就治道来说,王弼既推崇道家的无为之治,又试图融摄儒家的有为之术,故其所谓“无为”便具有两种义涵:一谓治者纯粹效... 在王弼的思想体系中,体用论处于基础性地位,是我们准确把握他的诸如道物(现象)关系、无为和心性功夫等思想的基本依据。就治道来说,王弼既推崇道家的无为之治,又试图融摄儒家的有为之术,故其所谓“无为”便具有两种义涵:一谓治者纯粹效法道体,“以无为心”“以无为用”,摒弃一切有为之举,是曰“崇本息末”;二谓治者基于“有生于无”之理,以道家的无为吸纳、统摄儒家的有为之术,是曰“崇本举末”(或“守母存子”)。与上述无为思想相应,王弼还提出了“舍己”的功夫论:它以“无欲”为核心,以复归心体虚无的本来状态为指向。至于“性其情”,它原非指一种独立的涵养功夫,本意是强调性与其所发之情的一体相洽性。 展开更多
关键词 王弼 体用论 无为 舍己功夫 性其情
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初始几何缺陷对含裂纹的双向功能梯度梁振动特性研究
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作者 史迎辉 唐怀平 赵英治 《应用数学和力学》 北大核心 2025年第9期1147-1157,共11页
基于Timoshenko梁理论,考虑初始几何缺陷与裂纹,利用Hamilton原理推导了含初始几何缺陷与裂纹的双向功能梯度梁的振动控制方程,使用无质量扭转弹簧模型模拟裂纹,采用微分求积法对结构控制方程求解.探究了初始几何缺陷类型、几何缺陷的... 基于Timoshenko梁理论,考虑初始几何缺陷与裂纹,利用Hamilton原理推导了含初始几何缺陷与裂纹的双向功能梯度梁的振动控制方程,使用无质量扭转弹簧模型模拟裂纹,采用微分求积法对结构控制方程求解.探究了初始几何缺陷类型、几何缺陷的无量纲振幅、裂纹深度等因素对梁结构自由振动无量纲频率的影响.结果表明:在一定轴向功能梯度指标下,无量纲基频随初始几何缺陷无量纲振幅增大而增大,随裂纹深度的增加而减小,且全局缺陷对无量纲基频的影响要大于正弦缺陷. 展开更多
关键词 双向功能梯度梁 初始几何缺陷 裂纹 无质量扭转弹簧 微分求积法
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浮空器平台海雾背景下红外偏振特性分析及作用距离建模
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作者 叶敏锐 崔文楠 +1 位作者 黄夏阳 张涛 《红外与毫米波学报》 北大核心 2025年第3期459-468,共10页
研究旨在通过仿真实验揭示红外偏振成像系统在浮空器平台海雾背景下的探测优势。首先,基于偏振双向反射分布函数,分析了偏振特性随观测角度变化的规律,研究结果表明红外偏振在浮空器斜视成像中的适用性。其次,借助蒙特卡罗方法和最小可... 研究旨在通过仿真实验揭示红外偏振成像系统在浮空器平台海雾背景下的探测优势。首先,基于偏振双向反射分布函数,分析了偏振特性随观测角度变化的规律,研究结果表明红外偏振在浮空器斜视成像中的适用性。其次,借助蒙特卡罗方法和最小可分辨温差(Minimum Resolvable Temperature Difference,MRTD)模型,构建了红外偏振成像系统的最大作用距离模型,从而验证了红外偏振成像相较于红外强度成像在海雾背景下特征保持和探测距离上存在优势。为红外偏振技术在浮空器平台上的部署应用,提供了理论分析和仿真依据。 展开更多
关键词 红外偏振 作用距离模型 偏振双向反射分布函数 蒙特卡罗方法 浮空器平台
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基于Bi‑LSTM和时序注意力的异常心音检测 被引量:1
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作者 卢官明 蔡亚宁 +3 位作者 卢峻禾 戚继荣 王洋 赵宇航 《南京邮电大学学报(自然科学版)》 北大核心 2025年第1期12-20,共9页
异常心音检测是对心脏病进行初步诊断的一种有效而方便的方法。为提升异常心音的检测性能,提出了一种基于双向长短时记忆网络(Bi⁃directional Long Short⁃Term Memory,Bi⁃LSTM)和时序注意力的异常心音检测算法。首先对心音片段进行分帧... 异常心音检测是对心脏病进行初步诊断的一种有效而方便的方法。为提升异常心音的检测性能,提出了一种基于双向长短时记忆网络(Bi⁃directional Long Short⁃Term Memory,Bi⁃LSTM)和时序注意力的异常心音检测算法。首先对心音片段进行分帧处理,使用平均幅度差函数(Average Magnitude Difference Function,AMDF)和短时过零率(Short⁃Time Zero⁃Crossing Rate,STZCR)提取每帧心音信号的初始特征;然后将它们拼接后作为Bi⁃LSTM的输入,并引入时序注意力机制,挖掘特征的长期依赖关系,提取心音信号的上下文时域特征;最后通过Softmax分类器,实现正常/异常心音的分类。在PhysioNet/CinC Challenge 2016提供的心音公共数据集上对所提出的算法使用10折交叉验证法进行了评估,其准确度、灵敏度、特异性、精度和F1评分分别为0.9579、0.9364、0.9642、0.8838和0.9093,优于已有的其他算法。实验结果表明,该算法在无需进行心音分段的基础上就能有效实现异常心音检测,在心血管疾病的临床辅助诊断中具有潜在的应用前景。 展开更多
关键词 心音分类 平均幅度差函数 短时过零率 双向长短时记忆网络 时序注意力机制
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顺序电沉积策略制备铜铁复合双功能电催化剂的研究
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作者 刘庆华 李心颖 李丽 《现代化工》 北大核心 2025年第4期213-217,共5页
为改善铁在电催化水分解过程中导电性差的问题,通过顺序电沉积策略制备铜铁复合双功能电催化剂,并探究电沉积顺序对导电性和催化性能的影响。利用电化学沉积法在泡沫镍基底(NF)上制备了5种不同的催化剂(Fe/NF、Cu/NF、Cu/Fe/NF、Fe/Cu/N... 为改善铁在电催化水分解过程中导电性差的问题,通过顺序电沉积策略制备铜铁复合双功能电催化剂,并探究电沉积顺序对导电性和催化性能的影响。利用电化学沉积法在泡沫镍基底(NF)上制备了5种不同的催化剂(Fe/NF、Cu/NF、Cu/Fe/NF、Fe/Cu/NF和(Fe+Cu)/NF),并进行形貌和性能分析。SEM表征结果表明,沉积的铁纳米片层具有高度有序的3D开放网络结构,可为后续铜沉积提供稳定的附着点。电化学测试结果表明,与Fe/Cu/NF和(Fe+Cu)/NF相比,Cu/Fe/NF具有更好的电催化活性和稳定性。在二电极测试中,Cu/Fe/NF可在1.65 V的低电压下进行碱性全水解,表现出优异的双功能催化效果。 展开更多
关键词 顺序电沉积 铜铁复合材料 双功能电催化剂 水分解 导电性
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基于SBE-YOLO的煤矸目标识别方法
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作者 李平 张磊 +1 位作者 孙志鹏 蔺波 《山西冶金》 2025年第7期109-113,共5页
针对传统带式输送机煤矸识别方法存在检测精度不高、实时性差、煤矸目标定位不准确和效率低等问题,提出了一种基于SBE-YOLO模型的煤矸目标识别方法。该模型以YOLOv8为基线模型,首先引入了SimAM注意力机制,增强了模型对煤矸目标特征的关... 针对传统带式输送机煤矸识别方法存在检测精度不高、实时性差、煤矸目标定位不准确和效率低等问题,提出了一种基于SBE-YOLO模型的煤矸目标识别方法。该模型以YOLOv8为基线模型,首先引入了SimAM注意力机制,增强了模型对煤矸目标特征的关注度,提高了检测精度;之后引入Bi FPN机制帮助模型衡量不同输入特征的重要性,通过跨越式融合方法提高模型对不同尺度特征的融合效率;最后使用EIOU替换CIOU边界框损失函数,提升了煤矸目标混杂情况下的定位能力。实验结果表明:SBE-YOLO与YOLOv8模型相比,其检测精度和检测实时性提高幅度分别达2.0%和12.5%,参数量降低了11.1%。通过与YOLOv3、YOLOv5、YOLOv7和YOLOv9等检测模型相比,SBE-YOLO模型的综合性能表现最佳,有效改善了漏检情况,其能够满足在噪声干扰、低照度、运动模糊等复杂场景下对煤矸目标的有效识别,为传统的带式输送机煤矸识别提供一种技术手段。 展开更多
关键词 煤矸识别 YOLOv8 SimAM Bi FPN 损失函数
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带有光滑ϵ-迹函数的双层张量补全模型
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作者 南佳琨 王川龙 《工程数学学报》 北大核心 2025年第2期329-342,共14页
提出了一种新的张量补全模型,即用光滑ϵ-迹函数来代替核范数的双层优化模型。在新模型中,不需要在每次迭代时对张量的所有模式矩阵进行奇异值分解,最多需要两次奇异值分解,有效减少了张量全部模展开带来的较大计算量,提高了计算效率。最... 提出了一种新的张量补全模型,即用光滑ϵ-迹函数来代替核范数的双层优化模型。在新模型中,不需要在每次迭代时对张量的所有模式矩阵进行奇异值分解,最多需要两次奇异值分解,有效减少了张量全部模展开带来的较大计算量,提高了计算效率。最后,通过随机张量补全和图像修复的数值实验结果表明,与传统的核范数模型相比,所提出的极小极小和极小极大组合模型双层优化具有较少的CPU时间和较好的精度。 展开更多
关键词 张量补全 双层优化 ϵ-迹函数 极小极小 极小极大
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生理环境下双α-丙氨酸螯合钙消除羟自由基的反应机制 被引量:1
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作者 王月囡 张雪娇 +5 位作者 杨应 赵宇 吴铁丽 姜春旭 王佐成 赵红迪 《南开大学学报(自然科学版)》 北大核心 2025年第4期108-119,共12页
采用密度泛函理论的M06-2X和MN15方法,研究了生理环境(水液相、1.013×10^(5)Pa、310.15 K)下双丙氨酸螯合二价钙[α-Ala_(2)→Ca^(2+),缩写:α-A_(2)→Ca^(2+)]消除羟基自由基(OH)的反应机理.研究发现,α-A_(2)→Ca^(2+)与OH的反... 采用密度泛函理论的M06-2X和MN15方法,研究了生理环境(水液相、1.013×10^(5)Pa、310.15 K)下双丙氨酸螯合二价钙[α-Ala_(2)→Ca^(2+),缩写:α-A_(2)→Ca^(2+)]消除羟基自由基(OH)的反应机理.研究发现,α-A_(2)→Ca^(2+)与OH的反应有抽氢、加成和电子转移3个通道.势能面研究表明:OH与α-A2→Ca^(2+)的抽H反应自由能垒在13.2至56.8 k J/mol之间;OH与α-A_(2)→Ca^(2+)的加成反应自由能垒在61.0至66.2 kJ/mol之间;电子从α-A_(2)→Ca^(2+)向OH转移反应的自由能垒是179.0 k J/mol.结果表明,在生命体内α-A_(2)→Ca^(2+)可通过向OH提供H原子以及OH与C的加成过程消除OH,双丙氨酸螯合钙具有较好的清除羟自由基能力. 展开更多
关键词 双丙氨酸螯合钙 羟自由基 密度泛函理论 自洽反应场理论 过渡态 电子转移 自由能垒
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计及电解槽多模式运行制氢策略的微电网双层容量规划
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作者 宋维山 谢丽蓉 +3 位作者 张龙军 卞一帆 胡超 刘一鸣 《智慧电力》 北大核心 2025年第10期44-53,共10页
针对可再生能源的波动性与不确定性,以及氢储能在跨季节长时间储能方面的优势与波动工况对电解槽运行寿命的影响,提出了一种考虑电解槽梯度组合与混合工况制氢策略的微电网双层容量规划方法。首先,采用多元Copula函数表征源荷相关性,建... 针对可再生能源的波动性与不确定性,以及氢储能在跨季节长时间储能方面的优势与波动工况对电解槽运行寿命的影响,提出了一种考虑电解槽梯度组合与混合工况制氢策略的微电网双层容量规划方法。首先,采用多元Copula函数表征源荷相关性,建立基于季节性源荷不确定性的典型场景;其次,结合年历史净负荷功率概率分布特性与碱性电解槽运行特性,构建电解槽组合梯度容量约束及多级混合工况制氢策略。在此基础上,建立上层以储能设备配置总成本最低、下层以年运行成本最小为目标的双层容量规划模型。最后,通过算例分析验证所提方法的有效性。结果表明,所提策略能够提升系统经济性及电解槽制氢效率,并有效抑制功率波动对电解槽运行的不利影响。 展开更多
关键词 电解槽组合 多元Copula函数 混合工况 双层容量规划
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