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Drop breakup in bag regime under the impulsive condition 脉冲条件下袋式系统中的水滴破裂
IF 3.6 2区 工程技术 Q1 MECHANICS Pub Date : 2024-08-28 DOI: 10.1016/j.ijmultiphaseflow.2024.104977

This study experimentally investigates the spatiotemporal evolution and associated local instabilities of a drop subjected to a weak shock wave. The front and side views of the drop are captured to understand its three-dimensional evolution and breakup. The interaction of shock causes the windward side of the drop to compress and generate a surface wave over it. Its temporal amplification is found to be governed by Kelvin–Helmholtz instability. The core of the deformed drop expands in a stream-wise direction, forming a Rayleigh–Taylor instability-driven bag structure. Consistent pressure gradients across the bag cause its continuous elongation until the pressure gradient overcomes the surface tension. This continuous elongation leads the sheet to undergo kinematic thinning, which causes the sheet to destabilize and nucleate the hole. This hole recedes and gathers liquid from upstream to thicken its interface, called the bag rim. The accelerating receding motion of the bag rim triggers Rayleigh–Taylor instability, and the corrugation that forms over it grows into ligaments and destabilizes to shed droplets through end pinching and ligament merging. Additionally, the accelerating rim undergoes radial expansion, with its further destabilization governed by the coupled effect of Rayleigh–Taylor and Rayleigh–Plateau instabilities, as well as the collision of the receding bag rim. This leads to the formation of corrugations, which grow into ligaments and further destabilize to shed drops via end pinching. Nonlinear effects dominate ligament dynamics and increase with the Weber number. The asymmetric ejection of the daughter drop from the rim causes it to evolve into a bag, undergoing tertiary breakup.

本研究通过实验研究了受到弱冲击波作用的液滴的时空演变和相关的局部不稳定性。通过捕捉液滴的正视图和侧视图来了解其三维演变和破裂情况。冲击波的相互作用导致液滴迎风面压缩并在其上方产生表面波。波的时间放大受开尔文-赫尔姆霍兹不稳定性的支配。变形液滴的核心向流线方向膨胀,形成雷利-泰勒不稳定性驱动的袋状结构。袋上持续的压力梯度导致其不断伸长,直到压力梯度克服表面张力。这种持续的拉伸导致薄片发生运动变薄,从而使薄片失去稳定并形成孔洞。洞口后退并从上游聚集液体,使其界面(称为袋缘)变厚。袋缘的加速后退运动引发了瑞利-泰勒不稳定性,在其上形成的波纹长成韧带,并通过末端挤压和韧带合并破坏稳定,使液滴脱落。此外,加速的边缘会发生径向扩张,在瑞利-泰勒不稳定性和瑞利-平原不稳定性的耦合效应以及后退袋边缘的碰撞作用下,边缘会进一步失稳。这导致波纹的形成,波纹发展成韧带,并通过末端挤压进一步破坏稳定,使液滴脱落。非线性效应主导着韧带动力学,并随着韦伯数的增加而增加。子滴不对称地从边缘喷出,使其演变成袋,并经历三次破裂。
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引用次数: 0
On the analysis of static thermal instabilities occurring in two-phase flow systems 关于两相流系统中出现的静态热不稳定性的分析
IF 3.6 2区 工程技术 Q1 MECHANICS Pub Date : 2024-08-28 DOI: 10.1016/j.ijmultiphaseflow.2024.104975

In this study, we investigate a novel type of static thermal instability that occurs in two-phase flow systems. The instability is theoretically and experimentally confirmed to occur for flow boiling micro-channel scenarios and flow condensing scenarios. The theory presented is independent of the evaporator geometry as well as flow boiling/condensing situations. A stability criteria is derived using a Reynolds Transport approach applied to the evaporator of a two-phase pumped loop (TPPL) system. The theory is then validated experimentally using a TPPL containing a parallel micro-channel evaporator. The instability is confirmed with pressure, temperature, and void fraction measurements acquired at the exit of the evaporator. The findings reveal that static thermal instabilities can arise when simultaneous heat addition and reduction in system saturation temperature occurs (or vice versa). The implications of the thermal instability result in dramatic changes in evaporator heat flux, as well as a flow transition from stratified laminar flow to vigorous turbulent flow with high void fractions. By identifying the additional instability mechanisms, this work contributes to enhancing system reliability and predictability of TPPL systems.

在本研究中,我们研究了发生在两相流动系统中的一种新型静态热不稳定性。经理论和实验证实,这种不稳定性发生在流动沸腾微通道情景和流动冷凝情景中。所提出的理论与蒸发器的几何形状以及流动沸腾/冷凝情况无关。采用雷诺输运法推导出了适用于两相泵送回路(TPPL)系统蒸发器的稳定性标准。然后,使用包含平行微通道蒸发器的 TPPL 对该理论进行了实验验证。在蒸发器出口处采集的压力、温度和空隙率测量值证实了不稳定性。研究结果表明,在同时增加热量和降低系统饱和温度的情况下(反之亦然),会出现静态热不稳定性。热不稳定性的影响导致蒸发器热通量的急剧变化,以及从分层层流到高空隙率的剧烈湍流的流动转变。通过识别额外的不稳定机制,这项工作有助于提高 TPPL 系统的可靠性和可预测性。
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引用次数: 0
Generative diffusion models for synthetic trajectories of heavy and light particles in turbulence 湍流中轻重粒子合成轨迹的生成扩散模型
IF 3.6 2区 工程技术 Q1 MECHANICS Pub Date : 2024-08-28 DOI: 10.1016/j.ijmultiphaseflow.2024.104980

Heavy and light particles are commonly found in many natural phenomena and industrial processes, such as suspensions of bubbles, dust, and droplets in incompressible turbulent flows. Based on a recent machine learning approach using a diffusion model that successfully generated single tracer trajectories in three-dimensional turbulence and passed most statistical benchmarks across time scales, we extend this model to include heavy and light particles. Given the particle type – tracer, light, or heavy – the model can generate synthetic, realistic trajectories with correct fat-tail distributions for acceleration, anomalous power laws, and scale dependent local slope properties. This work paves the way for future exploration of the use of diffusion models to produce high-quality synthetic datasets for different flow configurations, potentially allowing interpolation between different setups and adaptation to new conditions.

轻重粒子常见于许多自然现象和工业过程中,例如不可压缩湍流中的气泡、灰尘和液滴悬浮物。最近,一种机器学习方法使用扩散模型成功生成了三维湍流中的单个示踪剂轨迹,并通过了跨时间尺度的大多数统计基准测试,在此基础上,我们将该模型扩展到重粒子和轻粒子。给定粒子类型--示踪剂、轻粒子或重粒子--该模型就能生成具有正确加速度胖尾分布、反常幂律和与尺度相关的局部斜率特性的合成真实轨迹。这项工作为今后探索利用扩散模型生成不同流动配置的高质量合成数据集铺平了道路,从而有可能在不同设置之间进行插值,并适应新的条件。
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引用次数: 0
Uncertainties in measurements of bubbly flows using phase-detection probes 使用相位检测探头测量气泡流的不确定性
IF 3.6 2区 工程技术 Q1 MECHANICS Pub Date : 2024-08-27 DOI: 10.1016/j.ijmultiphaseflow.2024.104978

The analysis of bubbly two-phase flows is challenging due to their turbulent nature and the need for intrusive phase-detection probes. However, accurately characterizing these flows is crucial for safely designing critical infrastructure such as dams and their appurtenant structures. The combination of dual-tip intrusive phase-detection probes with advanced signal processing algorithms enables the assessment of pseudo-instantaneous 1-D velocity time series; for which the limitations are not fully fathomed. In this investigation, we theoretically define four major sources of error, which we quantify using synthetically generated turbulent time series, coupled with the simulated response of a phase-detection probe. Based on the analysis of 1010 simulated bubble trajectories, our findings show that typical high-velocity flows in hydraulic structures hold up to 15% error in the mean velocity estimations and up to 35% error in the turbulence intensity estimations for the most critical conditions, typically occurring in the proximity of the wall. Based on thousands of simulations, our study provides a novel data-driven tool for the estimation of these baseline errors (bias and uncertainties) in real-word phase-detection probe measurements of bubbly flows (air concentrations c<40%).

由于气泡两相流具有湍流特性,且需要侵入式相位检测探头,因此分析气泡两相流具有挑战性。然而,准确描述这些流动的特征对于安全设计大坝及其附属结构等关键基础设施至关重要。双尖端侵入式相位检测探头与先进的信号处理算法相结合,可以评估伪瞬时一维速度时间序列,但其局限性尚不完全清楚。在这项研究中,我们从理论上定义了四个主要误差源,并利用合成生成的湍流时间序列和相位探测探头的模拟响应对其进行量化。基于对 1010 个模拟气泡轨迹的分析,我们的研究结果表明,在水力结构中的典型高速流动中,平均速度估算误差高达 15%,而在最关键的条件下(通常发生在靠近壁面的位置),湍流强度估算误差高达 35%。基于数千次模拟,我们的研究提供了一种新颖的数据驱动工具,用于估算气泡流(空气浓度为 40%)实测相位检测探头测量中的基线误差(偏差和不确定性)。
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引用次数: 0
Direct numerical simulation of a subcritical coaxial injection in fiber regime using sharp interface reconstruction 利用尖锐界面重构对光纤系统中的亚临界同轴注入进行直接数值模拟
IF 3.6 2区 工程技术 Q1 MECHANICS Pub Date : 2024-08-26 DOI: 10.1016/j.ijmultiphaseflow.2024.104974

The numerical simulation of space launchers combustion chambers is a topic of increasing interest, as it may help the development of safer and more efficient designs. Understanding fuel injection is a particularly severe challenge. The liquid oxygen is injected by a round orifice surrounded by an annular gaseous stream of fuel, leading in subcritical conditions to a two-phase assisted atomization process. The result of this process is a very dense and polydisperse two-phase flow, which strongly influences the behavior of the chamber. Experimental investigation of this flow is difficult due to the axisymmetric geometry and the dense characteristic of the spray. Neither RANS nor Large Eddy Simulation (LES) possess reliable models able to reproduce the smallest scales of atomization, one of the reasons being the lack of relevant experimental data. Therefore, this work aims to provide detailed information on the atomization process using Direct Numerical Simulation. This paper presents a Direct Numerical Simulation (DNS) of a coaxial liquid–gas assisted atomization in the typical fiber regime encountered in cryogenic injectors. This study aims to better understand the evolution of liquid topology and extract relevant information that may help develop larger-scale models. The flow was first analyzed in terms of topology statistical data, using a dedicated detection and classification algorithm that could characterize the individual liquid structures. These include the central liquid core, the ligament created during primary atomization, and the spherical droplet obtained at the end of the atomization process. Subsequently, a more global statistical topology indicator was investigated, namely the interface area density distribution. This quantity is used in larger-scale RANS or LES models to predict the smallest scales of atomization. Therefore, understanding its behavior in a realistic case is of utmost importance. The interface area density distribution was correlated to the global jet behavior and the liquid topology data obtained by the detection algorithm. The results showed, in particular, a strong correlation between the initial increase of liquid–gas interface area density with the generation of ligaments and between the continuous decrease of the interface area density during droplet formation and stabilization.

航天发射器燃烧室的数值模拟是一个越来越受关注的课题,因为它有助于开发更安全、更高效的设计。了解燃料喷射是一项特别严峻的挑战。液氧由一个圆形喷口喷入,周围是环形的气态燃料流,在亚临界状态下形成两相辅助雾化过程。这一过程的结果是产生了非常密集和多分散的两相流,这对气室的行为产生了很大影响。由于喷雾的轴对称几何形状和致密特性,很难对这种流动进行实验研究。无论是 RANS 还是大涡流模拟(LES)都不具备能够再现最小尺度雾化的可靠模型,原因之一是缺乏相关的实验数据。因此,这项工作旨在利用直接数值模拟提供雾化过程的详细信息。本文介绍了在低温喷射器中遇到的典型纤维状态下同轴液气辅助雾化的直接数值模拟(DNS)。这项研究旨在更好地了解液体拓扑结构的演变,并提取有助于开发更大规模模型的相关信息。首先从拓扑统计数据的角度对流动进行了分析,使用了一种专门的检测和分类算法,该算法可以描述单个液体结构的特征。这些结构包括中心液核、初级雾化过程中产生的韧带以及雾化过程结束时获得的球形液滴。随后,我们研究了一种更全面的统计拓扑指标,即界面面积密度分布。在较大尺度的 RANS 或 LES 模型中,这个量被用来预测雾化的最小尺度。因此,了解其在实际情况中的行为至关重要。界面区域密度分布与全局射流行为和通过检测算法获得的液体拓扑数据相关联。结果特别表明,液气界面面积密度的初始增加与韧带的产生之间,以及界面面积密度在液滴形成和稳定过程中的持续降低之间存在着很强的相关性。
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引用次数: 0
Bubble behavior parameters extraction and analysis during pool boiling based on deep-learning method 基于深度学习方法的水池沸腾过程中气泡行为参数提取与分析
IF 3.6 2区 工程技术 Q1 MECHANICS Pub Date : 2024-08-24 DOI: 10.1016/j.ijmultiphaseflow.2024.104979

The nucleate pool boiling plays an important role in thermal and chemical engineering applications. Analyzing bubble dynamics at nucleation site is crucial to improve the understanding of boiling heat transfer mechanism. Quantitative extraction of bubble parameters from high-speed visualized images is a labor-intensitive and time-consuming task making it necessary for automatically detect single bubble growth and measure boiling characteristic parameters.

In the present work, we proposed a deep learning based self-adaptive statistical algorithm for extraction of bubble behavior parameters quickly and automatically from numerous high-speed visualization images looking from the side view of a boiling chamber. A dataset was constructed for training and performance evaluation based on experimental data of saline solution pool boiling. The StarDist and U-Net convolutional neural network were combined in the algorithm so that more exact segmentation of the bubbles can be identified. Based on the segmentation results, a post-processing program was developed to extract the sequential variation of bubbles during consecutive cycles at nucleation sites. The dynamic characteristic parameters that affect heat transfer, such as nucleation density, bubble departure diameter, departure frequency, and wait time under different heat flux were obtained quantitatively. The comparison of automatic extraction algorithm and manual processing proves the reliability and superiority of our method. This work indicates that the proposed method has great potential to be widely applied as an efficient and universal tool for processing different types of bubble shadowgraph images.

成核池沸腾在热学和化学工程应用中发挥着重要作用。分析成核部位的气泡动态对于加深对沸腾传热机理的理解至关重要。从高速可视化图像中定量提取气泡参数是一项费时费力的工作,因此有必要自动检测单个气泡的生长并测量沸腾特征参数。在本研究中,我们提出了一种基于深度学习的自适应统计算法,用于从沸腾室侧视图的大量高速可视化图像中快速自动提取气泡行为参数。基于生理盐水池沸腾的实验数据,我们构建了一个用于训练和性能评估的数据集。算法中结合了 StarDist 和 U-Net 卷积神经网络,从而可以更精确地识别气泡的分割。根据分割结果,开发了一个后处理程序,以提取成核点连续循环过程中气泡的顺序变化。定量获得了不同热通量下的成核密度、气泡离去直径、离去频率和等待时间等影响传热的动态特征参数。自动提取算法与人工处理的比较证明了我们方法的可靠性和优越性。这项工作表明,所提出的方法作为处理不同类型气泡阴影图图像的高效通用工具,具有广泛应用的巨大潜力。
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引用次数: 0
Euler-Euler simulation of a bubble column flow up to high gas fraction 高气体分数气泡柱流动的欧拉-欧拉模拟
IF 3.6 2区 工程技术 Q1 MECHANICS Pub Date : 2024-08-24 DOI: 10.1016/j.ijmultiphaseflow.2024.104969

This study investigates homogeneous flow in a bubble column up to 50% gas holdup. For low to medium gas holdup below 20%, the good performance of an established baseline model is confirmed. In this range, the mixture pressure gradient is decisive in determining the relative velocity, resulting in good predictions without considering swarm effects. However, beyond a gas holdup of 20%, a swarm corrector to the drag force becomes necessary, for which several proposals from the literature are evaluated. In addition, the lift force influences the shape of the gas fraction profile depending on the bubble size, which has a significant impact on the liquid flow inside the column. For wall-peaked profiles, the liquid flow remains moderate, while center-peaked profiles strongly boost the liquid velocity. Finally, several mechanisms proposed in the literature for inducing unstable flow based on the lift force, bubble-induced turbulence or flooding are investigated. Of these only the first gave qualitative agreement with the observed gas holdup.

本研究调查了气体截留率高达 50%的气泡柱中的均匀流动。对于低于 ∼20% 的中低气体截留率,已建立的基线模型的良好性能得到了证实。在此范围内,混合物压力梯度对相对速度起决定性作用,因此在不考虑蜂群效应的情况下也能获得良好的预测结果。然而,当气体滞留量超过 ∼20% 时,就需要对阻力进行蜂群修正,为此对文献中的几种建议进行了评估。此外,升力会影响气体分数剖面的形状,这取决于气泡的大小,而气泡的大小会对塔内的液体流动产生重大影响。对于壁面倾斜的剖面,液体流动保持适度,而中心倾斜的剖面则会大大提高液体流速。最后,研究了文献中提出的基于升力、气泡诱发湍流或淹没的几种诱发不稳定流的机制。在这些机制中,只有第一种与观测到的气体滞留定性一致。
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引用次数: 0
Splitting of double-core solid-in-water-in-oil droplet in a microfluidic Y-junction 微流体 Y 型结中的双核油包水固液滴分裂
IF 3.6 2区 工程技术 Q1 MECHANICS Pub Date : 2024-08-23 DOI: 10.1016/j.ijmultiphaseflow.2024.104973

Solid particle-encapsulated droplets have significant applications in biochemistry, advanced materials, and inertial confinement fusion (ICF) experiments. However, there is a problem of encapsulating two solid cores in a single droplet during the preparation of single-core droplets, which reduces the utilization efficiency. In this study, an effective microfluidic approach for continuous splitting of solid-in-water-in-oil droplets encapsulating double solid cores is developed. Visualization experiments are conducted to analyze the movements of solid cores and evolution of liquid–liquid interface during the splitting. The results show that the squeezing stage during the splitting process is shortened due to the presence of solid cores. The splitting mechanisms were also revealed by analyzing the interaction forces between the solid cores and aqueous phase. The force analysis of the aqueous phase showed that sum of squeezing and shear force could overcome the interfacial tension, ensuring the successful splitting of the double-core droplets. The force analysis of the solid cores revealed that the motion of the core could be divided into three typical stages: deceleration, hitting and separation. The combined effect of the aqueous phase, channel wall, and interfacial forces ensured the stable separation of the two solid cores. The length distribution of the daughter droplets exhibited excellent monodispersity. The microfluidic method proposed in this work would effectively improve the controlled preparation efficiency of solid-in-water-in-oil droplets.

固体颗粒封装液滴在生物化学、先进材料和惯性约束聚变(ICF)实验中有着重要的应用。然而,在制备单核液滴的过程中,存在将两个固体核封装在一个液滴中的问题,从而降低了利用效率。本研究开发了一种有效的微流体方法,用于连续拆分包裹双固体芯的油包水固体液滴。通过可视化实验分析了分裂过程中固芯的运动和液-液界面的演变。结果表明,由于固核的存在,分裂过程中的挤压阶段缩短了。通过分析固核与水相之间的相互作用力,还揭示了分裂机理。对水相的作用力分析表明,挤压力和剪切力之和可以克服界面张力,从而确保双核液滴的成功分裂。对固体核心的受力分析表明,核心的运动可分为三个典型阶段:减速、撞击和分离。水相、通道壁和界面力的共同作用确保了两个固核的稳定分离。子液滴的长度分布呈现出极佳的单分散性。本研究提出的微流控方法将有效提高油包水固相液滴的可控制备效率。
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引用次数: 0
Asymmetric droplet splitting in a T-junction under a pressure difference 压差作用下 T 型接头中的非对称液滴分裂
IF 3.6 2区 工程技术 Q1 MECHANICS Pub Date : 2024-08-22 DOI: 10.1016/j.ijmultiphaseflow.2024.104967

In this paper, the phase-field multiphase lattice Boltzmann method is employed to simulate droplet breakup in a T-junction under different outlet pressures. Three behaviors of droplet breakup: non-breakup (flow pattern I), breakup with tunnels (flow pattern II), and breakup with permanent obstruction (flow pattern Ⅲ) are identified. The evolution of morphological characteristics of droplet breakup is quantitatively characterized, based on which the asymmetric splitting mechanisms and the influencing factors are clarified. Additionally, the factors influencing the droplet splitting volume ratio (VII/VI) are elucidated. The results indicate that there is a non-linear relationship between the VII/VI and the flow rate ratio. Moreover, the curve depicting the final VII/VI versus the initial droplet length exhibits a V-shape and has a minimum value. A conclusion is drawn that the Capillary number mainly influences flow pattern II, with the final VII/VI decreasing as the Capillary number increases. Additionally, for flow pattern III, the final VII/VI increases linearly with rising droplet size at low viscosity ratios, whereas it decreases linearly at high viscosity ratios. The growing outlet pressure difference enlarges the flow difference between the two branches, leading to an increase in the final VII/VI.

本文采用相场多相晶格玻尔兹曼法模拟了不同出口压力下 T 型交界处的液滴破裂。确定了液滴破裂的三种行为:不破裂(流型Ⅰ)、带隧道破裂(流型Ⅱ)和永久阻塞破裂(流型Ⅲ)。在定量分析液滴破裂形态特征演变的基础上,阐明了非对称分裂机理和影响因素。此外,还阐明了液滴分裂体积比(VII/VI)的影响因素。结果表明,VII/VI 与流速比之间存在非线性关系。此外,最终 VII/VI 与初始液滴长度的关系曲线呈 V 型,并有一个最小值。由此得出结论,毛细管数主要影响流动模式 II,最终 VII/VI 随着毛细管数的增加而减小。此外,对于流动模式 III,在低粘度比时,最终 VII/VI 随液滴尺寸的增大而线性增大,而在高粘度比时则线性减小。出口压差的增加扩大了两个分支之间的流量差,导致最终 VII/VI 增加。
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引用次数: 0
Gas–liquid mass-transfer characteristics during dissolution and evolution in quasi-static and dynamic processes 准静态和动态过程中溶解和演化过程的气液传质特性
IF 3.6 2区 工程技术 Q1 MECHANICS Pub Date : 2024-08-22 DOI: 10.1016/j.ijmultiphaseflow.2024.104970

This study aims to understand the comprehensive behavior of the gas–liquid flow and dissolution–evolution mass transfer. A quasi-static closed-tank experiment was designed to measure the static mass-transfer coefficients of the dissolution and evolution processes using the diffusion equation. After a detailed uncertainty analysis, a dynamic ventilated-pipe experiment with different-sized orifice plates was designed to illustrate the relationship between the hydrodynamic parameters, physical structure, and gas–liquid mass-transfer characteristics. The results showed that, as the static pressure and liquid-level height increase, both the dissolution and evolution coefficients exhibit increasing trends. However, when the physical condition reaches the initial state after pressurization and depressurization, the gas absorbed by the solution cannot completely evolve from the solution; that is, the dissolution rate is always greater than or equal to the evolution rate. For the equal-diameter pipe, as the gas flow rate increases, the concentration increment decreases slightly after reaching the peak, owing to the reduction in mass-transfer time caused by the increase in liquid flow rate. In particular, the maximal dissolved concentration, an increment of 210.9 %, occurred in the double large-orifice plate with the ventilated condition, far exceeding the maximum value in the quasi-static process. Moreover, the concentration under the layout of two small-orifice plates decreases slightly, and the larger gas content enables the solution to have more gas nuclei, making it easier to induce the gas evolution. The current study provides guidance for the gas–liquid-mixture transportation and improvement of the dissolved efficiency.

本研究旨在了解气液流动和溶解-演化传质的综合行为。设计了一个准静态闭罐实验,利用扩散方程测量溶解和演化过程的静态传质系数。经过详细的不确定性分析后,设计了一个带有不同尺寸孔板的动态通风管实验,以说明流体力学参数、物理结构和气液传质特性之间的关系。结果表明,随着静压和液面高度的增加,溶解系数和演化系数都呈上升趋势。然而,当加压和减压后物理条件达到初始状态时,溶液吸收的气体不能完全从溶液中演化出来,即溶解速率始终大于或等于演化速率。对于等直径管道,随着气体流速的增加,浓度增量在达到峰值后略有下降,这是由于液体流速增加导致质量转移时间缩短。其中,通风条件下的双大孔板的溶解浓度达到最大值,增量为 210.9%,远远超过了准静态过程中的最大值。此外,双小孔板布局下的浓度略有下降,较大的气体含量使溶液中的气核更多,更容易诱导气体演化。本研究为气液混合物的输送和提高溶解效率提供了指导。
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引用次数: 0
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