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A comprehensive protection scheme for regenerative braking energy utilization system in electrified railways
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作者 Haitao Hu Kai Yang +3 位作者 Junyu Chen Yinbo Ge Ke Wang Zhengyou He 《Railway Engineering Science》 2025年第3期441-457,共17页
The regenerative braking energy utilization system(RBEUS)stands as a promising technique for improving the efficiency and power quality of electrified railways.Beyond the vital aspects of energy management and control... The regenerative braking energy utilization system(RBEUS)stands as a promising technique for improving the efficiency and power quality of electrified railways.Beyond the vital aspects of energy management and control strategies,ensuring fault protection is paramount for the secure and steady operation of the traction power supply system(TPSS)integrated with RBEUS.This paper introduces an innovative protection scheme tailored to diverse RBEUS application scenarios.Firstly,fault categories are streamlined into three levels:system,equipment,and warning.Subsequently,a novel multi-port active power differential protection method,aligned with RBEUS operational principles,is crafted to serve as a comprehensive and sensitive main protection.Building upon this foundation,a hierarchical protection structure for RBEUS is established,addressing the intricacies and variations in fault types while boosting anti-disturbance capabilities under faulty conditions.Embracing the principle of railway-oriented safety,a collaborative RBEUS-TPSS protection scheme is put forth.Finally,through simulated scenarios encompassing various fault conditions,the proposed scheme’s feasibility and effectiveness are convincingly validated. 展开更多
关键词 Regenerative braking energy utilization system electrified railway Protection scheme
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Visualization on electrified micro-jet instability from Taylor cone in electrohydrodynamic atomization 被引量:2
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作者 Shiqi Yang Zhentao Wang +2 位作者 Qian Kong Bin Li Junfeng Wang 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 2022年第4期456-465,共10页
The cone-jet in electrohydrodynamic atomization has been widely applied into numerous industrial fields owing to micro-sized drops with narrow distribution and high charge.The electrified jet emits from a single capil... The cone-jet in electrohydrodynamic atomization has been widely applied into numerous industrial fields owing to micro-sized drops with narrow distribution and high charge.The electrified jet emits from a single capillary sheathed with quartz tube is visualized versus operating parameters and physical properties,and breakup instabilities are also discussed.The range of operating parameters for a steady conejet broadens,as well as the minimum flow rate.Taylor cone angle decreases with an increase in flow rate,while increases as electric potential increasing.The jet breakup length decreases with an increase in flow rate and conductivity,while increases as electric potential increasing.The diffusion angle increases as flow rate increasing,while decrease as electric potential and conductivity increasing.Much clearer whipping instabilities are observed with an increase in“electro-Weber”number and conductivity.The completion in disturbance or/and suppression from axial and radial stresses,drag force dominates the variation.Meanwhile,for a large flow rate,the transition from varicose instabilities to whipping instabilities is found.The whipping instabilities are clearly observed for high conductivity due to much more free ions in liquid.For much higher conductivity,an intermittent electrified jet appears and shows an umbrella plume,and breakup length sharply shortens. 展开更多
关键词 EHDA Cone-jet regime electrified jet CONDUCTIVITY INSTABILITY
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Energy Saving and Emission Reduction Estimations of Electrified Railways in China 被引量:2
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作者 Jicheng He Yuqing Xu 《Advances in Climate Change Research》 SCIE 2011年第4期211-217,共7页
Based on the annual production data collected by the Statistic Center of the Ministry of Railways of the People's Republic of China, we calculated the energy saving and direct emission reductions of CO2, soot, SO2, C... Based on the annual production data collected by the Statistic Center of the Ministry of Railways of the People's Republic of China, we calculated the energy saving and direct emission reductions of CO2, soot, SO2, CO, NOx and CnHm of electrified railways, and analyzed their dynamic characteristics during the period of 1975 2007. The results show that during this period, the annual mean values of energy saving is 1.23×10^6 tce, and direct emission reduction of CO2, soot, SO2, CO, NOx and CnHm are 4.267×10^6 t, 20.5×10^3 t, 3.0×10^3 t, 9.6×10^3 t, 67.9×10^3 t, and 6.9×10^3 t per year, respectively. The annual average increasing rates of energy saving is 139×10^3 tce, and direct emission reduction of CO2, soot, SO2, CO, NOx and CnHm are 483×10^3 t, 2.3×10^3 t, 0.34×10^3 t, 1.1×10^3 t, 7.7 ×10^3 t and 0.78×10^3 t per year, respectively. The electrified railways have played an important role in decreasing the energy consumption and air pollutant emissions of China's railway system. The results of this study could provide some reference knowledge for future reductions of energy consumption and waste gas emission in China's railway transportation. 展开更多
关键词 China railways electrified railways: energy saving emission reduction CO2 air pollutants
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Hybrid compensation method for traction power quality compensators in electrified railway power supply system 被引量:2
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作者 Mohammad Arabahmadi Mahdi Banejad Ali Dastfan 《Global Energy Interconnection》 CAS CSCD 2021年第2期158-168,共11页
In order to improve the Power Quality(PQ)of traction power supply system and reduce the power rating and operation cost of compensator,a Static VAR Compensator(SVC)integrated Railway Power Conditioner(RPC)is presented... In order to improve the Power Quality(PQ)of traction power supply system and reduce the power rating and operation cost of compensator,a Static VAR Compensator(SVC)integrated Railway Power Conditioner(RPC)is presented in this paper.RPC is a widely used device in the AC electrified railway systems to enhance the PQ indices of the main network.The next generation of this equipment is Active Power Quality Compensator(APQC).The major concern of these compensators is their high kVA rating.In this paper,a hybrid technique is proposed to solve aforementioned problems.A combination of SVC as an auxiliary device is employed together with the main compensators,i.e.,RPC and APQC that leads on to the reduction of power rating of the main compensators.The use of proposed scheme will cause to reduce significantly the initial investment cost of compensation system.The main compensators are only utilized to balance active powers of two adjacent feeder sections and suppress harmonic currents.The SVCs are used to compensate reactive power and suppress the third and fifth harmonic currents.In this paper firstly,the PQ compensation procedure in AC electrified railway is analyzed step by step.Then,the control strategies for SVC and the main compensators are presented.Finally,a simulation is fulfilled using Matlab/Simulink software to verify the effectiveness and validity of the proposed scheme and compensation strategy and also demonstrate that this technique could compensate all PQ problems. 展开更多
关键词 AC electrified railway Power quality compensation Auxiliary compensator Static var compensator Power rating reduction of converters
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Power management in co-phase traction power supply system with super capacitor energy storage for electrified railways 被引量:4
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作者 Xiaohong Huang Qinyu Liao +2 位作者 Qunzhan Li Sida Tang Ke Sun 《Railway Engineering Science》 2020年第1期85-96,共12页
Increasing railway traffic and energy utilization issues prompt electrified railway systems to be more economical,efficient and sustainable.As regenerative braking energy in railway systems has huge potential for opti... Increasing railway traffic and energy utilization issues prompt electrified railway systems to be more economical,efficient and sustainable.As regenerative braking energy in railway systems has huge potential for optimized utilization,a lot of research has been focusing on how to use the energy efficiently and gain sustainable benefits.The energy storage system is an alternative because it not only deals with regenerative braking energy but also smooths drastic fluctuation of load power profile and optimizes energy management.In this work,we propose a co-phase traction power supply system with super capacitor(CSS_SC)for the purpose of realizing the function of energy management and power quality management in electrified railways.Besides,the coordinated control strategy is presented to match four working modes,including traction,regenerative braking,peak shaving and valley filling.A corresponding simulation model is built in MATLAB/Simulink to verify the feasibility of the proposed system under dynamic working conditions.The results demonstrate that CSS_SC is flexible to deal with four different working conditions and can realize energy saving within the allowable voltage unbalance of 0.008%in simulation in contrast to 1.3%of the standard limit.With such a control strategy,the performance of super capacitor is controlled to comply with efficiency and safety constraints.Finally,a case study demonstrates the improvement in power fluctuation with the valley-to-peak ratio reduced by 20.3%and the daily load factor increased by 17.9%. 展开更多
关键词 electrified railway Co-phase TRACTION POWER supply system Energy storage Peak SHAVING VALLEY FILLING POWER quality Super capacitor
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Traction power systems for electrified railways:evolution,state of the art,and future trends 被引量:1
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作者 Haitao Hu Yunjiang Liu +4 位作者 Yong Li Zhengyou He Shibin Gao Xiaojuan Zhu Haidong Tao 《Railway Engineering Science》 EI 2024年第1期1-19,共19页
Traction power systems(TPSs)play a vital role in the operation of electrified railways.The transformation of conventional railway TPSs to novel structures is not only a trend to promote the development of electrified ... Traction power systems(TPSs)play a vital role in the operation of electrified railways.The transformation of conventional railway TPSs to novel structures is not only a trend to promote the development of electrified railways toward high-efficiency and resilience but also an inevitable requirement to achieve carbon neutrality target.On the basis of sorting out the power supply structures of conventional AC and DC modes,this paper first reviews the characteristics of the existing TPSs,such as weak power supply flexibility and low-energy efficiency.Furthermore,the power supply structures of various TPSs for future electrified railways are described in detail,which satisfy longer distance,low-carbon,high-efficiency,high-reliability and high-quality power supply requirements.Meanwhile,the application prospects of different traction modes are discussed from both technical and economic aspects.Eventually,this paper introduces the research progress of mixed-system electrified railways and traction power supply technologies without catenary system,speculates on the future development trends and challenges of TPSs and predicts that TPSs will be based on the continuous power supply mode,employing power electronic equipment and intelligent information technology to construct a railway comprehensive energy system with renewable energy. 展开更多
关键词 Railway traction power system Future electrified railway Flexible continuous power supply Renewable energy Integrated energy system
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Scheme of long distance power supply for electrified railway traction network based on traction cable 被引量:2
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作者 Hui Wang Qunzhan Li +2 位作者 Wei Liu Chuang Wang Tongtong Liu 《Railway Sciences》 2022年第1期114-130,共17页
Purpose–The traction cable is paralleled with the existing traction network of electrified railway through transverse connecting line to form the scheme of long distance power supply for the traction network.This pap... Purpose–The traction cable is paralleled with the existing traction network of electrified railway through transverse connecting line to form the scheme of long distance power supply for the traction network.This paper aims to study the scheme composition and power supply distance(PSD)of the scheme.Design/methodology/approach–Based on the structure of parallel traction network(referred to as“cable traction network(CTN)”),the power supply modes(PSMs)are divided into cableþdirect PSM and cableþautotransformer(AT)PSM(including Japanese mode,French mode and new mode).Taking cableþJapanese AT PSM as an example,the scheme of long distance power supply for CTN under the PSMs of co-phase and out-of-phase power supply are designed.On the basis of establishing the equivalent circuit model and the chain circuit model of CTN,taking the train working voltage as the constraint condition,and based on the power flow calculation of multiple train loads,the calculation formula and process for determining the PSD of CTN are given.The impedance and PSD of CTN under the cableþAT PSM are simulated and analyzed,and a certain line is taken as an example to compare the scheme design.Findings–Results show that the equivalent impedance of CTN under the cableþAT PSM is smaller,and the PSD is about 2.5 times of that under the AT PSM,which can effectively increase the PSD and the flexibility of external power supply location.Originality/value–The research content can effectively improve the PSD of traction power supply system and has important reference value for the engineering application of the scheme. 展开更多
关键词 Traction cable electrified railway Traction network Long distance power supply Voltage drop Power flow calculation
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Low-cost optical sensors in electrified lab-on-a-disc platforms:liquid-phase boundary detection and automated diagnostics
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作者 Vahid Kordzadeh-Kermani Maryam Vahid +3 位作者 Seyed Nezameddin Ashrafizadeh Sergio O.Martinez-Chapa Marc J.Madou Masoud Madadelahi 《Microsystems & Nanoengineering》 2025年第2期449-462,共14页
Centrifugal microfluidic platforms are highly regarded for their potential in multiplexing and automation,as well as their wide range of applications,especially in separating blood plasma and manipulating two-phase fl... Centrifugal microfluidic platforms are highly regarded for their potential in multiplexing and automation,as well as their wide range of applications,especially in separating blood plasma and manipulating two-phase flows.However,the need to use stroboscopes or high-speed cameras for monitoring these tasks hinders the extensive use of these platforms in research and commercial settings.In this study,we introduce an innovative and cost-effective strategy for using an array of light-dependent resistors(LDRs)as optical sensors in microfluidic devices,particularly centrifugal platforms.While LDRs are attractive for their potential use as photodetectors,their bulky size frequently restricts their ability to provide high-resolution detection in microfluidic systems.Here,we use specific waveguides to direct light beams from narrow apertures onto the surface of LDRs.We integrated these LDRs into electrified Lab-on-a-Disc(eLOD)devices,with wireless connectivity to smartphones and laptops.This enables many applications,such as droplet/particle counting and velocity measurement,concentration analysis,fluidic interface detection in multiphase flows,real-time monitoring of sample volume on centrifugal platforms,and detection of blood plasma separation as an alternative to costly stroboscope devices,microscopes,and high-speed imaging.We used numerical simulations to evaluate various fluids and scenarios,which include rotation speeds of up to 50 rad/s and a range of droplet sizes.For the testbed,we used the developed eLOD device to analyze red blood cell(RBC)deformability and improve the automated detection of sickle cell anemia by monitoring differences in RBC deformability during centrifugation using the sensors’signals.In addition to sickle cell anemia,this device has the potential to facilitate low-cost automated detection of other medical conditions characterized by altered RBC deformability,such as thalassemia,malaria,and diabetes. 展开更多
关键词 liquid phase boundary detection separating blood plasma low cost optical sensors light dependent resistors automated diagnostics centrifugal microfluidic platforms waveguides electrified lab disc
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Thermal Management of Electrified Propulsion System for Low-Carbon Vehicles 被引量:1
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作者 Bo Li Huang Kuo +6 位作者 Xuehui Wang Yiyi Chen Yangang Wang David Gerada Sean Worall Ian Stone Yuying Yan 《Automotive Innovation》 CSCD 2020年第4期299-316,共18页
An overview of current thermal challenges in transport electrification is introduced in order to underpin the research developments and trends of recent thermal management techniques.Currently,explorations of intellig... An overview of current thermal challenges in transport electrification is introduced in order to underpin the research developments and trends of recent thermal management techniques.Currently,explorations of intelligent thermal management and control strategies prevail among car manufacturers in the context of climate change and global warming impacts.Therefore,major cutting-edge systematic approaches in electrified powertrain are summarized in the first place.In particular,the important role of heating,ventilation and air-condition system(HVAC)is emphasised.The trends in developing efficient HVAC system for future electrified powertrain are analysed.Then electric machine efficiency is under spotlight which could be improved by introducing new thermal management techniques and strengthening the efforts of driveline integrations.The demanded integration efforts are expected to provide better value per volume,or more power output/torque per unit with smaller form factor.Driven by demands,major thermal issues of high-power density machines are raised including the comprehensive understanding of thermal path,and multiphysics challenges are addressed whilst embedding power electronic semiconductors,non-isotropic electromagnetic materials and thermal insulation materials.Last but not least,the present review has listed several typical cooling techniques such as liquid cooling jacket,impingement/spray cooling and immersion cooling that could be applied to facilitate the development of integrated electric machine,and a mechanic-electric-thermal holistic approach is suggested at early design phase.Conclusively,a brief summary of the emerging new cooling techniques is presented and the keys to a successful integration are concluded. 展开更多
关键词 Thermal management electrified powertrain Efficient cooling and heating Electric machine and control High power electronics
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Intensifying electrified flow-through water treatment technologies via local environment modification
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作者 Zheng-Yang Huo Xiaoxiong Wang +1 位作者 Xia Huang Menachem Elimelech 《Frontiers of Environmental Science & Engineering》 SCIE EI CSCD 2024年第6期17-25,共9页
Removing high-risk and persistent contaminants from water is challenging,because they typically exist at low concentrations in complex water matrices.Electrified flow-through technologies are viable to overcome the li... Removing high-risk and persistent contaminants from water is challenging,because they typically exist at low concentrations in complex water matrices.Electrified flow-through technologies are viable to overcome the limitations induced by mass transport for efficient contaminant removal.Modifying the local environment of the flow-through electrodes offers opportunities to further improve the reaction kinetics and selectivity for achieving near-complete removal of these contaminants from water.Here,we present state-of-the-art local environment modification approaches that can be incorporated into electrified flow-through technologies to intensify water treatment.We first show methods of nanospace incorporation,local geometry adjustment,and microporous structure optimization that can induce spatial confinement,enhanced local electric field,and microperiodic vortex,respectively,for local environment modification.We then discuss why local environment modification can complement the flow-through electrodes for improving the reaction rate and selectivity.Finally,we outline appropriate scenarios of intensifying electrified flow-through technologies through local environment modification for fit-for-purpose water treatment applications. 展开更多
关键词 Point-of-use water treatment electrified membrane Advection-enhanced mass transport Water decontamination and disinfection Emerging contaminants
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Highly efficient chemicalproductionviaelectrified,transient high-temperature synthesis
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作者 Yichen Dong Yi Rao +5 位作者 Hanwen Liu Hao Zhang Rong Hu Yingquan Chen Yonggang Yao Haiping Yang 《eScience》 2024年第4期41-53,共13页
In response to the current energy and environmental challenges,reducing or replacing reliance on fossil fuels and striving for carbon neutrality seems to be the only viable choice.Recently,a cutting-edge,eco-friendly ... In response to the current energy and environmental challenges,reducing or replacing reliance on fossil fuels and striving for carbon neutrality seems to be the only viable choice.Recently,a cutting-edge,eco-friendly method of chemical synthesis via transient Joule heating(JH)demonstrated significant promise across various domains,including methane reforming,ammonia synthesis,volatile organic compounds removal,plastic recycling,the synthesis of functional carbon materials from repurposed solid waste,etc.In this review,the advantages,and latest developments in thermochemical synthesis by flash and transient JH are comprehensively outlined.Unlike the ongoing heating process of conventional furnaces that consume fossil fuels,dynamic and transient JH can get significantly higher reaction rates,energy efficiency,flexibility,and versatility.Subsequently,the transient reaction mechanism,data science optimization,and scale-up production models are discussed,and prospects for the integration of the electrified chemical industry with renewable energy for carbon neutrality and long-term energy storage are also envisioned. 展开更多
关键词 electrified chemicalsynthesis Transient heating Low-carbon production Gas-phasereaction Solid waste
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The model of electrified cell clusters in biological tissues basing on the resting potential difference
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作者 Yufang He Peiguo Xu +2 位作者 Huijie Wu Yong Chu Guanglei Zhang 《Medicine in Novel Technology and Devices》 2023年第2期74-80,共7页
The resting potential is the potential difference that exists between the inner and outer sides of the cell membrane when the cell is not stimulated.The resting membrane potential is a key regulator of phenomena such ... The resting potential is the potential difference that exists between the inner and outer sides of the cell membrane when the cell is not stimulated.The resting membrane potential is a key regulator of phenomena such as cell proliferation,morphogenesis,migration and differentiation.In this paper,we proposed a model of electrified cell clusters that considers the resting potential of cell clusters in the resting state.By measuring the potential difference between the inner and outer sides of biological tissues,it is verified that the cell cluster has a negative potential difference when taking the outer potential as the reference.In the absence of external conductors,the tissue is electrically neutral;while in the presence of external conductors,the positive net charges escape freely under repulsive forces and the biological tissues form a negative electrical equilibrium system.The model proposed in this study explored the potential situation above the cellular level in the resting state,providing a new perspective for the research on resting potential. 展开更多
关键词 electrified cell clusters Negative electrical equilibrium system Resting potential Biological tissues
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Modeling and Capacity Configuration Optimization of CRH5 EMU On-Board Energy Storage System
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作者 Mingxing Tian Weiyuan Zhang Zhaoxu Su 《Energy Engineering》 EI 2025年第1期307-329,共23页
In the context of the“dual carbon”goals,to address issues such as high energy consumption,high costs,and low power quality in the rapid development of electrified railways,this study focused on the China Railways Hi... In the context of the“dual carbon”goals,to address issues such as high energy consumption,high costs,and low power quality in the rapid development of electrified railways,this study focused on the China Railways High-Speed 5 Electric Multiple Unit and proposed a mathematical model and capacity optimization method for an onboard energy storage system using lithium batteries and supercapacitors as storage media.Firstly,considering the electrical characteristics,weight,and volume of the storage media,a mathematical model of the energy storage system was established.Secondly,to tackle problems related to energy consumption and power quality,an energy management strategy was proposed that comprehensively considers peak shaving and valley filling and power quality by controlling the charge/discharge thresholds of the storage system.Thecapacity optimization adopted a bilevel programming model,with the series/parallel number of storage modules as variables,considering constraints imposed by the Direct Current to Direct Current converter,train load,and space.An improved Particle Swarm Optimization algorithm and linear programming solver were used to solve specific cases.The results show that the proposed onboard energy storage system can effectively achieve energy savings,reduce consumption,and improve power qualitywhile meeting the load and space limitations of the train. 展开更多
关键词 electrified railway regenerative braking bi-level programming on-board energy storage power quality capacity configuration
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AI-Defined Mobility in Spotlight at 2025 Shanghai Auto Show--China is leading the development of the next generation intelligent-vehicle technologies
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作者 LI YIN 《ChinAfrica》 2025年第6期59-59,共1页
The 2025 Shanghai Auto Show reaffirmed its role as one of the world’s most influential automotive industry events,offering a panoramic view of the future shaped by intelligent and electrified vehicles.With over 200 n... The 2025 Shanghai Auto Show reaffirmed its role as one of the world’s most influential automotive industry events,offering a panoramic view of the future shaped by intelligent and electrified vehicles.With over 200 new models on display-85 percent of them new energy vehicles-this year’s show spotlighted how the global auto industry is pivoting rapidly towards an era of software-defined and AI-powered mobility. 展开更多
关键词 shanghai auto show software defined mobility ai defined mobility intelligent vehicle technologies ai powered mobility new energy vehicles intelligent electrified vehicles
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Preface to the“Mechanics of Batteries and Fuel Cells”Special Issue of Acta Mechanica Solida Sinica
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作者 Rong Xu Zheng Zhong 《Acta Mechanica Solida Sinica》 2025年第3期341-343,共3页
Significant advances in battery and fuel cell technologies over the past decade have catalyzed the transition toward electrified transportation systems and large-scale renewable energy integration.Concurrent with thes... Significant advances in battery and fuel cell technologies over the past decade have catalyzed the transition toward electrified transportation systems and large-scale renewable energy integration.Concurrent with these developments,the interdisciplinary role of mechanics has emerged as a critical research frontier. 展开更多
关键词 electrified transportation systems battery fuel cell technologies fuel cells batteries large scale renewable energy integration significant advances mechanics interdisciplinary research
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Visualizing atom-scale surface restructuring of Cu-based electrocatalyst in electrocatalytic CO_(2)reduction toward multicarbon product
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作者 Yun-Hao Song Heng-Rui Zhao +1 位作者 Wei Lu Hai-Qing Wang 《Rare Metals》 2025年第6期4309-4311,共3页
Electrocatalysis has been extensively explored for the storage and conversion of renewable electric power.Understanding the physisorption and chemisorption processes at electrified solid–liquid interfaces(ESLIs)is cr... Electrocatalysis has been extensively explored for the storage and conversion of renewable electric power.Understanding the physisorption and chemisorption processes at electrified solid–liquid interfaces(ESLIs)is crucial for revealing the typical surface restructuring and catalyst dissolution during electrocatalysis.Although advanced in situ tools and theoretical models have been proposed[1,2],identifying the nature of the active sites with atomic-scale spatial resolution remains a challenge,especially at ESLIs.In a recent work published in Nature,Zhang et al.[3]reported a groundbreaking atomic-resolution imaging of the structural dynamics of Cu nanowire catalysts in ESLIs for electrochemical CO_(2)reduction(ECR). 展开更多
关键词 nature active sites atom scale surface restructuring electrified solid liquid interfaces eslis theoretical models situ tools surface restructuring physisorption chemisorption processes renewable electric powerunderstanding
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Adaptive Multi-modal Fusion Instance Segmentation for CAEVs in Complex Conditions:Dataset,Framework and Verifications 被引量:3
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作者 Pai Peng Keke Geng +3 位作者 Guodong Yin Yanbo Lu Weichao Zhuang Shuaipeng Liu 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2021年第5期96-106,共11页
Current works of environmental perception for connected autonomous electrified vehicles(CAEVs)mainly focus on the object detection task in good weather and illumination conditions,they often perform poorly in adverse ... Current works of environmental perception for connected autonomous electrified vehicles(CAEVs)mainly focus on the object detection task in good weather and illumination conditions,they often perform poorly in adverse scenarios and have a vague scene parsing ability.This paper aims to develop an end-to-end sharpening mixture of experts(SMoE)fusion framework to improve the robustness and accuracy of the perception systems for CAEVs in complex illumination and weather conditions.Three original contributions make our work distinctive from the existing relevant literature.The Complex KITTI dataset is introduced which consists of 7481 pairs of modified KITTI RGB images and the generated LiDAR dense depth maps,and this dataset is fine annotated in instance-level with the proposed semi-automatic annotation method.The SMoE fusion approach is devised to adaptively learn the robust kernels from complementary modalities.Comprehensive comparative experiments are implemented,and the results show that the proposed SMoE framework yield significant improvements over the other fusion techniques in adverse environmental conditions.This research proposes a SMoE fusion framework to improve the scene parsing ability of the perception systems for CAEVs in adverse conditions. 展开更多
关键词 Connected autonomous electrified vehicles Multi-modal fusion Semi-automatic annotation Sharpening mixture of experts Comparative experiments
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A preventive opportunistic maintenance method for railway traction power supply system based on equipment reliability 被引量:4
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作者 Sheng Lin Nan Li +4 位作者 Ding Feng Xiaomin Guo Weiguo Pan Jun Wang Chao Yang 《Railway Engineering Science》 2020年第2期199-211,共13页
Conventional maintenance mode for the traction power supply system(TPSS)is to perform scheduled regular maintenance activities for power supply equipment,while such maintenance mode may result in undue maintenance tas... Conventional maintenance mode for the traction power supply system(TPSS)is to perform scheduled regular maintenance activities for power supply equipment,while such maintenance mode may result in undue maintenance tasks and low efficiency due to different degradation processes of different sorts of equipment.To address this problem,this paper introduces a preventive opportunistic maintenance(POM)method for TPSS based on equipment reliability.Firstly,a POM model is established by considering the equipment reliability degradation process based on Weibull distribution.Then,by considering the total power outage time in the planned operation cycle of TPSS as the optimization objective,the optimal maintenance scheme of TPSS is formulated by iterative method of maintenance strategies.The proposed method is verified by introducing practical maintenance strategies and fault record data of the traction transformer,circuit breaker and disconnector in an actual TPSS of a railway administration.Results show that the presented method can make full use of the existing fault data to develop a POM scheme for TPSS.It can improve maintenance efficiency and reduce power outage time,providing guidance to formulate scientific maintenance strategies for TPSS. 展开更多
关键词 electrified railway Opportunistic maintenance interval Preventive opportunistic maintenance RELIABILITY Traction power supply system Weibull distribution
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高速公路上跨电气化铁路立交桥换梁工程设计施工 被引量:3
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作者 倪建 《世界桥梁》 北大核心 2010年第4期71-74,共4页
唐津高速公路北环立交桥上部结构采用25 m后张预应力空心板梁,全桥共36跨总长890 m,其第20孔上跨北环双股电气化铁路,常规检查发现该跨板梁跨中梁底范围普遍存在横向裂缝,急需对该跨板梁进行更换。通过分析认为原桥设计标准偏低、近年... 唐津高速公路北环立交桥上部结构采用25 m后张预应力空心板梁,全桥共36跨总长890 m,其第20孔上跨北环双股电气化铁路,常规检查发现该跨板梁跨中梁底范围普遍存在横向裂缝,急需对该跨板梁进行更换。通过分析认为原桥设计标准偏低、近年来超载车辆激增、板梁间横向联系较弱为病害主要原因。针对病害原因,采用提高板梁荷载设计等级、增加梁高、增配普通钢筋和预应力钢筋、改变板梁间铰缝形式等措施设计新板梁。换梁施工采用切割机沿顺桥向切割板梁,用架桥机吊装新梁,并在施工过程中对铁路进行电气化防护。 展开更多
关键词 唐津高速公路 电气化铁路 铁路立交桥 换梁施工 工程 设计施工 electrified Railway Beam 预应力空心板梁 预应力钢筋 施工过程 设计等级 设计标准 上部结构 切割机 普通钢筋 横向裂缝 横向联系 超载车辆 常规检查
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Improved fault location method for AT traction power network based on EMU load test 被引量:1
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作者 Guosong Lin Xuguo Fu +1 位作者 Wei Quan Bin Hong 《Railway Engineering Science》 2022年第4期532-540,共9页
The autotransformer(AT)neutral current ratio method is widely used for fault location in the AT traction power network.With the development of high-speed electrified railways,a large number of data show that the relat... The autotransformer(AT)neutral current ratio method is widely used for fault location in the AT traction power network.With the development of high-speed electrified railways,a large number of data show that the relation between the AT neutral current ratio and the distance from the beginning of the fault AT section to the fault point(Q-L relation)is mostly nonlinear.Therefore,the linear Q-L relation in the traditional fault location method always leads to large errors.To solve this problem,a large number of load-related current data that can be used to describe the Q-L relation are obtained through the load test of the electric multiple unit(EMU).Thus,an improved fault location method based on the back propagation(BP)neural network is proposed in this paper.On this basis,a comparison between the improved method and the traditional method shows that the maximum absolute error and the average absolute error of the improved method are 0.651 km and 0.334 km lower than those of the traditional method,respectively,which demonstrates that the improved method can effectively eliminate the influence of nonlinear factors and greatly improve the accuracy of fault location for the AT traction power network.Finally,combined with a shortcircuit test,the accuracy of the improved method is verified. 展开更多
关键词 Fault location EMU load test BP neural network AT traction power network High-speed electrified railway
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