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认知工程:生成式人工智能的第二幕
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作者 刘鹏飞 陆鹏睿 《计算》 2025年第8期13-19,共7页
生成式人工智能(generative artificial intelligence,GenAI)正迎来发展历程中的关键转折点,从第一幕“知识工程”时代(2020—2023年)迈向第二幕“认知工程”时代(2024年至今)。本研究系统分析了这一范式转变的理论基础、技术路径及其... 生成式人工智能(generative artificial intelligence,GenAI)正迎来发展历程中的关键转折点,从第一幕“知识工程”时代(2020—2023年)迈向第二幕“认知工程”时代(2024年至今)。本研究系统分析了这一范式转变的理论基础、技术路径及其深远影响。研究表明,第一幕AI主要通过预训练和微调实现知识存储与检索,在基础任务上表现优异但存在深度思考能力有限的瓶颈。第二幕实现了关键突破:AI首次具备真正的深度思考能力,能够进行从1min~1000h的持续复杂推理,将大模型从知识管理工具提升为认知管理工具。这一转变建立在三大技术支柱之上:知识基础的质变、测试时扩展技术的成熟以及自我训练技术的突破。在此基础上,第二幕生成式AI呈现五大关键特性:极致的数据高效性、预训练与强化学习的协同设计、认知数据挖掘成为核心能力、向真实世界复杂问题的全面挑战以及交互式智能范式的确立。数据工程经历了从1.0到2.0的根本性演变,“旅程学习”取代了“捷径学习”,使模型能够学习包含反思、纠错和回溯的完整决策过程。认知工程的兴起不仅改变了AI技术发展路径,更将重构人机协作模式,为解决人类最复杂的问题提供全新途径。 展开更多
关键词 生成式人工智能 认知工程 测试时扩展 强化学习 数据工程 深度思考 知识图谱 人机协作
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Influence of different data selection criteria on internal geomagnetic field modeling 被引量:4
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作者 HongBo Yao JuYuan Xu +3 位作者 Yi Jiang Qing Yan Liang Yin pengfei liu 《Earth and Planetary Physics》 2025年第3期541-549,共9页
Earth’s internal core and crustal magnetic fields,as measured by geomagnetic satellites like MSS-1(Macao Science Satellite-1)and Swarm,are vital for understanding core dynamics and tectonic evolution.To model these i... Earth’s internal core and crustal magnetic fields,as measured by geomagnetic satellites like MSS-1(Macao Science Satellite-1)and Swarm,are vital for understanding core dynamics and tectonic evolution.To model these internal magnetic fields accurately,data selection based on specific criteria is often employed to minimize the influence of rapidly changing current systems in the ionosphere and magnetosphere.However,the quantitative impact of various data selection criteria on internal geomagnetic field modeling is not well understood.This study aims to address this issue and provide a reference for constructing and applying geomagnetic field models.First,we collect the latest MSS-1 and Swarm satellite magnetic data and summarize widely used data selection criteria in geomagnetic field modeling.Second,we briefly describe the method to co-estimate the core,crustal,and large-scale magnetospheric fields using satellite magnetic data.Finally,we conduct a series of field modeling experiments with different data selection criteria to quantitatively estimate their influence.Our numerical experiments confirm that without selecting data from dark regions and geomagnetically quiet times,the resulting internal field differences at the Earth’s surface can range from tens to hundreds of nanotesla(nT).Additionally,we find that the uncertainties introduced into field models by different data selection criteria are significantly larger than the measurement accuracy of modern geomagnetic satellites.These uncertainties should be considered when utilizing constructed magnetic field models for scientific research and applications. 展开更多
关键词 Macao Science Satellite-1 SWARM geomagnetic field modeling data selection core field crustal field
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Revised global vertically integrated remanent magnetization model of the oceanic lithosphere with comparison to LCS-1 model and MSS-1 magnetic measurements 被引量:2
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作者 ShiDa Sun Hui Li +3 位作者 JinSong Du Pan Zhang Chao Chen pengfei liu 《Earth and Planetary Physics》 2025年第3期653-666,共14页
The lithospheric magnetic field is an important component of the geomagnetic field,and the oceanic lithosphere exhibits distinct characteristics.Because of its formation mechanisms,evolutionary history,and geomagnetic... The lithospheric magnetic field is an important component of the geomagnetic field,and the oceanic lithosphere exhibits distinct characteristics.Because of its formation mechanisms,evolutionary history,and geomagnetic field polarity reversals,the oceanic lithosphere has significant remanent magnetization,which causes magnetic anomaly stripes parallel to the mid-ocean ridges.However,it is difficult to construct a high-resolution lithospheric magnetic field model in oceanic regions with relatively sparse data or no data.Using forward calculated lithospheric magnetic field data based on an oceanic remanent magnetization(ORM) model with physical and geological foundations as a supplement is a feasible approach.We first collect the latest available oceanic crust age grid,plate motion model,geomagnetic polarity timescale,and oceanic lithosphere thermal structure.Combining the assumptions that the paleo geomagnetic field is a geocentric axial dipole field and that the normal oceanic crust moves only in the horizontal direction,we construct a vertically integrated ORM model of the normal oceanic crust with a known age,including the intensity,inclination,and declination.Both the ORM model and the global induced magnetization(GIM) model are then scaled from two aspects between their forward calculated results and the lithospheric magnetic field model LCS-1.One aspect is the difference in their spherical harmonic power spectra,and the other is the misfit between the grid data over the oceans.We last compare the forward calculated lithospheric magnetic anomaly from the scaled ORM and GIM models with the Macao Science Satellite-1(MSS-1) observed data.The comparison results show that the magnetic anomalies over the normal oceanic crust regions at satellite altitude are mainly contributed by the high-intensity remanent magnetization corresponding to the Cretaceous magnetic quiet period.In these regions,the predicted and observed anomalies show good consistency in spatial distribution,whereas their amplitude differences vary across regions.This result suggests that regional ORM construction should be attempted in future work to address these amplitude discrepancies. 展开更多
关键词 oceanic remanent magnetization lithospheric magnetic field LCS-1 Macao Science Satellite-1
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Comprehensive evaluation of the vector magnetic field data from Macao Science Satellite-1A 被引量:1
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作者 XinYi Rang Chao Xiong +7 位作者 YuYang Huang ChunYu Xu FengJue Wang BoHao Qian Fan Yin SiShan Song Keke Zhang pengfei liu 《Earth and Planetary Physics》 2025年第3期521-531,共11页
In this study,we present a comprehensive evaluation of the magnetic field measurements from the Vector Field Magnetometer(VFM)aboard the recently launched Macao Science Satellite-1(MSS-1).One-year data from November 2... In this study,we present a comprehensive evaluation of the magnetic field measurements from the Vector Field Magnetometer(VFM)aboard the recently launched Macao Science Satellite-1(MSS-1).One-year data from November 2,2023,to November 1,2024,are considered.The MSS-1 flies with a low inclination(41°)and is designed to provide high-resolution magnetic field measurements,especially for monitoring the evolution of the South Atlantic Anomaly.Earlier studies confirmed the possibility of using MSS-1A data to model the Earth’s main magnetic field(e.g.,Jiang Y et al.,2024).Therefore,in this study we focus on the magnetic signatures related to the external field,which are primarily associated with magnetospheric and ionospheric currents.The global distributions of the magnetic residuals from MSS-1A show a pattern consistent with that derived from the European Space Agency’s Swarm A satellite.A statistical survey of the conjugated observations(withΔt<5 min andΔR<150 km)between the two satellites showed that the difference between their magnetic residuals is within±3 nanoteslas.By separating the magnetic residuals at the noon and midnight hours,we see that the MSS-1A data can effectively capture features of the magnetospheric and ionospheric currents,such as the magnetospheric ring current and ionospheric equatorial electrojet.Moreover,the magnetic residuals from MSS-1A show a diamagnetic effect caused by post-sunset equatorial plasma bubbles,which also suggests that the MSS-1A data have the potential to reveal the ionospheric structures.The comprehensive evaluations performed within this study demonstrate that the MSS-1A provides high-quality magnetic field data reaching the level of the Swarm satellite,which enables a deeper understanding of the modeling of Earth’s magnetic field as well as monitoring of the magnetic environment. 展开更多
关键词 MSS satellite magnetic field residuals ring current equatorial electrojet diamagnetic effect
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选矿浮选分段加药理论与实践 被引量:1
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作者 庹意龙 刘鹏飞 厉生杰 《新疆钢铁》 2025年第2期18-20,共3页
选矿浮选作业是通过选矿药剂将有用矿物从原矿中浮选出来的过程,传统的浮选加药方式是单次足量加药,经多次富集得到最终产品。甘肃某选厂原矿品位逐年下降,采用一次加药的方式,精矿品位无法达到指标要求,易使氧化镁含量超标。通过采用... 选矿浮选作业是通过选矿药剂将有用矿物从原矿中浮选出来的过程,传统的浮选加药方式是单次足量加药,经多次富集得到最终产品。甘肃某选厂原矿品位逐年下降,采用一次加药的方式,精矿品位无法达到指标要求,易使氧化镁含量超标。通过采用分段加药,实现了精选区富集效果提升,最终精矿品位达到指标要求,氧化镁含量也降低到要求水平。 展开更多
关键词 加药方式 一次加药 分段加药 富集 精选区
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Technical characteristics of Macao Science Satellite-1A 被引量:1
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作者 Yan Li Yong Zhang +13 位作者 TianYu Zhang ShiGeng Yuan Wen Su JingShan Sun Fei Feng BingJun Cheng Yi Jiang pengfei liu GuiHong Xiao QingMei Fan ChunYu Yu Ming Wang Qi Xiao ChuNan Miao 《Earth and Planetary Physics》 2025年第3期491-499,共9页
The Macao Science Satellite-1(MSS-1)is the first space science satellite jointly developed on the Chinese mainland and in Macao region.It comprises two satellites,named MSS-1A and MSS-1B,and holds considerable importa... The Macao Science Satellite-1(MSS-1)is the first space science satellite jointly developed on the Chinese mainland and in Macao region.It comprises two satellites,named MSS-1A and MSS-1B,and holds considerable importance in China’s space exploration endeavors.Among these,MSS-1A is the world’s first high-precision scientific satellite dedicated to exploring the geomagnetic field and space environment at low latitudes.Equipped with two high-precision vector magnetometers and one scalar magnetometer,which are integrally installed on a highly stable nonmagnetic optical bench,the MSS-1A enables simultaneous high-precision measurements of both the Earth’s vector magnetic field and its scalar components.Its design integrates several state-of-the-art technologies,including arc-second-level thermal stability control,nonmagnetic thermal control for the optical bench,and ultra-high magnetic cleanliness control.These innovations effectively minimize magnetic interference originating from the satellite itself,thereby substantially improving the precision of geomagnetic field measurements and establishing a robust technical foundation for future magnetic survey satellite constellations. 展开更多
关键词 Macao Science Satellite-1 system design geomagnetic field observation optical bench magnetic cleanliness control
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Comprehensive analysis of noise in Macao Science Satellite-1 vector magnetometer data 被引量:1
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作者 SiShan Song Fan Yin +4 位作者 Qin Yan Hermann Lühr Chao Xiong Yi Jiang pengfei liu 《Earth and Planetary Physics》 2025年第3期532-540,共9页
The Macao Science Satellite-1(known as MSS-1)is the first scientific exploration satellite that was designed to measure the Earth's low latitude magnetic field at high resolution and with high precision by collect... The Macao Science Satellite-1(known as MSS-1)is the first scientific exploration satellite that was designed to measure the Earth's low latitude magnetic field at high resolution and with high precision by collecting data in a near-equatorial orbit.Magnetic field data from MSS-1's onboard Vector Fluxgate Magnetometer(VFM),collected at a sample rate of 50 Hz,allows us to detect and investigate sources of magnetic data contamination,from DC to relevant Nyquist frequency.Here we report two types of artificial disturbances in the VFM data.One is V-shaped events concentrated at night,with frequencies sweeping from the Nyquist frequency down to zero and back up.The other is 5-Hz events(ones that exhibit a distinct 5 Hz spectrum peak);these events are always accompanied by intervals of spiky signals,and are clearly related to the attitude control of the satellite.Our analyses show that VFM noise levels in daytime are systematically lower than in nighttime.The daily average noise levels exhibit a period of about 52 days.The V-shaped events are strongly correlated with higher VFM noise levels. 展开更多
关键词 Macao Science Satellite-1 Vector Fluxgate Magnetometer artificial disturbances noise features
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Inverting tidal velocity from geomagnetic satellite by nonlinear method 被引量:1
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作者 Yu Gu ZhengYong Ren +3 位作者 Yang Wu LiNan Xu pengfei liu Keke Zhang 《Earth and Planetary Physics》 2025年第3期607-613,共7页
This study presents an inversion method to recover the tidal flow velocity using tidal signals extracted from geomagnetic satellite dataset.By integrating the latest Earth conductivity profile and the Earth's magn... This study presents an inversion method to recover the tidal flow velocity using tidal signals extracted from geomagnetic satellite dataset.By integrating the latest Earth conductivity profile and the Earth's magnetic field model,the limited memory quasi-Newton method(L-BFGS)is used to directly invert seawater flow velocities.We used the radial component of the induced magnetic field as the observed data,constructed an L_(2)-norm-based data misfit term using theoretical response and observed data,and applied smoothness constraints to the ocean flow velocity.The results agree well with the widely used HAMTIDE model in low-and mid-latitude regions,which is attributed to Macao Science Satellite-1's(MSS-1)unique low-inclination orbit of full coverage in these areas.These findings underscore MSS-1's potential to advance research on tidal-induced magnetic fields and their applications in ocean dynamics studies. 展开更多
关键词 Macao Science Satellite-1 satellite magnetic data tidal velocity inversion
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The magnetic stripe signatures of the North Atlantic Ocean crust derived from Swarm and Macao Science Satellite-1 observations 被引量:1
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作者 pengfei liu Liang Yin +1 位作者 ShiDa Sun HongBo Yao 《Earth and Planetary Physics》 2025年第3期635-641,共7页
The Earth's crust,the outer shell of the Earth,consists of continental crust and oceanic crust.Oceanic crust is created at the mid-oceanic ridge,where it is magnetized in the ambient field of the Earth.As new mate... The Earth's crust,the outer shell of the Earth,consists of continental crust and oceanic crust.Oceanic crust is created at the mid-oceanic ridge,where it is magnetized in the ambient field of the Earth.As new material is extruded,the crust spreads outward,retaining its magnetization.The reversal of the polarity of the Earth's magnetic field over geologic time leads to a pattern of striped magnetic anomalies.In this study,we carry out a preliminary evaluation on how data from the Macao Science Satellite-1(MSS-1),which has a low orbital inclination,influences inversion models of the oceanic crustal magnetic field when combined with data from the Swarm mission.For our modeling we use an equivalent source method based on a cubed-sphere grid.Our model captures the broad magnetic structure over the North Atlantic Ocean and demonstrates that the trend of magnetic stripes is consistent with the age frame of the oceanic crust.The amplitude of the radial magnetic field at 450 km the North Atlantic Ocean ranges from–11 nT to+8 nT.The addition of MSS-1 observations to Swarm data generates results consistent with the overall magnetic stripe pattern.The lack of short-wavelength scale structure reveals the limitation of high-altitude satellites in portraying fine features and hence lower-altitude observations would be required to delineate a more detailed crustal signature.It is expected to obtain a finer structure of oceanic magnetic stripes by combining low-altitude CHAMP field data and east-west gradient data derived from MSS-1 in future work. 展开更多
关键词 ocean magnetic stripes lithospheric magnetic structure Macao Science Satellite-1
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熔盐热解法制备α相氮化硅粉体
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作者 杨帆 韩召 +1 位作者 刘鹏飞 李杰 《过程工程学报》 北大核心 2025年第10期1064-1074,共11页
随着氮化硅(Si_(3)N_(4))陶瓷在航空航天、电子器件和高温结构材料等应用领域的不断扩展,对高质量Si_(3)N_(4)粉体的需求日益增加。然而,传统硅亚胺热解法普遍存在结晶温度较高与晶须易形成的问题,严重影响Si_(3)N_(4)粉体质量与应用性... 随着氮化硅(Si_(3)N_(4))陶瓷在航空航天、电子器件和高温结构材料等应用领域的不断扩展,对高质量Si_(3)N_(4)粉体的需求日益增加。然而,传统硅亚胺热解法普遍存在结晶温度较高与晶须易形成的问题,严重影响Si_(3)N_(4)粉体质量与应用性能。本研究的创新点在于引入熔盐环境,通过降低硅亚胺[Si(NH)_(2)]的结晶与相变温度,实现了对Si_(3)N_(4)粉体粒径的控制,并避免了不规则晶须的生成。研究以Si(NH)_(2)为原料、氯化钠(NaCl)为熔盐介质,采用熔盐热解法制备了形貌规则的α-Si_(3)N_(4)粉体,并探究了热解温度和硅盐比对粉体物相组成、粒径分布及微观形貌的影响。结果表明,NaCl熔盐可显著降低Si(NH)_(2)结晶与相变温度,在1400℃保温2 h的条件下,Si(NH)_(2)可完全转化为结晶度高、形貌规则的Si_(3)N_(4)粉体,其中α-Si_(3)N_(4)含量达75.52wt%,平均粒径为905.40 nm。此外,随NaCl熔盐含量增加,粉体中α-Si_(3)N_(4)含量呈先降低后增加的变化趋势,但粉体粒径逐渐减小。该方法有效抑制Si(NH)_(2)热解过程中晶须的形成,降低α-Si_(3)N_(4)粉体的结晶温度。机理分析显示,在熔盐提供的液相环境中,Si(NH)_(2)通过溶解-析出机制促进α-Si_(3)N_(4)颗粒生长。此方法为制备高质量、形貌规则的Si_(3)N_(4)粉体提供了新思路,具有广泛的应用潜力。 展开更多
关键词 氮化硅 熔盐 粉体 硅亚胺
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Optimizing Geometric Parameters of Planing Vessels for Enhanced Hydrodynamic Performance
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作者 Rachid Tayeb Samir E.Belhenniche +3 位作者 Mustapha Belkadi Mohammed Adnan Rizk Omer Kemal Kinaci pengfei liu 《哈尔滨工程大学学报(英文版)》 2025年第5期970-983,共14页
The hydrodynamic performance of high-speed planing hulls has gained considerable interest,with recent advancements in computational fluid dynamics and hull design techniques enhancing the understanding of planing hull... The hydrodynamic performance of high-speed planing hulls has gained considerable interest,with recent advancements in computational fluid dynamics and hull design techniques enhancing the understanding of planing hull hydrodynamics.In this study,we conducted a numerical investigation using the Reynolds-averaged Navier-Stokes approach with overset grids to capture large motions at high speeds.This study aims to improve the hydrodynamic performances of planing hulls,specifically focusing on total resistance,trim,and sinkage.The initial Fridsma hull with a deadrise angle of 20°has been used for validation,demonstrating good agreement with measurements at different Froude numbers.Subsequently,new configurations based on the Fridsma hull have been designed by varying the deadrise angle,number of chines,and transverse steps.Our findings reveal a correlation between the deadrise angle,the number of chines,and the Froude number.As the deadrise angle increases,total resistance also increases.Additionally,a single chine yields superior results at higher Froude numbers,while multiple chines offer advantages at lower values.The introduction of transverse steps consistently increases total resistance,highlighting their role in improving planing hull performance.This research not only offers valuable insights into planing hull design but also leverages state-of-the-art numerical methods to advance the understanding of hydrodynamic behaviors at high ship speeds. 展开更多
关键词 Ship resistance Deadrise angle Overset grids Fridsma hull Planing hull Single chine Transverse steps
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Influence of Interspecies Interactions on Bacterial Community Assembly in the Active and Permafrost Layers on the Qinghai-Tibet Plateau
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作者 Hongfei Chi Xiufeng Yin +5 位作者 Xuefeng Zhang Jingyi Zhu Lin Zhao Yongcui Deng pengfei liu Yongqin liu 《Journal of Earth Science》 2025年第2期395-407,共13页
Bacterial communities play a crucial role in permafrost biogeochemical cycling and ecosystem function maintenance.Bacterial interaction is one of the main factors in shaping soil bacterial communities.However,how woul... Bacterial communities play a crucial role in permafrost biogeochemical cycling and ecosystem function maintenance.Bacterial interaction is one of the main factors in shaping soil bacterial communities.However,how would bacterial interaction influence the bacterial communities in permafrost of the Qinghai-Tibet Plateau(QTP)remains largely unknown.Here we collected paired soil samples from both the active and permafrost layers of two typical QTP permafrost regions in October 2020 for Tuotuohe River(TTH)and May 2022 for Aerjin(ARJ),and investigated the bacterial communities and the role of interactions in structuring the bacterial community and its assembly process through amplicon sequencing of the 16S rRNA gene.Our study revealed distinct bacterial communities,with significant differences in the relative abundances of Proteobacteria(P<0.05),Acidobacteriota(P<0.001),Bacteroidota(P<0.05),and Planctomycetota(P<0.001)between the active layer and the permafrost layer.More importantly,we found that interspecies interactions,including both positive and negative associations,were strongly correlated with bacterial alpha-diversity and played a significant role in community variation and assembly process.Our findings also showed that the community assembly in both the active and permafrost layers was primarily driven by homogeneous selection of deterministic processes,with interspecies interactions accounting for more than 58%and 63%of all assembly mechanisms,respectively.This is the first study to quantify the contribution of bacterial interactions in shaping the bacterial community and its assembly process in permafrost of QTP,highlighting the importance of considering interspecies interactions in future modeling efforts.Our work also emphasizes the necessity of including interspecies interactions in microbial process projections to reduce uncertainty. 展开更多
关键词 PERMAFROST the Qinghai-Tibet Plateau bacterial community Interspecies interaction community assembly process biogeology
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Dynamic modeling and simulation of irregular faults in axle box bearings of high-speed trains
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作者 Xiaohui GU Yajia WANG +2 位作者 pengfei liu Zechao liu Shaopu YANG 《Applied Mathematics and Mechanics(English Edition)》 2025年第10期1883-1902,共20页
Axle box bearings are critical components of high-speed trains.Localized defects,such as pitting and spalling,on raceways or rollers pose significant threats to the operational safety of railway vehicles.In this work,... Axle box bearings are critical components of high-speed trains.Localized defects,such as pitting and spalling,on raceways or rollers pose significant threats to the operational safety of railway vehicles.In this work,a novel bearing-flexible axle boxvehicle coupling model is established to explore the vibration characteristics of axle box bearings with irregular localized defects.First,based on the contact and kinematic relationship between rollers and raceways,the three-dimensional(3D)bearing force elements are analyzed and formulated.Second,the established model and a flexible axle box are integrated into the vehicle,and the responses of the normal and faulty bearings under the combined excitations of wheel roughness and track irregularities are simulated.Third,the simulation results are verified through a rolling-vibrating test bench for full-scale wheelsets of high-speed trains.The comparisons of the fault-induced repetitive transients in the time-domain and the fault characteristic frequencies in the envelope spectra demonstrate the efficiency of the proposed model.Finally,based on the flexible axle box model,a sensitivity analysis of the accelerometer placements to the bearing faults is carried out,and the optimal one is identified based on both the time-domain and frequency-domain signal-to-noise ratios(SNRs)for engineering applications. 展开更多
关键词 axle box bearing irregular fault track irregularity flexible axle box accelerometer placement selection
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In-situ and operando characterizations in membrane electrode assemblies:Resolving dynamic interfaces and degradation pathways in CO_(2)electrocatalysis
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作者 Jiachen Wu pengfei liu Huagui Yang 《Chinese Journal of Catalysis》 2025年第12期1-8,共8页
Membrane electrode assemblies(MEAs)represent the preeminent configuration for industrial-scale CO_(2)electrolysis,yet their dynamic interfaces and degradation pathways remain inadequately resolved.This perspective hig... Membrane electrode assemblies(MEAs)represent the preeminent configuration for industrial-scale CO_(2)electrolysis,yet their dynamic interfaces and degradation pathways remain inadequately resolved.This perspective highlights how advanced operando characterization techniques-synchrotron X-ray spectroscopy,spatially resolved X-ray fluorescence,vibrational spectroscopy,electrochemical diagnostics et al.-decipher atomic-scale catalyst evolution,transient ion/water fluxes,and extreme interfacial microenvironments under industrial current densities.These methodologies reveal critical degradation mechanisms,including catalyst restructuring,carbonate precipitation-driven flooding,and cation-induced pH gradients,which are inaccessible to conventional ex-situ or three-electrode analyses.Integrating multimodal characterization is paramount to correlate transient interfacial chemistry with system-level performance,guiding the rational design of durable,high-selectivity MEAs for scalable CO_(2)conversion. 展开更多
关键词 Operando characterization Membrane electrode assemblies Electrocatalytic CO_(2)reduction Interfacial dynamics Degradation pathways
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Analysis of corrugation evolution characteristics based on scale-down tests-contact stick-slip perspective
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作者 Zhiqiang Wang pengfei liu 《Railway Sciences》 2025年第3期308-321,共14页
Purpose-Rail corrugation is still one of the unsolved challenges in the railway industry,and the abnormal vibration and high-frequency noise caused by it constitute serious adverse effects on the operating environment... Purpose-Rail corrugation is still one of the unsolved challenges in the railway industry,and the abnormal vibration and high-frequency noise caused by it constitute serious adverse effects on the operating environment.How to control corrugation has been an important research theme,and understanding corrugation evolution features is the necessary prerequisite.This study aims to investigate the specific evolution characteristics of corrugation from the contact stick-slip perspective.Design/methodology/approach-The formation and development processes of corrugation are analyzed by using a self-designed scale-down test device.Specifically,the contact stick-slip characteristics under different creepage conditions are analyzed and the formation mechanism of corrugation is summarized.On the basis of corrugation formation,the trend of corrugation development is further emphasized to completely describe the whole process of corrugation evolution.Findings-The results show that,under the determined vertical load condition,the contact interface appears the creep force-creepage negative slope phenomenon in the transverse direction.The cause of short-pitch corrugation on the rail wheel surface under the smaller angles of attack may be related to the inherent vibration frequency of the test device,and the cause of corrugation on the rail wheel surface under the larger angles of attack is mainly related to the stick-slip vibration induced by contact creep saturation.Originality/value-This research explores the evolution characteristics of corrugation by adopting a selfdesigned scale-down test device,and elucidates the mechanism of corrugation in detail. 展开更多
关键词 CORRUGATION Scale-down test Contact stick-slip Evolution process Angle of attack
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Dual-phase CoFe_(2)S_(4)/CoFe_(2)O_(4) nanoflowers with multiple interfacial polarization responses for superior electromagnetic wave absorption
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作者 Ke Yang pengfei liu +3 位作者 Yanqi Huang Yongfei Song Jiangfang Lian Da Li 《Rare Metals》 2025年第10期7710-7719,共10页
Transition metal sulfides and oxides with suitable dielectric features have been considered as significant candidates for advanced electromagnetic wave(EMW)absorption systems.However,there is still an urgent need to r... Transition metal sulfides and oxides with suitable dielectric features have been considered as significant candidates for advanced electromagnetic wave(EMW)absorption systems.However,there is still an urgent need to realize controllable regulation of their interfacial polarization behavior.Herein,we prepared dual-phase CoFe_(2)S_(4)/CoFe_(2)O_(4)composites with an average size of~1.43μm through a hydrothermal method.The unique nanoflower morphology promoted the multiple reflection and scattering of the incident EMW,contributing to the improvement of the loss ability.By varying the temperature during the solvothermal reaction,a facile adjustment of the CoFe_(2)O_(4)to CoFe_(2)S_(4)ratio can be realized.The difference in electronegativity and band gap facilitated the directional electron transfer from CoFe_(2)O_(4)side to CoFe_(2)S_(4)side at the dual-phase heterogenous interfaces,leading to spatial charge redistribution and optimized in-plane interfacial polarization.Moreover,the different distribution of CoFe_(2)O_(4)and CoFe_(2)S_(4)phases on different nanosheets exaggerated the deviation of interlayer positive/negative charges from the original equilibrium centers,thereby contributing to the enhancement of interlayer polarization.As a result,CoFe_(2)S_(4)/CoFe_(2)O_(4)with higher dual-phase density exhibited strongest absorption intensity of-77.2 dB with an effective absorption bandwidth of 7.2 GHz at 1.8 mm.This work demonstrates the effective EMW attenuation optimization in transition metal sulfides and oxides and paves the way for modulating multiple interfacial polarization responses in inhomogeneous absorber systems. 展开更多
关键词 Electromagnetic wave absorption Multiple interfacial polarization Transition metal sulfdes and oxides Dual-phase systems Crystal-phase engineering
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Promising advances in physically propelled micro/nanoscale robots
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作者 Zishang Liang Baolei Zhang +7 位作者 Shenghui Yi Kaiyuan Sun Guanhui Pei Yan Shang Xiaoyun liu Shuxia Ren pengfei liu Jinjin Zhao 《Nano Materials Science》 2025年第5期582-598,共17页
Micro/nanoscale robots(MNRs)have attracted significant interest in various fields because of their flexible design,physically controlled maneuvering,and barrier targeting.The execution of specific functions using MNRs... Micro/nanoscale robots(MNRs)have attracted significant interest in various fields because of their flexible design,physically controlled maneuvering,and barrier targeting.The execution of specific functions using MNRs relies on precise propulsion methods.Among the diverse propulsion techniques,physical propulsion is widely used owing to its noninvasive,safe,and convenient attributes.This review provides an analysis of the propulsion mechanisms in the magnetic,electric,thermal,and ultrasound fields and presents a comprehensive summary of the structures,movements,and applications of various MNRs while also examining their advantages and shortcomings associated with various physical propulsion methods.Finally,challenges and perspectives associated with the future development of MNRs are presented.The content of this review can serve as a multidisciplinary science reference for physicists,bioengineers,clinicians,roboticists,and chemists involved in pharmaceutical design and clinical therapy research. 展开更多
关键词 Micro/nanoscale robots Magnetic field propulsion Electric field propulsion Thermal field propulsion Ultrasound propulsion
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A cubed-sphere based method for global and regional modeling of the lithospheric magnetic field
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作者 Liang Yin JiaXuan Zhang +3 位作者 pengfei liu HongBo Yao Pan Zhang JinSong Du 《Earth and Planetary Physics》 2025年第3期622-634,共13页
The Earth's magnetic field,which has been extensively observed from ground to satellite altitudes over several decades,originates from multiple sources,such as the core dynamo,the conductive mantle,the magnetized ... The Earth's magnetic field,which has been extensively observed from ground to satellite altitudes over several decades,originates from multiple sources,such as the core dynamo,the conductive mantle,the magnetized lithosphere,and the space current systems.Modeling of the lithospheric contribution plays an important role in the geophysical studies and industrial applications.In this paper,we propose a new method for global and regional modeling of the lithospheric magnetic field based on the cubed-sphere.An equivalent dipole source method on a quasi-uniform cubed-sphere grid is employed in the forward modeling.The dipole directions are fixed according to a priori magnetization and the relative intensities are estimated by an inversion procedure of least-squares fitting with minimum model regularization.Several numerical tests are performed to validate the accuracy and efficiency of both forward modeling and inversion procedure.The proposed method is applied to the global and regional modeling based on the latest magnetic data from Swarm Alpha satellite and MSS-1 mission.The model results indicate that the proposed method works quite well for realistic satellite data and MSS-1 data is consistent with the Swarm data in terms of lithospheric field modeling. 展开更多
关键词 geomagnetic satellite lithospheric magnetic field cubed-sphere grid forward modeling INVERSION
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Multi-model Switching Control Study of a Full-Car Suspension System for Balancing Ride Comfort and Handling Stability
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作者 Fubao Xu Xiangjun Xia +3 位作者 Jing Cao pengfei liu Donghong Ning Haiping Du 《Chinese Journal of Mechanical Engineering》 2025年第5期83-100,共18页
The cooperative control of ride comfort and handling stability in automobile suspension systems presents a significant challenge in intelligent chassis system design.This complexity arises from the high degrees of fre... The cooperative control of ride comfort and handling stability in automobile suspension systems presents a significant challenge in intelligent chassis system design.This complexity arises from the high degrees of freedom,diverse operating conditions,and inherent trade-offs between performance metrics in full-car suspension systems.In this paper,a novel switching control strategy is proposed to better balance ride comfort and handling stability for a full-car suspension system.The system integrates a ride comfort controller and an anti-rollover controller,guided by a new rollover risk assessment indicator that requires fewer state variables.First,a vehicle suspension simplification model approach is introduced,reducing the fourteen-degree-of-freedom full-car suspension model to three two-degree-of-freedom models:vertical,pitch and roll.Based on these simplified models,vertical,roll,and pitch controllers are designed,simplifying the controller design process for full-car suspension systems.The ride comfort controller is constructed using the modal energy method in conjunction with the simplified model controllers,while the roll controller functions as the anti-rollover controller.The proposed rollover risk assessment indicator serves as the switching criterion between handling stability and ride comfort control.Experimental results demonstrate that the proposed switching control strategy effectively adapts to various road conditions,enabling the semi-active variable damping suspension system to perform multi-modal switching.Compared to a well-tuned passive suspension,vertical,roll,and pitch accelerations are reduced by 14.13%,13.02%and 13.08%,respectively,significantly improving ride comfort.Additionally,the system effectively mitigates rollover risk,achieving reductions in roll angle,roll speed,and roll acceleration by 19.69%,16.40%,and 29.96%,respectively,thereby greatly enhancing vehicle safety.Overall,the proposed switching control strategy achieves a successful balance between ride comfort and handling stability,enhancing overall driving performance. 展开更多
关键词 Full-car suspension Ride comfort Handling stability Modal energy method Rollover risk indicators
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Emission fluxes of nitrous acid(HONO)from livestock and poultry wastes
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作者 Wenjin Zhang pengfei liu +11 位作者 Min Song Xuran Li Xiaoxi Zhao Yifei Song Di Tian Chenglong Zhang Yuanyuan Zhang Yangang Ren Chengtang liu Junfeng liu Yinchang Feng Yujing Mu 《Journal of Environmental Sciences》 2025年第10期466-473,共8页
Gaseous nitrous acid(HONO)is a critical contributor to daytime hydroxyl radical in the troposphere.Livestock farming has been recognized as an overlooked HONO source,but the lack of detailed flux measurements from liv... Gaseous nitrous acid(HONO)is a critical contributor to daytime hydroxyl radical in the troposphere.Livestock farming has been recognized as an overlooked HONO source,but the lack of detailed flux measurements from livestock and poultry wastes would cause uncertainties in modeling its environmental impacts.Here,based on field flux measurements and laboratory experiments,we observed substantial HONO emissions from the composting of swine feces and chicken manure in the warm season,which might be mainly attributed to nitrification process in livestock and poultry wastes.The HONO emission from chicken manure was found to bemuch higher than that from swine feces,and the higher NH3 emission but lower N2O and NO emissions fromchicken manurewere also observed.Considering that the interaction among these nitrogen species during nitrification process,the obviously lower HONO emission from swine feces was likely to be explained by the lack of the total ammonia nitrogen and H+donors in swine feces.Temperature is also a key factor that influences the HONO emission from livestock wastes.In addition,the total HONO emission from swine feces in Chinawas estimated to be approximately 107.7 Gg-N/yr according to the national swine amounts,which is comparable to the national soil HONO emissions,underscoring its non-negligible contribution to regional air quality.Therefore,effective emission control of HONO fromlivestock and poultry wastes should be carried out to further improve air quality in China. 展开更多
关键词 Nitrous acid(HONO) Flux measurements Livestock and poultry wastes Open-top dynamic chamber Air pollution
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