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Effect of geometrical defects on the acoustical transport properties of periodic porous absorbers manufactured using stereolithography 几何缺陷对立体光刻制造的周期性多孔吸收材料声传输特性的影响
4区 工程技术 Q4 ACOUSTICS Pub Date : 2023-09-01 DOI: 10.3397/1/377129
Amulya Lomte, Bhisham Sharma
Additive manufacturing allows the fabrication of acoustical materials with previously unrealizable micro- and macrostructural complexities. However, the still nascent understanding of various geometrical defects occurring during the additive process remains a barrier to accurately predicting the acoustical behavior of such complex absorbers. In this study, we present the results from our efforts on numerically modeling the absorption behavior of periodic porous absorbers fabricated using the stereolithography (SLA) technique using the hybrid micro-macro multiphysics approach. Specifically, we focus on understanding the role played by the expansion or shrinkage of the solid ligaments during the SLA process on the acoustical properties of the final printed samples. First, the periodic absorbers are modeled using COMSOL multiphysics, where the transport properties are derived using the micro-modeling method and sound absorption behavior using the Johnson-Champoux-Allard-Lafarge-Pride semi-empirical model. Then, results from the expansion study guide the changes in the ligament sizes in the unit cell modeling. Finally, the fabricated samples are tested using an impedance tube, and the measured absorption properties are compared to the a priori numerical predictions. Results indicate that accounting for fabrication defects within the numerical modeling schema can provide reliable sound absorption predictions for additively manufactured porous absorbers.
增材制造允许制造具有以前无法实现的微观和宏观结构复杂性的声学材料。然而,对增材过程中出现的各种几何缺陷的理解仍处于初级阶段,这仍然是准确预测这种复杂吸收剂声学行为的障碍。在这项研究中,我们展示了我们使用混合微观-宏观多物理场方法对使用立体光刻(SLA)技术制造的周期性多孔吸收剂的吸收行为进行数值模拟的结果。具体来说,我们的重点是了解在SLA过程中固体韧带的膨胀或收缩对最终打印样品的声学性能所起的作用。首先,使用COMSOL多物理场对周期吸波器进行建模,其中使用微观建模方法推导输运性质,使用Johnson-Champoux-Allard-Lafarge-Pride半经验模型推导吸声行为。然后,从扩张研究的结果指导韧带大小的变化在单位细胞模型。最后,用阻抗管测试了制备的样品,并将测量的吸收特性与先验数值预测进行了比较。结果表明,在数值模拟模式中考虑制造缺陷可以为增材制造的多孔吸声器提供可靠的吸声预测。
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引用次数: 0
Design and analysis of periodic acoustic metamaterial sound insulator using finite element method 周期声学超材料隔声体的有限元设计与分析
4区 工程技术 Q4 ACOUSTICS Pub Date : 2023-09-01 DOI: 10.3397/1/377128
Zacharie Laly, Christopher Mechefske, Sebastian Ghinet, Charly T. Kone, Noureddine Atalla
In this article, a design of acoustic metamaterial containing Helmholtz resonators periodically embedded in a porous material is investigated for aerospace applications using the finite element method (FEM). The results obtained using the FEM are compared with the results of the theory, and the proposed transfer matrix method and good agreements are obtained. The transfer matrix method was combined with FEM calculations for two different termination conditions (plane wave radiation and rigid wall) in order to retrieve the equivalent matrix of the porous layer with the integrated periodic resonator. The equivalent matrix is then coupled analytically in series with others matrices. Finite element method studies are carried out on single and double wall configurations, and the effects of different resonator parameters and the air gap on the transmission loss are illustrated. The influences of the orientation of the neck opening and the resistivity of the porous material are also studied. Finite element method results for different incident angles are presented for single and double wall configurations. The proposed design can potentially be integrated into the panels of aircraft cabins in order to reduce the noise level at low frequencies inside the cabin.
本文采用有限元法研究了一种将亥姆霍兹谐振器周期性嵌入多孔材料的声学超材料的设计方法。将有限元计算结果与理论计算结果进行了比较,结果表明本文提出的传递矩阵法与理论计算结果吻合较好。将传递矩阵法与有限元法相结合,在平面波辐射和刚性壁两种不同的终止条件下进行计算,以获得具有集成周期谐振器的多孔层的等效矩阵。然后将等效矩阵与其他矩阵以解析级数耦合。对单壁和双壁结构进行了有限元分析,分析了不同谐振腔参数和气隙对传输损耗的影响。研究了颈口方向和多孔材料电阻率的影响。给出了单壁和双壁不同入射角的有限元计算结果。拟议的设计可以潜在地集成到飞机机舱的面板中,以降低机舱内低频的噪音水平。
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引用次数: 0
Deep learning-based mechanical fault detection and diagnosis of electric motors using directional characteristics of acoustic signals 基于声信号方向特征的深度学习电机机械故障检测与诊断
4区 工程技术 Q4 ACOUSTICS Pub Date : 2023-09-01 DOI: 10.3397/1/377132
Srinivasa Ippili, Matthew B. Russell, Peng Wang, David W. Herrin
Early identification of rotating machinery faults is crucial to avoid catastrophic fail- ures upon installation. Contact-based vibration acquisition approaches are traditionally used for the purpose of machine health monitoring and end-of-line quality control. In complex working conditions, it can be difficult to perform an accurate accelerometer based vibration test. Acoustic signals (sound pressure and particle velocity) also contain important information about the operating state of mechanical equipment and can be used to detect different faults. A deep learning approach, namely, one-dimensional convolutional neural networks (1D-CNNs) can directly process raw time signals, thereby eliminating the human dependence on fault feature extraction. An experimental research study is conducted to test the proposed 1D-CNN methodology on three different electric motor faults. The results from the study indicate that the fault detection performance from the acoustic-based measurement method is very effective and thus can be a good replacement to the conventional accelerometer-based methods for detection and diagnosis of mechanical faults in electric motors.
旋转机械故障的早期识别是避免安装时发生灾难性故障的关键。基于接触的振动采集方法传统上用于机器健康监测和生产线末端质量控制。在复杂的工作条件下,很难进行精确的基于加速度计的振动测试。声信号(声压和粒子速度)还包含有关机械设备运行状态的重要信息,可用于检测不同的故障。一种深度学习方法,即一维卷积神经网络(1d - cnn)可以直接处理原始时间信号,从而消除了人类对故障特征提取的依赖。针对三种不同的电机故障,对提出的1D-CNN方法进行了实验研究。研究结果表明,基于声学测量方法的故障检测性能非常有效,可以很好地替代传统的基于加速度计的电机机械故障检测和诊断方法。
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引用次数: 0
Research on fast optimal reference sensor placement in active road noise control 道路噪声主动控制中参考传感器快速优化配置研究
4区 工程技术 Q4 ACOUSTICS Pub Date : 2023-09-01 DOI: 10.3397/1/377126
Xiaolong Li, Chihua Lu, Wan Chen, Yawei Zhu, Can Cheng
The noise reduction performance of the active road noise control (ARNC) system highly depends on the location of the reference sensors. Generally, the optimal sensor locations are evaluated by calculating the multiple coherence function (MCF) between all possible reference signal combinations with road noise. However, this trial-and- error method becomes time-consuming when the number of candidate locations is large. The transfer path analysis method can select the optimal sensor locations quickly while with low accuracy. Therefore, this article proposes two fast optimal sensor placement (FOSP) methods, namely, Wiener filter (WF)-FOSPand the MCF-FOSP, respectively. In both methods, the sensors are iteratively extended to the desired number, and each added sensor maximizes the predicted noise reduction of this iteration loop. Numerous ARNC simulations based on measured signals are conducted to illustrate the performance of the proposed two methods in terms of efficiency and accuracy. The results demonstrate that the WF-FOSP method provides the best comprehensive performance. The data analysis for one operating condition takes three minutes, and the absolute error is within 5% with respect to the benchmark. In addition, two schemes are discussed to obtain a set of sensor locations compatible with the noise reduction requirement of different operating conditions. The sensor locations can achieve a maximum average noise reduction of 7.29 dB(A) under four operating conditions.
主动道路噪声控制(ARNC)系统的降噪性能很大程度上取决于参考传感器的位置。通常,通过计算所有可能的参考信号组合与道路噪声之间的多重相干函数(MCF)来评估传感器的最佳位置。然而,当候选位置数量较大时,这种试错方法变得耗时。传递路径分析法可以快速选择传感器的最佳位置,但精度较低。因此,本文提出了两种快速最优传感器放置(FOSP)方法,即Wiener filter (WF)-FOSP和MCF-FOSP。在这两种方法中,传感器迭代扩展到期望的数量,并且每个增加的传感器最大化该迭代回路的预测降噪。基于实测信号进行了大量的ARNC仿真,以说明所提出的两种方法在效率和精度方面的性能。结果表明,WF-FOSP方法具有最佳的综合性能。一种工况的数据分析时间为3分钟,相对于基准的绝对误差在5%以内。此外,还讨论了两种方案,以获得一组符合不同工况降噪要求的传感器位置。在四种工作条件下,传感器位置可以实现7.29 dB(a)的最大平均降噪。
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引用次数: 0
Warmstarting strategies for convex optimization based multi-channel constrained active noise control filter design 基于凸优化的多通道约束有源噪声控制滤波器热启动策略设计
4区 工程技术 Q4 ACOUSTICS Pub Date : 2023-09-01 DOI: 10.3397/1/377127
Yongjie Zhuang, Zhuang Mo, Yangfan Liu
In real-world applications of active noise control (ANC) systems, various constraints are supposed to be satisfied in the controller design process. The optimal control filter coefficients can be obtained by solving a constrained optimization problem, which usually requires a significant computational effort. Recently, a convex formulation in conic form was proposed for ANC filter design. The proposed formulation was shown to result in a computational time reduction by several orders of magnitude. It is of great interest to further improve its efficiency by using a priori information of the optimal filter coefficients. One potential way of achieving this goal is to introduce a warmstart technique so that the filter solution of a similar system or environment can be referred to for selecting the starting point of the optimization algorithm. However, the conic formulation should be solved by the interior-point method, which, in general, is challenging for applying warmstart techniques. In the current work, relaxation methods are proposed to the constraints of original ANC filter design formulation so that the warmstart techniques can be applied. Then, a warmstarting technique proposed in previous study is used to solve a series of perturbed problems, and the performance of the warmstarting technique is investigated. Results show that with the proposed modifications applied, the warmstarting strategy can significantly reduce the number of iterations needed for solving the conic formulation of the ANC filter design problem without much tuning efforts, and the method is effective and robust in various environmental setups.
在主动噪声控制系统的实际应用中,在控制器设计过程中需要满足各种约束条件。最优控制滤波器系数可以通过求解约束优化问题得到,这通常需要大量的计算量。最近,提出了一种圆锥形式的凸公式用于ANC滤波器的设计。所提出的公式被证明可以使计算时间减少几个数量级。利用最优滤波系数的先验信息进一步提高其效率是一个很有意义的问题。实现这一目标的一种潜在方法是引入热启动技术,以便可以参考类似系统或环境的滤波器解来选择优化算法的起点。然而,二次方程的求解必须采用内点法,这对于热启动技术的应用来说是一个挑战。本文提出了对原有ANC滤波器设计公式约束的松弛方法,使热启动技术得以应用。然后,利用已有研究提出的热启动技术解决了一系列的扰动问题,并对热启动技术的性能进行了研究。结果表明,采用上述改进后的热启动策略可以显著减少求解ANC滤波器设计问题的二次公式所需的迭代次数,而无需进行大量的调整,并且该方法在各种环境设置下都是有效的和鲁棒的。
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引用次数: 0
Toward high-quality X-59 sonic thump measurements 迈向高质量的X-59音波测量
4区 工程技术 Q4 ACOUSTICS Pub Date : 2023-09-01 DOI: 10.3397/1/377130
Mark C. Anderson, Kent L. Gee, J. Taggart Durrant, Alexandra Loubeau
Brigham Young University has been investigating best practices for recommendation to NASA in upcoming X-59 sonic thump measurements. This preparatory work has focused both on obtaining high-fidelity data and standardizing signal analysis techniques for sonic thumps. Included in the research are topics such as whether to use a ground-based or elevated microphone, how to use low-noise microphones and still recover high-fidelity data at low frequencies, and estimating the uncertainty in a given measurement due to local atmospheric turbulence effects. Also included is a study of windowing techniques, zero padding, and the removal of high-frequency ambient noise contamination.
杨百翰大学(Brigham Young University)一直在研究向NASA推荐即将到来的X-59声压测量的最佳实践。这项准备工作的重点是获得高保真数据和标准化的信号分析技术。研究的主题包括是使用地面麦克风还是高空麦克风,如何使用低噪声麦克风并在低频率下恢复高保真数据,以及估计由于局部大气湍流影响而在给定测量中的不确定性。还包括窗技术,零填充和去除高频环境噪声污染的研究。
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引用次数: 1
Experimental dynamic flow characterization of hydraulic bushings 液压衬套的实验动态流动特性
4区 工程技术 Q4 ACOUSTICS Pub Date : 2023-09-01 DOI: 10.3397/1/377131
Britton DeGarmo, Michael Kennedy, Luke Fredette
The dynamic properties of hydraulic bushings are often modeled in the time and frequency domains with low-order, lumped-parameter models, typically assuming steady developed flow in their fluid passages, whereas in situ flow conditions are unlikely to meet such criteria. Hydraulic bushings exhibit tuned properties emerging from nonlinear interactions involving these flow characteristics, so higher resolution descriptions of the underlying physics are needed under realistic flow conditions. This paper discusses an approach to isolate the fluid passage features in production bushings to enable experimental characterization for steady, oscillatory, and transient flow. More robust models of dynamic responses in the time and frequency domains are expected to result from this more precise determination of each flow path's contribution to the nonlinear system response. An apparatus capable of generating steady and dynamic flow is proposed, and some validation data are given to demonstrate the functionality of the experiment. Some challenges with the approach are considered, including the system's hydraulic compliance and cavitation. The flow testing apparatus is used on an example two-passage production bushing adapted for controlled steady or dynamic flow through one or both flow paths. Finally, some nonlinear flow properties of a typical hydraulic bushing's flow passages are given.
液压衬套的动态特性通常采用低阶集总参数模型在时域和频域中建模,通常假设其流体通道中有稳定的发展流动,而现场流动条件不太可能满足此类标准。液压衬套在涉及这些流动特性的非线性相互作用中表现出调谐特性,因此需要在实际流动条件下对底层物理进行更高分辨率的描述。本文讨论了一种分离生产衬套中流体通道特征的方法,以便对稳定、振荡和瞬态流动进行实验表征。通过更精确地确定每个流道对非线性系统响应的贡献,期望在时间和频率域中产生更强大的动态响应模型。提出了一种能够产生稳态和动态流动的装置,并给出了一些验证数据来证明实验的功能。该方法面临一些挑战,包括系统的水力顺应性和空化。流量测试装置用于示例双通道生产衬套,适用于通过一个或两个流道的受控稳定或动态流动。最后给出了典型液压衬套流道的非线性流动特性。
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引用次数: 0
A constrained multi-channel hear-through filter design approach using active control formulations 使用主动控制公式的约束多通道透听滤波器设计方法
4区 工程技术 Q4 ACOUSTICS Pub Date : 2023-09-01 DOI: 10.3397/1/377133
Juhyung Kim, Yongjie Zhuang, Yangfan Liu
In many daily communication environments, especially during a pandemic era, partitioning structures are placed between people for security or virus concerns, for example, partitions in classrooms, banks, and retail stores. Distortion occurs when sound propagates through these partitions, which can cause distractions in communication and degrade the service quality. In the current work, a constrained multi-channel active hear-through system is proposed to provide a solution to provide more natural sound communication environments and prevent sound distortions due to partitioning structures. The proposed method can preserve both the spectrum and the spatial distribution of the original sound field (the sound field when the partition is absent). This research opens the potential for future development of multi-channel two-way communication systems and improvement in existing augmented reality techniques. Experimental results show that, compared with the traditional direct inverse filter design method, the proposed method can reduce the comb-filtering effect effectively. The constraints applied to the filter design procedure can also prevent instability caused by the acoustic feedback loop.
在许多日常通信环境中,特别是在大流行时期,出于安全或病毒考虑,人与人之间设置了隔离结构,例如教室、银行和零售商店的隔离结构。当声音通过这些分区传播时会发生失真,这会导致通信干扰并降低服务质量。在目前的工作中,提出了一种受约束的多通道有源透听系统,以提供更自然的声音通信环境,并防止由于分割结构造成的声音失真。该方法既保留了原始声场的频谱分布,又保留了原始声场(无分割时的声场)的空间分布。这项研究为未来多通道双向通信系统的发展和现有增强现实技术的改进开辟了潜力。实验结果表明,与传统的直接反滤波设计方法相比,该方法能有效降低梳状滤波效果。应用于滤波器设计过程的约束也可以防止由声学反馈回路引起的不稳定。
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引用次数: 0
Band gaps in an acoustic metamaterial composed of resonator with elastic support 具有弹性支撑的谐振腔组成的声学超材料中的带隙
IF 0.4 4区 工程技术 Q4 ACOUSTICS Pub Date : 2023-07-01 DOI: 10.3397/1/377121
Shengping Fan, Jing Li, Linyong Li, Xiaopeng Fan, Hualiang Li, Nansha Gao
In this paper, the band gaps in a mass-spring structure composed of resonator with elastic support are investigated. The band structure, effective parameters, and transmission spectra of the acoustic metamaterials are calculated numerically. The numerical results show that the elastic support and resonator in the structure generate the first and the second band gap, respectively. The effective parameters are analyzed to reveal the nature of this phenomenon and calculated to obtain the edge frequencies of band gaps. The transmission spectra are in accordance with the complex band structure. It is found that the attenuation factor is non-zero in band gap, and it determines the shape and magnitude of transmission ratio in band gap. The influences of the structural parameters on the band structure and attenuation factor are investigated numerically. Numerical results show that the band structure can be modulated by changing the structural parameters, and the topological structure will be changed when those parameters change greatly.
本文研究了由弹性支承谐振器组成的质量弹簧结构中的带隙问题。数值计算了声学超材料的能带结构、有效参数和透射光谱。数值结果表明,结构中的弹性支撑和谐振器分别产生第一和第二带隙。分析了有效参数以揭示这种现象的本质,并计算了带隙的边缘频率。透射光谱符合复杂的能带结构。研究发现,带隙中的衰减因子是非零的,它决定了带隙中传输比的形状和大小。数值研究了结构参数对能带结构和衰减因子的影响。数值结果表明,通过改变结构参数可以对能带结构进行调制,当这些参数变化较大时,拓扑结构也会发生变化。
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引用次数: 0
Case study: Noise attenuating performance of perforated corrugated lined straight-through perforated pipe-resistant muffler 案例研究:穿孔波纹内衬直通穿孔管消声器的噪声衰减性能
4区 工程技术 Q4 ACOUSTICS Pub Date : 2023-07-01 DOI: 10.3397/1/377123
Zhenhua Hou, Qigan Wang, Tengfei Si, Shiqiang Zhang
Noise of internal combustion engine is the main source of noise pollution, and mufflers are the main means to reduce exhaust noise of internal combustion engine. In the process of improving the acoustic performance of the exhaust muffler based on the three-dimensional numerical method, the influence of the high speed and high temperature airflow discharged by the engine in the actual working process on the acoustic performance of the exhaust muffler is often ignored, which leads to the obvious deviation between the predicted results and the actual situation. In this paper, based on the structural optimization design of the straight-through perforated pipe resistance muffler, the noise characteristics of the straight-through perforated pipe resistance muffler with perforated corrugated lining was analyzed considering the airflow velocity and temperature inside the muffler. The influence of temperature and velocity fields on the acoustic performance of muffler was studied by using numerical simulation method, which takes the solution results inside muffler as boundary conditions of sound field analysis. The influence of changing the internal structure of muffler on the aerodynamic performance of muffler was discussed, and the pressure loss is analyzed. The research has shown that adding perforated corrugated lining inside muffler could effectively improve the transmission loss of muffler and the noise reduction performance of prototype straight-through perforated pipe-resistant muffler.
内燃机噪声是噪声污染的主要来源,消声器是降低内燃机排气噪声的主要手段。在基于三维数值方法改进排气消声器声学性能的过程中,往往忽略了发动机在实际工作过程中排放的高速高温气流对排气消声器声学性能的影响,导致预测结果与实际情况存在明显偏差。本文在对直通式多孔管阻力消声器进行结构优化设计的基础上,分析了考虑消声器内气流速度和温度的多孔波纹衬里直通式多孔管阻力消声器的噪声特性。采用数值模拟方法研究了温度场和速度场对消声器声学性能的影响,并将消声器内部的求解结果作为声场分析的边界条件。讨论了改变消声器内部结构对消声器气动性能的影响,并对压力损失进行了分析。研究表明,在消声器内添加穿孔波纹衬里可以有效改善消声器的传递损失,提高原型直通穿孔管消声器的降噪性能。
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引用次数: 0
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Noise Control Engineering Journal
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