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TSMS-InceptionNeXt:A Framework for Image-Based Combustion State Recognition in Counterflow Burners via Feature Extraction Optimization
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作者 Huiling Yu Xibei Jia +1 位作者 Yongfeng Niu Yizhuo Zhang 《Computers, Materials & Continua》 2025年第6期4329-4352,共24页
The counterflow burner is a combustion device used for research on combustion.By utilizing deep convolutional models to identify the combustion state of a counter flow burner through visible flame images,it facilitate... The counterflow burner is a combustion device used for research on combustion.By utilizing deep convolutional models to identify the combustion state of a counter flow burner through visible flame images,it facilitates the optimization of the combustion process and enhances combustion efficiency.Among existing deep convolutional models,InceptionNeXt is a deep learning architecture that integrates the ideas of the Inception series and ConvNeXt.It has garnered significant attention for its computational efficiency,remarkable model accuracy,and exceptional feature extraction capabilities.However,since this model still has limitations in the combustion state recognition task,we propose a Triple-Scale Multi-Stage InceptionNeXt(TSMS-InceptionNeXt)combustion state recognitionmethod based on feature extraction optimization.First,to address the InceptionNeXt model’s limited ability to capture dynamic features in flame images,we introduce Triplet Attention,which applies attention to the width,height,and Red Green Blue(RGB)dimensions of the flame images to enhance its ability to model dynamic features.Secondly,to address the issue of key information loss in the Inception deep convolution layers,we propose a Similarity-based Feature Concentration(SimC)mechanism to enhance the model’s capability to concentrate on critical features.Next,to address the insufficient receptive field of the model,we propose a Multi-Scale Dilated Channel Parallel Integration(MDCPI)mechanism to enhance the model’s ability to extract multi-scale contextual information.Finally,to address the issue of the model’s Multi-Layer Perceptron Head(MlpHead)neglecting channel interactions,we propose a Channel Shuffle-Guided Channel-Spatial Attention(ShuffleCS)mechanism,which integrates information from different channels to further enhance the representational power of the input features.To validate the effectiveness of the method,experiments are conducted on the counterflow burner flame visible light image dataset.The experimental results show that the TSMS-InceptionNeXt model achieved an accuracy of 85.71%on the dataset,improving by 2.38%over the baseline model and outperforming the baseline model’s performance.It achieved accuracy improvements of 10.47%,4.76%,11.19%,and 9.28%compared to the Reparameterized Visual Geometry Group(RepVGG),Squeeze-erunhanced Axial Transoformer(SeaFormer),Simplified Graph Transformers(SGFormer),and VanillaNet models,respectively,effectively enhancing the recognition performance for combustion states in counterflow burners. 展开更多
关键词 counterflow burner combustion state recognition InceptionNeXt dilated convolution channel shuffling
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Modeling Study of Hydrogen/Oxygen and n-alkane/Oxygen Counterflow Diffusion Flames
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作者 汪小卫 蔡国飙 Vigor Yang 《Chinese Journal of Chemical Physics》 SCIE CAS CSCD 2011年第2期231-238,I0004,共9页
A comprehensive analysis of hydrogen/oxygen and hydrocarbon/oxygen counterflow diffusion flames has been conducted using corresponding detailed reaction mechanisms. The hydrocarbon fuels contain n-alkanes from CH4 to ... A comprehensive analysis of hydrogen/oxygen and hydrocarbon/oxygen counterflow diffusion flames has been conducted using corresponding detailed reaction mechanisms. The hydrocarbon fuels contain n-alkanes from CH4 to C16H34. The basic diffusion flame structures are demonstrated, analyzed, and compared. The effects of pressure, and strain rate on the flame behavior and energy-release rate for each fuel are examined systematically. The detailed chemical kinetic reaction mechanisms from Lawrence Livermore National Laboratory (LLNL) are employed, and the largest one of them contains 2115 species and 8157 reversible reactions. The results indicate for all of the fuels the flame thickness and heat release rate correlate well with the square root of the pressure multiplied by the strain rate. Under the condition of any strain rate and pressure, H2 has thicker flame than hydrocarbons, while the hydrocarbons have the similar temperature and main products distributions and almost have the same flame thickness and heat release rate. The result indicates that the fuels composed with these hydrocarbons will still have the same flame properties as any pure n-alkane fuel. 展开更多
关键词 counterflow Combustion HYDROGEN HYDROCARBON FLAME
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Drag Reduction Effect for Hypersonic Lifting-Body Vehicle with Counterflowing Jet 被引量:2
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作者 Dong Hao Deng Fan +2 位作者 Xie Feng Geng Xi Cheng Keming 《Transactions of Nanjing University of Aeronautics and Astronautics》 EI CSCD 2018年第5期789-799,共11页
This study takes the novel approach of using a counterflowing jet positioned on the nose of a lifting-body vehicle to explore its drag reduction effect at a range of angles of attack.Numerical studies are conducted at... This study takes the novel approach of using a counterflowing jet positioned on the nose of a lifting-body vehicle to explore its drag reduction effect at a range of angles of attack.Numerical studies are conducted at a freestream Mach number of 8 in standard atmospheric conditions corresponding to the altitude of 40 km.The effects of jet pressure ratio and flying angles of attack on drag reduction of the model are systematically investigated.Considering the reverse thrust generated from the counterflowing jet,the drag on the nose at hypersonic speeds could be reduced up to 66%.The maximum lift-to-drag ratio of the model is obtained at 6°;meanwhile,the counterflowing jet produces a drag reduction of 8.8%for the whole model.In addition to the nose,the counterflowing jet influences the drag by increasing the pressure drag of the model and reducing the skin friction drag of the first cone within 8°.The results show that the potential of the counterflowing jet as a means of active flow control for drag reduction is significant in the engineering application on hypersonic lifting-body vehicles. 展开更多
关键词 HYPERSONIC lifting-body counterflowing JET drag NUMERICAL SIMULATION
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Self-organized phenomena of pedestrian counterflow through a wide bottleneck in a channel 被引量:3
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作者 董力耘 蓝冬恺 李翔 《Chinese Physics B》 SCIE EI CAS CSCD 2016年第9期591-597,共7页
The pedestrian counterflow through a bottleneck in a channel shows a variety of flow patterns due to self-organization.In order to reveal the underlying mechanism,a cellular automaton model was proposed by incorporati... The pedestrian counterflow through a bottleneck in a channel shows a variety of flow patterns due to self-organization.In order to reveal the underlying mechanism,a cellular automaton model was proposed by incorporating the floor field and the view field which reflects the global information of the studied area and local interactions with others.The presented model can well reproduce typical collective behaviors,such as lane formation.Numerical simulations were performed in the case of a wide bottleneck and typical flow patterns at different density ranges were identified as rarefied flow,laminar flow,interrupted bidirectional flow,oscillatory flow,intermittent flow,and choked flow.The effects of several parameters,such as the size of view field and the width of opening,on the bottleneck flow are also analyzed in detail.The view field plays a vital role in reproducing self-organized phenomena of pedestrian.Numerical results showed that the presented model can capture key characteristics of bottleneck flows. 展开更多
关键词 counterflow bottleneck cellular automaton flow patterns
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Mixing of A Non-Circular Jet into A Counterflow
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作者 李志伟 肖洋 唐洪武 《China Ocean Engineering》 SCIE EI CSCD 2015年第1期91-104,共14页
An elliptic jet and a square jet flowing into a counterflow with different jet-to-current velocity ratios are investigated by using realizable Ice model. Some computed mean velocity and scalar features agree reasonabl... An elliptic jet and a square jet flowing into a counterflow with different jet-to-current velocity ratios are investigated by using realizable Ice model. Some computed mean velocity and scalar features agree reasonably well with experimental measurements, and more features are obtained by analyzing the computed results. After fluid issues from a nozzle, it entrains ambient fluid, and its velocity and concentration on the centerline decay with the distance downstream from the potential core (10). The decay ratio increases with the decreasing jet-to-current velocity ratio a. For an elliptic jet, the evolution of the excess velocity half-width b and the concentration half-width be merely remains constant near the jet exit on major-axis plane while they increase linearly on the minor-axis plane. However, the half-widths on the major-axis and minor-axis plane become proportional to the axial distance downstream after equaling each other. For a square jet, b and bc increase linearly with the distance downstream from the jet exit, but the spread ratio is larger on the middle plane than that on the diagonal plane before they equal each other. The radial extent of the dividing streamline r~ or the mixing boundary rs~ increases linearly downstream, and decreases exponentially after reaching a peak at Xb. The ratio on the minor-axis plane is larger than that on the major-axis plane for an elliptic jet. The characteristics are the same for the square jet. b, be, rs, and rsc on two corresponding planes become equal to each other more rapidly for the square jet than for the elliptic jet, because the sharp comer of the square nozzle induces secondary structures that are more intense. The distributions of the excess axial velocity and scalar concentration exhibit self-similarity for either the elliptic jet or square jet in the region of 10 〈 x 〈 xb. On the cross section, four counter-rotating pairs of vortices, which enhance the entrainment between the jet and counterflow, form at the four comers of the square jet or at the two ends of the major-axis plane of the elliptic jet. The recirculation pattern formed by these axial vortices is more complex for the square jet than that for the elliptic jet. The turbulent kinetic energy k have large value in the region near the jet exit and stagnation point. The maximum value ofk for the square jet is larger than that of the elliptic jet near the jet exit. This results in the square jet mixing more strongly than the elliptic jet. 展开更多
关键词 counterflow excess velocity scalar concentration penetration length radial extent
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Quasi-direct numerical simulations of the flow characteristics of a thermal plasma reactor with counterflow jet
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作者 周旭 陈仙辉 +2 位作者 叶桃红 朱旻明 夏维东 《Plasma Science and Technology》 SCIE EI CAS CSCD 2023年第7期72-81,共10页
Three-dimensional quasi-direct numerical simulations have been performed to investigate a thermal plasma reactor with a counterflow jet. The effects of the momentum flux ratio and distance between the counterflow jet ... Three-dimensional quasi-direct numerical simulations have been performed to investigate a thermal plasma reactor with a counterflow jet. The effects of the momentum flux ratio and distance between the counterflow jet and the thermal plasma jet on the flow characteristics are addressed. The numerical results show that the dimensionless location of the stagnation layer is significantly affected by the momentum flux ratio, but it is not dependent on the distance.Specifically, the stagnation layer is closer to the plasma torch outlet with the increase of the momentum flux ratio. Furthermore, the flow regimes of the stagnation layer and the flow characteristics of the thermal plasma jet are closely related to the momentum flux ratio. The characteristic frequencies associated with the different regimes are identified. The deflecting oscillation flow regimes are found when the momentum flux ratio is low, which provokes axial velocity fluctuations inside the thermal plasma jet. By contrast, for cases with a high momentum flux ratio, flapping flow regimes are distinguished. The thermal plasma jets are very stable and the axial velocity fluctuations mainly exist in the stagnation layer. 展开更多
关键词 thermal plasma jet counterflow jet quasi-direct numerical simulations flow regime
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Experimental and Numerical Studies of Paraguayan Chaco Natural Gas in a Counterflow Diffusion Flame
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作者 Hemando Maldonado Dario Alviso Miguel Mendieta Juan Carlos Rolon 《Journal of Mathematics and System Science》 2015年第9期369-375,共7页
Combustion is a chemical phenomenon in which a multitude of elementary chemical reactions take place, resulting in the overall process of fuel oxidation. Natural gas fuel has been explored for a few decades and extrac... Combustion is a chemical phenomenon in which a multitude of elementary chemical reactions take place, resulting in the overall process of fuel oxidation. Natural gas fuel has been explored for a few decades and extracted for a few years in the region of Paraguayan Chaco, near Bolivia border. Currently, natural gas is not very important in Paraguay's energy matrix, however it could be in the near future if higher volumes are extracted and transported to the most populated cities, specially to the capital. In order to improve Paraguayan natural gas combustion performance, an understanding of its fundamental properties and the combustion pathways is required. This study presents new data for Paraguayan Chaco natural gas combustion in a laminar counterflow diffusion flame configuration at atmospheric pressure. Visible chemiluminescence of excited radicals CH* and C2^* is employed experimentally. 1D numerical simulation was carried out using Paraguayan Chaco natural gas chemical composition and a standard kinetic mechanism, to which we added CH* and C] reactions. Typical flame structures resulting from simulation are presented and a validation of the model is realized comparing experimental and numerical CH* and C~ radicals profiles. 展开更多
关键词 Natural gas counterflow diffusion flames numerical simulation kinetic modeling CHEMILUMINESCENCE
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Effects of dimethyl ether and ethanol additions on soot transition in ethylene counterflow diffusion flames
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作者 GUO LinGe YING YaoYao +2 位作者 CHEN Chen ZHAO Xuan LIU Dong 《Science China(Technological Sciences)》 SCIE EI CAS CSCD 2024年第4期1094-1112,共19页
This paper investigates the effect of blending dimethyl ether(DME)and ethanol on the soot transition periods in ethylene counterflow diffusion flames by using a novel optical diagnostic method.The soot critical transi... This paper investigates the effect of blending dimethyl ether(DME)and ethanol on the soot transition periods in ethylene counterflow diffusion flames by using a novel optical diagnostic method.The soot critical transition point in different conditions is identified experimentally and numerically.Two kinds of flames are carried out to gain the soot critical transition point in counterflow diffusion flames by changing oxygen fraction(Xo)and changing volume flow rates of fuel and oxidizer(Qv).The red-green-blue(RGB)ratio method is used to precisely identify the soot critical transition point,and chemical kinetic simulations are performed to analyze the detailed reaction paths.The results show that compared to the ethylene flame,the soot critical transition point occurs at a higher Xoand a lower Qvwhen DME or ethanol is blended.The addition of DME and ethanol can inhibit soot formation,due to the degree of soot formation reaction being lower than the degree of the oxidation reaction in the blending flames. 展开更多
关键词 optical diagnosis sooting tendency counterflow diffusion flame dimethyl ether ETHANOL
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应对乡村振兴人力资本缺口的域外经验与启示 被引量:2
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作者 孙贺 马丽娟 《兰州大学学报(社会科学版)》 北大核心 2025年第1期5-15,共11页
乡村振兴是包括人才振兴在内的系统性工程。人力资本是乡村振兴的基础性和关键性要素,人力资本短缺在一定程度上制约了乡村振兴的实践进程。从世界范围来看,今天中国乡村发展中遭遇的人力资本缺口并不是个案,西方主要发达国家在城市化... 乡村振兴是包括人才振兴在内的系统性工程。人力资本是乡村振兴的基础性和关键性要素,人力资本短缺在一定程度上制约了乡村振兴的实践进程。从世界范围来看,今天中国乡村发展中遭遇的人力资本缺口并不是个案,西方主要发达国家在城市化发展到一定阶段后,都经历过以制度安排引导城市人力资本回流农村的政策实践,积累了应对乡村人力资本缺口的不同做法和经验,为后发国家提供了有益借鉴和参考。中国作为人口大国、农业大国,既要遵循城乡人力资本流动的一般规律,又要兼顾国情实际,发挥政府在推动城市人力资本下乡过程中的导流作用,以完善城市人力资本下乡政策体系为突破口,重点解决乡村人力资本稳定供给问题、乡村振兴对人力资本多元化需求问题、城市人力资本回流的乡村覆盖面问题及城市人力资本乡村沉淀问题,系统性塑造乡村人力资本新格局,为乡村振兴提供坚实的人力资本支撑。 展开更多
关键词 人力资本 乡村振兴 人才振兴 人口逆流 域外经验
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炼油循环水系统冷却塔的节能改造及应用研究
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作者 翟琦 唐曼 《工业用水与废水》 2025年第4期80-84,共5页
通过对炼油循环水系统冷却塔的淋水填料、配水系统、收水器进行节能改造,冷却塔E6205处理水量提升500 m^(3)/h,冷却能力由原来的87.4%提升至97.4%,能效提升至GB/T 7190.2—2018《机械通风冷却塔第2部分:大型开式冷却塔》中的4级能效标准... 通过对炼油循环水系统冷却塔的淋水填料、配水系统、收水器进行节能改造,冷却塔E6205处理水量提升500 m^(3)/h,冷却能力由原来的87.4%提升至97.4%,能效提升至GB/T 7190.2—2018《机械通风冷却塔第2部分:大型开式冷却塔》中的4级能效标准,冷却水飘水率降低至0.001%以下,节水量约为720 m^(3)/a,节电量约为40.87×10^(4) kW·h/a,折合降低碳排放约为237.46 t/a。改造后实现了增冷效、降能耗、减碳排的目的。 展开更多
关键词 循环水系统 冷却塔 横流式 逆流式 淋水填料 配水系统 收水器 节能改造
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硫酸铵和硫酸镁浸取风化壳淋积型稀土矿机制研究
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作者 冯凯 程福祥 +2 位作者 吴声 廖春生 严纯华 《中国稀土学报》 北大核心 2025年第5期1087-1099,共13页
风化壳淋积型稀土矿中以离子态形式吸附在矿土颗粒表面的稀土可通过电解质溶液浸取的方式开采,其中的离子交换反应机制是工艺开发和优化设计以及浸取过程仿真模拟的基础。尽管(NH_(4))_(2)SO_(4)作为浸矿剂具有浸取效率高、浸矿液后处... 风化壳淋积型稀土矿中以离子态形式吸附在矿土颗粒表面的稀土可通过电解质溶液浸取的方式开采,其中的离子交换反应机制是工艺开发和优化设计以及浸取过程仿真模拟的基础。尽管(NH_(4))_(2)SO_(4)作为浸矿剂具有浸取效率高、浸矿液后处理工艺简单等优势,但无法规避的氨氮污染问题促使近年MgSO_(4)作为浸矿剂逐渐在风化壳淋积型稀土矿开采工业生产中得到广泛应用。为探究硫酸铵和硫酸镁浸取过程的离子交换机制,通过柱浸实验对比研究了使用两种浸矿剂时浸矿液中离子的穿透行为,并采用多级逆流浸取实验和反浸取实验分别研究了硫酸镁和硫酸铵浸取过程中的离子交换反应化学计量关系。结果显示,以(NH_(4))_(2)SO_(4)作为浸矿剂时,浸矿剂NH_(4)^(+)通常在RE^(3+)浓度接近峰值时才开始穿透,而以MgSO_(4)作为浸矿剂时,浸矿剂Mg^(2+)与RE^(3+)和Al^(3+)几乎同时穿透;NH_(4)^(+)与RE^(3+)和Al^(3+)间的离子交换化学计量比分别为3:1和2:1,Mg^(2+)与RE^(3+),Ca^(2+)和Al^(3+)间的离子交换化学计量比分别为1.5:1,1:1和1.25:1。 展开更多
关键词 风化壳淋积型稀土矿 多级逆流浸取 反浸取 (NH_(4))_(2)SO_(4) MgSO_(4)
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基于BP神经网络的逆流式饲料冷却器控制方法
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作者 周智智 刘彩玲 +2 位作者 王红英 王威 吴俊华 《饲料工业》 北大核心 2025年第12期9-17,共9页
针对目前逆流式饲料冷却器无法精准控制成品饲料水分和冷却时间的问题,提出了基于BP神经网络预测冷却时间的冷却器控制方法。文章提出了一种预测冷却时间的方法来同时控制成品饲料的水分和饲料冷却时间,并通过仿真试验验证了该方法的可... 针对目前逆流式饲料冷却器无法精准控制成品饲料水分和冷却时间的问题,提出了基于BP神经网络预测冷却时间的冷却器控制方法。文章提出了一种预测冷却时间的方法来同时控制成品饲料的水分和饲料冷却时间,并通过仿真试验验证了该方法的可行性。在饲料薄层干燥模型准确的前提下,风速可以在20 s之内达到稳定状态,并准确在目标时间达到目标水分。通过引入误差进行仿真,验证了该方法在有误差情况下的可行性。准确的饲料薄层干燥模型难以建立,使用BP神经网络代替饲料薄层干燥模型进行冷却时间预测。在仿真环境获取数据集,进行BP神经网络训练。训练完成的BP神经网络预测结果误差集中在-8~4 s,R>0.99。通过仿真验证,在目标时间小于2 100 s时误差接近零,在目标时间大于2 100 s时,误差增大,误差最大绝对值为4.48%。基于BP神经网络预测冷却时间的冷却器控制方法满足实际生产的需求,可以提高饲料冷却过程的自动化水平,保证饲料的质量和安全,提高企业效益。 展开更多
关键词 饲料 逆流式饲料冷却器 饲料干燥 PID BP神经网络
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Numerical exploration on jet oscillation mechanism of counterflowing jet ahead of a hypersonic lifting-body vehicle 被引量:10
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作者 DENG Fan XIE Feng +2 位作者 HUANG Wei DONG Hao ZHANG Dong 《Science China(Technological Sciences)》 SCIE EI CAS CSCD 2018年第7期1056-1071,共16页
Numerical investigation of a supersonic jet from the nose of a lifting-body vehicle opposing a hypersonic flow with the freestream Mach number being 8.0 at 40 km altitude was carried out by solving the three-dimension... Numerical investigation of a supersonic jet from the nose of a lifting-body vehicle opposing a hypersonic flow with the freestream Mach number being 8.0 at 40 km altitude was carried out by solving the three-dimensional, time-accurate Navier-Stokes equations with a hybrid meshes approach. Based on the analysis of the flow field structures and aerodynamic characteristics, the behaviours relevant to the LPM jet were discussed in detail, including the drag reduction effect, the periodic oscillation and the feedback loop. The obtained results show that the flow oscillation characteristic of the LPM jet is low-frequency and high-amplitude while that of the SPM jet is high-frequency and low-amplitude. Compared with the clearly dominant frequencies of the LPM jet, the SPM jet exhibits a broad-band structure. The LPM jet can sustain drag reduction effect until the angle of attack is 8°, and the lift-to-drag ratio of the vehicle is effectively improved by 6.95% at angle of attack of 6°. The self-sustained oscillation process was studied by a typical oscillating cycle of the drag force coefficient and the variation of the instantaneous pressure distribution,which reveals an off-axial flapping motion of the conical shear layer. The variation of the subsonic recirculation zone ahead of the vehicle nose strengthens the understanding of the jet behavior including the source of instability in the long penetration mode and the mechanism of the feedback loop. The aim of this paper is to advance the technology readiness level for the counterflowing jet applied as an active control technology in hypersonic flows by gaining a better insight of the flow physics. 展开更多
关键词 HYPERSONIC lifting-body vehicle counterflowing jet LPM periodic oscillation
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Large eddy simulation of a round jet into a counterflow 被引量:4
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作者 LI ZhiWei HUAI WenXin QIAN ZhongDong 《Science China(Technological Sciences)》 SCIE EI CAS 2013年第2期484-491,共8页
A round jet into a counterflow under different jet-to-current velocity ratios was investigated using large eddy simulation.The results agree well with experimental measurements from laser-Doppler anemometry and laser-... A round jet into a counterflow under different jet-to-current velocity ratios was investigated using large eddy simulation.The results agree well with experimental measurements from laser-Doppler anemometry and laser-induced fluorescence that include velocity and mean concentrations along the centerline and radial direction.Vortex rings appear in the region near the jet exit and large-scale vortex structures still occur near the stagnation point.The flow becomes more chaotic and three-dimensional with the presence of these structures.In particular,their presence near the stagnation point results in large velocity fluctuations that enhance the mixing process and dilution.These fluctuations are described by probability density functions that deviate from Gaussian distribution.The three-dimensional streamlines indicate that the jet not only oscillates in three directions but also rotates about the jet axis and around the vortex.The second and third moments of the velocity or scalar fluctuations identify that the mixing processes are greater in the region before the stagnation point. 展开更多
关键词 counterflow VORTEX probability density function power spectral density moments of fluctuations
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基于机器学习的行人运动模式识别
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作者 曹淑超 戈伟斌 张俊 《武汉理工大学学报(信息与管理工程版)》 2025年第4期431-436,450,共7页
针对疏散过程中外界环境因素对行人的运动行为演化的影响机理,构建了“运动-环境”变量双维度分析框架,结合相向流疏散实验数据,揭示了不同密度下行人运动模式的差异。通过两步聚类法将行人运动模式(MPs)划分为具有显著动力学差异的运... 针对疏散过程中外界环境因素对行人的运动行为演化的影响机理,构建了“运动-环境”变量双维度分析框架,结合相向流疏散实验数据,揭示了不同密度下行人运动模式的差异。通过两步聚类法将行人运动模式(MPs)划分为具有显著动力学差异的运动模式类群,结合斯皮尔曼秩相关筛选与运动模式相关的环境变量。筛选结果表明:在中密度场景中,行人通过步距调整响应空间信息;而在高密度场景中,物理挤压效应主导运动决策。基于此,进一步构建了运动模式分类模型,将主成分分析(PCA)降维后的环境主成分作为特征输入,采用机器学习方法进行运动模式识别。实验结果表明:在高密度场景中,随机森林模型能够有效识别运动模式,表现出较高的综合性能(F_(1)=0.71);在中密度场景中,部分模型的识别性能相对较弱,特别是在面对复杂的运动模式时,模型的准确性和F_(1)分数表现出较大的差异。 展开更多
关键词 行人运动 相向流 运动模式 机器学习 公共安全
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刘剑锋基于“阳明逆故不得卧”论治顽固性失眠经验
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作者 张婷玉 朱婷钰 张丽君 《中国中医基础医学杂志》 2025年第10期1797-1800,共4页
顽固性失眠是临床常见病之一,发病机制复杂,反复难愈,西医用药不良反应大。脾胃为后天之本,气机升降之枢纽,气机失调,则百病生。刘剑锋教授基于“阳明逆故不得卧”论治,以脾胃气机失常为基础,将其病因病机分为中焦气逆,肝郁化火;脾胃失... 顽固性失眠是临床常见病之一,发病机制复杂,反复难愈,西医用药不良反应大。脾胃为后天之本,气机升降之枢纽,气机失调,则百病生。刘剑锋教授基于“阳明逆故不得卧”论治,以脾胃气机失常为基础,将其病因病机分为中焦气逆,肝郁化火;脾胃失和,痰热扰心;脾胃失常,心肾不交;脾胃失运,瘀血阻络。临床上从调理脾胃气机入手辨证论治,治疗效果显著,为顽固性失眠的治疗提供新的思路和方法。 展开更多
关键词 刘剑锋 阳明逆故不得卧 顽固性失眠 临床经验
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预混当量比对轻烃燃气燃烧特性的影响
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作者 熊惠 《热科学与技术》 北大核心 2025年第5期511-516,共6页
混空轻烃燃气是以戊烷为主要成分的预混气,需要研究预混和扩散燃烧方式下的燃烧特性。采用NUIG戊烷异构体燃烧反应机理,利用对冲扩散火焰模型来模拟计算研究混空戊烷预混当量比为9.0~39.0和∞情况时,正戊烷部分预混燃烧和扩散燃烧下的... 混空轻烃燃气是以戊烷为主要成分的预混气,需要研究预混和扩散燃烧方式下的燃烧特性。采用NUIG戊烷异构体燃烧反应机理,利用对冲扩散火焰模型来模拟计算研究混空戊烷预混当量比为9.0~39.0和∞情况时,正戊烷部分预混燃烧和扩散燃烧下的燃烧火焰温度特性和CO排放特性。结合敏感性分析,研究燃烧方式对火焰温度的影响机理。研究结果表明:扩散燃烧当量比为∞时,火焰温度略低于部分预混火焰温度。随当量比增加,火焰面向氧化剂侧移动,热释放率增加,H、O和OH自由基摩尔分数增加;CO生成量随当量比和氧化剂温度增加而减少;对火焰温度峰值处敏感性进行分析发现,在氧化剂温度较高且为扩散燃烧方式下,H和OH自由基相关反应是影响火焰温度的主要因素。氧化剂温度较低、部分预混燃烧方式下,正戊烷裂解氧化对火焰温度影响较大。 展开更多
关键词 当量比 戊烷 对冲扩散火焰
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Numerical study of the flow and dilution behaviors of round buoyant jet in counterflow
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作者 高猛 槐文信 +1 位作者 李义天 王伟杰 《Journal of Hydrodynamics》 SCIE EI CSCD 2017年第1期172-175,共4页
Pollutants are usually discharged into the receiving water bodies in the form of a turbulent jet or plume, and the presence of a counterflow enhances the initial dilution of the jet effluent. To understand the behavio... Pollutants are usually discharged into the receiving water bodies in the form of a turbulent jet or plume, and the presence of a counterflow enhances the initial dilution of the jet effluent. To understand the behaviors of jets in actual situations, a round buoyant jet issued horizontally into a uniform counterflow is simulated for different combinations of densimetric Froude number and jet-to-current velocity ratio. A two-phase mixture model is used to simulate this flow, and the renormalization group k - ε model is used to address the flow turbulence. The inter-phase interactions are described in terms of the relative slip velocity between phases. The jet features, including the trajectory of the jet centerline and the decay of the centedine velocity and the concentration, are investigated. The length scale analysis reveals the relationships between the distance and the centerline dilutions, and different flow mechanisms are revealed before and after the penetration point. 展开更多
关键词 Buoyant jet counterflow mixture model velocity decay concentration dilution
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Hysteresis and Multi-state Behavior of Counterflow Flame in a Blowing Cylindrical Burner
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作者 Hsing-Sheng Chai 《Journal of Thermal Science》 SCIE EI CAS CSCD 2009年第3期276-283,共8页
This study focuses on flame hysteresis over a porous cylindrical burner. The hysteresis results from different operation procedure of the experiment. Gradually increasing inflow velocity can transform the envelope fla... This study focuses on flame hysteresis over a porous cylindrical burner. The hysteresis results from different operation procedure of the experiment. Gradually increasing inflow velocity can transform the envelope flame into a wake flame. The blow-off curve can be plotted by determining every critical inflow velocity that makes an envelope flame become a wake flame at different fuel-ejection velocities. In contrast, decreasing the inflow veiocity can transform the wake or lift-off flame into an envelope one. The reattachment curve can be obtained by the same method to explore the blow-off curve, but the intake process is reverse. However, these two curves are not coincident, except the origin. The discrepancy between them is termed as hysteresis, and it results from the difference between the burning velocities associated with both curves. At the lowest fuel-ejection velocity, no hysteresis exists between both curves owing to nearly no burning velocity difference there. Then, raising the fuel-ejection velocity enhances hysteresis and the discrepancy between the two curves. However, as fuel-ejection velocity exceeds a critical value, the intensity of hysteresis almost keeps constant and causes the two curves to be parallel to each other. 展开更多
关键词 HYSTERESIS Blow-off curve Reattachment curve Cylindrical burner counterflow flame
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基于逆流设计的化工污水混合搅拌设备优化研究
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作者 白彦平 魏承 《自动化应用》 2025年第11期159-161,共3页
针对化工污水处理中混合搅拌设备存在的混合效率不高、能耗较大等问题,提出了一种基于逆流设计理念的优化方案。通过构建多尺度逆流场,实现了污水与化学药剂的高效混合。实验结果表明,优化设备在混合均匀度、絮体粒径、絮体强度、能耗和... 针对化工污水处理中混合搅拌设备存在的混合效率不高、能耗较大等问题,提出了一种基于逆流设计理念的优化方案。通过构建多尺度逆流场,实现了污水与化学药剂的高效混合。实验结果表明,优化设备在混合均匀度、絮体粒径、絮体强度、能耗和COD去除率等方面均表现出了显著优势,为化工污水绿色处理提供了新的技术途径。 展开更多
关键词 逆流设计 化工污水 混合搅拌设备
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