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An improved algorithm for liner impedance eduction in low signal-to-noise ratio flow duct 一种改进的低信噪比流道线性阻抗消除算法
IF 1 4区 工程技术 Q2 Physics and Astronomy Pub Date : 2022-04-21 DOI: 10.1177/1475472X221093710
Penglin Zhang, Cheng Yang, Yu Huang
The impedance eduction technique is widely used by the aeroacoustics community to obtain liner property in a flow duct. However, the obtained impedance is often found to be discontinuous in the frequency domain which violates theoretical liner models. The low signal-to-noise ratio (SNR, in dB) is one factor leading to this unexpected result. To overcome this, a weighting coefficient, represented by an SNR dependent sigmoid function with two control parameters, is introduced to the cost function in the iteration process. The proposed algorithm is employed to measure the impedances of two liners and results show an improvement in the smoothness of the resultant impedance curves over those obtained from conventional cost function.
阻抗消减技术是气动声学学界广泛采用的一种获得管道内线性特性的方法。然而,得到的阻抗在频域中往往是不连续的,这违背了理论线性模型。低信噪比(SNR,以dB为单位)是导致这一意想不到的结果的一个因素。为了克服这个问题,在迭代过程中,在代价函数中引入一个加权系数,该加权系数由信噪比相关的具有两个控制参数的sigmoid函数表示。将该算法用于测量两个衬垫的阻抗,结果表明所得阻抗曲线的平滑度比传统成本函数得到的阻抗曲线有所提高。
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引用次数: 0
A fast 3D-MUSIC method for near-field sound source localization based on the bat algorithm 基于bat算法的3D-MUSIC近场声源快速定位方法
IF 1 4区 工程技术 Q2 Physics and Astronomy Pub Date : 2022-04-21 DOI: 10.1177/1475472X221093711
C. Yang, LL Sun, H. Guo, Y.S. Wang, Y. Shao
To improve the computation and real-time performances of the multiple signal classification (MUSIC) algorithm in 3D space, a fast sound source localization method based on the bat algorithm (BA) and the 3D-MUSIC, called BA-based 3D-MUSIC algorithm (3D-BMUSIC), is presented in this paper. 3D-BMUSIC greatly reduces the computation load by replacing the regular grid search with the BA. First, the near-field spherical wave model is established to obtain the spectral function of the 3D-MUSIC. Then, the spectral function is defined as the fitness function, which calculates the fitness value corresponding to each bat position. Finally, the global optimal bat position with the largest fitness value, as sound source localization, is obtained by successive iteration and sorting. The simulation and experiment show that 3D-BMUSIC accurately estimates the DOA and distance of near-field sources, and the root-mean-square error (RMSE) of 3D-BMUSIC is less than that of 3D-MUSIC. In addition, 3D-BMUSIC effectively reduces the computation time by approximately 96–98%. With shorter computation time and higher efficiency, 3D-BMUSIC promotes hardware implementation and is more suitable for high-precision localization of near-field sound sources.
为了提高多信号分类(MUSIC)算法在三维空间中的计算量和实时性,本文提出了一种基于蝙蝠算法(BA)和3D-MUSIC的快速声源定位方法,称为基于蝙蝠算法的3D-MUSIC。3D-MUSIC用BA代替了常规网格搜索,大大降低了计算量。首先,建立了近场球面波模型,得到了3D-MUSIC的谱函数。然后,将谱函数定义为适应度函数,该函数计算与每个击球位置相对应的适应度值。最后,通过连续迭代和排序,获得适应度值最大的全局最优蝙蝠位置,作为声源定位。仿真和实验表明,3D-BMUSIC能够准确地估计近场源的DOA和距离,并且其均方根误差小于3D-MUSIC。此外,3D-BMUSIC有效地将计算时间减少了约96–98%。3D-BMUSIC具有更短的计算时间和更高的效率,促进了硬件实现,更适合于近场声源的高精度定位。
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引用次数: 2
Computational aeroacoustics of aerofoil leading edge noise using the volume penalization-based immersed boundary methods 基于体积惩罚的浸没边界法计算机翼前缘噪声的气动声学
IF 1 4区 工程技术 Q2 Physics and Astronomy Pub Date : 2022-03-01 DOI: 10.1177/1475472X221079557
Wei Ying, R. Fattah, Sinforiano Cantos, Siyang Zhong, Tatiana Kozubskaya
Broadband noise due to the turbulence-aerofoil interaction, which is also called the leading edge noise, is one of the major noise sources of aircraft (including the engine). To study the noise properties numerically is a popular approach with the increasing power of computers. Conventional approaches of using body-fitted grids at the boundaries would be convoluted due to the complex geometries, which can constrain the efficiency of parametric studies. A promising approach to tackle this issue is to use the immersed boundary method (IBM). Among various IBM variants, the volume penalization (VP) approach employs a masking function to identify the immersed solid boundary, and continuous forcing terms are added to the original flow governing equations to account for the boundary conditions. It is, therefore, efficient and easy to implement into the existing computational aeroacoustics solvers. In this work, the VP-based IBM is used to simulate the leading edge noise by combining with the advanced synthetic turbulence method. The simulations are conducted for both the isolated aerofoils and cascade, and the results are compared with the well-validated body-fitted grid solutions. The viscosity effect is also highlighted by comparing the results obtained by solving both Euler and Navier–Stokes equations.
湍流-机翼相互作用产生的宽带噪声,也称为前缘噪声,是飞机(包括发动机)的主要噪声源之一。随着计算机的日益强大,对噪声特性进行数值研究是一种流行的方法。由于复杂的几何形状,在边界处使用贴体网格的传统方法将是复杂的,这可能会限制参数研究的效率。解决这个问题的一个很有前途的方法是使用浸入边界法(IBM)。在各种IBM变体中,体积惩罚(VP)方法采用掩蔽函数来识别浸没的固体边界,并将连续强迫项添加到原始流量控制方程中以考虑边界条件。因此,它高效且易于在现有的计算空气声学求解器中实现。在这项工作中,使用基于VP的IBM,结合先进的合成湍流方法来模拟前缘噪声。对孤立翼型和叶栅进行了模拟,并将结果与验证良好的贴体网格解决方案进行了比较。通过比较求解Euler和Navier-Stokes方程的结果,也突出了粘度效应。
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引用次数: 0
Editorial 编辑
IF 1 4区 工程技术 Q2 Physics and Astronomy Pub Date : 2022-03-01 DOI: 10.1177/1475472X221087007
Tatiana Kozubskaya
work concerning the investigation of noise shielding of a de fl ected fl ap. They propose an original approach to provide a reasonable agreement between the numerical data obtained using the boundary element method and the results of fl yover mea-surements with a lack of input data. The most innovative computational techniques in my opinion are presented in the paper of the researchers from Roma Tre University with Lorenzo Burghignoli as a corresponding author. They develop adaptive metamodels based on radial basis functions to be used in the design optimization process for unconventional aircraft layouts. The fi fth paper prepared by Ekaterina Guseva from St-Petersburg Polytechnical University and Yuri Egorov from ANSYS Germany study the noise induced by a fl ow past a car side mirror. For this purpose, they developed a hybrid method for simulating aeroacoustics of turbulent fl ows at low Mach numbers and implemented it in the Ansys Fluent CFD package. I hope you will enjoy reading all presented papers in detail.
他们提出了一种新颖的方法,在使用边界元法获得的数值数据与缺乏输入数据的立交桥测量结果之间提供合理的一致性。在我看来,最具创新性的计算技术出现在罗马第三大学的研究人员的论文中,Lorenzo Burghignoli是通讯作者。他们开发了基于径向基函数的自适应元模型,用于非常规飞机布局的设计优化过程。第五篇论文由圣彼得堡工业大学的Ekaterina Guseva和ANSYS德国公司的Yuri Egorov撰写,研究了流过汽车后视镜的气流所产生的噪声。为此,他们开发了一种混合方法来模拟低马赫数下湍流流动的气动声学,并在Ansys Fluent CFD软件包中实现。我希望你会喜欢详细阅读所有的论文。
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引用次数: 0
Noise shielding of a deflected flap for comparing numerical predictions with flyover experiments 偏转襟翼噪声屏蔽的数值预测与立交桥实验比较
IF 1 4区 工程技术 Q2 Physics and Astronomy Pub Date : 2022-03-01 DOI: 10.1177/1475472X221079560
M. Mößner, J. Delfs, M. Pott-Pollenske
Comparing acoustic simulations against experimental data is an essential step in order to prove the correctness of numerical tools. This can be done with wind tunnel experiments where the environmental conditions can be adjusted very accurately. Ultimately, the tools must be capable of predicting real-word scenarios like aircraft flyovers. However, obtaining precise data from flyover experiments is challenging and often important input data is missing. The current paper shows, that by extracting the shielding effect of a small detail, a deflecting flap of an aircraft with rear-mounted engines, it is possible to reproduce flyover measurements with a boundary element method, even when only little engine information is known. The boundary element method can only take a constant mean flow into account, but by additionally evaluating results of a volume-resolved discontinuous Galerkin method more insights into the expected effects of a realistic mean flow is given.
将声学模拟与实验数据进行比较是证明数值工具正确性的必要步骤。这可以通过风洞实验来实现,在风洞实验中,环境条件可以非常精确地调整。最终,这些工具必须能够预测真实世界的场景,比如飞机飞越。然而,从立交桥实验中获得精确的数据是具有挑战性的,而且经常缺少重要的输入数据。目前的论文表明,通过提取一个小细节的屏蔽效应,一个带有后置发动机的飞机的偏转襟翼,即使只有很少的发动机信息是已知的,也可以用边界元方法重现飞越测量。边界元法只能考虑恒定的平均流量,但通过对体积分解不连续伽辽金法的结果进行额外评估,可以更深入地了解实际平均流量的预期效果。
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引用次数: 0
Guest editor biography 特邀编辑简介
IF 1 4区 工程技术 Q2 Physics and Astronomy Pub Date : 2022-03-01 DOI: 10.1177/1475472x221087008
Tatiana Kozubskaya
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引用次数: 0
Adaptive RBF with hyperparameter optimisation for aeroacoustic applications 气动声学应用的超参数优化自适应RBF
IF 1 4区 工程技术 Q2 Physics and Astronomy Pub Date : 2022-02-28 DOI: 10.1177/1475472X221079545
L. Burghignoli, Monica Rossetti, F. Centracchio, Giorgio Palma, U. Iemma
The present work reports an investigation on the use of adaptive metamodels based on radial basis functions (RBFs) for aeroacoustic applications of highly innovative configurations. The relevance of the topic lies on the paramount importance of metamodelling techniques within the design optimisation process of disruptive aircraft layouts. Indeed, the air traffic growth, consequently the hard environmental constraints imposed by regulations, will make a technological breakthrough, an imperative need within few years. As a consequence, the engineering community is paying particular attention to the development of innovative techniques for the design of unconventional configurations. For this class of applications, the designer cannot successfully rely on historical data or low-fidelity models, and the expensive direct simulations remain the only valuable design strategy. In this regard, it can be demonstrated that the use of surrogate models, i.e., metamodels, significantly reduces the computing costs, especially in view of a robust approach to the optimised design. In order to further improve the efficiency of metamodel-based techniques, dynamic approaches based on hyperparameter optimisation and adaptive sampling procedures have been recently developed. The case study presented here pertains the exploiting of dynamic RBF-based metamodels for noise shielding applications. The analysis of the metamodel performances and its convergence properties shows how the final number of direct simulations is significantly reduced by the hyperparameter optimisation algorithm, still strongly depending on the choice of the RBF kernel function.
本工作报告了一项关于使用基于径向基函数(RBF)的自适应元模型用于高度创新配置的气动声学应用的研究。该主题的相关性在于元建模技术在破坏性飞机布局的设计优化过程中的至关重要性。事实上,空中交通的增长,以及法规施加的严格环境限制,将在几年内实现技术突破,这是一项迫切的需求。因此,工程界特别关注非常规配置设计的创新技术的发展。对于这类应用,设计者不能成功地依赖历史数据或低保真度模型,而昂贵的直接模拟仍然是唯一有价值的设计策略。在这方面,可以证明,代理模型(即元模型)的使用显著降低了计算成本,特别是考虑到优化设计的稳健方法。为了进一步提高基于元模型的技术的效率,最近开发了基于超参数优化和自适应采样程序的动态方法。本文的案例研究涉及基于动态RBF的元模型在噪声屏蔽应用中的开发。对元模型性能及其收敛特性的分析表明,超参数优化算法如何显著减少直接模拟的最终次数,这在很大程度上仍然取决于RBF核函数的选择。
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引用次数: 3
Boundary element analysis on the fuselage scattering of drone noise 无人机机身噪声散射的边界元分析
IF 1 4区 工程技术 Q2 Physics and Astronomy Pub Date : 2022-02-26 DOI: 10.1177/1475472X221079549
Hanbo Jiang, Siyang Zhong, Xin Zhang, Xun Huang
Multi-rotor powered drones and urban mobility vehicles (UMV) have received considerable attention over recent years and attracted ever-increasing interest in their aerodynamic noise. Physics-based prediction tools for aerodynamic noise are of importance to facilitate quiet drone designs. In this work, a boundary element method (BEM) based solver is employed to evaluate the scattering of the rotor noise of a flying drone fuselage. The possible non-uniqueness of the solution is tackled using a Combined Helmholtz Interior integral Equation Formulation (CHIEF). The proposed method is applied to evaluate the noise scattering by a realistic fuselage configuration. Results suggest that the fuselage can visibly redirect propeller noise radiation at low frequencies because of wave diffractions. The fuselage can also affect the sound field by wave reflections at high frequencies, producing an apparent noise reduction.
近年来,多旋翼无人机和城市机动车辆(UMV)受到了广泛的关注,其气动噪声也引起了人们越来越多的兴趣。基于物理的气动噪声预测工具对于静音无人机的设计具有重要意义。本文采用基于边界元法(BEM)的求解器来求解无人机机身旋翼噪声的散射问题。利用组合亥姆霍兹内积分方程(CHIEF)解决了解的非唯一性问题。将该方法应用于实际机身结构的噪声散射评估。结果表明,由于波的绕射,机身在低频处可以明显地改变螺旋桨噪声辐射的方向。机身还可以通过高频波反射影响声场,产生明显的降噪效果。
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引用次数: 1
Application of LES combined with a wave equation for the simulation of noise induced by a flow past a generic side mirror 应用LES结合波动方程模拟流过一般侧镜所引起的噪声
IF 1 4区 工程技术 Q2 Physics and Astronomy Pub Date : 2022-02-23 DOI: 10.1177/1475472X221079542
E. Guseva, Y. Egorov
The paper presents validation results of a hybrid simulation method for aeroacoustics in turbulent flows at low Mach numbers. The hybrid method implemented in the Ansys Fluent® CFD package applies a scale-resolving turbulence model to compute the noise sources in an incompressible flow, while the noise propagation is modeled by a wave equation formulated for the acoustic potential. The selected test case deals with a flow and a sound field around a generic side view mirror of a car. The SBES model by Menter, which belongs to the class of the RANS-LES models, is used for the flow simulation. It switches to the Large Eddy Simulation (LES) mode in separated mixing layers and recirculation zone behind the mirror as well as in the following wake, where flow develops intensive turbulence and dominating noise sources. The acoustics wave equation is formulated in the model form of Kaltenbacher et al. and is applied in the time domain. The overall calculation is performed as a transient co-simulation on the same mesh using the finite-volume discretization method for both the flow and the acoustics parts. The wave equation is advanced in time using the HHT-α method. Obtained distribution of the mean wall pressure over the mirror surface closely matches the experimental one. Rich content of the resolved turbulent vortices in the separation zone and good agreement of the calculated and measured wall pressure spectra at sensor locations downstream the mirror evidence a proper LES resolution quality of noise sources. Comparison of the computed noise spectra at the remote microphones with the experimental data demonstrates the sound propagation accuracy and validates the overall aeroacoustics simulation method.
本文给出了低马赫数湍流中气动声学混合模拟方法的验证结果。Ansys Fluent®CFD软件包中实现的混合方法应用比例分辨湍流模型来计算不可压缩流中的噪声源,而噪声传播则通过为声势制定的波动方程进行建模。选定的测试用例处理汽车通用侧视镜周围的流场和声场。Menter的SBES模型属于RANS-LES模型的一类,用于流动模拟。在分离的混合层和反射镜后面的再循环区以及随后的尾流中,它切换到大涡模拟(LES)模式,在尾流中流动产生强烈的湍流和主要的噪声源。声波方程采用Kaltenbacher等人的模型形式,并在时域中应用。整体计算是在同一网格上使用流动和声学部分的有限体积离散化方法进行的瞬态联合模拟。用HHT-α方法在时间上推导出波动方程。所获得的镜面上的平均壁压分布与实验结果非常吻合。分离区中已解析的湍流涡流含量丰富,反射镜下游传感器位置处计算和测量的壁面压力谱一致,证明噪声源具有适当的LES分辨率。将远程麦克风的计算噪声谱与实验数据进行比较,验证了声音传播的准确性,并验证了整体气动声学模拟方法。
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引用次数: 0
Fundamental investigation using active plasma control to reduce blade–vortex interaction noise 利用主动等离子体控制降低叶片-涡流相互作用噪声的基础研究
IF 1 4区 工程技术 Q2 Physics and Astronomy Pub Date : 2021-11-01 DOI: 10.1177/1475472X211052699
T. Patel, Alexander J. Lilley, Weiqi Shen, Christian Porrello, A. Schindler-Tyka, Subrata Roy, W. Lear, Steven A. E. Miller
Blade vortex interaction noise is a problematic and dominant component of rotor noise. Plasma actuators strategically placed at the tip of the rotor blades can reduce the strength of the tip vortices. This reduction has the potential to significantly reduce blade vortex interaction noise. A combined experimental, numerical, and theoretical program shows supporting evidence that low power plasma actuators can effectively lower coherence of the blade tip vortex and reduce blade vortex interaction noise over-pressure by up to 80%. For a nominal small five-bladed unmanned aerial vehicle, we predict an approximate 8.88 maximum ΔdB reduction for a 150 m/s tip speed. Experimental, computational, and acoustic modeling support these predictions. This study represents a fundamental investigation in the fixed-frame, which provides evidence for higher level research and testing in a rotating framework.
叶片-涡流相互作用噪声是转子噪声的一个有问题的主要组成部分。战略性地放置在转子叶片尖端的等离子体致动器可以降低尖端涡流的强度。这种降低具有显著降低叶片涡流相互作用噪声的潜力。实验、数值和理论相结合的程序显示了支持证据,表明低功率等离子体激励器可以有效降低叶尖涡流的相干性,并将叶片-涡流相互作用噪声降低80%。对于标称的小型五叶无人机,我们预测在150 m/s的叶尖速度下,ΔdB的最大降幅约为8.88。实验、计算和声学建模支持这些预测。这项研究代表了在固定框架中的基础研究,为在旋转框架中进行更高水平的研究和测试提供了证据。
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引用次数: 4
期刊
International Journal of Aeroacoustics
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