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Effect of impeller reflux balance holes on pressure and axial force of centrifugal pump 被引量:19
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作者 曹卫东 代珣 胡啟祥 《Journal of Central South University》 SCIE EI CAS CSCD 2015年第5期1695-1706,共12页
The size of impeller reflux holes for centrifugal pump has influence on the pressure distribution of front and rear shrouds and rear pump chamber, as well as energy characteristics of whole pump and axial force. Low s... The size of impeller reflux holes for centrifugal pump has influence on the pressure distribution of front and rear shrouds and rear pump chamber, as well as energy characteristics of whole pump and axial force. Low specific-speed centrifugal pump with Q=12.5 m3/h, H=60 m, n=2950 r/min was selected to be designed with eight axial reflux balance holes with 4.5 mm in diameter. The simulated Q-H curve and net positive suction head(NPSH) were in good agreement with experimental results, which illustrated that centrifugal pump with axial reflux balance holes was superior in the cavitation characteristic; however, it showed to little superiority in head and efficiency. The pressure in rear pump chamber at 0.6 times rate flow is 29.36% of pressure difference between outlet and inlet, which reduces to 29.10% at rate flow and 28.33% at 1.4 times rate flow. As the whole, the pressure distribution on front and rear shrouds from simulation results is not a standard parabola, and axial force decreases as flow rate increases. Radical reflux balance holes chosen to be 5.2 mm and 5.9 mm in diameter were further designed with other hydraulic parts unchanged. With structural grids adopted for total flow field, contrast numerical simulation on internal flow characteristics was conducted based on momentum equations and standard turbulence model(κ-ε). It is found that axial force of pump with radical reflux balance holes of5.2 mm and 5.9 mm in diameter is significantly less than that with radical reflux balance holes of 4.5 mm in diameter. Better axial force balance is obtained as the ratio of area of reflux balance holes and area of sealing ring exceeds 6. 展开更多
关键词 centrifugal pump low specific-speed radical reflux balance holes numerical simulation pressure gradient axial force
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Differential amplification method for flow structures analysis of centrifugal pump between design and off-design points 被引量:2
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作者 ZHANG He-hui DENG Sheng-xiang QU Ying-jie 《Journal of Central South University》 SCIE EI CAS CSCD 2017年第6期1443-1449,共7页
The three-dimensional internal flow field of centrifugal pump is complex and variable with design parameters and operation conditions. The post-processing technique named differential amplification method was proposed... The three-dimensional internal flow field of centrifugal pump is complex and variable with design parameters and operation conditions. The post-processing technique named differential amplification method was proposed for the comparison study of different flow structures. The full steady flow fields of an industrial centrifugal pump working on-design and off-design points were numerically investigated by solving Reynolds average Navier-Stokes equations together with a shear-stress transport(SST) k-? turbulence model. And the numerically predicted performance curves of the studied pump agree well with test measurement results. Compared with the flow flied on design point under the help of differential amplification method, the disturbance caused by interaction between blade and volute tongue is very obvious and it extends to the diffuser pipe on the working point with 0.8 times rated flux. While on the point with 1.2 times rated flux, the flow distribution in impeller region is roughly even and it flows more to the bottom section of the diffuser pipe. The above method was proved to be good at displaying the subtle secondary flow structure changes with a higher resolution effect relative to single isolated case observation, which helps the optimization decision-making from multiple design cases. 展开更多
关键词 DIFFERENTIAL AMPLIFICATION COMPUTATIONAL fluid dynamics (CFD) flow structure centrifugal pump
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Noise comparison of centrifugal pump operating in pump and turbine mode 被引量:7
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作者 DONG Liang DAI Cui +1 位作者 LIN Hai-bo CHEN Yi-ping 《Journal of Central South University》 SCIE EI CAS CSCD 2018年第11期2733-2753,共21页
Investigations regarding the relation of noise performance for centrifugal pump operating in pump and turbine modes continue to be inadequate.This paper presents a series of comparisons of flow-induced noise for both ... Investigations regarding the relation of noise performance for centrifugal pump operating in pump and turbine modes continue to be inadequate.This paper presents a series of comparisons of flow-induced noise for both operation modes.The interior flow-borne noise and structure modal were verified through experiments.The flow-borne noise was calculated by the acoustic boundary element method(ABEM),and the flow-induced structure noise was obtained by the coupled acoustic boundary element method(ABEM)/structure finite element method(SFEM).The results show that in pump mode,the pressure fluctuation in the volute is comparable to that in the outlet pipe,but in turbine mode,the pressure fluctuation in the impeller is comparable to that in the draft tube.The main frequency of interior flow-borne noise lies at blade passing frequency(BPF)and it shifts to the 9th BPF for interior flow-induced structure noise.The peak values at horizontal plane appear at the 5th BPF,and at axial plane,they get the highest sound pressure level(SPL)at the 8th BPF.Comparing with interior noise,the SPL of exterior flow-induced structure noise is incredibly small.At the 5th BPF,the pump body,cover and suspension show higher SPL in both modes.The outer walls of turbine generate relatively larger SPL than those of the pump. 展开更多
关键词 centrifugal pump as turbine noise performance acoustic boundary element method acoustic finite element method
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Statistical analysis of pressure fluctuations during unsteady flow for low-specific-speed centrifugal pumps 被引量:3
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作者 裴吉 王文杰 袁寿其 《Journal of Central South University》 SCIE EI CAS 2014年第3期1017-1024,共8页
A three-dimensional transient numerical simulation was conducted to study the pressure fluctuations in low-specific-speed centrifugal pumps. The characteristics of the inner flow were investigated using the SST k-ω t... A three-dimensional transient numerical simulation was conducted to study the pressure fluctuations in low-specific-speed centrifugal pumps. The characteristics of the inner flow were investigated using the SST k-ω turbulence model. The distributions of pressure fluctuations in the impeller and the volute were recorded, and the pressure fluctuation intensity was analyzed comprehensively, at the design condition, using statistical methods. The results show that the pressure fluctuation intensity increases along the impeller streamline from the leading edge to the trailing edge. In the impeller passage, the intensity near the shroud is much higher than that near the hub at thc inlet. However, the intensity at the middle passage is almost equal to the intensity at the outlet. The pressure fluctuation intensity is the highest at the trailing edge on the pressure side and near the tongue because of the rotor-stator interaction. The distribution of pressure fluctuation intensity is symmetrical in the axial cross sections of the volute channel. However, this intensity decreases with increasing radial distance. Hence, the pressure fluctuation intensity can be reduced by modifying the geometry of the leading edge in the impeller and the tongue in the volute. 展开更多
关键词 TRANSIENT pressure fluctuation intensity STATISTICS low specific speed centrifugal pump
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Effect of pumping chamber on performance of non-overload centrifugal pump 被引量:2
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作者 谷云庆 牟介刚 +5 位作者 代东顺 郑水华 吴登昊 蒋兰芳 施瀚昱 WANG Evan 《Journal of Central South University》 SCIE EI CAS CSCD 2015年第8期2989-2997,共9页
In order to specify the characteristics of un-overloaded centrifugal pumps, the IH100-65-200 pump was chosen as the model pump. Different calculation models for centrifugal pumps were established under different pumpi... In order to specify the characteristics of un-overloaded centrifugal pumps, the IH100-65-200 pump was chosen as the model pump. Different calculation models for centrifugal pumps were established under different pumping chamber sectional parameters. In the numerical simulation of the centrifugal pumps flow field, the shaft power, head, efficiency, and the changes of the internal flow field under different sectional areas and sectional shapes were studied with the RNG k-ε turbulence model, and the influence of the pumping chamber section characteristics of the non-overloaded centrifugal pumps were analyzed. The results show that sectional areas have a significant impact on the non-overload characteristics of centrifugal pumps. The shaft power and head of centrifugal pump are increasing with a lager sectional area, by which the gradient of head curves decreases. The efficiency is improved under a large flow rate condition, but the head and the efficiency are reduced at a small flow rate. It is also observed that the sectional shapes have less influence on the shaft power, the hydraulic performance and flow field characteristics of a centrifugal pump. 展开更多
关键词 centrifugal pumps sectional area sectional shape non-overload characteristics numerical simulation
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Effects of mesh style and grid convergence on numerical simulation accuracy of centrifugal pump 被引量:2
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作者 刘厚林 刘明明 +1 位作者 白羽 董亮 《Journal of Central South University》 SCIE EI CAS CSCD 2015年第1期368-376,共9页
In order to evaluate the effects of mesh generation techniques and grid convergence on pump performance in centrifugal pump model, three widely used mesh styles including structured hexahedral, unstructured tetrahedra... In order to evaluate the effects of mesh generation techniques and grid convergence on pump performance in centrifugal pump model, three widely used mesh styles including structured hexahedral, unstructured tetrahedral and hybrid prismatic/tetrahedral meshes were generated for a centrifugal pump model. And quantitative grid convergence was assessed based on a grid convergence index(GCI), which accounts for the degree of grid refinement. The structured, unstructured or hybrid meshes are found to have certain difference for velocity distributions in impeller with the change of grid cell number. And the simulation results have errors to different degrees compared with experimental data. The GCI-value for structured meshes calculated is lower than that for the unstructured and hybrid meshes. Meanwhile, the structured meshes are observed to get more vortexes in impeller passage.Nevertheless, the hybrid meshes are found to have larger low-velocity area at outlet and more secondary vortexes at a specified location than structured meshes and unstructured meshes. 展开更多
关键词 mesh style grid convergence index(GCI) numerical simulation particle image velocimetry(PIV) centrifugal pump
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Effects of silt particle on cavitation flow in centrifugal pump
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作者 ZHAO Weiguo HAN Xiangdong FU Yidong 《排灌机械工程学报》 EI CSCD 北大核心 2019年第5期369-374,380,共7页
Based on numerical method, effects of silt particle with certain silt mean diameter and silt concentration on the evolution of cavitation in a centrifugal pump were studied. Silt mean diameter 0.005 mm and silt concen... Based on numerical method, effects of silt particle with certain silt mean diameter and silt concentration on the evolution of cavitation in a centrifugal pump were studied. Silt mean diameter 0.005 mm and silt concentration 1.0% were adopted in numerical simulations. Cavitation flow in a flat- nosed cylinder was simulated to validate the designed algorithm. Cavitaton flows of water and silt-laden water were simulated and compared. The results indicate that the silt particles promote the evolution of cavitation. At the outlet pressure of 6.0×10^5 Pa, cavitation bubbles do not exist in the water flow, but a few cavitation bubbles appeare in the silt-laden water flow, demonstrating the silt particles induce the formation of cavitation bubbles. At the outlet pressure of 5.29×10^5 Pa, the vapor volume fraction in the silt-laden water flow is much larger than that in the water flow, indicating that the silt particles enhance the evolution of cavitation. The properties of silt particle, static pressure, flow field structure, turbulent kinetic energy and density difference have a close relationship with the evolution of cavitation. 展开更多
关键词 centrifugal pump SILT PARTICLES CAVITATION flow numerical simulation promoting
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Numerical simulation on centrifugal pump compressible flow field with different gas volume fractions
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作者 WANG Like LIAO Weili +4 位作者 LU Jinling LUO Xingqi RUAN Hui ZHAO Yaping WANG Jing 《排灌机械工程学报》 EI CSCD 北大核心 2019年第2期106-111,129,共7页
In order to study the influence of gas-liquid two-phase flow on the performance and internal flow field of a centrifugal pump,the steady three-dimensional flow with different gas volume fractions was simulated by appl... In order to study the influence of gas-liquid two-phase flow on the performance and internal flow field of a centrifugal pump,the steady three-dimensional flow with different gas volume fractions was simulated by applying the Reynolds-average N-S equation and mixture gas-liquid two-phase flow model,and the compressibility of gas was taken into consideration in the simulation. Then the centrifugal pump characteristic and the gas distribution law in different gas volume fractions were analyzed. The computational results show that gas volume fraction has a certain influence on the performance of the centrifugal pump,and the efficiency and head of the pump are on the decline with the increase of it.Static pressure in the impeller increases in the radial direction,but the pressure gradient in the flow direction is different under the different gas volume fractions. The gas volume is distributed mainly in the ipsilateral direction of impeller back shroud in the flow channel of the volute. On the suction side of the blade inlet there is an obvious low-pressure area,which causes bubbles agglutination and higher gas volume fraction. With the gas entering passage flow,gas volume fraction in the suction decreases and the pressure surface rises gradually. Higher gas volume fraction causes air blocking phenomenon in the flow passage and the discharge capacity reduces. The increase of gas volume makes the turbulent motion within the impeller more and more intense,which leads to more and more energy loss. 展开更多
关键词 centrifugal pump Mixture model GAS-LIQUID two-phase flow gas volume fraction COMPRESSIBILITY
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Numerical simulation of transient flow performance during different periods in centrifugal pumpNumerical simulation of transient flow performance during different periods in centrifugal pump
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作者 HUANG Si ZHANG Jie +1 位作者 ZHANG Xuejiao SU Xianghui 《排灌机械工程学报》 EI CSCD 北大核心 2016年第9期737-741,共5页
The instantaneous variations of the hydraulic characteristics take place in centrifugal pumps during their start-up,shutdown and other variable speed operations.In this paper,the variable speed method was proposed to ... The instantaneous variations of the hydraulic characteristics take place in centrifugal pumps during their start-up,shutdown and other variable speed operations.In this paper,the variable speed method was proposed to simulate the transient internal flow field and the external performance of the pump during starting and stopping periods.The terms of accelerations due to variable speeds in the flow governing equations were analyzed in a multiple reference of frame(MRF).A transient CFD simulation was performed for a typical centrifugal pump by using ANSYS-CFX with the standard k-εturbulence model.The entire simulation process was composed of four stages:start-up,normal run,shutdown and post-shutdown.The function of rotating speed with regard to time was set by CEL language directly into the impeller domain in the pre-processor of the software to conduct variable speed simulation.The variations of the flow field in the centrifugal pump were obtained from the transient simulation.The changing laws of flow rate,head and other performance parameters over time were also analyzed and summarized. 展开更多
关键词 centrifugal pump variable speed method starting and STOPPING PERIODS transient flow field numerical simulation
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基于Pumplinx软件的磁流变抛光用离心泵泵送特性仿真
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作者 刘晓卓 何建国 +2 位作者 周涛 陈立 张建飞 《现代制造工程》 CSCD 北大核心 2020年第9期117-122,共6页
磁流变抛光技术是一种先进的光学制造技术,正在向超硬、超软等难加工材料抛光应用方面拓展。现有磁流变抛光机床循环系统中的离心泵存在泵送效率和稳定性低等问题,不能适应宽范围抛光液的高性能循环要求。为了分析磁流变抛光用离心泵的... 磁流变抛光技术是一种先进的光学制造技术,正在向超硬、超软等难加工材料抛光应用方面拓展。现有磁流变抛光机床循环系统中的离心泵存在泵送效率和稳定性低等问题,不能适应宽范围抛光液的高性能循环要求。为了分析磁流变抛光用离心泵的泵送特性,提出了一种利用Pumplinx软件对磁流变抛光机床中的离心泵泵送特性进行数值仿真的研究方法。仿真结果与实验结果对比表明:泵送效率的最大误差为13.4%,而泵送流量稳定性的最大误差为17.4%。证明了基于Pumplinx软件研究磁流变抛光用离心泵泵送特性的方法具有一定的可行性,为离心泵优化提供了良好的技术支持。 展开更多
关键词 磁流变抛光液 离心泵 pumplinx软件 泵送特性曲线
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基于离心泵数字孪生流场云图的叶轮故障诊断方法与应用 被引量:1
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作者 李亚洁 刘强 李炜 《北京航空航天大学学报》 北大核心 2025年第1期193-201,共9页
随着工业技术的发展,离心泵的健康诊断与维护需求日益迫切,结合数字孪生和机器视觉技术,提出一种基于数字孪生流场云图的离心泵叶轮机械故障智能诊断方法。借助离心泵数字孪生模型来模拟叶轮叶片随机断裂故障的演化发展,生成具有不同故... 随着工业技术的发展,离心泵的健康诊断与维护需求日益迫切,结合数字孪生和机器视觉技术,提出一种基于数字孪生流场云图的离心泵叶轮机械故障智能诊断方法。借助离心泵数字孪生模型来模拟叶轮叶片随机断裂故障的演化发展,生成具有不同故障特征的叶轮流场压力及速度云图;基于对Yolov5算法的学习训练,获得了压力和速度云图两类机器视觉模型,并结合统计分析实现了叶轮故障的初步诊断;进而考虑两类检测模型的优势互补特性,基于堆叠集成的思想将二者融合,以提升叶轮故障诊断的准确性。经实验验证,针对叶轮叶片的随机断裂故障,所提方法可达到0.99以上的诊断准确度,开发的离心泵叶轮机械故障智能诊断系统使所提方法得以落地应用。 展开更多
关键词 离心泵 数字孪生 叶轮机械 机器视觉 智能诊断
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活动导叶对超大流量大功率离心泵内流动和压力脉动的影响研究 被引量:1
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作者 吴国颖 林远航 +1 位作者 樊锐 樊红刚 《中国农村水利水电》 北大核心 2025年第6期198-202,209,共6页
压力脉动会诱发泵的振动和噪声,威胁机组的安全稳定运行。以某超大流量大功率大型离心泵为研究对象,建立了原型泵的全流道三维模型,采用数值模拟方法研究了活动导叶对离心泵能量特性、内流特性和压力脉动特性的调节作用。结果表明:活动... 压力脉动会诱发泵的振动和噪声,威胁机组的安全稳定运行。以某超大流量大功率大型离心泵为研究对象,建立了原型泵的全流道三维模型,采用数值模拟方法研究了活动导叶对离心泵能量特性、内流特性和压力脉动特性的调节作用。结果表明:活动导叶能够显著改善固定导叶内的压力周向不均匀特征,有效抑制固定导叶内的流动分离,通过减小流体的径向速度实现动能的充分回收,并使叶轮内的压力脉动主频向低频方向迁移,有利于提高泵的效率和运行稳定性。 展开更多
关键词 离心泵 超大流量 大功率 流动特性 压力脉动
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串列叶片结构对离心泵空化性能的影响 被引量:1
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作者 赵伟国 杨良 +1 位作者 李家豪 石晓亮 《排灌机械工程学报》 北大核心 2025年第1期1-8,共8页
为改善低比转数离心泵的空化性能,设计了一种串列叶片结构的叶轮模型,采用修正的SST k-ω湍流模型和Z-G-B空化模型对离心泵进行瞬态的数值分析,并通过外特性试验和空化试验对算法进行验证,通过对比原模型与串列叶片叶轮模型的外特性与... 为改善低比转数离心泵的空化性能,设计了一种串列叶片结构的叶轮模型,采用修正的SST k-ω湍流模型和Z-G-B空化模型对离心泵进行瞬态的数值分析,并通过外特性试验和空化试验对算法进行验证,通过对比原模型与串列叶片叶轮模型的外特性与空化特性以及叶轮内的流场结构、压力分布、湍动能分布、空泡体积和压力脉动情况,分析串列叶片结构对离心泵空化性能的影响.结果表明:串列叶片结构对离心泵的外特性影响较小,但在空化发展和严重阶段抑制了空泡的产生,改善了泵的空化性能;同时抑制了空化初生阶段的高湍动能区域的扩张,削弱了空化发展和严重阶段叶轮出口湍动能强度,减少了旋转叶轮周围形成的低压区;降低了空化发展和严重阶段时蜗壳隔舌处的压力脉动主频幅值,对空化诱导产生的噪声和喘振起到抑制作用,可使泵的运行更加稳定. 展开更多
关键词 低比转数离心泵 串列叶片 空化抑制 数值模拟
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面向CFD计算的离心泵蜗壳模型优化方法
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作者 谈明高 蒋振清 +2 位作者 刘厚林 吴贤芳 邵晨 《排灌机械工程学报》 北大核心 2025年第3期231-237,共7页
由于离心泵蜗壳模型结构较为复杂,在进行三维建模的过程中会进行大量复杂的几何操作,导致在CAD模型表面会出现碎面,使后续CFD计算的网格划分环节难以进行.为了解决此问题,首先对蜗壳水力图和三维模型进行分析,结合蜗壳模型中的碎面特点... 由于离心泵蜗壳模型结构较为复杂,在进行三维建模的过程中会进行大量复杂的几何操作,导致在CAD模型表面会出现碎面,使后续CFD计算的网格划分环节难以进行.为了解决此问题,首先对蜗壳水力图和三维模型进行分析,结合蜗壳模型中的碎面特点,给出了碎面定义;然后通过构建蜗壳CAD模型的属性邻接图,并利用拓扑信息和几何信息的映射关系实现了碎面识别;最后基于几何面的优化方法,针对蜗壳模型中存在碎面较多的曲面类型,根据其几何参数进行相应的基面构造,并使用基面对存在碎面的曲面进行拟合,完成了碎面修复.基于Open CASCADE平台实现了蜗壳优化算法,结合不同类型蜗壳应用实例证明了方法的正确性和有效性.研究成果能够为离心泵CAD/CFD一体化设计提供良好的技术支撑. 展开更多
关键词 离心泵 蜗壳 CAD模型 碎面修复 碎面识别
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叶顶间隙对半开式卫生型离心泵能量损失的影响
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作者 裴吉 王振涵 +3 位作者 陈佳 高晓飞 韩沛 王文杰 《排灌机械工程学报》 北大核心 2025年第5期433-440,共8页
为研究半开式卫生型离心泵在不同叶顶间隙下的能量特性,采用非定常数值模拟方法,通过外特性试验验证数值模拟方法的正确性,基于熵产理论对不同叶顶间隙下半开式离心泵的能量损失进行定性和定量分析,并讨论离心泵内能量损失产生的原因.... 为研究半开式卫生型离心泵在不同叶顶间隙下的能量特性,采用非定常数值模拟方法,通过外特性试验验证数值模拟方法的正确性,基于熵产理论对不同叶顶间隙下半开式离心泵的能量损失进行定性和定量分析,并讨论离心泵内能量损失产生的原因.结果表明:随着叶顶间隙的增大,泵内流动损失增大,进而导致泵外特性呈下降趋势;在较大间隙下,叶片工作面高压流体通过叶顶间隙流向叶片背面产生大量泄漏流,并与主流相互耦合形成泄漏涡,泄漏涡强度随间隙增大而变大,从而产生更大的能量损失;不同间隙下,泵内能量损失分布特征总体相似,各过流部件对应的总熵产由大到小依次为蜗壳、叶顶间隙、叶轮和进口管道,蜗壳能量损失最大,这主要是由转子与蜗壳强烈的交互耦合作用所致.研究结果可为半开式卫生型离心泵的性能改善提供一定理论支撑. 展开更多
关键词 离心泵 半开式叶轮 叶顶间隙 熵产理论 能量损失
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基于IMLZC和SOA-ELM的轴承损伤识别方法 被引量:1
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作者 龙有强 姜峰 《机电工程》 北大核心 2025年第4期726-734,共9页
现有故障诊断方法大多是仅针对轴承故障类型进行分析,而缺少对故障程度进行相应的判断。为此,提出了一种基于改进多尺度Lempel-Ziv复杂度(IMLZC)和海鸥优化算法优化极限学习机(SOA-ELM)的滚动轴承损伤识别方法。首先,利用IMLZC复杂度测... 现有故障诊断方法大多是仅针对轴承故障类型进行分析,而缺少对故障程度进行相应的判断。为此,提出了一种基于改进多尺度Lempel-Ziv复杂度(IMLZC)和海鸥优化算法优化极限学习机(SOA-ELM)的滚动轴承损伤识别方法。首先,利用IMLZC复杂度测量指标对信号复杂度变化敏感的特点,将其用于提取滚动轴承振动信号的故障特征以构造特征矩阵;然后,利用海鸥优化算法对极限学习机(ELM)的关键参数进行了优化,建立了参数自适应优化的ELM分类模型;最后,将故障特征输入至SOA-ELM分类模型中进行了训练和测试,完成了滚动轴承不同故障状态的智能诊断和故障程度评估,利用滚动轴承和自吸式离心泵损伤振动信号对IMLZC-SOA-ELM模型的实用性和泛化性开展了研究,并将其与其他特征提取模型开展了对比。研究结果表明:基于IMLZC-SOA-ELM的故障诊断方法不仅能够准确识别滚动轴承的故障,而且能判断故障的严重程度,该故障诊断模型在诊断滚动轴承的故障时分别取得了100%和98.4%的识别准确率,平均识别准确率达到了99.9%,能够有效识别滚动轴承的故障类型和故障程度。与其他特征提取方法相比,IMLZC-SOA-ELM模型具有更高的识别准确率,更适合于滚动轴承的故障识别。 展开更多
关键词 滚动轴承 自吸式离心泵 故障诊断 故障程度和损伤程度 改进多尺度Lempel-Ziv复杂度 海鸥优化算法 参数最优极限学习机
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基于改进空化模型的离心泵空化特性分析
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作者 苏永生 曹玉良 +1 位作者 李雁飞 屈铎 《海军工程大学学报》 北大核心 2025年第5期15-22,共8页
在进行空化数值模拟时,几种被广泛应用的空化模型都是基于简化的Rayleigh-Plesset方程,导致数值模拟结果存在误差。为此,通过考虑Rayleigh-Plesset方程中二阶项和表面张力项以及初始时刻空泡内气体分压力的影响,对Zwart-Gerber-Belamri... 在进行空化数值模拟时,几种被广泛应用的空化模型都是基于简化的Rayleigh-Plesset方程,导致数值模拟结果存在误差。为此,通过考虑Rayleigh-Plesset方程中二阶项和表面张力项以及初始时刻空泡内气体分压力的影响,对Zwart-Gerber-Belamri空化模型进行了改进,并利用改进后的空化模型对水翼和离心泵的空化进行了数值模拟。研究结果表明:改进后的空化模型较好地预测了水翼的空泡形态,其数值计算的离心泵空化性能曲线比Zwart-Gerber-Belamri空化模型更接近实验结果;离心泵的扬程下降约1%时,叶片吸力面的导边根部出现少量的空泡,离心泵的扬程下降约3%时,空泡呈片状附着在叶片吸力面上,离心泵的扬程下降约8%时,叶轮内存在大量的空泡。 展开更多
关键词 离心泵 数值模拟 空化模型 空化流动 空泡
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舰船低噪声离心泵的设计与验证
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作者 吴大转 何欣祥 +1 位作者 王鑫 武鹏 《中国舰船研究》 北大核心 2025年第5期80-92,共13页
[目的]针对舰船离心泵的叶频线谱激励突出问题,提出一种优化的复合叶轮设计方案。[方法]以某船用离心泵为研究对象,采用数值仿真和试验测试的方法对泵内部的流动特性及激励特性进行分析,提出基于分流叶片的复合叶轮优化设计方案,即在常... [目的]针对舰船离心泵的叶频线谱激励突出问题,提出一种优化的复合叶轮设计方案。[方法]以某船用离心泵为研究对象,采用数值仿真和试验测试的方法对泵内部的流动特性及激励特性进行分析,提出基于分流叶片的复合叶轮优化设计方案,即在常规分流叶片的长叶片和短叶片的基础上,增设比短叶片更短的叶片。通过对比分析优化前后的定常流场和非定常性能,研究复合叶轮降低流体激励的内在机理,并开展优化效果的试验验证。[结果]结果表明,复合叶轮降低了长叶片的叶片载荷,提高了叶轮出流的均匀性,其叶轮出口相对速度的标准差比常规叶轮模型、常规分流叶片叶轮模型分别减小5.9%和1.67%;复合叶轮有效降低了泵内非稳态流动产生的整体脉动强度,以及叶轮出口的压力脉动和径向力脉动,其叶轮出口周向的平均整体压力脉动幅值比常规叶轮模型、常规分流叶片叶轮模型分别减小47.8%和21.7%;叶频激励力由常规叶轮的0.42N下降至0.04N;复合叶轮可以有效抑制泵内叶频线谱激励,其机脚振动叶频强度比常规叶轮模型、常规分流叶片叶轮模型分别减小92.4%和53.9%,其额定工况点的低频总振动级分别降低3.25 dB和0.97dB。[结论]基于分流叶片的复合叶轮设计方案可以显著降低离心泵的流体激励,研究成果可为低振动、低噪声的离心泵设计提供参考。 展开更多
关键词 离心泵 低振动噪声 复合叶轮 叶频激励 振动控制 数值模拟
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基于贝叶斯优化多尺度DenseNet的离心泵声信号故障诊断方法
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作者 陈剑 严明辉 陈品 《中国机械工程》 北大核心 2025年第9期2032-2038,共7页
由于一维特征向量不能保留时间特征信息,而神经网络对图像识别具有良好效果,因此尝试用离心泵故障声信号构建的图像数据集开展离心泵故障诊断,提出贝叶斯优化多尺度DenseNet的离心泵声信号故障诊断方法。将一维时间序列声信号经过格拉... 由于一维特征向量不能保留时间特征信息,而神经网络对图像识别具有良好效果,因此尝试用离心泵故障声信号构建的图像数据集开展离心泵故障诊断,提出贝叶斯优化多尺度DenseNet的离心泵声信号故障诊断方法。将一维时间序列声信号经过格拉姆角场转化为二维图像,保留其时间信息及故障特征;然后采用多尺度密集块对图像进行特征提取,增强图像特征复用;通过dropout层和L_(2)正则化方法防止过拟合,采用贝叶斯优化算法确定神经网络超参数,最后利用离心泵声信号进行实验验证,与其他诊断方法进行对比。结果表明,贝叶斯优化多尺度DenseNet的诊断模型对测试集具有99.5%的故障识别率。 展开更多
关键词 离心泵 故障诊断 格拉姆角场 贝叶斯优化 多尺度DenseNet
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吸入涡演化对立式离心泵水力稳定性的影响
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作者 冯建军 崔文豪 +3 位作者 朱国俊 戈振国 赵天齐 闫思娜 《农业工程学报》 北大核心 2025年第12期70-76,共7页
泵站进水池中形成的吸入涡影响泵站安全稳定运行。为研究不同工况下吸入涡形态及其演化过程对离心泵稳定性的影响,该文通过高速摄影技术捕捉不同流量下吸入涡的发展形态,并结合数值模拟对大流量工况下吸入涡的演化过程和泵内压力脉动特... 泵站进水池中形成的吸入涡影响泵站安全稳定运行。为研究不同工况下吸入涡形态及其演化过程对离心泵稳定性的影响,该文通过高速摄影技术捕捉不同流量下吸入涡的发展形态,并结合数值模拟对大流量工况下吸入涡的演化过程和泵内压力脉动特性展开研究。结果表明:试验过程中,吸入涡稳定存在的时间随着流量的增大而增加,在大流量工况下(流量Q=15.6 m^(3)/h),由于大尺度气泡脱落吸入涡投影面积产生剧烈波动;数值模拟捕捉到的吸入涡发展路径与试验结果基本吻合;在吸入涡由发展阶段向保持阶段演化时,含气率迅速增大致使气泡团聚集在叶轮流道内,从而导致保持阶段的叶片吸力面压力脉动变化范围为发展阶段的2倍,压力脉动主频由转频变为2倍转频,且随气相作用的增强,2倍转频处的压力脉动幅值沿流动方向不断增大,不均匀进气也致使叶轮径向力向正Y侧发生偏移;气泡运动至蜗舌附近时引发局部高湍动能分布;无叶区、导叶和蜗壳在靠近蜗舌方位的压力脉动峰峰值增幅最大,分别增加了59%、57%和58%,影响离心泵的稳定运行。研究结果可为后续开展吸入涡结构抑制研究、提升泵站运行稳定性提供理论参考。 展开更多
关键词 离心泵 吸入涡 气液两相流动 水力稳定性 压力脉动
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