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ADC全容积直方图分析在评价宫颈癌临床病理特征中的应用价值
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作者 杜汉旺 曲展 +2 位作者 殷玉梅 王晓琳 武希庆 《影像研究与医学应用》 2026年第1期11-15,共5页
目的:观察表观弥散系数(ADC)直方图分析在评价宫颈癌临床病理特征中的应用价值。方法:回顾性分析2019年1月—2024年6月在潍坊市中医院住院治疗的78例宫颈癌患者的完整临床病理资料。使用GE 3.0T磁共振采集弥散加权成像(DWI)图像。利用GE... 目的:观察表观弥散系数(ADC)直方图分析在评价宫颈癌临床病理特征中的应用价值。方法:回顾性分析2019年1月—2024年6月在潍坊市中医院住院治疗的78例宫颈癌患者的完整临床病理资料。使用GE 3.0T磁共振采集弥散加权成像(DWI)图像。利用GE Adw4.6工作站将DWI转换为ADC图,ADC图导入Ommi-kinetics软件进行纹理特征分析,主要获取ADC直方图参数(包括ADC_(mean)、ADC_(min)、ADC_(max)、25thADC值、75thADC值及偏度)。分析直方图参数与FIGO分期、病理类型、淋巴结转移的关系,绘制受试者工作特征(ROC)曲线,比较曲线下面积(AUC)。结果:宫颈癌鳞癌患者ADC_(mean)、ADC_(min)、25thADC值、75thADC值均小于腺癌,偏度大于腺癌(P<0.05)。FIGO分期ⅡB~ⅣB患者的ADC_(max)高于Ⅰ~ⅡA患者(P<0.05)。淋巴结转移患者的AD C_(max)高于无淋巴结转移患者(P<0.05)。ADC直方图参数鉴别诊断鳞癌、腺癌的ROC曲线结果显示,偏度AUC最大,为0.812,截断值为0.874,灵敏度为0.944,特异度为0.700。结论:ADC直方图分析可以无创性评价宫颈癌的临床病理特征。 展开更多
关键词 宫颈癌 adc直方图 病理类型 FIGO分期 弥散加权成像
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Comparative study of dynamic recrystallization behavior,microstructural characteristics,and mechanical properties of high-speed-extruded AZ31 and BA56 magnesium alloys 被引量:1
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作者 Gun Woong An Sang-Cheol Jin +2 位作者 Taekyung Lee Sumi Jo Sung Hyuk Park 《Journal of Magnesium and Alloys》 2025年第7期3004-3019,共16页
This study compares the microstructural evolution,dynamic recrystallization(DRX)behavior,tensile properties,and age-hardenability between the newly developed high-speed-extrudable BA56 alloy and those of the widely re... This study compares the microstructural evolution,dynamic recrystallization(DRX)behavior,tensile properties,and age-hardenability between the newly developed high-speed-extrudable BA56 alloy and those of the widely recognized AZ31 alloy in industry.Unlike the AZ31 alloy,which retains partially unrecrystallized grains,the high-speed-extruded BA56 alloy demonstrates a coarser but entirely recrystallized and more homogeneous microstructure.The fine-grained structure and abundant Mg_(3)Bi_(2) particles in the BA56 extrusion billet significantly enhance its DRX behavior,thus enabling rapid and complete recrystallization during extrusion.The BA56 alloy contains band-like fragmented Mg_(3)Bi_(2) particles and numerous fine Mg_(3)Bi_(2) particles distributed throughout the material,in contrast to the sparse Al_(8)Mn_(5) particles in the AZ31 alloy.These features contribute to superior mechanical properties of the BA56 alloy,which achieves tensile yield and ultimate tensile strengths of 205 and 292 MPa,respectively,compared to 196 and 270 MPa for the AZ31 alloy.The superior strength of the BA56 alloy,even with its coarser grain size,can be explained by its elevated Hall-Petch constant and the strengthening contribution from the fine Mg_(3)Bi_(2) particles.Additionally,the BA56 alloy demonstrates significant age-hardenability,achieving a 22%enhancement in hardness following T5 aging,attributed to the precipitation of nanoscale Mg_(3)Bi_(2) and Mg_(17)Al_(12) phases.By contrast,the AZ31 alloy shows minimal hardening due to the absence of precipitate formation during aging.These findings suggest that the BA56 alloy is a promising candidate for the production of extruded Mg components requiring a combination of high productivity,superior mechanical performance,and wide-ranging process adaptability. 展开更多
关键词 high-speed extrusion Mg-Bi-Al alloy Dynamic recrystallization Strengthening Age-hardenability
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Study on the damage mechanism of high-speed turnout switch rails on large ramps 被引量:1
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作者 WANG Kai ZHU Hui +7 位作者 XU Jing-mang BAI Tao-shuo TIAN Chun-xiang QIAN Yao GAO Yuan CHEN Rong WANG Ping LIU Ya-nan 《Journal of Central South University》 2025年第1期288-303,共16页
The influence of ramps on the transient rolling contact characteristics and damage mechanisms of switch rails remains unclear,presenting substantial challenges to the safety of railway operations.To this end,this pape... The influence of ramps on the transient rolling contact characteristics and damage mechanisms of switch rails remains unclear,presenting substantial challenges to the safety of railway operations.To this end,this paper constructs a transient rolling contact finite element model of the wheel-rail in switch under different ramps using ANSYS/LSDYNA method,and analyzes the tribology and damage characteristics when the wheel passes through the switch at a uniform speed.Our research findings reveal that the vibration induced in the switch rail during the wheel load transfer process leads to a step-like increase in the contact force.Moreover,the interaction between the wheel and the rail primarily involves slip contact,which may significantly contribute to the formation of corrugations on the switch rail.Additionally,the presence of large ramps exacerbates switch rail wear and rolling contact fatigue,resulting in a notable 13.2%increase in switch rail damage under 40‰ramp conditions compared to flat(0‰ramp)conditions.Furthermore,the large ramps can alter the direction of crack propagation,ultimately causing surface spalling of the rail.Therefore,large ramps intensify the dynamic interactions during the wheel load transfer process,further aggravating the crack and spalling damage to the switch rails. 展开更多
关键词 WEAR rolling contact fatigue high-speed turnout large ramps
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Advanced 6 G wireless communication technologies for intelligent high-speed railways 被引量:2
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作者 Wei Chen Bo Ai +3 位作者 Yuxuan Sun Cong Yu Bowen Zhang Chau Yuen 《High-Speed Railway》 2025年第1期78-92,共15页
The rapid expansion of railways,especially High-Speed Railways(HSRs),has drawn considerable interest from both academic and industrial sectors.To meet the future vision of smart rail communications,the rail transport ... The rapid expansion of railways,especially High-Speed Railways(HSRs),has drawn considerable interest from both academic and industrial sectors.To meet the future vision of smart rail communications,the rail transport industry must innovate in key technologies to ensure high-quality transmissions for passengers and railway operations.These systems must function effectively under high mobility conditions while prioritizing safety,ecofriendliness,comfort,transparency,predictability,and reliability.On the other hand,the proposal of 6 G wireless technology introduces new possibilities for innovation in communication technologies,which may truly realize the current vision of HSR.Therefore,this article gives a review of the current advanced 6 G wireless communication technologies for HSR,including random access and switching,channel estimation and beamforming,integrated sensing and communication,and edge computing.The main application scenarios of these technologies are reviewed,as well as their current research status and challenges,followed by an outlook on future development directions. 展开更多
关键词 high-speed railway Random access and switching Channel estimation and beamforming Integrated sensing and communication Edge computing
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Chip morphology and cutting temperature of ADC12 aluminum alloy during high-speed milling 被引量:2
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作者 Xin-Xin Meng You-Xi Lin 《Rare Metals》 CSCD 2021年第7期1915-1923,共9页
The ADC12 aluminum alloy is prone to severe tool wear and high cutting heat during high-speed milling because of its high hardness.This study analyzes the highspeed milling process from the perspective of different ch... The ADC12 aluminum alloy is prone to severe tool wear and high cutting heat during high-speed milling because of its high hardness.This study analyzes the highspeed milling process from the perspective of different chip morphologies.The influence of cutting temperature on chip morphology was expounded.A two-dimensional orthogonal cutting model was established for finite element analysis(FEA)of high-speed milling of ADC12 aluminum alloy.A theoretical analysis model of cutting force and cutting temperature was proposed based on metal cutting theory.The variations in chip shape,cutting force,and cutting temperature with cutting speed increasing were analyzed via FEA.The results show that,with the increase in cutting speed,the chip morphology changes from continuous to serrated,and then back to continuous.The serrated chip is weakened and the cutting temperature is lowered when the speed is lower than 600 m·min^(-1)or higher than 1800 m·min^(-1).This study provides a reference for reducing cutting temperature,controlling chip morphology and improving cutting tool life. 展开更多
关键词 adc12 aluminum alloy high-speed milling Chip morphology Cutting temperature Finite element analysis
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一种基于浮动反相放大器的低功耗Sigma-Delta ADC
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作者 张欣朵 辛晓宁 +1 位作者 任建 张家豪 《电子设计工程》 2026年第2期106-110,共5页
为了降低模拟前端系统的功耗,设计了一种基于浮动反相放大器的低功耗离散时间Sigma-Delta ADC,采用二阶前馈单位量化结构。为了实现低功耗,开关电容积分器的放大器采用动态放大器,其具有低功耗、全动态工作、无需共模反馈电路仍能保持... 为了降低模拟前端系统的功耗,设计了一种基于浮动反相放大器的低功耗离散时间Sigma-Delta ADC,采用二阶前馈单位量化结构。为了实现低功耗,开关电容积分器的放大器采用动态放大器,其具有低功耗、全动态工作、无需共模反馈电路仍能保持共模稳定等优点。基于TSMC 0.18μm CMOS工艺进行电路设计和仿真测试,仿真结果表明,在过采样率为256时,信噪失真比SNDR可达到77.3 dB,无杂散动态范围SFDR可达到84.9 dB,有效位数约为12.6 bits。在1.8 V电源电压、512 kHz采样时钟下,整体功耗为7.1μW。 展开更多
关键词 Sigma-Delta adc 低功耗 浮动反相放大器 开关电容电路
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A new simple and efficient method to determine critical strain required for adiabatic shear under high-speed impact 被引量:1
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作者 Rui XING Peng-cheng GUO +2 位作者 Cong-chang XU De-cheng WANG Luo-xing LI 《Transactions of Nonferrous Metals Society of China》 2025年第2期418-430,共13页
Based on the investigation of mechanical response and microstructure evolution of a commercial 7003 aluminum alloy under high-speed impact,a new simple and effective method was proposed to determine the critical strai... Based on the investigation of mechanical response and microstructure evolution of a commercial 7003 aluminum alloy under high-speed impact,a new simple and effective method was proposed to determine the critical strain required for the nucleation of adiabatic shear band(ASB).The deformation results of cylindrical and hat-shaped samples show that the critical strain required for ASB nucleation corresponds to the strain at the first local minimum after peak stress on the first derivative curve of true stress−true strain.The method of determining the critical strain for the nucleation of ASB through the first derivative of the flow stress curve is named the first derivative method.The proposed first derivative method is not only applicable to the 7003 aluminum alloy,but also to other metal materials,such as commercial purity titanium,WY-100 steel,and AM80 magnesium alloy.This proves that it has strong universality. 展开更多
关键词 critical strain adiabatic shear band high-speed impact microstructure evolution 7003 aluminum alloy
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Research on expansion joint for high-speed railway long-span bridges in China 被引量:2
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作者 Hui Guo Jinzhou Jiang +8 位作者 Suoting Hu Chun Yang Qiqi Xiang Kou Luo Xinxin Zhao Bing Li Ziquan Yan Liubin Niu Jianye Zhao 《Railway Sciences》 2025年第1期52-81,共30页
Purpose–The bridge expansion joint(BEJ)is a key device for accommodating spatial displacement at the beam end,and for providing vertical support for running trains passing over the gap between the main bridge and the... Purpose–The bridge expansion joint(BEJ)is a key device for accommodating spatial displacement at the beam end,and for providing vertical support for running trains passing over the gap between the main bridge and the approach bridge.For long-span railway bridges,it must also be coordinated with rail expansion joint(REJ),which is necessary to accommodate the expansion and contraction of,and reducing longitudinal stress in,the rails.The main aim of this study is to present analysis of recent developments in the research and application of BEJs in high-speed railway(HSR)long-span bridges in China,and to propose a performance-based integral design method for BEJs used with REJs,from both theoretical and engineering perspectives.Design/methodology/approach–The study first presents a summary on the application and maintenance of BEJs in HSR long-span bridges in China representing an overview of their state of development.Results of a survey of typical BEJ faults were analyzed,and field testing was conducted on a railway cable-stayed bridge in order to obtain information on the major mechanical characteristics of its BEJ under train load.Based on the above,a performance-based integral design method for BEJs with maximum expansion range 1600 mm(±800 mm),was proposed,covering all stages from overall conceptual design to consideration of detailed structural design issues.The performance of the novel BEJ design thus derived was then verified via theoretical analysis under different scenarios,full-scale model testing,and field testing and commissioning.Findings–Two major types of BEJs,deck-type and through-type,are used in HSR long-span bridges in China.Typical BEJ faults were found to mainly include skewness of steel sleepers at the bridge gap,abnormally large longitudinal frictional resistance,and flexural deformation of the scissor mechanisms.These faults influence BEJ functioning,and thus adversely affect track quality and train running performance at the beam end.Due to their simple and integral structure,deck-type BEJs with expansion range 1200 mm(±600 mm)or less have been favored as a solution offering improved operational conditions,and have emerged as a standard design.However,when the expansion range exceeds the above-mentioned value,special design work becomes necessary.Therefore,based on engineering practice,a performance-based integral design method for BEJs used with REJs was proposed,taking into account four major categories of performance requirements,i.e.,mechanical characteristics,train running quality,durability and insulation performance.Overall BEJ design must mainly consider component strength and the overall stiffness of BEJ;the latter factor in particular has a decisive influence on train running performance at the beam end.Detailed BEJ structural design must stress minimization of the frictional resistance of its sliding surface.The static and dynamic performance of the newlydesigned BEJ with expansion range 1600 mm have been confirmed to be satisfactory,via numerical simulation,full-scale model testing,and field testing and commissioning.Originality/value–This research provides a broad overview of the status of BEJs with large expansion range in HSR long-span bridges in China,along with novel insights into their design. 展开更多
关键词 high-speed railway(HSR) Long-span bridge Bridge expansion joint(BEJ) Integral design Rail expansion joint(REJ) Overall stiffness Longitudinal frictional resistance
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应用于CMOS图像传感器的12 bit全局共用型列级SAR ADC
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作者 郭仲杰 张金澳 +1 位作者 许睿明 刘绥阳 《电子科技大学学报》 北大核心 2026年第1期77-84,共8页
针对传统逐次逼近型模数转换器(SAR ADC)在CMOS图像传感器列级读出电路中的面积和功耗突出问题,提出一种面向大阵列的全局共用DAC型高速SAR ADC。该结构基于多列共用核心DAC的思想,将传统列级SAR ADC中面积需求最大的电容阵列DAC提取出... 针对传统逐次逼近型模数转换器(SAR ADC)在CMOS图像传感器列级读出电路中的面积和功耗突出问题,提出一种面向大阵列的全局共用DAC型高速SAR ADC。该结构基于多列共用核心DAC的思想,将传统列级SAR ADC中面积需求最大的电容阵列DAC提取出来,采用不同权重的DAC信号,建立一个全局共用型DAC并采用多路选择加法器替代了传统的多列复用技术。该方法将每列SAR ADC简化后仅需要比较器、多路选择加法器以及部分数字逻辑,在保证SAR ADC的速度及精度优势的同时大幅度减小了其面积需求。基于55nm 1P4M CMOS工艺对所提出的方法进行了详细的电路设计和仿真验证,在模拟电压为3.3 V、数字电压为1.2 V、时钟频率为120 MHz、输入信号范围为1.6 V的情况下,设计实现的12-bit SAR ADC的静态参数DNL(differential nonlinearity)为-0.8/0.8 LSB,INL(integral nonlinearity)为-1.4/0.4 LSB,信噪失真比(SNR)达到68.24 dB,有效位数为11.02 bit,面积为10μm×350μm,功耗为264μW。相比现有的SAR ADC,在保证SAR ADC高速、高精度的同时,也使ADC面积需求大幅度减小,为SAR ADC在高速CMOS图像传感器的列级读出电路中的应用提供了理论支撑。 展开更多
关键词 CMOS图像传感器 列级adc SAR adc 全并行 全局共用
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基于FPGA的高速ADC测试系统研究
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作者 李仕军 谌谦 +4 位作者 刘建明 杨超 梁希 谢休华 李小虎 《微处理机》 2026年第1期1-6,共6页
本研究介绍了一种基于FPGA的超高速ADC芯片测试系统。重点阐述了该系统的设计原理,包括测试系统的时钟树网络和数据采集系统的电源网络设计。基于FPGA实现了针对超高速ADC的数据采集和数据缓存的采集平台,以及动态性能测试软件系统,并... 本研究介绍了一种基于FPGA的超高速ADC芯片测试系统。重点阐述了该系统的设计原理,包括测试系统的时钟树网络和数据采集系统的电源网络设计。基于FPGA实现了针对超高速ADC的数据采集和数据缓存的采集平台,以及动态性能测试软件系统,并提供可调的超高精度、低抖动的时钟信号。结果表明,ADC芯片在1 GHz时的SNR为34.03 dBFS,ENOB为5.65 bit;在20 GHz时的SNR为30.07 dBFS,ENOB为4.58 bit。测试结果与芯片手册一致,表明该测试系统满足超高速ADC的测试要求,也可用于8位或12位、12 Gsps以上ADC芯片的测试。 展开更多
关键词 超高速adc芯片测试 测试系统 FPGA 低抖动时钟
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Flow field characteristics in high-speed train cabin:Negative effect of non-vertical air supply
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作者 WU Song-bo LI Tian ZHANG Ji-ye 《Journal of Central South University》 2025年第8期3173-3186,共14页
Ventilation systems are critical for improving the cabin environment in high-speed trains,and their interest has increased significantly.However,whether air supply non-verticality deteriorates the cabin air environmen... Ventilation systems are critical for improving the cabin environment in high-speed trains,and their interest has increased significantly.However,whether air supply non-verticality deteriorates the cabin air environment,and the flow mechanism behind it and the degree of deterioration are not known.This study first analyzes the interaction between deflection angle and cabin flow field characteristics and ventilation performance.The results revealed that the interior temperature and pollutant concentration decreased slightly with increasing deflection angle,but resulted in significant deterioration of thermal comfort and air quality.This is evidenced by an increase in both draught rate and non-uniformity coefficient,an increase in the number of measurement points that do not satisfy the micro-wind speed and temperature difference requirements by about 5% and 15%,respectively,and an increase in longitudinal penetration of pollutants by a factor of about 5 and the appearance of locking regions at the ends of cabin.The results also show that changing the deflection pattern only affects the region of deterioration and does not essentially improve this deterioration.This study can provide reference and help for the ventilation design of high-speed trains. 展开更多
关键词 high-speed trains non-vertical air supply ventilation CFD simulation
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Numerical Analysis of Ice Accretion under Varying Conditions in thePantograph Region of High-Speed Trains
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作者 Xiulong Yao Mengge Yu +1 位作者 Jiali Liu Qian Zhang 《Fluid Dynamics & Materials Processing》 2025年第11期2795-2814,共20页
High-speed trains operating in freezing rain are highly susceptible to severe ice accretion in the pantograph region,which compromises both power transmission efficiency and dynamic performance.To elucidate the underl... High-speed trains operating in freezing rain are highly susceptible to severe ice accretion in the pantograph region,which compromises both power transmission efficiency and dynamic performance.To elucidate the underlying mechanisms of this phenomenon,an Euler-Euler multiphase flow model was employed to simulate droplet impingement and collection on the pantograph surface,while a glaze-ice formation model incorporating wall film dynamics was used to capture the subsequent growth of ice.The effects of key parameters—including liquid water content,ambient temperature,train velocity,and droplet diameter—on the amount and morphology of ice were systematically investigated.The results show that ice accumulation intensifies with increasing liquid water content decreasing ambient temperature,and rising train speed.In contrast,larger droplet diameters reduce the overall ice mass but promote localized accretion on major structural elements.This behavior arises because larger droplets,with greater inertia,are less susceptible to entrainment by airflow into the pantograph's base region.During extended operation,substantial ice buildup develops on the pantograph head and upper and lower arms,severely impairing current collection from the overhead line and hindering the pantograph's lifting and lowering motions. 展开更多
关键词 high-speed train PANTOGRAPH supercooled droplets icing parameters
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High-speed video imaging via multiplexed temporal gradient snapshot
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作者 Yifei Zhang Xing Liu +6 位作者 Lishun Wang Ping Wang Ganzhangqin Yuan Mu Ku Chen Kui Jiang Xin Yuan Zihan Geng 《Advanced Photonics Nexus》 2025年第4期163-173,共11页
High-speed imaging is crucial for understanding the transient dynamics of the world,but conventional frame-by-frame video acquisition is limited by specialized hardware and substantial data storage requirements.We int... High-speed imaging is crucial for understanding the transient dynamics of the world,but conventional frame-by-frame video acquisition is limited by specialized hardware and substantial data storage requirements.We introduce“SpeedShot,”a computational imaging framework for efficient high-speed video imaging.SpeedShot features a low-speed dual-camera setup,which simultaneously captures two temporally coded snapshots.Cross-referencing these two snapshots extracts a multiplexed temporal gradient image,producing a compact and multiframe motion representation for video reconstruction.Recognizing the unique temporal-only modulation model,we propose an explicable motion-guided scale-recurrent transformer for video decoding.It exploits cross-scale error maps to bolster the cycle consistency between predicted and observed data.Evaluations on both simulated datasets and real imaging setups demonstrate SpeedShot’s effectiveness in video-rate up-conversion,with pronounced improvement over video frame interpolation and deblurring methods.The proposed framework is compatible with commercial low-speed cameras,offering a versatile low-bandwidth alternative for video-related applications,such as video surveillance and sports analysis. 展开更多
关键词 high-speed video compressive sensing coded exposure
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High-speed electro-absorption modulated laser
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作者 Zhenyao Li Chen Lyu +5 位作者 Xuliang Zhou Mengqi Wang Haotian Qiu Yejin Zhang Hongyan Yu Jiaoqing Pan 《Journal of Semiconductors》 2025年第11期7-18,共12页
Currently,the global 5G network,cloud computing,and data center industries are experiencing rapid development.The continuous growth of data center traffic has driven the vigorous progress in high-speed optical transce... Currently,the global 5G network,cloud computing,and data center industries are experiencing rapid development.The continuous growth of data center traffic has driven the vigorous progress in high-speed optical transceivers for optical interconnection within data centers.The electro-absorption modulated laser(EML),which is widely used in optical fiber communications,data centers,and high-speed data transmission systems,represents a high-performance photoelectric conversion device.Compared to traditional directly modulated lasers(DMLs),EMLs demonstrate lower frequency chirp and higher modulation bandwidth,enabling support for higher data rates and longer transmission distances.This article introduces the composition,working principles,manufacturing processes,and applications of EMLs.It reviews the progress on advanced indium phosphide(InP)-based EML devices from research institutions worldwide,while summarizing and comparing data transmission rates and key technical approaches across various studies. 展开更多
关键词 electro-absorption modulation high-speed laser modulation bandwidth data transmission rate
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Structure and mechanical properties of powder metallurgy high-speed steel during electric current and traditional heat treating:a comparative study
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作者 Hai-hong Ke Jian-lei Zhang +2 位作者 Qiang Xiao Feng-hui An Chang-jiang Song 《Journal of Iron and Steel Research International》 2025年第11期3959-3976,共18页
Electric current heat treatment is an innovative technique to improve microstructures and mechanical properties of metallic materials.The microstructures and mechanical properties of a powder metallurgy high-speed ste... Electric current heat treatment is an innovative technique to improve microstructures and mechanical properties of metallic materials.The microstructures and mechanical properties of a powder metallurgy high-speed steel(PM-HSS)treated by electric current heat treatment and traditional heat treatment are comparatively investigated.Results showed that after austenitizing at 1130°C,the structure of PM-HSS sample composed of ferrite matrix,M_(6)C,M_(23)C_(6),and MC carbides,transformed into a martensite matrix accompanied by M_(6)C and MC carbides.Compared to the traditional austenitizing at 1130℃ for 30 min,the electric current austenitizing at 1130℃ for 5 min dissolved more carbides,resulting in a greater solid solution of alloying elements in the matrix.Further traditional triple tempering led to carbide coarsening,whereas electric current triple tempering promoted the carbide dissolution.Notably,the dissolution of more carbides resulted in a higher C content in the martensite matrix of HSS treated by electric current,significantly promoting the formation of nanotwins(5-20 nm in width).The electric current triple tempering sample exhibited a yield strength of 3097 MPa,compressive strength of 5016 MPa,and a fracture strain of 30.0%,outperforming the traditional triple tempering sample by nearly 600 MPa in yield strength.Analysis revealed that this significant strengthening was primarily attributed to nanotwin formation and solid solution strengthening caused by carbide dissolution. 展开更多
关键词 high-speed steel Electric current heat treatment CARBIDE Nanotwin Mechanical property
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Drive-by damage detection methodology for high-speed railway bridges using sparse autoencoders
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作者 Edson Florentino de Souza Cássio Bragança +2 位作者 Diogo Ribeiro Túlio Nogueira Bittencourt Hermes Carvalho 《Railway Engineering Science》 2025年第4期614-641,共28页
High-speed railway bridges are essential components of any railway transportation system that should keep adequate levels of serviceability and safety.In this context,drive-by methodologies have emerged as a feasible ... High-speed railway bridges are essential components of any railway transportation system that should keep adequate levels of serviceability and safety.In this context,drive-by methodologies have emerged as a feasible and cost-effective monitor-ing solution for detecting damage on railway bridges while minimizing train operation interruptions.Moreover,integrating advanced sensor technologies and machine learning algorithms has significantly enhanced structural health monitoring(SHM)for bridges.Despite being increasingly used in traditional SHM applications,studies using autoencoders within drive-by methodologies are rare,especially in the railway field.This study presents a novel approach for drive-by damage detection in HSR bridges.The methodology relies on acceleration records collected from multiple bridge crossings by an operational train equipped with onboard sensors.Log-Mel spectrogram features derived from the acceleration records are used together with sparse autoencoders for computing statistical distribution-based damage indexes.Numerical simulations were performed on a 3D vehicle-track-bridge interaction system model implemented in Matlab to evaluate the robustness and effectiveness of the proposed approach,considering several damage scenarios,vehicle speeds,and environmental and operational variations,such as multiple track irregularities and varying measurement noise.The results show that the pro-posed approach can successfully detect damages,as well as characterize their severity,especially for very early-stage dam-ages.This demonstrates the high potential of applying Mel-frequency damage-sensitive features associated with machine learning algorithms in the drive-by condition assessment of high-speed railway bridges. 展开更多
关键词 Drive-by Indirect monitoring Damage detection high-speed railway bridges Autoencoders
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Influencing factors and countermeasures of aging and yellowing on windshield rubber in high-speed train
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作者 Wei Du 《Railway Sciences》 2025年第5期580-597,共18页
Purpose–Regarding that Ultraviolet radiation,pollutant adsorption,and environmental changes may be the main reasons for the aging and yellowing on windshield rubber in high-speed trains,countermeasures are proposed t... Purpose–Regarding that Ultraviolet radiation,pollutant adsorption,and environmental changes may be the main reasons for the aging and yellowing on windshield rubber in high-speed trains,countermeasures are proposed to solve the aging and yellowing of windshield rubber and reduce the adverse effects caused by rubber yellowing.Design/methodology/approach–Scanning electron microscopy(SEM)and energy dispersive spectroscopy(EDS)were used to test the yellowed windshield rubber.Aging tests,including UVaging,natural aging and salt spray aging,were conducted to analyze the effects of aging on the windshield rubber.Different cleaning agents were selected to soak the windshield rubber,and the quality,hardness,and surface appearance of the rubber samples were tested.Findings–After UV aging,antioxidants migrated to the surface of the windshield rubber,but due to oxidation failure,they could not capture free radicals,leading to continued oxidation reactions within the material and resulting in yellowing of the rubber in a short period of time.Originality/value–Cleaning agents have a minimal impact on windshield rubber,UV aging has the greatest impact and natural aging is a gradual and slow deterioration process.Through daily deep cleaning and maintenance with protective agents at regular intervals,the deterioration of windshield rubber yellowing in high-speed trains can be effectively suppressed. 展开更多
关键词 high-speed train Windshield rubber Aging and yellowing COUNTERMEASURES
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High-speed rail and socioeconomic inequality: a systematic bibliometric analysis of research trends, methodologies and thematic structures
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作者 Giulio Albano Francesca Pagliara 《Railway Sciences》 2025年第6期783-814,共32页
Purpose–This paper investigates how high-speed rail(HSR)influences socioeconomic inequality by providing the first systematic bibliometric review of research trends,methodological approaches and thematic structures.I... Purpose–This paper investigates how high-speed rail(HSR)influences socioeconomic inequality by providing the first systematic bibliometric review of research trends,methodological approaches and thematic structures.It examines whether HSR fosters balanced regional development or reinforces spatial disparities.Design/methodology/approach–Using the Bibliometrix R package,237 records were retrieved from the Web of Science(1985–2024).Citation indicators,keyword co-occurrence and collaboration networks were combined with natural language processing(NLP)to classify studies by territorial scale,methodology,economic variables and inequality outcomes.Findings–The paper offers the first structured overview of how the literature conceptualizes the link between HSR and inequality.It highlights persistent gaps–scarcity of city-level analyses,limited socioeconomic indicators and reliance on Chinese case studies–providing a foundation for more comparative and interdisciplinary research.Originality/value–This paper contributes by offering a structured overview of how the literature has conceptualized and measured the relationship between HSR and inequality.By identifying persistent research gaps–such as the scarcity of city-level analyses,limited use of socioeconomic indicators,and overreliance on Chinese case studies–it provides a foundation for more comparative and interdisciplinary approaches.The study informs policymakers and researchers on how to design future infrastructure projects that balance efficiency with equity. 展开更多
关键词 high-speed rail Socioeconomic inequality Spatial disparity Regional development ACCESSIBILITY Bibliometric analysis
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Research on the rapid diagnosis method for hunting of high-speed trains
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作者 Wanru Xie Yixin Zhao +3 位作者 Gang Zhao Fei Yang Zilong Wei Jinzhao Liu 《Railway Sciences》 2025年第1期1-21,共21页
Purpose–High-speed turnouts are more complex in structure and thus may cause abnormal vibration of highspeed train car body,affecting driving safety and passenger riding experience.Therefore,it is necessary to analyz... Purpose–High-speed turnouts are more complex in structure and thus may cause abnormal vibration of highspeed train car body,affecting driving safety and passenger riding experience.Therefore,it is necessary to analyze the data characteristics of continuous hunting of high-speed trains passing through turnouts and propose a diagnostic method for engineering applications.Design/methodology/approach–First,Complete Ensemble Empirical Mode Decomposition with Adaptive Noise(CEEMDAN)is performed to determine the first characteristic component of the car body’s lateral acceleration.Then,the Short-Time Fourier Transform(STFT)is performed to calculate the marginal spectra.Finally,the presence of a continuous hunting problem is determined based on the results of the comparison calculations and diagnostic thresholds.To improve computational efficiency,permutation entropy(PE)is used as a fast indicator to identify turnouts with potential problems.Findings–Under continuous hunting conditions,the PE is less than 0.90;the ratio of the maximum peak value of the signal component to the original signal peak value exceeded 0.7,and there is an energy band in the STFT time-frequency map,which corresponds to a frequency distribution range of 1–2 Hz.Originality/value–The research results have revealed the lateral vibration characteristics of the high-speed train’s car body during continuous hunting when passing through turnouts.On this basis,an effective diagnostic method has been proposed.With a focus on practical engineering applications,a rapid screening index for identifying potential issues has been proposed,significantly enhancing the efficiency of diagnostic processes. 展开更多
关键词 high-speed railway Periodic hunting Rapid diagnosis CEEMDAN STFT Permutation entropy
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A new method for a numerical investigation of windproof performance of porous windbreaks for high-speed railways based on a physical model
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作者 LIU Dong-run WAN Yuan +4 位作者 LI Yan-cheng ZHOU Nan-qing WANG Tian-tian ZHANG Lei LIN Tong-tong 《Journal of Central South University》 2025年第4期1535-1547,共13页
Following the fundamental characteristics of the porosity windbreak,this study suggests a new numerical investigation method for the wind field of the windbreak based on the porous medium physical model.This method ca... Following the fundamental characteristics of the porosity windbreak,this study suggests a new numerical investigation method for the wind field of the windbreak based on the porous medium physical model.This method can transform the reasonable matching problem of the porosity and windproof performance of the windbreak into a study of the relationship between the resistance coefficient of the porous medium and the aerodynamic load of the train.This study examines the influence of the hole type on the wind field behind the porosity windbreak.Then,the relationship between the resistance coefficient of the porous medium,the porosity of the windbreak,and the aerodynamic loads of the train is investigated.The results show that the porous media physical model can be used instead of the windbreak geometry to study the windbreak-train aerodynamic performance,and the process of using this method is suggested. 展开更多
关键词 porous windbreak windproof performance porous media physical model high-speed train
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