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Rational design and energy catalytic application of high-loading single-atom catalysts 被引量:1
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作者 Zi-Wei Deng Yue Liu +1 位作者 Jie Lin Wen-Xing Chen 《Rare Metals》 SCIE EI CAS CSCD 2024年第10期4844-4866,共23页
It is well known that single-atom catalysts(SACs)have become a hot topic in the field of catalysis due to their advantages such as 100%metal atom utilization efficiency,high catalytic activity and selectivity compared... It is well known that single-atom catalysts(SACs)have become a hot topic in the field of catalysis due to their advantages such as 100%metal atom utilization efficiency,high catalytic activity and selectivity compared with conventional catalysts and nanocatalysts.However,the isolated metal atoms on SACs have thermodynamic instability and tend to agglomerate,which limit their catalytic performance.Therefore,it is of great significance to synthesize stable and high-loading single-atom catalysts(HLSACs).In this paper,we review the research progress of HLSACs from two aspects:design and application.Firstly,we comprehensively introduce the synthesis strategies of HLSACs,namely,top-down and bottom-up methods.Secondly,we overview the application status of HLSACs in three fields:electrocatalysis,thermal catalysis and photocatalysis.Finally,we summarize the development prospects and challenges of HLSACs. 展开更多
关键词 high-loading single-atom catalysts Design ELECTROCATALYSIS Thermal catalysis PHOTOCATALYSIS
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Efficiency of high-loaded nickel catalysts modified by Mg in hydrogen storage/extraction using quinoline/decahydroquinoline pair as LOHC substrates
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作者 Anton P.Koskin Jingsong Zhang +9 位作者 Olga B.Belskaya Olga A.Bulavchenko Darya A.Konovalova Sergey A.Stepanenko Arkadiy V.Ishchenko Irina G.Danilova Vyacheslav L.Yurpalov Yurii V.Larichev Roman G.Kukushkin Petr M.Yeletsky 《Journal of Magnesium and Alloys》 SCIE EI CAS CSCD 2024年第8期3245-3263,共19页
An effect of Mg introduction on efficiency of high-loaded nickel catalysts in dehydrogenation of decahydroquinoline(10HQ)was inves-tigated.10HQ dehydrogenation is key process for the liquid organic hydrogen carrier(LO... An effect of Mg introduction on efficiency of high-loaded nickel catalysts in dehydrogenation of decahydroquinoline(10HQ)was inves-tigated.10HQ dehydrogenation is key process for the liquid organic hydrogen carrier(LOHC)storage technology using the quinoline/10HQ pair as H_(2)-lean/H_(2)-rich substrates.An influence of synthesis technique of Ni/Mg/Al catalysts on their properties has been demonstrated.The catalysts were synthesized through coprecipitation of Ni,Mg,Al precursors to obtain layered double hydroxides(LDH)or via syn-thesis of(∼72 wt%)Ni-Al_(2)O_(3) system-also through coprecipitation,followed by modifying with a magnesium-containing precursor.For the catalysts of the first series,the inclusion of magnesium into LDH lattice led to a significant increase in catalytic activity in hydrogen extraction(10HQ dehydrogenation reaction).Despite the decrease in the content of catalytically active nickel,a significant increase in the yield of the dehydrogenation product was observed.This regularity is presumably associated with appearance of basic sites,that accelerates the dehydrogenation reaction.In the case of the second series,activity of pre-reduced(600°C,H_(2))catalysts in dehydrogenation of 10HQ also significantly depends on a MgO content and is maximal at Mg:Ni weight ratio 0.056.Using an in-depth study of structure of the original and reduced catalyst samples(Ni-Al_(2)O_(3) and Ni-MgNiOx-Al_(2)O_(3)),it was shown that this regularity is associated with the increased resistance of catalytically active Ni particles to agglomeration during the reductive activation.Also,using the Ni-MgNiOx-Al_(2)O_(3)catalyst for hydrogen storage process(hydrogenation reaction),the possibility of deep quinoline hydrogenation(up to 10HQ)in a flow-type reactor was demonstrated for the first time. 展开更多
关键词 Mg-modified catalysts high-loaded nickel catalyst Layered double hydroxides Hydrogen storage LOHC DEHYDROGENATION
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In Situ-Constructed Li_(x)MoS_(2)with Highly Exposed Interface Boosting High-Loading and Long-Life Cathode for All-Solid-State Li-S Batteries
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作者 Hao Li Rui Wang +4 位作者 Jiangping Song Dan Liu Hongyang Gao Yimin Chao Haolin Tang 《Energy & Environmental Materials》 SCIE EI CAS CSCD 2024年第4期163-174,共12页
As the persistent concerns regarding sluggish reaction kinetics and insufficient conductivities of sulfur cathodes in all-solid-state Li-S batteries(ASSLSBs),numerous carbon additives and solid-state electrolytes(SSEs... As the persistent concerns regarding sluggish reaction kinetics and insufficient conductivities of sulfur cathodes in all-solid-state Li-S batteries(ASSLSBs),numerous carbon additives and solid-state electrolytes(SSEs)have been incorporated into the cathode to facilitate ion/electron pathways around sulfur.However,this has resulted in a reduced capacity and decomposition of SSEs.Therefore,it is worth exploring neotype sulfur hosts with electronic/ionic conductivity in the cathode.Herein,we present a hybrid cathode composed of few-layered S/MoS_(2)/C nanosheets(<5 layers)that exhibits high-loading and long-life performance without the need of additional carbon additives in advanced ASSLSBs.The multifunctional MoS_(2)/C host exposes the abundant surface for intimate contacting sites,in situ-formed LixMoS_(2)during discharging as mixed ion/electron conductive network improves the S/Li2S conversion,and contributes extra capacity for the part of active materials.With a high active material content(S+MoS_(2)/C)of 60 wt%in the S/MoS_(2)/C/Li_(6)PS_(5)Cl cathode composite(the carbon content is only~3.97 wt%),the S/MoS_(2)/C electrode delivers excellent electrochemical performance,with a high reversible discharge capacity of 980.3 mAh g^(-1)(588.2 mAh g^(-1)based on the whole cathode weight)after 100 cycles at 100 mA g^(-1).The stable cycling performance is observed over 3500 cycles with a Coulombic efficiency of 98.5%at 600 mA g^(-1),while a high areal capacity of 10.4 mAh cm^(-2)is achieved with active material loading of 12.8 mg cm^(-2). 展开更多
关键词 all-solid-state lithium-sulfur batteries conversion/intercalation high-loading and long-life low carbon content mixed ionic/electronic conductivities
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Effects of Boundary Layer Suction on Aerodynamic Performance in a High-load Compressor Cascade 被引量:10
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作者 郭爽 陈绍文 +2 位作者 宋彦萍 宋宇飞 陈浮 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2010年第2期179-186,共8页
This article is aimed to experimentally validate the beneficial effects of boundary layer suction on improving the aerodynamic performance of a compressor cascade with a large camber angle. The flow field of the casca... This article is aimed to experimentally validate the beneficial effects of boundary layer suction on improving the aerodynamic performance of a compressor cascade with a large camber angle. The flow field of the cascade is measured and the ink-trace flow visualization is also presented. The experimental results show that the boundary layer suction reduces losses near the area of rnidspan in the cascade most effectively for all suction cases under test. Losses of the endwall could remarkably decrease only when the suction is at the position where the boundary layer has separated but still not departed far away from the blade surface. It is evidenced that the higher suction flow rate and the suction position closer to the trailing edge result in greater reduction in losses and the maximum reduction in the total pressure loss accounts to 16.5% for all cases. The suction position plays a greater role in affecting the total pressure loss than the suction flow rate does. 展开更多
关键词 TURBOMACHINERY boundary layer suction high-load diffusion cascade experimental investigation
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A combined application of micro-vortex generator and boundary layer suction in a high-load compressor cascade 被引量:15
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作者 Shan MA Wuli CHU +2 位作者 Haoguang ZHANG Xiangjun LI Haiyang KUANG 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2019年第5期1171-1183,共13页
In the current study, the effects of a combined application between micro-vortex generator and boundary layer suction on the flow characteristics of a high-load compressor cascade are investigated. The micro-vortex ge... In the current study, the effects of a combined application between micro-vortex generator and boundary layer suction on the flow characteristics of a high-load compressor cascade are investigated. The micro-vortex generator with a special configuration and the longitudinal suction slot are adopted. The calculated results show that a reverse flow region, which is considered the main reason for occurring stall at 7.9° incidence, grows and collapses rapidly near the leading edge and leads to two critical points occurring on the end-wall with the increasing incidence in the baseline. As the micro-vortex generator is introduced in the baseline cascade, the corner separation is switched to a trailing edge separation by the thrust from the induced vortex. Meanwhile, the occurrence of failure is delayed due to the mixed low energy fluid and main flow. The synergistic effects between the micro-vortex generator and the boundary layer suction on the performance of the cascade are superior to the baseline at all the incidence conditions before the occurrence of failure, and the sudden deterioration of the cascade occurs at 10.3° incidence. The optimal results show that the farther upstream suction position, the lower total pressure loss of the cascade with vortex generator at the near stall condition. Moreover, the induced vortex with a leg can migrate the accumulated low energy fluid backward to delay the occurrence of stall. 展开更多
关键词 Boundary layer SUCTION Flow control strategies high-load COMPRESSOR CASCADE Numerical simulations VORTEX generators
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Fabricating high-loading Fe-N4 single-atom catalysts for oxygen reduction reaction by carbon-assisted pyrolysis of metal complexes 被引量:1
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作者 Jun-Sheng Jiang He-Lei Wei +3 位作者 Ai-Dong Tan Rui Si Wei-De Zhang Yu-Xiang Yu 《Chinese Journal of Catalysis》 SCIE EI CAS CSCD 2021年第5期753-761,共9页
Iron-based single-atom catalysts with nitrogen-doped carbon as support(Fe-SA/NPC)are considered effective alternatives to replace Pt-group metals for scalable application in fuel cells.However,synthesizing high-loadin... Iron-based single-atom catalysts with nitrogen-doped carbon as support(Fe-SA/NPC)are considered effective alternatives to replace Pt-group metals for scalable application in fuel cells.However,synthesizing high-loading Fe-SA catalysts by a simple procedure remains challenging.Herein,we report a high-loading(7.5 wt%)Fe-SA/NPC catalyst prepared by carbon-assisted pyrolysis of metal complexes.Both the nitrogen-doped porous carbon(NPC)support with high specific surface area and ο-phenylenediamine(o-PD)play key roles role in the preparation of high-loading Fe-SA/NPC catalysts.The results of X-ray photoelectron spectroscopy,high-angle annular dark-field scanning transmission electron microscopy,and X-ray absorption fine structure spectroscopy experiments show that the Fe atoms are anchored on the carbon carriers in a single-atom site configuration and coordinated with four of the doped nitrogen atoms of the carbon substrates(Fe-N_(4)).The activities of the Fe-SA/NPC catalysts in the oxygen reduction reaction increased with increasing iron loading.The optimized 250Fe-SA/NPC-800 catalyst exhibited an onset potential 0.97 V of and a half-wave potential of 0.85 V.Our study provides a simple approach for the large-scale synthesis of high-loading single-atom catalysts. 展开更多
关键词 Fe-N_(4)single-atom catalysts Oxygen reduction reaction high-loading Coordinated effect Four-electron transfer process
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LiTFSI salt concentration effect to digest lithium polysulfides for high-loading sulfur electrodes 被引量:1
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作者 Jin-Kwang Song Moonsoo Kim +1 位作者 Seongbae Park Young-Jun Kim 《Journal of Energy Chemistry》 SCIE EI CAS CSCD 2023年第3期574-581,I0015,共9页
Sulfur utilization improvement and control of dissolved lithium polysulfide(LiPS;Li_(2)S x,2<x≤8)are cru-cial aspects of the development of lithium-sulfur(Li-S)batteries,especially in high-loading sulfur elec-trode... Sulfur utilization improvement and control of dissolved lithium polysulfide(LiPS;Li_(2)S x,2<x≤8)are cru-cial aspects of the development of lithium-sulfur(Li-S)batteries,especially in high-loading sulfur elec-trodes and low electrolyte/sulfur(E/S)ratios.The sluggish reaction in the low E/S ratio induces poor LiPS solubility and unstable Li_(2)S electrodeposition,resulting in limited sulfur utilization,especially under high-loading sulfur electrode.In this study,we report on salt concentration effects that improve sulfur utilization with a high-loading cathode(6 mgs ulfurcm^(-2)),a high sulfur content(80 wt%)and a low E/S ratio(5 m L gs ulfur^(-1)).On the basis of the rapid LiPS dissolving in a low concentration electrolyte,we estab-lished that the quantity of Li_(2)S electrodeposition from a high Li+diffusion coefficient,referring to the reduction of LiPS precipitation,was significantly enhanced by a faster kinetic.These results demonstrate the importance of kinetic factors for the rate capability and cycle life stability of Li-S battery electrolytes through high Li_(2)S deposition under high-loading sulfur electrode. 展开更多
关键词 Lithium-sulfur battery Electrolyte concentration Li2S deposition high-loading sulfur electrode
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Synthesis techniques, mechanism, and prospects of high-loading single-atom catalysts for oxygen reduction reactions 被引量:1
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作者 Mingyuan Pang Min Yang +9 位作者 Haohao Zhang Yuqing Shen Zhen Kong Jiajia Ye Chaoyue Shan Ying Wang Juan An Wensi Li Xing Gao Jibin Song 《Nano Research》 SCIE EI CSCD 2024年第11期9371-9396,共26页
The importance of the oxygen reduction reaction (ORR) in fuel cells and zinc-air batteries is self-evident, and effective catalysts could significantly improve the catalytic efficiency of ORR. Single-atom catalysts ar... The importance of the oxygen reduction reaction (ORR) in fuel cells and zinc-air batteries is self-evident, and effective catalysts could significantly improve the catalytic efficiency of ORR. Single-atom catalysts are gaining increasing interest due to their high atom efficiency and effective catalytic performance compared to other catalyst types. While the optimal loading of catalytic sites in single-atom catalysts significantly influences their catalytic efficiency. However, creating stable single-atom catalysts with high-loading remains a difficult task. Therefore, we showcase and describe the latest developments in techniques for producing single-atom catalysts with high-loadings. In addition, the performance of noble metal, non-precious metal, and diatomic catalysts in ORR processes is summarized. What’s more, the key difficulties and opportunities in the sector are demonstrated by examining the synthesis techniques and evaluating the performance and structure. This review will help researchers to advance the research process of high-loading single-atom catalysts and accelerate their practical application in the field of ORR research. 展开更多
关键词 oxygen reduction reaction high-loading single-atom catalysts
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转子尖部角区分离对高负荷压气机性能影响的实验与数值研究 被引量:1
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作者 于贤君 侯景韬 +1 位作者 安广丰 刘宝杰 《推进技术》 北大核心 2025年第2期67-78,共12页
为了探究转子尖部角区分离对高负荷压气机性能及内部流场的影响,以设计负荷系数为0.46的单级高负荷压气机为研究对象,通过实验与数值计算研究了转子叶尖间隙为0.6%与1.3%叶高的两种情况下高负荷压气机级特性与内部流场细节,分析了转子... 为了探究转子尖部角区分离对高负荷压气机性能及内部流场的影响,以设计负荷系数为0.46的单级高负荷压气机为研究对象,通过实验与数值计算研究了转子叶尖间隙为0.6%与1.3%叶高的两种情况下高负荷压气机级特性与内部流场细节,分析了转子尖部角区分离对于高负荷压气机性能的影响规律及其流动机制。结果表明,转子叶尖间隙为0.6%叶高时,小流量工况下转子尖部吸力面出现了明显的角区分离;而转子叶尖间隙为1.3%叶高时,小流量工况下转子尖部流动由泄漏流主导。随着小间隙下转子尖部角区分离的增强,转子尖部堵塞与损失剧烈增长;同时,由于转子吸力面径向迁移的增强,小流量工况下转子近轮毂区域损失降低、负荷升高。相应地,压气机级总压升随流量减小表现出“先平缓,再升高,最后快速下降”的特点,级效率随着小流量工况总压升的进一步升高快速下降。 展开更多
关键词 高负荷压气机 角区分离 转子 实验研究 数值模拟
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面向需求侧市场化响应交易细则的高耗能负荷需求响应控制策略 被引量:2
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作者 廖思阳 谢濠聪 +3 位作者 徐箭 孙元章 柯德平 蒋一博 《中国电机工程学报》 北大核心 2025年第5期1645-1657,I0001,共14页
建设含高比例新能源的新型电力系统对电力系统的调节灵活性提出新的要求。为充分挖掘需求侧灵活负荷资源,部分省份发布需求响应方案以引导电力用户参与削峰需求。需求侧中,高耗能工业负荷具备负荷单体容量大,功率可控性强等优点,但其参... 建设含高比例新能源的新型电力系统对电力系统的调节灵活性提出新的要求。为充分挖掘需求侧灵活负荷资源,部分省份发布需求响应方案以引导电力用户参与削峰需求。需求侧中,高耗能工业负荷具备负荷单体容量大,功率可控性强等优点,但其参与需求响应受限于负荷正常生产需求与缺乏最大化响应收益控制策略。由此,该文以电解铜工业负荷为例,提出面向需求侧市场化响应交易细则的高耗能负荷功率控制策略。首先,分析电解铜负荷工艺流程环节功率调节可行性并建立对应功率控制模型;建立电解铜工艺流程资源任务网络(resourcetask network,RTN)模型以描述负荷生产周期内生产状态,通过物料数量明确负荷功率调控边界。基于四川省需求响应实施方案交易细则,明确负荷响应收益结算机制及有效响应约束;考虑功率调控产生的额外成本,提出满足负荷生产安全与有效响应约束的最大化负荷响应收益的功率控制策略;最后,在不同情景下进行仿真,相较于仅满足中标响应需求,该文功率控制策略能够提升响应收益16%以上,并且在较长时间尺度响应中能够最大程度满足响应需求,验证该文功率控制策略的有效性,为工业负荷参与需求响应提供一种可行方案。 展开更多
关键词 高耗能负荷 需求侧响应 资源任务网络模型 调节成本 市场化响应交易细则
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高载量ZnO@C@NiCo-LDH异质结构电极的制备及其超电容性能研究
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作者 佟浩 邓玉雪 +3 位作者 李磊 陶铮 申来法 张校刚 《化学学报》 北大核心 2025年第2期110-118,共9页
超级电容器从实验室研究转化为商业化生产仍存在许多挑战,特别是实验室所用的低质量负载电极无法满足商业应用的需求.在此,提出了一种高负载的镍钴双氢氧化物基(Ni Co-LDH)超级电容器.引入高导电性的三维ZnO@C纳米棒支架,通过溶剂热、... 超级电容器从实验室研究转化为商业化生产仍存在许多挑战,特别是实验室所用的低质量负载电极无法满足商业应用的需求.在此,提出了一种高负载的镍钴双氢氧化物基(Ni Co-LDH)超级电容器.引入高导电性的三维ZnO@C纳米棒支架,通过溶剂热、高温退火、电化学沉积等方法在碳布上制备了Zn O@C@NiCo-LDH异质结构材料,实现了高达11.0 mg·cm^(-2)的负载.高导电性的Zn O@C纳米棒可以避免Ni Co-LDH纳米片的团聚并促进电子的传输.具有高容量的外层Ni Co-LDH纳米片可继续改善电极表面的电解质离子接触点,进一步提高材料的比容量.这种异质结构电极利用二者的协同作用大大提高了电荷存储能力,展现了优异的电化学性能.结果表明,组装的非对称超级电容器Zn O@C@Ni Co-LDH//AC在15 mW·cm^(-2)的功率密度下,实现了0.93 mWh·cm^(-2)的高能量密度.在10 mA·cm^(-2)的电流密度下循环5000圈后,容量保持率仍有93.6%,展现了卓越的稳定性.本工作为开展新型高质量负载电极提供了一种新思路. 展开更多
关键词 异质结构材料 超级电容器 ZNO纳米棒 镍钴双氢氧化物 高载量电极
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典型高负荷大弯角压气机叶型的标准叶栅试验
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作者 李瑞宇 蔡明 +3 位作者 欧阳波 高丽敏 刘波 刘宝杰 《航空学报》 北大核心 2025年第16期34-44,共11页
可靠、完备的压气机平面叶栅试验数据是高负荷压气机设计体系建设和数值方法准确性验证的重要前提。面向高负荷压气机设计体系建设对大弯角标准叶栅试验数据的需求,针对中国自主知识产权叶栅试验数据缺乏、已公开数据难以满足高负荷设... 可靠、完备的压气机平面叶栅试验数据是高负荷压气机设计体系建设和数值方法准确性验证的重要前提。面向高负荷压气机设计体系建设对大弯角标准叶栅试验数据的需求,针对中国自主知识产权叶栅试验数据缺乏、已公开数据难以满足高负荷设计需求以及缺乏流场品质检测导致数据难以正确使用的问题,经国家科技重大专项组研究讨论,借助于西北工业大学在平面叶栅风洞流场品质的影响机理和调控策略的研究成果,基于中国自主设计和构建的高负荷大弯角压气机叶栅NPU-28(叶型弯角43.5°、稠度1.72、扩散因子0.5),开展标准化叶栅试验研究,旨在建立现代高负荷压气机标准叶栅模型。试验获得了来流马赫数0.4、攻角-10.9°~5.1°范围内9个工况下的叶栅攻角特性、叶片表面等熵马赫数以及叶栅通道出口总压损失系数和出气角等丰富的试验数据,提供了流场品质参数(来流马赫数不确定度、轴向速度密度比以及出口周期性指数)、测量位置、试验工况和来流湍流度等完整的试验信息,目前已支撑中国压气机叶型设计体系的建设。 展开更多
关键词 压气机叶栅 平面叶栅风洞试验 高负荷 大弯角 风洞标准模型
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航天先进复合材料用特种陶瓷前驱体研究进展
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作者 胡继东 许艺芬 +5 位作者 李媛 田跃龙 李逸征 张宗波 武婧书 孙文婷 《高分子通报》 北大核心 2025年第10期1451-1462,共12页
特种陶瓷前驱体是液相浸渍裂解工艺(PIP)制备先进陶瓷基复合材料的关键,对复合材料的工艺性能和热力性能有着决定性的影响。目前航天先进复合材料的研制正朝着耐高温、高承载、抗烧蚀和低成本的方向发展,这对可耐受1600℃以上高温、具... 特种陶瓷前驱体是液相浸渍裂解工艺(PIP)制备先进陶瓷基复合材料的关键,对复合材料的工艺性能和热力性能有着决定性的影响。目前航天先进复合材料的研制正朝着耐高温、高承载、抗烧蚀和低成本的方向发展,这对可耐受1600℃以上高温、具有高陶瓷产率和优异工艺性能的特种陶瓷前驱体材料提出了迫切需求。本文重点介绍了航天先进陶瓷基复合材料用特种陶瓷前驱体研究进展,包括SiC前驱体(使用温度1500℃以上)、以Si(B)CN前驱体为代表的低成本前驱体(使用温度1400~1700℃)和超高温前驱体(使用温度2000℃以上)。对上述前驱体的合成方法、复合材料应用及其性能进行综述,阐述分子结构、元素组成等对前驱体的基本性能及其复合材料力学性能、高温抗烧蚀性能的影响,以期为新一代航天用先进陶瓷基复合材料研发提供理论指导。 展开更多
关键词 航天先进复合材料 特种陶瓷前驱体 耐高温 高承载 抗烧蚀
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满足背压机组排汽温度的最优设计 被引量:1
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作者 任伟 李伍亮 《电站系统工程》 2025年第4期54-55,共2页
对于工业园区、钢铁冶炼、石化工艺等广泛使用的背压式汽轮机,在运行中出现低负荷排汽温度高于额定设计的情况,从设计手段上进行考虑,采取多种措施,有效降低低负荷的排汽温度,减少能量浪费,同时提高机组的运行安全性。
关键词 背压式汽轮机 低负荷 排汽温度高 外置蒸冷器
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基于SVM-KNN算法的高铁行车调度员认知负荷脑电评估方法 被引量:1
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作者 张光远 王敬儒 +3 位作者 梁心怡 秦诗雨 李莎 朱泊霖 《中国安全生产科学技术》 北大核心 2025年第7期166-172,共7页
为准确评估高铁行车调度员认知负荷,根据脑电特征解析其动态变化,从而提升工作效率,保障列车运行安全。通过采集模拟调度任务下的脑电信号,采用最大相关最小冗余算法(mRMR)对Welch法提取后的脑电特征进行进一步降维,并基于SVM-KNN融合... 为准确评估高铁行车调度员认知负荷,根据脑电特征解析其动态变化,从而提升工作效率,保障列车运行安全。通过采集模拟调度任务下的脑电信号,采用最大相关最小冗余算法(mRMR)对Welch法提取后的脑电特征进行进一步降维,并基于SVM-KNN融合分类算法建立高铁行车调度员认知负荷分级识别模型。研究结果表明:该模型以较少的特征维度实现较高的识别准确率,总体准确率达87.03%。对比得出,使用mRMR方法进行降维处理能够有效提高分类模型的识别准确率,同时SVM-KNN融合分类算法的识别准确率要高于单分类算法。研究结果可为实现高铁行车调度员认知负荷监测预警提供理论基础。 展开更多
关键词 高速铁路行车调度员 认知负荷 脑电信号 最大相关最小冗余 支持向量机 K近邻
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高温载荷作用下宽窄接缝破损对轨道结构损伤变形的影响分析
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作者 李国芳 张向钰 +3 位作者 吴少培 李得洋 马理超 李宏洲 《铁道学报》 北大核心 2025年第11期93-102,共10页
为探究高温载荷下宽窄接缝破损导致的无砟轨道损伤变形对行车安全性和轨道服役性能的影响规律,在考虑内聚力模型和混凝土塑性损伤模型的基础上,利用有限元法建立包含结构配筋的CRTSⅡ型板式无砟轨道精细化非线性分析模型,探究宽窄接缝... 为探究高温载荷下宽窄接缝破损导致的无砟轨道损伤变形对行车安全性和轨道服役性能的影响规律,在考虑内聚力模型和混凝土塑性损伤模型的基础上,利用有限元法建立包含结构配筋的CRTSⅡ型板式无砟轨道精细化非线性分析模型,探究宽窄接缝破损对轨道结构变形损伤的影响规律;基于有限元-多体系统动力学方法(FE-MBD),建立高速车辆-轨道-路基耦合系统动力学模型,分析宽接缝在横向不同破损长度下高速铁路车-线-路基耦合系统动力响应。结果表明:宽窄接缝在垂向破损时,随着破损高度的增加,轨道结构偏心受压状态加剧,变形增大;宽接缝破损对于轨道结构变形有引导作用,随着破损长度的增大,轨道板上拱程度加剧,当宽接缝破损长度超过66.41%时,轨道板最先产生宏观裂纹;宽接缝破损会恶化轮轨间动态响应特性,对列车运行安全和轨道服役寿命产生负面影响;构架垂向加速度与轮轨垂向力对破损长度敏感,随破损长度的增大呈明显增加的趋势;当宽接缝破损长度超过66.41%时,对车轨动力响应影响尤为严重,应予以重视。 展开更多
关键词 高速铁路 无砟轨道 塑性损伤 内聚力模型 高温载荷 轮轨关系 耦合振动
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串联式仿生复合悬架系统动力学特性研究
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作者 李占龙 周俊贤 +4 位作者 张正 高山铁 刘志奇 墨海波 郝鹏祥 《振动与冲击》 北大核心 2025年第8期42-48,100,共8页
针对高速-重载履带式全地形车悬架减振性能提高的问题,将扭杆弹簧与仿生“Z”字形缓冲结构结合,设计了一种结构紧凑、抗冲击能力强的串联式仿生复合悬架系统。以单个悬架系统作为研究对象,进行仿真建模和动力学特性仿真分析,研究表明,... 针对高速-重载履带式全地形车悬架减振性能提高的问题,将扭杆弹簧与仿生“Z”字形缓冲结构结合,设计了一种结构紧凑、抗冲击能力强的串联式仿生复合悬架系统。以单个悬架系统作为研究对象,进行仿真建模和动力学特性仿真分析,研究表明,串联式仿生复合悬架系统静、动态特性参数值均在合理的范围内。在相同路面等级下,随着车速增加,串联式仿生复合悬架系统车身垂向加速度均方根和悬架动挠度均方根的相对增长率均有降低;随着路面等级和车速的增加,串联式仿生复合悬架系统车身垂向加速度传递率(1.7%~2.4%)的数值呈下降趋势;串联式仿生复合悬架在2~3 Hz出现共振峰,避开了人体的敏感频率段(4~8 Hz),表现出良好的频率响应特性,符合悬架设计要求。该系统的提出也为高速-重载履带式全地形车悬架提升减振性能提供了新的思路。 展开更多
关键词 高速-重载 履带式 仿生学 悬架 串联式 动力学
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高速动车组轮轨高频激励下轴箱轴承载荷特性分析
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作者 石怀龙 周俊屹 +1 位作者 王勇 陈龙飞 《振动与冲击》 北大核心 2025年第19期248-256,共9页
为掌握高速动车组轴箱轴承的载荷特征,采用车辆-轴承系统精细化动力学仿真方法研究了轮轨高频激励下轴箱轴承载荷演变规律。建立含精细化轴承力元的车辆系统动力学模型,并与台架试验结果进行对比验证;仿真分析轨道随机激励和轮轨高频激... 为掌握高速动车组轴箱轴承的载荷特征,采用车辆-轴承系统精细化动力学仿真方法研究了轮轨高频激励下轴箱轴承载荷演变规律。建立含精细化轴承力元的车辆系统动力学模型,并与台架试验结果进行对比验证;仿真分析轨道随机激励和轮轨高频激扰下轴承载荷分布规律,阐明轴承载荷波动机制。研究表明:车速对轴箱轴承径向载荷均值基本无影响,但高速条件下的载荷波动范围增大;轨道不平顺越差,载荷波动范围越大;车轮多边形磨耗阶次对轴承载荷无明显影响规律,当多边形激扰频率接近轮对固有模态频率时,会加剧轴箱振动并导致载荷增大;车轮多边形幅值越大,轴承载荷均值越大,建议将18~24阶多边形的幅值控制在0.04 mm以下;钢轨波磨的波长越长,轴承载荷波动范围越小,均值基本不变;相比于长波波磨,短波波磨会使轴承载荷波动范围明显增大,波磨幅值越大轴承载荷越大,建议将波长50~70 mm的波磨幅值控制在0.2 mm以下;轮轴横向力作用下四列轴承会发生偏载,同侧两列轴承的偏载规律相反,但四列轴承的轴向力总和与轮轴横向力平衡。研究结果可为轴箱轴承载荷监测和动态评估提供理论参考。 展开更多
关键词 高速动车组 轴箱轴承 载荷特性 轮轨高频激励 动力学建模
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高速铁路接触网定位器服役特性研究
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作者 陈兴 陈龙 +2 位作者 宋洋 刘志刚 王续凡 《振动与冲击》 北大核心 2025年第21期230-239,共10页
定位器是接触网系统中的关键零部件,其服役性能的稳定直接决定弓网系统能否安全稳定运行。针对400 km/h高铁运行过程中,定位器所受载荷特性及其疲劳性能开展研究。首先,通过弓网动力学仿真获取了300 km/h、350 km/h和400 km/h工况下的... 定位器是接触网系统中的关键零部件,其服役性能的稳定直接决定弓网系统能否安全稳定运行。针对400 km/h高铁运行过程中,定位器所受载荷特性及其疲劳性能开展研究。首先,通过弓网动力学仿真获取了300 km/h、350 km/h和400 km/h工况下的接触网振动位移,将其代入腕臂-定位器模型进行分析,明确定位器为关键薄弱点;然后,基于定位器精确有限元模型,计算了动态运行过程中定位器的应力分布;之后,基于核密度估计和Monte Carlo法对应力进行外推,并编制了其二维应力谱;最后,采用Miner线性累积损伤理论对定位器的疲劳寿命进行计算。结果表明,在300 km/h、350 km/h和400 km/h三种工况下,定位器最大应力值分别为152.53 MPa、191.01 MPa和260.48 MPa,定位器能承受的受电弓架次分别为845630次、392041次和82951次。 展开更多
关键词 高速铁路 定位器 载荷谱 疲劳寿命 Miner理论
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Isomorphous substitution in CaAl-hydrotalcite to construct high density single-atom catalysts for selective N-Heteroarene hydrogenation
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作者 Jieting He Yu Liang +4 位作者 Binbin Zhao Lei Liu Qian He Dingsheng Wang Jinxiang Dong 《Chinese Journal of Catalysis》 2025年第3期353-362,共10页
Metal oxides as support for constructing precious metal single-atom catalysts hold great promise for a wide range of industrial applications,but achieving a high-loading of thermally stable metal single atoms on such ... Metal oxides as support for constructing precious metal single-atom catalysts hold great promise for a wide range of industrial applications,but achieving a high-loading of thermally stable metal single atoms on such supports has been challenging.Herein,we report an innovative strategy for the fabrication of high-density single-atoms(Rh,Ru,Pd)catalysts on CaAl-layered double hydroxides(CaAl-LDH)via isomorphous substitution.The Rh species have occupied Ca^(2+)vacancies within CaAl-LDH laminate by ion-exchange,facilitating a substantial loading of isolated Rh single-atoms.Such catalysts displayed superior performance in the selective hydrogenation to quinoline,pivotal for liquid organic hydrogen storage,and the universality for the hydrogenation of N-heterocyclic aromatic hydrocarbons was also verified.Combining the experimental results and density functional theory calculations,the pathway of quinoline hydrogenation over Rh1CaAl-LDH was proposed.This synthetic strategy marks a significant advancement in the field of single-atom catalysts,expanding their horizons in green chemical processes. 展开更多
关键词 Isomorphous substitution high-loading Single-atom catalyst Selective hydrogenation
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