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Investigation of hydrodynamic characteristics with three types of vegetation accumulation at trash racks 三种类型植被堆积物的水动力特性研究
IF 2.5 3区 工程技术 Pub Date : 2025-03-20 DOI: 10.1007/s42241-025-0003-8
Lei Yang, Wen-xin Huai, Song-li Yu

The accumulation of aquatic vegetation in open channels, such as leaves, weeds, and large wood, poses a threat to the safety of hydraulic structures and disrupts the normal operation of hydropower stations, resulting in substantial economic losses. Studying the hydraulic characteristics with vegetation accumulation is a prerequisite for solving this engineering challenge. The effects of vegetation accumulation on the hydraulic characteristics with three types of vegetation were investigated using experimental and numerical simulation methods. The results indicate both backwater rise and head loss increase exponentially with blockage ratio. Furthermore, vegetation accumulation results in an uneven vertical distribution of streamwise velocity, leading to the formation of low-velocity regions and backflow vortexes in the upper water layer. For all cases, the bottom gap velocity increases markedly, forming a high-velocity jet region. The maximum jet velocity remains constant in the near wake region and the decay rate in the far wake region is positively correlated with the blockage ratio. Bed shear stresses in the corresponding region are 1–6 times higher than before vegetation accumulation, increasing the potential for riverbed erosion. This study extends the existing knowledge of vegetation accumulation hydrodynamics to provide a basis for the safe operation of hydraulic structures and river management.

明渠中的水生植被如树叶、杂草、大木块等的堆积,对水工构筑物的安全构成威胁,扰乱了水电站的正常运行,造成了巨大的经济损失。研究植被堆积时的水力特性是解决这一工程难题的前提。采用实验和数值模拟的方法,研究了3种植被类型下植被堆积对水工特性的影响。结果表明,回水上升和水头损失随堵塞比呈指数增长。植被的积累导致水流速度垂直分布不均匀,导致上层水层形成低速区和回流涡。在所有情况下,底部间隙速度都明显增大,形成高速射流区。最大射流速度在近尾迹区保持恒定,远尾迹区的衰减率与堵塞比呈正相关。相应区域的河床剪应力比植被堆积前高1-6倍,增加了河床侵蚀的可能性。本研究扩展了现有的植被积累水动力学知识,为水工构筑物的安全运行和河流管理提供依据。
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引用次数: 0
Quantifying the performance of urban sewer network using inverse-problem models: An approach for synchronous determination of in-sewer groundwater infiltration and pollutant degradation 用反问题模型量化城市下水道网络的性能:一种同步确定下水道地下水入渗和污染物降解的方法
IF 2.5 3区 工程技术 Pub Date : 2025-03-12 DOI: 10.1007/s42241-025-0002-9
Hui-jin Zhang, Zu-xin Xu, Wan-qiong Wang, Shou-hai Peng, Chong Li, Shuai Fang, Danlu Guo, Hai-long Yin

The performance of sewer network is associated with both clean water infiltration and in-sewer pollutant degradation. Quantifying their contributions in large-scale sewer network remains challenging due to the infeasibility of numerous on-site measurements of water flows and water quality concentrations in the whole system. This study developed a physically inverse problem approach to address this challenge, which was tested in an actual sewer network system (25.66 km2) with gridding-based in-sewer flow rate and water quality measurements. Bayesian optimization framework was integrated into sewer hydrodynamic and water quality models to inversely estimate source parameters including source flow rates and source discharge concentrations. Employing simulated annealing algorithm can demonstrate 20.6%–54.2% higher accuracy compared with the other methods, due to its progressive instead of fast and steep convergence toward the true solutions. With the developed approach, the infiltrated clean water infiltration and mass loss of chemical oxygen demand (COD) within the sewer network were quantified synchronously. Further, the condition of sewer structural defects was assessed, and a reference value for allowable in-sewer COD degradation was also presented, which was 4%–5% COD mass per hour of sewage hydraulic retention. Therefore, this methodology can provide cost-effective solution for comprehensive assessment of sewer network conditions.

污水管网的性能与清洁水的渗透和污水中污染物的降解有关。由于不可能对整个系统的水流和水质浓度进行大量的现场测量,因此量化它们在大规模下水道网络中的贡献仍然具有挑战性。本研究开发了一种物理逆问题方法来解决这一挑战,并在一个实际的下水道网络系统(25.66平方公里)中进行了测试,采用基于网格的下水道流速和水质测量。将贝叶斯优化框架集成到下水道水动力和水质模型中,反演水源流量和排放浓度等水源参数。采用模拟退火算法对真解的收敛是渐进的,而不是快速陡峭的,与其他方法相比,精度提高了20.6% ~ 54.2%。采用该方法,对管网内的入渗洁净水入渗量和化学需氧量(COD)质量损失进行了同步量化。进一步,对下水道结构缺陷状况进行了评估,并提出了下水道内允许COD降解的参考值,即污水水力滞留每小时COD质量为4% ~ 5%。因此,该方法可以为污水管网状况的综合评估提供经济有效的解决方案。
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引用次数: 0
Cavitation suppression and energy performance improvement for a mixed flow pump through controllable velocity moment 通过控制速度矩抑制混流泵的空化并改善其能量性能
IF 2.5 3区 工程技术 Pub Date : 2025-03-12 DOI: 10.1007/s42241-025-0001-x
Yun-hao Zheng, Yan-jun Li, Fan Zhang, Shou-qi Yuan

In this paper, a multi-objective optimization strategy for a volute mixed flow pump is implemented based on inverse design theory. The controllable velocity moment (CVM) design parameters are defined based on the impeller outlet velocity moment and its partial derivative in the streamline direction, and flow control is further realized by directly adjusting the velocity moment distribution inside the impeller. The significance order of the effect of the CVM parameters on the efficiency and NPHSc at the best operation points is first investigated, and the elliptical basis function (EBF) approximation model and MOPS optimization algorithm are combined to carry out multi-objective optimization. Compared with the baseline model, an improvement in the efficiency and head at the best operation points of 0.48%, 1.07 m is obtained for the optimal model, with a widened and efficient operation range, and NPHSc is reduced from 4.545 m–4.235 m, with a slowed cavitation development. The proposed CVM method effectively realizes flow control under multiple conditions, optimizing the pressure distribution on the blade pressure side and suppressing the reverse jet in the cavity closure area.

基于逆设计理论,对蜗壳混流泵进行了多目标优化设计。基于叶轮出口速度矩及其在流线方向上的偏导数定义了可控速度矩(CVM)设计参数,并通过直接调节叶轮内部的速度矩分布来实现流量控制。首先研究了CVM参数对最佳工作点效率和NPHSc影响的显著性顺序,并结合椭圆基函数(EBF)近似模型和MOPS优化算法进行多目标优化。与基线模型相比,优化模型最佳运行点效率和水头提高0.48%,运行范围扩大,效率提高1.07 m, NPHSc从4.545 m减小到4.235 m,空化发展速度减慢。所提出的CVM方法有效地实现了多工况下的流动控制,优化了叶片压力侧的压力分布,抑制了空腔闭合区域的反向射流。
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引用次数: 0
Theoretical investigation of the simultaneous resonance of a cylindrical bubble under triple-frequency acoustic excitation 三频声激励下圆柱形气泡同步共振的理论研究
IF 2.5 3区 工程技术 Pub Date : 2025-02-20 DOI: 10.1007/s42241-025-0107-1
Jia-xin Yu, Zhi-hao Liu, Jin-xin Luo, Xiang-qing Zhang, Zheng-gui Li, Yu-ning Zhang

In the present paper, the simultaneous resonance of a cylindrical bubble under triple-frequency acoustic excitation is investigated theoretically. Specifically, based on the multi-scale method, the dimensionless oscillation equations and the second-order analytical solutions of the primary-subharmonic-subharmonic (PRI-SUB-SUB), primary-superharmonic-superharmonic (PRI-SUPER-SUPER) simultaneous resonances are obtained. Based on the analysis of the frequency response, the nonlinear dynamic behavior of the cylindrical bubble and its influencing factors are analyzed. The primary conclusions include: (1) Under triple-frequency acoustic excitation, the frequency response of PRI-SUB-SUB presents a single peak, and that of PRI-SUPER-SUPER presents two peaks. (2) The polytropic exponent affects both the peak value and position of the resonance peak in the frequency response. (3) The unstable region in frequency response curve of the simultaneous resonance is significantly affected by the total amplitude and equilibrium radius, presenting a positive correlation.

本文从理论上研究了三频声激励下圆柱形气泡的同时共振。具体而言,基于多尺度方法,得到了原-次谐波-次谐波(PRI-SUB-SUB)、原-超谐波-超谐波(PRI-SUPER-SUPER)同步共振的无量纲振荡方程和二阶解析解。在频率响应分析的基础上,分析了圆柱气泡的非线性动力特性及其影响因素。初步结论如下:(1)在三频声激励下,PRI-SUB-SUB的频率响应呈单峰,PRI-SUPER-SUPER的频率响应呈双峰。(2)多向性指数对频率响应中共振峰的峰值和位置都有影响。(3)同时共振频率响应曲线的不稳定区域受总振幅和平衡半径的显著影响,呈正相关关系。
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引用次数: 0
Investigation on method of characteristics and semi-implicit method for pressure linked equations algorithms for water hammer based on unsteady friction 基于非定常摩擦的水锤压力关联方程的特征法和半隐式方法研究
IF 2.5 3区 工程技术 Pub Date : 2025-02-20 DOI: 10.1007/s42241-025-0105-3
Zong-ku Liu, Guo-hong Wu, Hao Wang, Jia-xiang Zhang, Xue-lin Tang, Xiao-qin Li

The misoperation of hydraulic components such as pumps and valves in pressurized pipelines triggers water hammer phenomena and seriously threats the safe operation of hydraulic systems. At present, the main water hammer simulation methods are method of characteristics (MOC), and further investigation of new algorithms is needed. Therefore, a new method for simulating the water hammer using the finite volume method (FVM), semi-implicit method for pressure linked equations (SIMPLE) algorithm is proposed in the present work. Compared with the experimental data, the accuracy and reliability of the proposed algorithm are verified. Results show that the IAB, MIAB friction models not only predict the first pressure peak but also accurately predict the pressure attenuation. From the comparison of the MOC, SIMPLE algorithms, the results of the two algorithms are almost the same in front of the valve, while near the upstream tank, when using the same friction model, the pressure attenuation predicted by the SIMPLE algorithm is slightly greater than that of the MOC method and closer to the experimental data. Therefore, the newly proposed algorithm can serve as an alternative to the MOC method in simulating water hammer. The investigation enriches the numerical methods of hydraulic transients and lays the foundation for subsequent program development.

加压管道中泵、阀等液压元件的误操作会引发水锤现象,严重威胁液压系统的安全运行。目前,主要的水锤模拟方法是特征法(MOC),需要进一步研究新的算法。因此,本文提出了一种利用有限体积法(FVM)模拟水锤的新方法——压力链接方程半隐式方法(SIMPLE)算法。通过与实验数据的比较,验证了所提算法的准确性和可靠性。结果表明,IAB、MIAB摩擦模型不仅能准确预测第一压力峰,而且能准确预测压力衰减。从MOC、SIMPLE算法的对比来看,两种算法在阀门前的预测结果基本一致,而在靠近上游水箱时,在使用相同的摩擦模型时,SIMPLE算法预测的压力衰减略大于MOC方法,且更接近实验数据。因此,该算法可以作为模拟水锤的MOC方法的替代方法。该研究丰富了水力瞬态的数值计算方法,为后续的程序开发奠定了基础。
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引用次数: 0
Experimental investigation on cavitation bubble precipitation characteristics in sand-laden water 含沙水体空化泡降水特性实验研究
IF 2.5 3区 工程技术 Pub Date : 2025-02-20 DOI: 10.1007/s42241-025-0110-6
Hao Wang, Ming Yang, Fu-jun Wang, Chao-yue Wang, Jian-zhong Zhu, Yi Zhang

The cavitation bubble precipitation refers to the formation process of the spherical cavities, known as cavitation bubbles, as the ambient pressure of water decreases. In the fields of hydraulic machinery, the saturated vapor pressure of clean water is often used as the pressure threshold for cavitation occurrence. However, the engineering practice has demonstrated that, the incipient cavitation pressure may be significantly higher than the saturated vapor pressure, especially in sand-laden water conditions. Therefore, to determine a reasonable cavitation pressure threshold and ensure the accurate cavitation flow simulations and effective assessment of cavitation risks for hydraulic machinery operating in sand-laden water conditions, an experimental investigation is conducted. First, a high-precision experimental setup based on the vacuum pump, high-frequency pressure sensor and high-speed camera is constructed. This setup allows for the continuous pressure reduction in water, acquisition of high-precision pressure data and tracking of the entire cavitation bubble precipitation process. Second, based on the experiments in clean water conditions, the relationship between the cavitation bubble precipitation degree and pressure is established, and two key states of incipient cavitation and boiling cavitation are defined. Third, based on the experiments in sand-laden water conditions, it is observed that the numerous cavitation nuclei on sand surfaces make both the incipient and boiling cavitation pressure in sand-laden water higher than those in clean water. The quantitative relationship between the sand concentration and diameter, and the cavitation pressure is established, providing a more reasonable cavitation pressure threshold. This investigation enhances the understanding of cavitation bubble precipitation in sand-laden water and supports the development of more accurate cavitation models for hydraulic machinery operating in sand-laden water conditions.

空化泡沉淀是指随着环境水压力的降低而形成球形空腔,称为空化泡的过程。在液压机械领域,常以清水的饱和蒸汽压作为空化发生的压力阈值。然而,工程实践表明,初始空化压力可能显著高于饱和蒸汽压,特别是在含沙水条件下。因此,为确定合理的空化压力阈值,确保在含沙水体条件下运行的水力机械进行准确的空化流动模拟和有效的空化风险评估,开展了试验研究。首先,构建了基于真空泵、高频压力传感器和高速摄像机的高精度实验装置。该装置允许在水中持续减压,获取高精度压力数据,并跟踪整个空化泡沉淀过程。其次,在清水条件下的实验基础上,建立了空化泡析出程度与压力的关系,定义了初始空化和沸腾空化两种关键状态;第三,在含沙水条件下的实验中发现,砂土表面大量的空化核使得含沙水的初始空化压力和沸腾空化压力均高于清水。建立了砂体浓度、直径与空化压力的定量关系,给出了较为合理的空化压力阈值。该研究增强了对含沙水中空化气泡沉淀的理解,并为在含沙水中运行的水力机械开发更精确的空化模型提供了支持。
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引用次数: 0
Experimental research on cavitating hydrodynamic characteristics of NACA0015 hydrofoil and its biomimetic counterpart NACA0015型水翼及其仿生水翼空化水动力特性实验研究
IF 2.5 3区 工程技术 Pub Date : 2025-02-20 DOI: 10.1007/s42241-025-0109-z
Xiao-jun Li, Shi-rui Tang, Zheng-dong Wang, Kui Chen, Yu-hua Zhou, Hai Chen

The biomimetic hydrofoils are frequently employed to enhance cavitation performance, although the underlying mechanisms remain to be fully elucidated. This study utilizes a cavitation visualization experimental system and mechanical characterization to experimentally investigate the transient cavitation features of a NACA0015 hydrofoil and its biomimetic counterparts with modified lending-edge. The findings demonstrate that, in comparison with the flat hydrofoil, the biomimetic hydrofoil experiences a cavitation morphology transition at a lower cavitation number, with a reduction of up to 0.38. Moreover, the maximum cavity length and the maximum cavitation area are reduced by 17.11%, 17.32%, signifying a reduction in cavitation intensity. Proper orthogonal decomposition (POD) analysis revealed that the primary mechanism for the enhanced cavitation performance of the leading-edge wave structured biomimetic hydrofoil is the suppression of cloud cavitation shedding. At an attack angle of 6°, the biomimetic hydrofoil exhibited the highest lift coefficient increase of 18.56%, corresponding to a lift-to-drag ratio improvement of 9.56%. By analyzing the cavitation patterns of the two hydrofoils, it is evident that the rate of change in the maximum cavity length isolines for the biomimetic hydrofoil is lower than that of the flat hydrofoil. For an equivalent level of cavitation intensity, the biomimetic hydrofoil exhibits a lower cavitation number compared with the flat hydrofoil. These demonstrate that the wavy leading-edge design of the biomimetic hydrofoil effectively reduces the severity of cavitation, thereby confirming the efficacy of the biomimetic hydrofoil in enhancing cavitation performance.

仿生水翼经常被用来提高空化性能,尽管潜在的机制仍有待充分阐明。本研究利用空化可视化实验系统和力学表征,对NACA0015型水翼船及其改良型仿生水翼船的瞬态空化特性进行了实验研究。研究结果表明,与平面水翼相比,仿生水翼在更低的空化数下经历了空化形态转变,减少了0.38。最大空腔长度和最大空化面积分别减小了17.11%、17.32%,空化强度减小。适当的正交分解(POD)分析表明,抑制云空化脱落是提高前缘波结构仿生水翼空化性能的主要机制。攻角为6°时,仿生水翼的升力系数提高了18.56%,升阻比提高了9.56%。通过分析两种水翼的空化模式,可以看出仿生水翼的最大空腔长度等值线的变化率明显低于平面水翼。在同等空化强度下,仿生水翼的空化数比平面水翼低。由此可见,仿生水翼的波浪型前缘设计有效降低了空化的严重程度,从而证实了仿生水翼在提高空化性能方面的有效性。
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引用次数: 0
A comprehensive comparison study between Deep Operator networks neural network and long short-term memory for very short-term prediction of ship motion 深度算子网络、神经网络与长短期记忆在船舶极短期运动预测中的综合比较研究
IF 2.5 3区 工程技术 Pub Date : 2025-02-20 DOI: 10.1007/s42241-025-0106-2
Yong Zhao, Jin-xiu Zhao, Zi-zhong Wang, Si-nan Lu, Li Zou

Very short-term prediction of ship motion is critically important in many scenarios such as carrier aircraft landings and marine engineering operations. This paper introduces the newly developed functional deep learning model, named as Deep Operator networks neural network (DeepOnet) to predict very short-term ship motion in waves. It takes wave height as input and predicts ship motion as output, employing a cause-to-effect prediction approach. The modeling data for this study is derived from publicly available experimental data at the Iowa Institute of Hydraulic Research. Initially, the tuning of the hyperparameters within the neural network system was conducted to identify the optimal parameter combination. Subsequently, the DeepOnet model for wave height and multi-degree-of-freedom motion was established, and the impact of increasing time steps on prediction accuracy was analyzed. Lastly, a comparative analysis was performed between the DeepOnet model and the classical time series model, long short-term memory (LSTM). It was observed that the DeepOnet model exhibited a tenfold improvement in accuracy for roll and heave motions. Furthermore, as the forecast duration increased, the advantage of the DeepOnet model showed a trend of strengthening. As a functional prediction model, DeepOnet offers a novel and promising tool for very short-term ship motion prediction.

船舶运动的极短期预测在许多情况下是至关重要的,如舰载机着陆和海洋工程操作。本文介绍了一种新的功能深度学习模型——深度算子网络神经网络(DeepOnet),用于预测船舶在波浪中的短期运动。它以波高为输入,预测船舶运动作为输出,采用因果预测方法。本研究的建模数据来源于爱荷华水力研究所的公开实验数据。首先,对神经网络系统内的超参数进行整定,以确定最优的参数组合。随后,建立了波高和多自由度运动的DeepOnet模型,分析了增加时间步长对预测精度的影响。最后,将DeepOnet模型与经典时间序列模型长短期记忆(LSTM)进行了比较分析。我们观察到,DeepOnet模型在横摇和升沉运动的精度上提高了十倍。此外,随着预测时间的增加,DeepOnet模型的优势也呈现出增强的趋势。作为一种功能预测模型,DeepOnet为极短期船舶运动预测提供了一种新颖而有前途的工具。
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引用次数: 0
Research on the bubble collapse behaviors near dual cylinders within confined spaces 密闭空间内双圆柱附近气泡崩塌行为研究
IF 2.5 3区 工程技术 Pub Date : 2025-02-20 DOI: 10.1007/s42241-025-0111-5
Shao-wu Ma, Jun-wei Shen, Jia-ze Ying, Shu-rui Zhang, Yu-ning Zhang, Yu-ning Zhang

This paper investigates the bubble collapse characteristics near dual cylinders within confined spaces. Firstly, the impacts on the bubble morphology, with respect to the bubble positions and the cylinder spacings, are explored using high-speed photography experiments. Subsequently, based on the circle theorem, the liquid velocity field is qualitatively analyzed and compared with the experimental bubble interface motion. Finally, employing the Kelvin impulse theory, an analysis of the variation in Kelvin impulse at various cylinder spacings is conducted, which shows good consistency with the bubble centroid movement. The main conclusions are summarized as follows: (1) High-velocity regions are observed on both sides of the bubble. Low-velocity regions are observed between the bubble and cylinders. As the cylinder spacing and the bubble abscissa increase, the liquid velocity in the high-velocity regions decreases, and the low-velocity regions expands. (2) The characteristics of the bubble cross-sectional roundness, interface displacement, and cross-sectional area are significantly affected by the cylinder spacing and the bubble abscissa. (3) As the bubble abscissa increases, the Kelvin impulse intensity initially rises rapidly and subsequently declines gradually to a fixed value. As the cylinder spacings increases, the Kelvin impulse intensity decreases.

本文研究了密闭空间内双圆柱体附近的气泡崩塌特性。首先,利用高速摄影实验探讨了气泡位置和圆柱间距对气泡形态的影响。随后,根据圆定理定性分析了液体速度场,并与实验气泡界面运动进行了比较。最后,利用开尔文冲量理论对不同圆柱间距下的开尔文冲量变化进行了分析,结果与气泡质心运动具有较好的一致性。主要结论如下:(1)气泡两侧均存在高速区。在气泡和圆柱体之间观察到低速区。随着圆柱间距和气泡横坐标的增大,高速区液速减小,低速区液速增大。(2)气泡横截面圆度、界面位移、横截面积等特性受圆柱间距和气泡横坐标的显著影响。(3)随着气泡横坐标的增大,开尔文脉冲强度先快速上升,后逐渐下降至一个固定值。随着圆柱间距的增大,开尔文脉冲强度减小。
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引用次数: 0
Investigation on the cylindrical bubble dynamics near a wall with an arched bulge 带拱形凸起壁面附近圆柱气泡动力学研究
IF 2.5 3区 工程技术 Pub Date : 2025-02-20 DOI: 10.1007/s42241-025-0108-0
Yu-fei Wang, Shu-zheng Hu, Zheng-yang Feng, Ya-bin Liu, Xiao-yu Wang, Yu-ning Zhang

In this paper, the collapse dynamic properties of the cylindrical bubble near an arched cylinder bulge are researched relying on the conformal transformation and Kelvin impulse model. The properties of the liquid velocity distribution, Kelvin impulse distribution and the attraction zone of the jet are analyzed when the bubble and the bulge are arranged symmetrically and asymmetrically. The results show that, firstly, on the side of the bubble close to the bulge, there is a minimum collapse velocity of the bubble surface, which decreases as the bulge angle increases. In addition, the bulge’s effects on the Kelvin impulse strength and direction become larger as the bulge angle increases. When the bubble is incepted at the joint of the flat wall and the bulge, the impulse strength reaches its maximum. Finally, as the bulge angle increases from 45°–120°, the area of the jet attraction zone is gradually expanding, with its maximum width gradually increasing from 1.1–1.8 times the chord length of the bulge.

本文基于保角变换和开尔文脉冲模型,研究了圆柱凸起附近圆柱气泡的坍缩动力学特性。分析了气泡和鼓包对称和非对称布置时射流的速度分布、开尔文冲量分布和射流的吸引区特性。结果表明:首先,在气泡靠近凸起的一侧,气泡表面的崩塌速度最小,随着凸起角度的增大,气泡表面的崩塌速度减小;此外,随着鼓包角的增大,鼓包对开尔文冲击强度和方向的影响也越来越大。当气泡在平壁与凸起的结合处形成时,冲击强度达到最大。最后,随着凸起角从45°~ 120°的增加,射流吸引区面积逐渐扩大,其最大宽度从凸起弦长的1.1 ~ 1.8倍逐渐增大。
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引用次数: 0
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Journal of Hydrodynamics
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