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Exploring the influence of mixing energy on strength of sand treated by deep soil mixing
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作者 Mahdi Safdari Seh Gonbad Mahmood Reza Abdi 《Journal of Rock Mechanics and Geotechnical Engineering》 2026年第1期792-809,共18页
This study investigates the impacts of mixing time,execution procedure,cement dosage(α),and total water-to-cement ratio(W_(Total)/C)on the mixing energy(E)of deep soil mixing(DSM)columns and how E influences the stre... This study investigates the impacts of mixing time,execution procedure,cement dosage(α),and total water-to-cement ratio(W_(Total)/C)on the mixing energy(E)of deep soil mixing(DSM)columns and how E influences the strength of treated sand.Columns with a diameter of 7.5 cm were constructed using three mixing times(130,190,and 250 s),two execution procedures(normal and zigzag),threeαvalues(300,400,and 500 kg/m^(3)),and three W_(Total)/C ratios(2.5,3.0,and 3.5).For comparison,equivalent laboratory samples were also examined.Results revealed that increasing the mixing time andα,adopting the zigzag execution procedure,and reducing the W_(Total)/C ratio increase E.Outcomes indicated that an increase in E from 0.49-0.70 kJ to 0.70-0.90 kJ,0.90-1.10 kJ,and 1.10-1.40 kJ improves the unconfined compressive strength(UCS)of columns on average by 66%,124%,and 179%,respectively,and the secant modulus by 61%,110%,and 152%.Average strain at maximum stress also rises from 0.68%to 0.75%,0.81%,and 0.84%,respectively.The study identified a threshold in the direct relationship between E and the strength ratio(λ),beyond whichλdid not increase significantly with further increases in E.Additionally,at low and high E levels,DSM samples mainly failed by crushing and cracking modes,respectively.In DSM columns withα=500 kg/m^(3)and W_(Total)/C=2.5,increasing average E from 0.77 kJ to 0.95 kJ,1.08 kJ,and 1.28 kJ resulted in a reduction of coefficients of variation of UCS from 30.4%to 27.8%,24.5%,and 21.1%,respectively. 展开更多
关键词 Deep soil mixing(DSM) mixing energy Unconfined compressive strength(UCS) Secant modulus Strain at maximum stress Failure mode Strength variability
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Rydberg six-wave mixing spectrum under ionized environment variation
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作者 Yinglong Diao Haoliang Hu +4 位作者 Xiaofei Li Zhibo Li Feitong Zeng Yanbin Chen Shuhang You 《Chinese Physics B》 2026年第2期357-362,共6页
This paper presents the high-order nonlinear spectrum of six-wave mixing(SWM)influenced by ionizing Rydberg atom environment in rubidium thermal vapor.The experimentally measured transmitted SWM signals reveal signifi... This paper presents the high-order nonlinear spectrum of six-wave mixing(SWM)influenced by ionizing Rydberg atom environment in rubidium thermal vapor.The experimentally measured transmitted SWM signals reveal significant spectrum shifts and novel regularities,providing nonlinear spectrum insights into the ionization characteristics of Rydberg atoms.The detailed spectrum variations with increasing ion density are presented,paving the way for multi-wave mixing distribution of plasma and demonstrating SWM’s potential as a tool for measuring the electric field induced by the ionization process. 展开更多
关键词 Rydberg atoms six-wave mixing(SWM) electric field measurement
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A Cross-Band Quantum Light Source Based on Spontaneous Four-Wave Mixing in a Shallow-Ridge Silicon Waveguide
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作者 Yijia Wang Qirui Ren +2 位作者 Zhanping Jin Yidong Huang Wei Zhang 《Chinese Physics Letters》 2026年第1期64-70,共7页
To fully utilize the resources provided by optical fiber networks,a cross-band quantum light source generating photon pairs,where one photon in a pair is at C band and the other is at O band,is proposed in this work.T... To fully utilize the resources provided by optical fiber networks,a cross-band quantum light source generating photon pairs,where one photon in a pair is at C band and the other is at O band,is proposed in this work.This source is based on spontaneous four-wave mixing(SFWM)in a piece of shallow-ridge silicon waveguide.Theoretical analysis shows that the waveguide dispersion could be tailored by adjusting the ridge width,enabling broadband photon pair generation by SFWM across C band and O band.The spontaneous Raman scattering(SpRS)in silicon waveguides is also investigated experimentally.It shows that there are two regions in the spectrum of generated photons from SpRS,which could be used to achieve cross-band photon pair generation.A chip of shallow-ridge silicon waveguide samples with different ridge widths has been fabricated,through which cross-band photon pair generation is demonstrated experimentally.The experimental results show that the source can be achieved using dispersion-optimized shallow-ridge silicon waveguides.This cross-band quantum light source provides a way to develop new fiber-based quantum communication functions utilizing both C band and O band and extends applications of quantum networks. 展开更多
关键词 photon pair generation shallow ridge silicon waveguide spontaneous four wave mixing optical fiber networks adjusting ridge widthenabling cross band quantum light source broadband photon pair generation waveguide dispersion
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Characterizing the evolution of mixing induced by Richtmyer–Meshkov instability in laser-driven reshock experiments
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作者 Yongteng Yuan Zhengfeng Fan +16 位作者 Shaoyu Tu Chengxin Yu Wenyong Miao Zhenghua Yang Chuansheng Yin Liang Sun Huabing Du Minxi Wei Weichao Tong Wei Jiang Li Yao Wanli Shang Ji Yan Zhichao Li Dong Yang Jiamin Yang Yudong Pu 《Matter and Radiation at Extremes》 2025年第6期101-111,共11页
A reshock experiment for investigating the growth of material mixing driven by the Richtmyer–Meshkov instability has been conducted at the SG 100 kJ Laser Facility.We present a novel measurement technique for capturi... A reshock experiment for investigating the growth of material mixing driven by the Richtmyer–Meshkov instability has been conducted at the SG 100 kJ Laser Facility.We present a novel measurement technique for capturing the density field and the temporal evolution of the mixing width in rough aluminum subjected to reshocks under extreme conditions.The temporal evolution of the aluminum layer width obtained from backlit X-ray radiography demonstrates a sharp increase in width caused by reshocks,and simulations using the BHR-2 turbulent mixing model show excellent agreement with the measured aluminum layer width.Moreover,by utilizing a quasi-monochromatic X-ray imaging system at 5.2 keV,based on Bragg reflection from a spherically curved quartz crystal,we demonstrate direct quantification of the aluminum density field in mixed regions for the first time in a indirectly driven reshock experiment.The deviation between the calculated and actual density values is significantly less than 10%when the density of the aluminum region is below 0.7 g/cm3.The density field provides further information about variable-density turbulent mixing,which improves the constraints on simulations and enhances predictive capabilities for inertial confinement fusion target design and astrophysical shock scenarios. 展开更多
关键词 richtmyer meshkov instability rough aluminum mixing width laser driven reshock density field reshock experiment material mixing backlit X ray radiography
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Mode-mixing element 3D-printed directly on a fiber tip for space-division multiplexing
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作者 MIRI BLAU MORAN BIN-NUN DAN M.MAROM 《Photonics Research》 2025年第12期3257-3263,共7页
Space-division multiplexing(SDM)offers a promising route to scaling data throughput in fiber-optic networks,but it also introduces challenges such as mode-dependent loss(MDL)and intermodal crosstalk,which increase the... Space-division multiplexing(SDM)offers a promising route to scaling data throughput in fiber-optic networks,but it also introduces challenges such as mode-dependent loss(MDL)and intermodal crosstalk,which increase the computational load on digital signal processing(DSP).Periodic mode mixing has been shown to mitigate these effects by redistributing loss and gain across modes and shortening the effective temporal impulse response over which crosstalk accumulates.In this work,we present a novel and compact mode-scrambling device,3D printed directly onto the facet of a few-mode fiber. 展开更多
关键词 D printed shortening effective temporal impulse response scaling data throughput mode mixing fiber tip digital signal processing dsp periodic mode mixing intermodal crosstalkwhich redistributing loss gain
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Asymmetric mixing in unbaffled stirred tank reactors:A mini-review
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作者 Anqi Li Yuan Yao +3 位作者 Xin Zhang Yundong Wang Changyuan Tao Zuohua Liu 《Chinese Journal of Chemical Engineering》 2025年第11期273-287,共15页
The formation,evolution and modelling of organized flow structures(e.g.,segregated regions and centre-surface vortices) and their destruction in unbaffled stirred tank reactors(UBSTRs) have been a hot research topic i... The formation,evolution and modelling of organized flow structures(e.g.,segregated regions and centre-surface vortices) and their destruction in unbaffled stirred tank reactors(UBSTRs) have been a hot research topic in the field of fluid mixing.In this paper,the relevant researches in the past 30 years were reviewed,focusing on the application of asymmetric mixing.In particular,by drawing on chaotic phenomena in nature and human society(e.g.,kneading-dough,traffic flow,frightened school of fish),we propose a fluid mixing mechanism:squeezing-induced chaotic mixing,and further propose a bionics-imitation-simulation design concept for UBSTRs.This concept is also an important inspiration for the design of other chemical reactors. 展开更多
关键词 Unbaffled stirred tank reactor Organized flow structure Asymmetric mixing Squeezing-induced chaotic mixing Process-intensification
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Mixing Intensification for Advanced Materials Manufacturing 被引量:1
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作者 Chao Yang Guang-Wen Chu +5 位作者 Xin Feng Yan-Bin Li Jie Chen Dan Wang Xiaoxia Duan Jian-Feng Chen 《Engineering》 2025年第1期135-144,共10页
The mixing process plays a pivotal role in the design,optimization,and scale-up of chemical reactors.For most chemical reactions,achieving uniform and rapid contact between reactants at the molecular level is crucial.... The mixing process plays a pivotal role in the design,optimization,and scale-up of chemical reactors.For most chemical reactions,achieving uniform and rapid contact between reactants at the molecular level is crucial.Mixing intensification encompasses innovative methods and tools that address the limitations of inadequate mixing within reactors,enabling efficient reaction scaling and boosting the productivity of industrial processes.This review provides a concise introduction to the fundamentals of multiphase mixing,followed by case studies highlighting the application of mixing intensification in the production of energy-storage materials,advanced optical materials,and nanopesticides.These examples illustrate the significance of theoretical analysis in informing and advancing engineering practices within the chemical industry.We also explore the challenges and opportunities in this field,offering insights based on our current understanding. 展开更多
关键词 mixing intensification Chemical reaction Advanced materials High-end manufacturing
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Investigation of mixing performance and safety characteristics of polymer-based energetic materials simulant via screw-pressing blending extrusion charges 被引量:1
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作者 Gaoming Lin Huzeng Zong +6 位作者 Suwei Wang Huang Chen Siyu Yu Xiaojie Hao Kang Wang Yuanyuan Li Guohui Zhang 《Defence Technology(防务技术)》 2025年第2期287-305,共19页
The present study introduces a screw-pressing charging method to tackle deficiencies in automation and charge uniformity during the melt-casting of polymer-based energetic materials.To ensure the safety of the experim... The present study introduces a screw-pressing charging method to tackle deficiencies in automation and charge uniformity during the melt-casting of polymer-based energetic materials.To ensure the safety of the experiments,this study used inert materials with similar physical properties to partially substitute for the actual energetic components in the preparation of simulant materials.By thoroughly analyzing slurry physical properties,a simulation framework and an extensive performance evaluation method were developed.Such tools guide the design of the structure and configuration of process parameters.Results demonstrate that employing the Pin element significantly enhances radial mixing within the screw,minimizes temperature variations in the slurry,and improves both efficiency and safety in the mixing process.Further,adjustments such as widening the cone angle of the barrel,modifying the solid content of the slurry,and varying the speed of the screw can optimize the mechanical and thermal coupling in the flow field.These adjustments promote higher-quality slurry and create a safer production environment for the extrusion process. 展开更多
关键词 Polymer-based energetic materials Screw-pressing charging process Structural design Process safety mixing performance
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Synergistic surface restructuring and cation mixing via ultrafast Joule heating enhancing ultrahigh-nickel cathodes for advanced lithium-ion batteries 被引量:1
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作者 Haoyu Wang Jinyang Dong +10 位作者 Meng Wang Yun Lu Hongyun Zhang Jinzhong Liu Yun Liu Na Liu Ning Li Qing Huang Feng Wu Yuefeng Su Lai Chen 《Journal of Energy Chemistry》 2025年第4期371-382,共12页
The implementation of ultrahigh-Ni cathodes in high-energy lithium-ion batteries(LIBs)is constrained by significant structural and interfacial degradation during cycling.In this study,doping-induced surface restructur... The implementation of ultrahigh-Ni cathodes in high-energy lithium-ion batteries(LIBs)is constrained by significant structural and interfacial degradation during cycling.In this study,doping-induced surface restructuring in ultrahigh-nickel cathode materials is rapidly facilitated through an ultrafast Joule heating method.Density functional theory(DFT)calculations,synchrotron X-ray absorption spectroscopy(XAS),and single-particle force test confirmed the establishment of a stable crystal framework and lattice oxygen,which mitigated H2-H3 phase transitions and improved structural reversibility.Additionally,the Sc doping process exhibits a pinning effect on the grain boundaries,as shown by scanning transmission electron microscopy(STEM),enhancing Li~+diffusion kinetics and decreasing mechanical strain during cycling.The in situ development of a cation-mixing layer at grain boundaries also creates a robust cathode/electrolyte interphase,effectively reducing interfacial parasitic reactions and transition metal dissolution,as validated by STEM and time-of-flight secondary ion mass spectrometry(TOF-SIMS).These synergistic modifications reduce particle cracking and surface/interface degradation,leading to enhanced rate capability,structural integrity,and thermal stability.Consequently,the optimized Sc-modified ultrahigh-Ni cathode(Sc-1)exhibits 93.99%capacity retention after 100 cycles at 1 C(25℃)and87.06%capacity retention after 100 cycles at 1 C(50℃),indicating excellent cycling and thermal stability.By presenting a one-step multifunctional modification approach,this research delivers an extensive analysis of the mechanisms governing the structure,microstructure,and interface properties of nickel-rich layered cathode materials(NCMs).These results underscore the potential of ultrahigh-Ni cathodes as viable candidates for advanced lithium-ion batteries(LIBs)in next-generation electric vehicles(EVs). 展开更多
关键词 Lithium-ion batteries Ultrahigh-nickel layered cathodes In situ surface doping Cation mixing layer Structure and thermal stability
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Sensitive study of the long and short surface wave-induced vertical mixing in a wave-circulation coupled model
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作者 ZHAO Chang 《Acta Oceanologica Sinica》 SCIE CAS CSCD 2012年第4期1-10,共10页
The previous studies by the MASNUM research team have shown the effectiveness of the wave- induced mixing (By) in improving the simulation of upper-ocean thermal structure. The mech- anisms of Bv are further investi... The previous studies by the MASNUM research team have shown the effectiveness of the wave- induced mixing (By) in improving the simulation of upper-ocean thermal structure. The mech- anisms of Bv are further investigated by incorporating different Bv products into the MASNUM wave-circulation coupled model. First, experiments were designed to explore the effects of By, which contain the contributions at different wave lengths (l). The results of three experiments, the non-By case, the short-wave case (l 〈300 m), and the long-wave case (l 〉300 m) are compared, and it is found that the long waves are the most important component for By to generate mixing in the upper ocean. As the swell plays dominant role in mixing, the parameterization of Bv into wind may be not a proper way. Second, Bv effects at different time-scales, including daily and monthly, were examined. The results show that the monthly averaged By has larger impact than the daily averaged Bv, especially in summer. 展开更多
关键词 wave-induced mixing wave-circulation coupled model long surface wave-inducedmixing daily mean wave-induced mixing monthly mean wave-induced mixing
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DOWNCOMER MIXING AND ITS EFFECT ON DISTILLATION TRAY EFFICIENCY 被引量:2
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作者 张敏卿 王忠诚 +2 位作者 张雅芝 黄洁 郑美茹 《Transactions of Tianjin University》 EI CAS 1998年第1期19-25,共7页
In this paper, the measurement of liquid mixing in a downcomer of segmental type of distillation column is presented. The extent of liquid mixing is calculated by means of a mixing pool model. The results indicate tha... In this paper, the measurement of liquid mixing in a downcomer of segmental type of distillation column is presented. The extent of liquid mixing is calculated by means of a mixing pool model. The results indicate that liquid mixing in a downcomer is actually incomplete. It is a significant correction to the assumption of complete downcomer mixing or no downcomer mixing which is generally adopted in many distillation calculations. Besides, the present results are used in a two dimensional eddy diffusion model to calculate the distillation tray efficiency. It is shown that the assumption of complete downcomer mixing is closer to the actual situation than that of no downcomer mixing. 展开更多
关键词 distillation tray downcomer mixing mixing pool model tray efficiency
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Combined micromixing and coalescence separation for improved oil desulfurization
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作者 Yaohua Huang Huatong Zhu +3 位作者 Heping Wu Lele Zhang Hao Lu Qiang Yang 《Chinese Journal of Chemical Engineering》 2025年第7期191-198,共8页
In petroleum,mercaptan impurities generate malodorous fumes that pose risks to both human health and the environment,and leading to substandard oil quality.Lye desulfurization is a widely employed technique for elimin... In petroleum,mercaptan impurities generate malodorous fumes that pose risks to both human health and the environment,and leading to substandard oil quality.Lye desulfurization is a widely employed technique for eliminating mercaptans from oil.In traditional scrubber towers,lye and oil are poorly mixed,the desulfurization efficiency is low,and the lye consumption is high.To enhance washing efficiency,a droplet micromixer and corresponding fiber coalescence separator were developed.By optimizing the structure and operating parameters,more effective mixing and separation were achieved,and both caustic washing and desulfurization were enhanced.The proposed mixer/separator outperforms the industry standard by reducing the caustic loading by 30%and offers superior economic and engineering performances.The results of this study offer a direction for designing and optimizing a mercaptan removal unit to enhance the scrubbing effectiveness and decrease expenses to achieve more efficient and green production process. 展开更多
关键词 Oil desulfurization mixing Fiber coalescence MERCAPTAN Optimal design SEPARATION
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Three-dimensional numerical simulation of mixing patterns at open channel confluences
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作者 Ali Aghazadegan Ali Shokri 《Water Science and Engineering》 2025年第2期236-246,共11页
Open channel confluences,where two streams or rivers converge,play a crucial role in hydraulic engineering and river dynamics.These confluences are characterized by complex hydrodynamics influenced by the discharge ra... Open channel confluences,where two streams or rivers converge,play a crucial role in hydraulic engineering and river dynamics.These confluences are characterized by complex hydrodynamics influenced by the discharge ratios of merging water bodies.This study investigated the mixing structure at open channel confluences using three-dimensional numerical modeling.A comprehensive three-dimensional numerical model was developed and validated against a dataset obtained from controlled laboratory experiments.This dataset incorporated three-dimensional time-averaged velocity measurements.The skew-induced and stress-induced equation systems were adopted as the core governing equations,providing a framework for simulating various scenarios.A total of ten different cases were analyzed.The results highlighted the effect of discharge ratios on turbulence,lateral and vertical vorticities,and the distribution of mixing,which intensified with higher magnitudes of discharge ratios.The mixing structure,driven by velocity gradients and vorticity,revealed the significant role of lateral and vertical vorticities in determining hydrodynamic behaviors and mixing distributions at confluences.Specifically,the momentum ratio of incoming flows governed the spatial evolution of mixing processes.This study revealed that the distribution of mixing served as a key indicator for identifying the formation of mid-channel scours.High normalized velocities induced toward the left bank led to the superelevation of the water surface,enhancing the potential for bed material and the formation of significant scour holes beneath the elevated water surface.This novel approach provides a deeper understanding of the mixing patterns at confluences,particularly in scenarios with equilibrated discharge ratios but in different magnitudes. 展开更多
关键词 CONFLUENCE mixing pattern Numerical modelling Transverse vorticity Vertical vorticity
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Research on fluid motion characteristics and structural evolution in reciprocating mixing tanks
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作者 Li Wang Shibo Wang +2 位作者 Huiqiang Yang Yuling Zhai Jianxin Xu 《Chinese Journal of Chemical Engineering》 2025年第3期120-134,共15页
A new stirring method,reciprocating stirring,is developed by incorporating a periodic axial reciprocating motion into conventional stirring.This study employs computational fluid dynamics methods,utilizing volume of f... A new stirring method,reciprocating stirring,is developed by incorporating a periodic axial reciprocating motion into conventional stirring.This study employs computational fluid dynamics methods,utilizing volume of fluid and user-defined functions to control and analyze the flow field characteristics in a reciprocating stirred tank.Compared to conventional stirring,reciprocating stirring increases the overall fluid velocity by approximately 7.9%,turbulent kinetic energy(TKE)by 35.9%to 45.6%,and the turbulent dissipation rate by 10.6%to 15.7%.The primary reason is the dynamic integration of multiple flow regions,which enhances fluid interface interactions.Additionally,the study investigates the dynamic evolution of the vortex structure,uncovering the correlation between the impeller's start-stop behavior and the vortex area.The optimal impeller plate designs,forward sine-4/12D and reverse sine-5/12D,were determined based on the effective area of TKE.Reciprocating stirring,in comparison to conventional stirring,enhances secondary flow intensity by 67.3%to 93.7%and shortens mixing time by 56.6%to 173.0%. 展开更多
关键词 Reciprocating stirring Numerical simulation VORTEX Chaotic properties mixing enhancement
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Numerical investigation of mixing enhancement mechanism and propagation characteristics of rotating detonation waves in a ramjet-based engine
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作者 Yuting CHEN Shijie LIU +3 位作者 Haoyang PENG Si LIU Weijie FAN Weidong LIU 《Chinese Journal of Aeronautics》 2025年第11期68-80,共13页
This study investigates the mixing enhancement mechanism and propagation characteristics of the detonation flow field of a Rotating Detonation Engine(RDE).Three-dimensional numerical simulations of a non-premixed ramj... This study investigates the mixing enhancement mechanism and propagation characteristics of the detonation flow field of a Rotating Detonation Engine(RDE).Three-dimensional numerical simulations of a non-premixed ramjet-based RDE fueled by gaseous ethylene are performed in OpenFOAM for configurations with 15,30,45,and 60 orifices at a flight Mach number of 4.The results show that fuels with a stripped distribution are primarily mixed via tangential diffusion in the cold flow field.The configuration with more orifices has a better upstream mixing efficiency,whereas its downstream mixing efficiency,which is limited by the depth of penetration,is difficult to improve further.Backward Pressure Perturbations(BPPs)opposite to the propagation direction of Rotating Detonation Waves(RDWs)are produced by the reflection of the upstream oblique shock wave with the incoming stream and the hot release of local reactions after RDWs,which significantly affects the propagation mode and mixing.The RDWs propagate in the stable single-wave mode in configurations with 45 or 60 orifices and in the multi-wave mode in configurations with 30 orifices,whereas they fail in configurations with 15 orifices.Compared with that in the cold flow field,deceleration of the main flow,pressurization,and tangential velocity perturbation caused by the RDW substantially enhance the mixing efficiency.Moreover,the tangential velocity perturbations of upstream oblique shock waves and BPPs reduce the unevenness of the fuel distribution for the next cycle.This study reveals the mixing enhancement mechanism of RDWs and can contribute to the design of the injection scheme of the RDE. 展开更多
关键词 Rotating detonation Ramjet engines mixing Backward pressure perturbations Combustion instability
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Weak feedback self-mixing interference fringe slope discrimination method based on deep learning
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作者 ZHAO Yan LIN Maohua +3 位作者 DU Shengzhi TONG Jigang LIU Bin HAN Fangfang 《Optoelectronics Letters》 2025年第11期684-689,共6页
In order to identify the tilt direction of the self-mixing signals under weak feedback regime interfered by noise,a deep learning method is proposed.The one-dimensional U-Net(1D U-Net)neural network can identify the d... In order to identify the tilt direction of the self-mixing signals under weak feedback regime interfered by noise,a deep learning method is proposed.The one-dimensional U-Net(1D U-Net)neural network can identify the direction of the self-mixing fringes accurately and quickly.In the process of measurement,the measurement signal can be normalized and then the neural network can be used to discriminate the direction.Simulation and experimental results show that the proposed method is suitable for self-mixing interference signals with noise in the whole weak feedback regime,and can maintain a high discrimination accuracy for signals interfered by 5 dB large noise.Combined with fringe counting method,accurate and rapid displacement reconstruction can be realized. 展开更多
关键词 weak feedback identify direction measurement signal DISCRIMINATE self mixing interference weak feedback regime neural network identify tilt direction
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Limiting cationic mixing and lattice oxygen loss of single-crystalline Ni-rich Co-poor cathodes for high-voltage Li-ion batteries
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作者 Hujun Zhang Haifeng Yu +3 位作者 Ling Chen Muslum Demir Qilin Cheng Hao Jiang 《Green Energy & Environment》 2025年第8期1789-1796,共8页
Developing cost-effective single-crystalline Ni-rich Co-poor cathodes operating at high-voltage is one of the most important ways to achieve higher energy Li-ion batteries. However, the Li/O loss and Li/Ni mixing unde... Developing cost-effective single-crystalline Ni-rich Co-poor cathodes operating at high-voltage is one of the most important ways to achieve higher energy Li-ion batteries. However, the Li/O loss and Li/Ni mixing under high-temperature lithiation result in electrochemical kinetic hysteresis and structural instability. Herein, we report a highly-ordered single-crystalline LiNi0.85Co0.05Mn0.10O2(NCM85) cathode by doping K+and F-ions. To be specific, the K-ion as a fluxing agent can remarkably decrease the solid-state lithiation temperature by ~30°C, leading to less Li/Ni mixing and oxygen vacancy. Meanwhile, the strong transitional metal(TM)-F bonds are helpful for enhancing de-/lithiation kinetics and limiting the lattice oxygen escape even at 4.5 V high-voltage. Their advantages synergistically endow the single-crystalline NCM85 cathode with a very high reversible capacity of 222.3 mAh g-1. A superior capacity retention of 91.3% is obtained after 500 times at 1 C in pouch-type full cells, and a prediction value of 75.3% is given after cycling for 5000 h. These findings are reckoned to expedite the exploitation and application of high-voltage single-crystalline Ni-rich cathodes for next-generation Li-ion batteries. 展开更多
关键词 Ni-rich cathodes SINGLE-CRYSTALLINE Cationic mixing Li-ion batteries
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Enhancing the generalization of turbulent mixing parameterization by physics-informed machine learning
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作者 Minghao Hu Lingling Xie +1 位作者 Mingming Li Xiaotong Chen 《Acta Oceanologica Sinica》 2025年第12期79-88,共10页
Using in-situ microstructure observations from 2010 to 2018,this study investigates the performance and generalization of machine learning models in parameterizing turbulent mixing in the northwestern South China Sea.... Using in-situ microstructure observations from 2010 to 2018,this study investigates the performance and generalization of machine learning models in parameterizing turbulent mixing in the northwestern South China Sea.The results show that the data-driven extreme gradient boosting(XGBoost)performs better than the other four models,i.e.,random forest,neural network,linear regression and support vector machine regression.In order to further improve the generalization of machine learning-based parameterization method,we propose a physics-informed machine learning(PIML)that couples the MacKinnon-Gregg model(known as the MG model)and Osborn’s formula to the XGBoost model.The correlation coefficient(r)and root mean square error(RMSE)between the estimated and observed 1g(ε)(whereεdenotes the turbulent kinetic energy dissipation rate)from the PIML are improved by 14%and 16%,respectively.The results also show that PIML effectively improves the generalization of the XGBoost-based parameterization method,enhancing r and RMSE by 35%and 75%,respectively. 展开更多
关键词 microstructure observations turbulent mixing physics-informed machine learning GENERALIZATION
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Different rotation speeds:A novel approach to enhancing chaos and mixing efficiency in multi-shaft stirred reactors
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作者 Shuang Qin Tong Meng +5 位作者 Yu Wang Yundong Wang Changyuan Tao Qian Zhang Bing Li Zuohua Liu 《Chinese Journal of Chemical Engineering》 2025年第11期239-251,共13页
In response to the accelerating demands of industrial development,the scale-up of stirred reactors has become increasingly prevalent.Multi-shaft stirred reactors have emerged as a promising solution;however,a critical... In response to the accelerating demands of industrial development,the scale-up of stirred reactors has become increasingly prevalent.Multi-shaft stirred reactors have emerged as a promising solution;however,a critical challenge remains in achieving efficient mixing while simultaneously minimizing energy consumption.Here,a novel approach based on differential rotation speeds to optimize mixing performance was proposed.Results demonstrate that a carefully configured rotation speed difference significantly enhances mixing efficiency,reducing mixing time by 17.89% and power consumption by 12.07%.This strategy not only amplifies flow field instability but also minimizes instability discrepancies,promoting a more uniform distribution of vortices across various scales.Furthermore,under this approach,the bottom impeller has the strongest impact on mixing,while the middle and lower impellers synergistically strengthen the weaker mixing regions and facilitate the redistribution of energy in the flow field.This method promotes efficient energy transfer from large-scale to small-scale vortices,ultimately improving overall mixing performance.This work offers a promising avenue for the optimal design and operation of multi-shaft stirred reactors,advancing both efficiency and energy sustainability. 展开更多
关键词 Multi-shaft stirred reactors Rotation speeds difference Chaos characterization mixing efficiency Flow field instability
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Enhancement of electromagnetically induced absorption and four-wave mixing in a double two-level system
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作者 Yu-Sen Wang Ying-Jie Du 《Chinese Physics B》 2025年第12期250-258,共9页
We present a theoretical investigation of the electromagnetically induced absorption(EIA)due to transfer of population(TOP)in the double two-level system(TLS).It shows that one TLS is responsible for the sub-natural a... We present a theoretical investigation of the electromagnetically induced absorption(EIA)due to transfer of population(TOP)in the double two-level system(TLS).It shows that one TLS is responsible for the sub-natural absorption part of EIA,and the other TLS is responsible for the natural absorption part of EIA.We propose a scheme in which the sub-natural absorption part of EIA is governed by the effect of coherent hole burning(CHB)and achieves an enhancement of at least two orders of magnitude with the detuned coupling field,while the natural absorption part is dominated by the effect of Mollow absorption(MA)and does not change with the detuned coupling field.Due to the effects of CHB and MA,the magnitude of four-wave mixing(FWM)achieves a significant increase for double TLS.We show in detail the evolution of the magnitude of the FWM signal with coupling detuning and Rabi frequency.It is demonstrated that strong resonances occur in the FWM profile at frequencies symmetrically displaced from the frequency of the coupling field by coupling detuning. 展开更多
关键词 electromagnetically induced absorption coherent hole burning Mollow absorption four-wave mixing
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