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Prediction of Hydrodynamic Performance of Marine Propellers by Surface Panel Method 被引量:1
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作者 SU Yu-min,HUANG ShengCollege of Shipbuilding Engineering, Harbin Engineering University, Harbin 150001 , China 《Journal of Marine Science and Application》 2002年第1期9-15,共7页
The potential based low order surface panel method is used to predict the hydrodynamic performance of marine propellers. In present method the hyperboloidal quadrilateral panels are employed to avoid the gap between t... The potential based low order surface panel method is used to predict the hydrodynamic performance of marine propellers. In present method the hyperboloidal quadrilateral panels are employed to avoid the gap between the panels. The influencecoefficients of panels are calculated by Morino’s analytical formulations for increasing numerically calculating speed.The pres-sure Kutta condition is satisfied on the trailing edge of propeller blade by Newton-Raphson iterative procedure.Therefore 展开更多
关键词 PROPELLER POTENTIAL surface panel MET HOD PRESSURE distribution
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Prediction of Non-Cavitation Propeller Noise in Time Domain 被引量:2
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作者 叶金铭 熊鹰 +1 位作者 肖昌润 毕毅 《China Ocean Engineering》 SCIE EI 2011年第3期531-538,共8页
The blade frequency noise of non-cavitation propeller in a uniform flow is analyzed in time domain. The unsteady loading (dipole source) on the blade surface is calculated by a potential-based surface panel method. ... The blade frequency noise of non-cavitation propeller in a uniform flow is analyzed in time domain. The unsteady loading (dipole source) on the blade surface is calculated by a potential-based surface panel method. Then the time- dependent pressure data is used as the input for Ffowcs Williams-Hawkings formulation to predict the acoustics pressure. The integration of noise source is performed over the true blade surface rather than the nothickness blade surface, and the effect of hub can be considered. The noise characteristics of the non-cavitation propeller and the numerical discretization forms are discussed. 展开更多
关键词 PROPELLER surface panel method noise time domain
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Prediction of Outdoor Noise Propagation Induced By Single-Phase Power Transformers 被引量:2
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作者 Xueyun Ruan Wei Huang +1 位作者 Linke Zhang Yan Gao 《Sound & Vibration》 2019年第1期2-13,共12页
Outdoor power transformers are one of the most pervasive noise sources in power transmission and distribution systems.Accurate prediction of outdoor noise propagation plays a dominant role for the evaluation and contr... Outdoor power transformers are one of the most pervasive noise sources in power transmission and distribution systems.Accurate prediction of outdoor noise propagation plays a dominant role for the evaluation and control of noise relevant to the transformer stations.In this paper surface vibration tests are carried out on a scale model of a single-phase transformer tank wall at different excitation frequencies.The phase and amplitude of test data are found to be randomly distributed when the excitation frequency exceeds the seventh mode frequency,which allows the single-phase power transformer to be simplified as incoherent point sources.An outdoor-coherent model is subsequently developed and incorporated with the image source method to investigate noise propagation from single-phase power transformers,due to the occurrence of multiple reflections and diffractions in the propagation path of each point source.The proposed model is used to calculate the sound field of the power transformer group by exploiting the additional phase information.In comparison with the ISO9613 model and the boundary element method,it is found that the proposed coherent image source method leads to more accurate prediction results,and hence better performance for the prediction of the outdoor noise induced by single-phase power transformers. 展开更多
关键词 Single-phase transformer surface vibration scale model noise prediction coherent image source method
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PREDICTION OF PODDED PROPELLER CAVITATION USING AN UNSTEADY SURFACE PANEL METHOD 被引量:11
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作者 YE Jin-ming XIONG Ying 《Journal of Hydrodynamics》 SCIE EI CSCD 2008年第6期790-796,共7页
The unsteady sheet cavitation of podded propeller was predicted by using a surface panel method. The interaction between propeller and pod was treated with the iterative calculation of induced velocity potential, and ... The unsteady sheet cavitation of podded propeller was predicted by using a surface panel method. The interaction between propeller and pod was treated with the iterative calculation of induced velocity potential, and the method of induced velocity potential can save a great deal of storage and computation time compared to the method of induced velocity. The induced velocity potential of unit singularity on every pod panel to every key blade panel and of unit singularity on every key blade panel and its wake panel to every pod panel were calculated when the key blade is at every angle position. Based on the wake model of the conventional single propeller, a new wake model of podded propeller was constructed. The propeller is analyzed only on the key blade in order to save computation time and memory space. The method can be used to calculate the hydrodynamics performance and cavitation of propeller in uniform and non-uniform inflows. It can give the unsteady force and cavitation shape of propeller. The propeller cavitation range determined by the present method agrees with the observation results of cavity image given in cavitation tunnel well, and this proves the practicability of the method. 展开更多
关键词 POD PROPELLER unsteady performance CAVITATION surface panel method
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Integrated lifting line/surface panel method for optimal propeller design with consideration of hub effect
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作者 Wen-yu Sun Guo-fu Huang 《Journal of Hydrodynamics》 SCIE EI CSCD 2019年第6期1218-1230,共13页
An optimal marine propeller design method is proposed,which integrates the lifting line and surface panel method and is characterized by the use of the surface panel method to take the hub effect into consideration.By... An optimal marine propeller design method is proposed,which integrates the lifting line and surface panel method and is characterized by the use of the surface panel method to take the hub effect into consideration.By developing an integrated approach instead of an iterative method for the calculation of the interaction between the hub and the designed blades,the hub effects on the optimal circulation can be accounted for throughout the theoretical design procedure.This new integrated method provides a fast and accurate enough method to model the straight forward hub surface,in the optimal propeller design.A systematic design procedure from the basic design inputs to the blade geometry determination is performed and the designed propellers are validated by the surface panel method and the RANS method.The design and analysis cases are considered by different approaches with comparison and validation.And a comparative study including different hub geometries is also performed to reveal the mechanism of the hub effect on the distributions of the propeller optimal loads. 展开更多
关键词 Optimal circulation design lifting line method surface panel method hub effect
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Outboard abnormal noise source localization method with curved surface projection based on time delay matching and weighting criterion
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作者 YU Wenjing HE Lin +2 位作者 CUI Lilin XU Rongwu LI Ruibiao 《Chinese Journal of Acoustics》 CSCD 2018年第4期448-462,共15页
An improved localization method consisting of "filtering-time delay estimationhyperbolic localization" is proposed. Combining the empirical mode decomposition(EMD)and time delay estimation method based on generali... An improved localization method consisting of "filtering-time delay estimationhyperbolic localization" is proposed. Combining the empirical mode decomposition(EMD)and time delay estimation method based on generalized average magnitude difference function,the original signals are decomposed into intrinsic mode function(IMF) components. The energy distribution criterion and spectrum consistency criterion are used to select the IMFs, which can represent the physical characteristics of the source signal. Several sets of signals are applied to estimate the time delay, and then a vector matching criterion is proposed to select the correct time delay estimation. Considering the hydrophones location, a shell model is established and projected to a plane according to the quadrant before the hyperbolic localization. Results of mooring and sailing tests show that the proposed method improves the localization accuracy,and reduces the error caused by time delay estimation. 展开更多
关键词 Outboard abnormal noise source localization method with curved surface projection based on time delay matching and weighting criterion
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A Havelock Source Panel Method for Near-surface Submarines 被引量:3
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作者 Tim Gourlay Edward Dawson 《Journal of Marine Science and Application》 CSCD 2015年第3期215-224,共10页
一个面板方法在近表面的潜水艇附近为精明的潜在的流动被描述。方法使用哈夫洛克采购哪个自动地满足线性化的免费表面的边界条件。从方法的产量包括压力地,压力拖,波浪抵抗,垂直力量,整齐的时刻和波浪模式。比较为系列 58 的波浪抵... 一个面板方法在近表面的潜水艇附近为精明的潜在的流动被描述。方法使用哈夫洛克采购哪个自动地满足线性化的免费表面的边界条件。从方法的产量包括压力地,压力拖,波浪抵抗,垂直力量,整齐的时刻和波浪模式。比较为系列 58 的波浪抵抗和 DARPA SUBOFF 壳与模型测试,以及与波浪抵抗,电梯力量和 DSTO Joubert 海底的壳的三 length-to-diameter 变体的整齐的时刻被做。遮阳布来源面板方法能够为海底的壳与合理精确性波浪抵抗,垂直力量和整齐的时刻决定,这被发现。进一步试验性的数据被要求以便为压力地和波浪模式预言估计方法的精确性。方法以速度,简洁和坚韧性在超越 RANS-CFD 代码的计算机代码 HullWave 和提议潜力优点被实现。 展开更多
关键词 近水面 潜艇 面板 兴波阻力 计算机代码 纵倾力矩 DARPA 压力场
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Noise Reduction Technique Applied to the Multichannel Analysis of Surface Waves 被引量:2
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作者 Taohidul ISLAM Zamri CHIK Mohd Marzuki MUSTAFA 《Acta Geologica Sinica(English Edition)》 SCIE CAS CSCD 2012年第5期1306-1311,共6页
This paper shows the presence of noises and technique to reduce these noises during the surface wave analysis. The frequency-dependent properties of Rayleigh-type surface waves can be used for imaging and characterizi... This paper shows the presence of noises and technique to reduce these noises during the surface wave analysis. The frequency-dependent properties of Rayleigh-type surface waves can be used for imaging and characterizing the shallow subsurface. Interference by coherent source-generated noise inhibits the reliability of shear-wave velocities determined through inversion of the phase velocities of Rayleigh waves. Among these interferences by non-planar, non-fundamental mode Rayleigh waves (noise) are body waves, scattered and non-source-generated surface waves, and highermode surface waves. For the reduction of noise, the filtering technique is implemented in this paper for the multichannel analysis of surface wave method (MASW). With the de-noising technique during the MASW method, more robust and reliable outcome is achieved. The significance of this paper is to obtain pre-awareness about noises during surface wave analysis and take better outcomes with denoising performance in near surface soil investigations. 展开更多
关键词 multichannel analysis of surface wave method noiseS FILTERING near surface soil
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Noise Pollution Reduction through a Novel Optimization Procedure in Passive Control Methods 被引量:1
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作者 Haojie Lian Leilei Chen +3 位作者 Xiao Lin Wenchang Zhao Stephane P.A.Bordas Mingdong Zhou 《Computer Modeling in Engineering & Sciences》 SCIE EI 2022年第4期1-18,共18页
This paper proposes a novel optimization framework in passive control techniques to reduce noise pollution.The geometries of the structures are represented by Catmull-Clark subdivision surfaces,which are able to build... This paper proposes a novel optimization framework in passive control techniques to reduce noise pollution.The geometries of the structures are represented by Catmull-Clark subdivision surfaces,which are able to build gap-free Computer-Aided Design models and meanwhile tackle the extraordinary points that are commonly encountered in geometricmodelling.The acoustic fields are simulated using the isogeometric boundary elementmethod,and a density-based topology optimization is conducted to optimize distribution of sound-absorbing materials adhered to structural surfaces.The approach enables one to perform acoustic optimization from Computer-Aided Design models directly without needingmeshing and volume parameterization,thereby avoiding the geometric errors and time-consuming preprocessing steps in conventional simulation and optimization methods.The effectiveness of the present method is demonstrated by three dimensional numerical examples. 展开更多
关键词 noise control topology optimization Catmull-Clark subdivision surfaces isogeometric analysis boundary element methods
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Sound Radiation Analysis of Damping Structure Based on Response Surface Method
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作者 梁新华 林忠钦 +1 位作者 朱平 高新华 《Journal of Shanghai Jiaotong university(Science)》 EI 2007年第1期29-34,共6页
The methods of modifying dimension and shape of structure, or covering damping material are effective to reduce structure-borne noise, while these methods are based on the knowledge of qualitative and quantitative rel... The methods of modifying dimension and shape of structure, or covering damping material are effective to reduce structure-borne noise, while these methods are based on the knowledge of qualitative and quantitative relationship between sound radiation and design parameters. In order to decrease the complexity of the problem, response surface method(RSM) was utilized to analyze and optimize the vibro-acoustic properties of the damping structure. A simple case was illustrated to demonstrate the capabilities of the developed procedure. A structure-born noise problem was approximated by a series of polynomials using RSM. Three main performances were considered, i.e. sound radiation power, first order modal frequency and total mass. Consequently, the response surface model not only gives the direction of design modification, it also leads to an optimal design of complex systems. 展开更多
关键词 表面反应法 阻尼结构 声音辐射 实存管理
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汽车空调流体管路的气动噪声分析与优化
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作者 万里翔 闵海娇 +1 位作者 刘晓昂 王新玲 《机械设计与制造》 北大核心 2024年第7期269-272,共4页
以汽车空调风道为研究对象,在Fluent中采用RNG模型和LES模型对管路进行稳态和瞬态计算,对风道出口风量进行试验验证,并采用声类比法计算风道出风口的噪声。根据仿真分析结果,采用响应面法,以出风口1管路的转角半径、出风口2管路左、右... 以汽车空调风道为研究对象,在Fluent中采用RNG模型和LES模型对管路进行稳态和瞬态计算,对风道出口风量进行试验验证,并采用声类比法计算风道出风口的噪声。根据仿真分析结果,采用响应面法,以出风口1管路的转角半径、出风口2管路左、右管壁的移动距离为设计变量,以出风口2的风量占比为优化目标对空调管路的结构进行优化。最后对优化前、后的管路进行了流场和声场对比分析。结果表明,与原模型相比,优化后风道出风口2的风量比例由20.75%提升到了25.25%,出风口的噪声下降最大值为5.15dB。 展开更多
关键词 空调风道 气动噪声 计算流体力学 响应面法
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团聚物与凸起结构柔性振动筛板碰撞解聚特性
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作者 牛雪梅 唐建 +1 位作者 张志宏 熊晓燕 《振动.测试与诊断》 EI CSCD 北大核心 2024年第3期530-537,620,621,共10页
为了促进潮湿细粒煤团聚物的解聚,提出将凸起结构筛板用于物料的筛分。首先,采用挤压壁面法构建了潮湿细粒团聚物模型,仿真分析了团聚物在不同筛板上的碰撞解聚过程及解聚程度;其次,通过单因素和响应面分析法研究了凸起结构参数对团聚... 为了促进潮湿细粒煤团聚物的解聚,提出将凸起结构筛板用于物料的筛分。首先,采用挤压壁面法构建了潮湿细粒团聚物模型,仿真分析了团聚物在不同筛板上的碰撞解聚过程及解聚程度;其次,通过单因素和响应面分析法研究了凸起结构参数对团聚物碰撞解聚程度的影响性能,对凸起结构参数进行了优化;最后,通过筛分试验对比了物料在普通筛板和凸起结构筛板的解聚性能。结果表明:凸起结构能提高潮湿细粒团聚物的解聚程度,其参数对团聚物的解聚性能有显著影响;平均垂直应力σyy、液桥断裂百分比DR、平均偏心距离Ad和膨胀速度Ue随凸起结构下底a、上底b的增加呈非单调变化,与高h的变化呈正比;响应面分析得到凸起结构各参数对解聚程度的影响显著性依次为h>b/a>a;通过对凸起结构参数优化,团聚物的解聚程度最高可提升13.4%。 展开更多
关键词 潮湿细粒团聚物 碰撞解聚 凸起结构筛板 离散元仿真 响应面分析
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NUMERICAL PREDICTION OF BLADE FREQUENCY NOISE OF CAVITATING PROPELLER 被引量:6
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作者 YE Jin-ming XIONG Ying LI Fang WANG Zhan-zhi 《Journal of Hydrodynamics》 SCIE EI CSCD 2012年第3期371-377,共7页
The blade frequency noise of a cavitating propeller in a uniform flow is analyzed in the time domain. The unsteady loading (of a dipole source) and the sheet cavity volume (of a monopole source) on the propeller s... The blade frequency noise of a cavitating propeller in a uniform flow is analyzed in the time domain. The unsteady loading (of a dipole source) and the sheet cavity volume (of a monopole source) on the propeller surface are calculated by a potential-based surface panel method. Then the time-dependent pressure and the cavity volume data are used as the input for the Fowcs Williams-Hawkings formulation to predict the acoustics pressure. The integration of the noise source is performed over the true blade surface rather than the ideal blade surface without thickness. The noise characteristics of the cavitating propeller are discussed. With the sheet cavitation, the thickness (cavitation) noise is larger than the loading noise and is the dominant noise source. The noise directivity is not as clear as that of the noise under a non-cavitation condition. The cavitation noise is attenuated more slowly than the non-cavitation noise. 展开更多
关键词 PROPELLER surface panel method CAVITATION noise time domain
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基于半解析法的声学黑洞梁结构参数响应面优化
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作者 史自强 温华兵 黄惠文 《噪声与振动控制》 CSCD 北大核心 2024年第3期62-66,74,共6页
声学黑洞(Acoustic Black Hole,ABH)对弯曲波的聚集效应具有宽频、高效、实现方法简单灵活等特点,在结构减振降噪领域具有广泛的应用前景。以一维声学黑洞梁为对象,结合声学黑洞半解析建模计算方法和响应面优化方法,分析声学黑洞特征长... 声学黑洞(Acoustic Black Hole,ABH)对弯曲波的聚集效应具有宽频、高效、实现方法简单灵活等特点,在结构减振降噪领域具有广泛的应用前景。以一维声学黑洞梁为对象,结合声学黑洞半解析建模计算方法和响应面优化方法,分析声学黑洞特征长度、截断厚度、幂律以及阻尼层特征长度和厚度这5个参数对一维声学黑洞梁减振效果的影响规律。以一维声学黑洞梁的减振效果为优化目标,对梁和阻尼的结构参数进行优化设计,优化后的一维声学黑洞梁结构在10~8000Hz频率范围内的平均加速度级降低19.03dB。研究对一维声学黑洞梁结构在减振领域的工程应用具有参考价值。 展开更多
关键词 声学 减振降噪 声学黑洞 半解析法 响应面优化 工程应用
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多尺度信息融合的船舶外板检测三维标志点识别方法
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作者 刘玉奇 黄博晓 +1 位作者 李占 王英华 《计算机测量与控制》 2024年第2期262-267,共6页
针对船舶外板开展数字化检测技术研究对提升船舶外板智能制造水平具有重要意义;为解决船舶外板检测参考点坐标获取问题,提出了一种识别三维标志点的方法,可在船舶外板数字化检测过程中为实测点云和模型点云的匹配提供参考坐标信息;该方... 针对船舶外板开展数字化检测技术研究对提升船舶外板智能制造水平具有重要意义;为解决船舶外板检测参考点坐标获取问题,提出了一种识别三维标志点的方法,可在船舶外板数字化检测过程中为实测点云和模型点云的匹配提供参考坐标信息;该方法针对船舶外板结构特点和形面测量需求,设计三维标志点的几何结构;此外,结合三维标志点自身多种特征和周边结构差异化特征,将标志点多种尺度信息进行融合,实现对标志点的精准识别;最后通过标志点测量数据计算对应船舶外板上定位点的三维坐标;通过试验验证了所提出的方法在三维标志点识别方面具有准确性高、定位精准的优点,将大幅提升船舶外板数字化检测的效率。 展开更多
关键词 船舶外板 数字化检测 三维标志点 识别方法 形面测量 精准识别
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柔性筛板上黏湿煤团解聚及透筛特性研究
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作者 张家康 宫三朋 +3 位作者 高有进 吴涛 杨洋 董玉杰 《煤炭技术》 CAS 2024年第2期217-221,共5页
振动弛张筛在黏湿细粒煤炭干法筛分领域应用广泛。采用离散元中的API技术,在EDEM软件中构建了一种新型柔性筛面模型,并利用数学理论模型进行验证,此外探究了筛面振幅参数和颗粒表面能大小对黏湿颗粒运动特性的影响规律。结果表明:随着... 振动弛张筛在黏湿细粒煤炭干法筛分领域应用广泛。采用离散元中的API技术,在EDEM软件中构建了一种新型柔性筛面模型,并利用数学理论模型进行验证,此外探究了筛面振幅参数和颗粒表面能大小对黏湿颗粒运动特性的影响规律。结果表明:随着表面能的增大,煤团与筛面碰撞后形成的二次团聚体越大,筛下颗粒数越少,一定范围内,随振幅的增大解聚后的颗粒平均法向速度越大。研究成果为离散元法研究黏湿煤炭筛分提供理论基础。 展开更多
关键词 黏湿煤团 表面能 离散元法 二次团聚 柔性筛板
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A method for numerical calculation of propeller hydrodynamics in unsteady inflow 被引量:2
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作者 HUANG Sheng WANG Pei-sheng HU Jian 《Journal of Marine Science and Application》 2007年第2期6-11,共6页
The hydrodynamic performance of a propeller in unsteady inflow was calculated using the surface panel method. The surfaces of blades and hub were discreted by a number of hyperboloidal quadrilateral panels with consta... The hydrodynamic performance of a propeller in unsteady inflow was calculated using the surface panel method. The surfaces of blades and hub were discreted by a number of hyperboloidal quadrilateral panels with constant source and doublet distribution. Each panel's corner coordinates were calculated by spline interpolation between the main parameter and the blade geometry of the propeller. The integral equation was derived using the Green Formula. The influence coefficient of the matrix was calculated by the Morino analytic formula. The tangential velocity distribution was calculated with the Yanagizawa method, and the pressure coefficient was calculated using the Bonuli equation. The pressure Kutta condition was satisfied at the trailing edge of the propeller blade using the Newton-Raphson iterative procedure, so as to make the pressure coefficients of the suction and pressure faces of the blade equal at the trailing edge. Calculated results for the propeller in steady inflow were taken as initialization values for the unsteady inflow calculation process. Calculations were carried out from the moment the propeller achieved steady rotation. At each time interval, a linear algebraic equation combined with Kutta condition was established on a key blade and solved numerically. Comparison between calculated results and experimental results indicates that this method is correct and effective. 展开更多
关键词 不稳定流体力学 船舶 推进器 表面板块法
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Dissipative free-surface solver for potential flow around hydrofoil distributed with doublets
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作者 陈志敏 W. G. PRICE 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI 2012年第11期1467-1480,共14页
A doublet integral equation is formulated for the two-dimensional dissipative potential flow around a hydrofoil submerged below a free-water surface. The free-water surface is assumed to involve energy dissipation, an... A doublet integral equation is formulated for the two-dimensional dissipative potential flow around a hydrofoil submerged below a free-water surface. The free-water surface is assumed to involve energy dissipation, and thus it is the source of damping. A doublet panel method is developed from incorporation of the dissipative Green function approach and the doublet distributions on the hydrofoil surface. Numerical computations are implemented, and the derived numerical results are in good agreement with analytic solutions and experimental measurements. 展开更多
关键词 panel method potential flow free-surface wave energy dissipation hydro-foil
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PREDICTION OF UNSTEADY CAVITATION OF PROPELLER USING SURFACE PANEL METHOD 被引量:21
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作者 XIONGYing YEJin-ming WANGDe-xun 《Journal of Hydrodynamics》 SCIE EI CSCD 2005年第1期43-49,共7页
This paper has predicted the range and volume of unsteady sheet cavitation of a propeller by using the surface panel method. The linearization in cavity thickness is adopted to reduce the computing time and storage sp... This paper has predicted the range and volume of unsteady sheet cavitation of a propeller by using the surface panel method. The linearization in cavity thickness is adopted to reduce the computing time and storage space. The iteration scheme between chordwise strips has been used because the range and volume of cavitation are both unknown. The propeller cavitation range determined by the calculation method presented in this paper agrees with the observation results of cavity image at cavitation tunnel very well, and this proves the practicability of the method. 展开更多
关键词 marine propeller unsteady performance CAVITATION surface panel method
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永磁同步电机电磁振动噪声优化方法研究 被引量:2
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作者 刘畅 邱鑫 +5 位作者 杨建飞 陈秋仲 李飞 周锴 华文韬 陈洪生 《微特电机》 2023年第4期20-25,31,共7页
分析了永磁同步电机电磁振动噪声原理,计算了一台4极/6槽内置式永磁同步电机多转速下的电磁振动噪声,并通过二维傅里叶分解分析其径向电磁力谐波分量。提出一种新型定转子结构,建立以噪声和转矩脉动为目标的多目标优化数学模型,并采用... 分析了永磁同步电机电磁振动噪声原理,计算了一台4极/6槽内置式永磁同步电机多转速下的电磁振动噪声,并通过二维傅里叶分解分析其径向电磁力谐波分量。提出一种新型定转子结构,建立以噪声和转矩脉动为目标的多目标优化数学模型,并采用响应面算法确定最优的设计参数。对优化前后电机的电磁振动噪声进行了仿真对比。结果显示,电机结构优化后,转速3500 r/min运行时电磁振动噪声减小较为明显,从62.02 dB削弱至53.53 dB;平均转矩基本无变化,转矩脉动有所减小;多转速运行时,电机振动噪声整体性能亦得到改善,验证了该结构优化对电机电磁振动噪声有较为明显的抑制作用。 展开更多
关键词 内置式永磁同步电机 电磁振动噪声 二维快速傅里叶变换 多目标优化 响应面法
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