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Acoustic Analysis of a Hybrid Propulsion System for Drone Applications 无人机应用的混合推进系统声学分析
Pub Date : 2024-07-25 DOI: 10.3390/acoustics6030038
Mădălin Dombrovschi, Marius Deaconu, L. Cristea, T. Frigioescu, G. Cican, G. Badea, Andrei Totu
This paper aims to conduct an acoustic analysis through noise measurements of a hybrid propulsion system intended for implementation on a drone, from which the main noise sources can be identified for further research on noise reduction techniques. Additionally, the noise was characterized by performing spectral analysis and identifying the tonal components that contribute to the overall noise. The propelling force system consists of a micro-turboshaft coupled with a gearbox connected to an electric generator. The propulsion system consists of a micro-turboshaft coupled with a gearbox connected to an electric generator. The electric current produced by the generator powers an electric ducted fan (EDF). The engineturbo-engine was tested in free-field conditions for noise generation at different speeds, and for this, an array of microphones was installed, positioned polarly around the system and near the intake and exhaust. Consequently, based on the test results, the acoustic directivity was plotted, revealing that the highest noise levels are at the front and rear of the engine. The noise level at a distance of 1.5 m from the turboengine exceeds 90 dBA at all tested speeds. Spectral analyses of both the far-field acoustic signals (measured with a polar microphone array) and the near-field signals (microphones positioned near the intake and exhaust) revealed that the primary contributors to the overall noise are the micromotor’s compressor, specifically the gas dynamic phenomena in the fan (BPF and 2× BPF). Thus, it was determined that at the intake level, the main noise contribution comes from the high-frequency components of the compressor, while at the exhaust level, the noise mainly originates from the combustion chamber, characterized by low-frequency components (up to 2 kHz). The findings from this study have practical applications in the design and development of quieter drone propulsion systems. By identifying and targeting the primary noise sources, engineers can implement effective noise reduction strategies, leading to drones that are less disruptive in urban environments and other noise-sensitive areas. This can enhance the acceptance and deployment of drone technology in various sectors, including logistics, surveillance, and environmental monitoring.
本文旨在通过对无人机混合推进系统的噪声测量进行声学分析,从中找出主要噪声源,以便进一步研究降噪技术。此外,还通过进行频谱分析,确定了造成整体噪声的音调成分,从而确定了噪声的特征。推进力系统由一个微型涡轮轴和一个与发电机相连的齿轮箱组成。推进力系统由一个微型涡轮轴和一个与发电机相连的齿轮箱组成。发电机产生的电流为电动管道风扇(EDF)提供动力。在自由场条件下,对发动机涡轮增压发动机在不同速度下产生的噪音进行了测试,为此安装了一个传声器阵列,极性地安装在系统周围以及进气口和排气口附近。因此,根据测试结果绘制了声学指向性图,显示发动机前部和后部的噪声水平最高。在所有测试速度下,距离涡轮发动机 1.5 米处的噪音水平都超过了 90 dBA。对远场声学信号(用极性传声器阵列测量)和近场信号(传声器安装在进气口和排气口附近)的频谱分析表明,总体噪声的主要贡献者是微电机的压缩机,特别是风扇中的气体动力现象(BPF 和 2× BPF)。因此可以确定,在进气口,主要噪声来自压缩机的高频成分,而在排气口,噪声主要来自燃烧室,其特征是低频成分(高达 2 kHz)。这项研究的结果可实际应用于设计和开发更安静的无人机推进系统。通过识别和锁定主要噪声源,工程师可以实施有效的降噪策略,从而减少无人机在城市环境和其他噪声敏感区域的干扰。这可以提高无人机技术在物流、监控和环境监测等各个领域的接受度和部署。
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引用次数: 0
A Study on Adaptive Implicit–Explicit and Explicit–Explicit Time Integration Procedures for Wave Propagation Analyses 关于用于波传播分析的自适应隐式-显式和显式-隐式时间积分程序的研究
Pub Date : 2024-07-23 DOI: 10.3390/acoustics6030036
Delfim Soares, Isabelle de Souza Sales, Lucas Ruffo Pinto, W. Mansur
This study delves into the effectiveness of two time integration techniques, namely the adaptive implicit–explicit (imp–exp) and explicit–explicit (exp–exp) methods, which stand as efficient formulations for tackling intricate systems characterized by multiple time scales. The imp–exp technique combines implicit and explicit procedures by employing implicit formulations for faster components and explicit calculations for slower ones, achieving high accuracy and computational efficiency. Conversely, the exp–exp method, a variation of explicit methods with sub-cycling, excels in handling locally stiff systems by employing smaller sub-steps to resolve rapid changes while maintaining stability. For both these approaches, numerical damping may be activated by adaptive time integration parameters, allowing numerical dissipation to be locally applied, if necessary, as a function of the considered discrete model and its computed responses, enabling a highly effective numerical dissipative algorithm. Furthermore, both these techniques stand as very simple and straightforward formulations as they rely solely on single-step displacement–velocity relations, describing truly self-starting procedures, and they stand as entirely automated methodologies, requiring no effort nor expertise from the user. This work provides comparative studies of the adaptive imp–exp and exp–exp approaches to assess their accuracy and efficiency across a wide range of scenarios, with emphasis on geophysical applications characterized by multiscale problems, aiming to establish under which circumstances one approach should be preferred over the other.
本研究深入探讨了两种时间积分技术的有效性,即自适应隐式-显式(imp-exp)和显式-显式(exp-exp)方法,这两种方法是处理以多时间尺度为特征的复杂系统的高效公式。imp-exp 技术结合了隐式和显式程序,对速度较快的部分采用隐式计算,对速度较慢的部分采用显式计算,从而实现了高精度和计算效率。相反,exp-exp 方法是显式方法与子循环的一种变体,通过采用较小的子步骤来解决快速变化,同时保持稳定,从而在处理局部僵化系统方面表现出色。对于这两种方法,数值阻尼可通过自适应时间积分参数激活,允许在必要时局部应用数值耗散,作为所考虑的离散模型及其计算响应的函数,从而实现高效的数值耗散算法。此外,这两种技术都是非常简单直接的公式,因为它们只依赖于单步位移-速度关系,描述了真正的自启动程序,而且它们是完全自动化的方法,用户无需付出任何努力,也无需专业知识。这项工作对自适应 imp-exp 和 exp-exp 方法进行了比较研究,以评估它们在各种情况下的准确性和效率,重点是以多尺度问题为特征的地球物理应用,旨在确定在哪些情况下一种方法应优于另一种方法。
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引用次数: 0
Silent Neonatal Incubators, Prototype Nica+ 无声新生儿培养箱,原型 Nica+
Pub Date : 2024-07-15 DOI: 10.3390/acoustics6030035
R. Hernández-Molina, Virginia Puyana-Romero, Juan Luis Beira-Jiménez, Arturo Morgado-Estévez, Rafael Bienvenido-Bárcena, Francisco Fernández-Zacarías
Objectives: The purpose of this study was to evaluate and compare the noise levels in current incubator models and a prototype designed to improve acoustic comfort in neonatal incubators. Methods: Tests were carried out on three different models of incubators and a prototype called Neonatal Incubator Acoustic Comfort Class (NICA). The tests measured both internal and external sound pressure levels under laboratory conditions. The noise index has been taken as the A-weighted equivalent continuous sound pressure level (LAeq,T) for a time interval of 1 min. Results: The results obtained show variations between the different models of incubators, although, overall, they are high values (around 56/60 dBA). The results prove that premature newborns under normal conditions of using these incubators are exposed to noise levels above international recommendations. The new incubator design minimizes noise generation and generates noise levels lower than international recommendations. Conclusions: The results obtained from the prototype (NICA+) show the effectiveness of the proposed design in improving acoustic comfort in neonatal incubators. The data show that the noise levels generated by the prototype under normal operating conditions are significantly lower than international recommendations.
研究目的本研究的目的是评估和比较现有培养箱型号的噪音水平和旨在改善新生儿培养箱声学舒适度的原型。方法:对三种不同型号的培养箱进行测试:对三种不同型号的培养箱和一种名为 "新生儿培养箱声学舒适度"(NICA)的原型进行了测试。测试在实验室条件下测量了内部和外部声压级。噪声指数是指时间间隔为 1 分钟的 A 加权等效连续声压级 (LAeq,T)。结果所获得的结果显示,不同型号的培养箱之间存在差异,但总体而言,它们的数值都很高(约 56/60 dBA)。结果证明,在正常使用这些培养箱的情况下,早产新生儿受到的噪音水平高于国际建议水平。新型婴儿培养箱的设计最大限度地减少了噪音的产生,其噪音水平低于国际建议值。结论从原型(NICA+)获得的结果表明,建议的设计能有效改善新生儿培养箱的声学舒适度。数据显示,原型在正常工作条件下产生的噪音水平明显低于国际建议水平。
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引用次数: 0
The Effect of an Emotionalizing Sound Design on the Driver’s Choice of Headway in a Driving Simulator 情绪化声音设计对驾驶模拟器中驾驶员选择车头距离的影响
Pub Date : 2024-06-10 DOI: 10.3390/acoustics6020029
Manuel Petersen, Barbara Deml, Albert Albers
This study investigates the impact of emotionalizing sound design on driving behaviour, focusing on the effect of an acoustic stimulus that varies from positive to negative/threatening based on the vehicle’s time headway (THW). Our primary goal was to explore how this sound influences driving durations within specific THW ranges and the mean THW itself. The experiment utilized a control group and a within-participant setting across simulated driving scenarios. The statistical analysis showed mixed results. While participants in the control group setup did not demonstrate significant reductions in the durations of driving in lower THW ranges, a modest but significant increase in mean THW was observed when the emotionalizing sound was active. However, within-participant comparisons showed both a significant decrease in the duration of driving at lower THWs and an increase in mean THW when the negative stimulus was active, suggesting the stimulus’ effectiveness in promoting safer driving habits. These findings highlight the potential of emotionalizing sound design to influence driver behaviour towards maintaining safer distances, although the impact appears to diminish at higher THW ranges. Future research should further investigate the characteristics of sounds that effectively modify driving behaviour, aiming for broader applications in traffic safety.
本研究调查了情绪化声音设计对驾驶行为的影响,重点是根据车辆的时距(THW)从正面到负面/威胁性变化的声音刺激的效果。我们的主要目标是探索这种声音如何在特定的总时速范围内影响驾驶持续时间,以及总时速本身的平均值。实验在模拟驾驶场景中采用了对照组和参与者内部设置。统计分析结果喜忧参半。虽然在对照组设置中,参与者在较低 THW 范围内的驾驶持续时间并没有明显减少,但当情绪化声音激活时,平均 THW 会有适度但显著的增加。然而,参与者内部的比较显示,当负面刺激起作用时,在较低 THW 范围内驾驶的持续时间明显减少,平均 THW 增加,这表明该刺激在促进更安全的驾驶习惯方面很有效。这些研究结果突显了情感化声音设计在影响驾驶员行为以保持更安全车距方面的潜力,尽管其影响似乎在较高总谐波范围内有所减弱。未来的研究应进一步调查能有效改变驾驶行为的声音特征,以期在交通安全领域有更广泛的应用。
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引用次数: 0
Atmospheric Sound Propagation over Rough Sea: Numerical Evaluation of Equivalent Acoustic Impedance of Varying Sea States 粗糙海面上的大气声传播:不同海况等效声阻抗的数值评估
Pub Date : 2024-05-23 DOI: 10.3390/acoustics6020026
Andrea Vecchiotti, Teresa J. Ryan, Joseph F. Vignola, Diego Turo
This work presents a numerical study on atmospheric sound propagation over rough water surfaces with the aim of improving predictions of sound propagation over long distances. A method for generating pseudorandom sea profiles consistent with sea wave spectra is presented. The proposed method is suited for capturing the logarithmic nature of the energy distribution of the waves. Sea profiles representing fully developed seas for sea states 2, 3, 4, and 5 are generated from the Elfouhaily et al. (ECKV) sea wave spectra. Excess attenuation caused by refraction and surface roughness is predicted with a parabolic equation (PE) solver. A novel method for estimating equivalent effective impedance based on PE predictions at different sea states is presented. Parametric expressions using acoustic frequency and significant wave height are developed for effective surface impedances. In this work, sea surface roughness is on a scale comparable with the acoustic wavelength. Under this condition, the acoustic scattering is primarily incoherent. This work shows the limitations of using an equivalent surface impedance in such incoherent scattering cases.
本研究对粗糙水面上的大气声传播进行了数值研究,目的是改进对长距离声传播的预测。本文提出了一种生成与海浪频谱一致的伪随机海面剖面的方法。所提出的方法适用于捕捉海浪能量分布的对数性质。根据 Elfouhaily 等人 (ECKV) 的海波频谱,生成了代表海况 2、3、4 和 5 的完全发育海的海剖面图。利用抛物线方程(PE)求解器预测了折射和表面粗糙度引起的过量衰减。根据不同海况下的抛物线方程预测,提出了一种估算等效有效阻抗的新方法。利用声频和显波高度为有效表面阻抗建立了参数表达式。在这项工作中,海面粗糙度的尺度与声波波长相当。在这种情况下,声散射主要是非相干的。这项工作显示了在这种非相干散射情况下使用等效表面阻抗的局限性。
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引用次数: 0
Training a Filter-Based Model of the Cochlea in the Context of Pre-Trained Acoustic Models 在预训练声学模型的背景下训练基于滤波器的耳蜗模型
Pub Date : 2024-05-17 DOI: 10.3390/acoustics6020025
Louise Coppieters de Gibson, Philip N. Garner
Auditory research aims in general to lead to understanding of physiological processes. By contrast, the state of the art in automatic speech processing (notably recognition) is dominated by large pre-trained models that are meant to be used as black-boxes. In this work, we integrate a physiologically plausible (albeit simple filter-based) model of the cochlea into a much larger pre-trained acoustic model for speech recognition. We show that the hybrid system can be trained and evaluated with various combinations of fine-tuning and self-supervision. The results broadly show that the system automatically yields structures that are known to work well. Moreover, these structures lack artifacts that were apparent in (our) previous work using less sophisticated neural models. We conclude that the hybrid structure is an appropriate way to proceed in auditory research, more generally allowing the work to take advantage of larger models and databases from which it would not otherwise benefit.
听觉研究的总体目标是了解生理过程。相比之下,自动语音处理(尤其是识别)领域的最新研究成果则是以大型预训练模型为主导,这些模型被当作黑盒子使用。在这项工作中,我们将一个生理上可信的(尽管是基于简单滤波器的)耳蜗模型集成到一个更大的预训练声学模型中,用于语音识别。我们的研究表明,该混合系统可以通过微调和自我监督的不同组合进行训练和评估。结果广泛表明,该系统能自动生成已知效果良好的结构。此外,这些结构缺乏(我们)以前使用不太复杂的神经模型所产生的假象。我们的结论是,混合结构是进行听觉研究的一种合适方法,它能让研究工作更广泛地利用大型模型和数据库,而这些模型和数据库是无法从中获益的。
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引用次数: 0
Enhancing Speaker Recognition Models with Noise-Resilient Feature Optimization Strategies 利用抗噪特征优化策略增强说话人识别模型
Pub Date : 2024-05-14 DOI: 10.3390/acoustics6020024
Neha Chauhan, T. Isshiki, Dongju Li
This paper delves into an in-depth exploration of speaker recognition methodologies, with a primary focus on three pivotal approaches: feature-level fusion, dimension reduction employing principal component analysis (PCA) and independent component analysis (ICA), and feature optimization through a genetic algorithm (GA) and the marine predator algorithm (MPA). This study conducts comprehensive experiments across diverse speech datasets characterized by varying noise levels and speaker counts. Impressively, the research yields exceptional results across different datasets and classifiers. For instance, on the TIMIT babble noise dataset (120 speakers), feature fusion achieves a remarkable speaker identification accuracy of 92.7%, while various feature optimization techniques combined with K nearest neighbor (KNN) and linear discriminant (LD) classifiers result in a speaker verification equal error rate (SV EER) of 0.7%. Notably, this study achieves a speaker identification accuracy of 93.5% and SV EER of 0.13% on the TIMIT babble noise dataset (630 speakers) using a KNN classifier with feature optimization. On the TIMIT white noise dataset (120 and 630 speakers), speaker identification accuracies of 93.3% and 83.5%, along with SV EER values of 0.58% and 0.13%, respectively, were attained utilizing PCA dimension reduction and feature optimization techniques (PCA-MPA) with KNN classifiers. Furthermore, on the voxceleb1 dataset, PCA-MPA feature optimization with KNN classifiers achieves a speaker identification accuracy of 95.2% and an SV EER of 1.8%. These findings underscore the significant enhancement in computational speed and speaker recognition performance facilitated by feature optimization strategies.
本文深入探讨了扬声器识别方法,主要关注三种关键方法:特征级融合、采用主成分分析(PCA)和独立成分分析(ICA)的降维方法,以及通过遗传算法(GA)和海洋捕食者算法(MPA)进行特征优化。这项研究在具有不同噪声水平和说话人数特点的各种语音数据集上进行了全面的实验。令人印象深刻的是,这项研究在不同的数据集和分类器上都取得了卓越的成果。例如,在 TIMIT 咿呀学语噪声数据集(120 个说话人)上,特征融合实现了 92.7% 的出色说话人识别准确率,而各种特征优化技术与 K 近邻(KNN)和线性判别(LD)分类器相结合,实现了 0.7% 的说话人验证等同错误率(SV EER)。值得注意的是,本研究使用 KNN 分类器和特征优化技术,在 TIMIT 咿呀噪音数据集(630 个扬声器)上实现了 93.5% 的扬声器识别准确率和 0.13% 的 SV EER。在 TIMIT 白噪声数据集(120 个和 630 个扬声器)上,利用 PCA 降维和特征优化技术(PCA-MPA)以及 KNN 分类器,扬声器识别准确率分别达到 93.3% 和 83.5%,SV EER 值分别为 0.58% 和 0.13%。此外,在 voxceleb1 数据集上,使用 KNN 分类器的 PCA-MPA 特征优化技术实现了 95.2% 的说话人识别准确率和 1.8% 的 SV EER 值。这些发现表明,特征优化策略大大提高了计算速度和说话人识别性能。
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引用次数: 0
Acoustics, Soundscapes and Sounds as Intangible Heritage 声学、声景和作为非物质遗产的声音
Pub Date : 2024-05-02 DOI: 10.3390/acoustics6020022
Lidia Alvarez-Morales, Margarita Díaz-Andreu
Since UNESCO unveiled its declaration for an integrated approach to safeguarding tangible and intangible cultural heritage in 2003 [...]
自教科文组织于 2003 年发布综合保护物质和非物质文化遗产宣言以来 [......] 。
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引用次数: 0
A Two-Dimensional Liquid Sloshing Analysis in a Partially Filled Complicated-Shape Tank by the Schwarz–Christoffel Transformation 利用施瓦茨-克里斯托弗变换对部分填充的复杂形状储罐中的二维液体荡流进行分析
Pub Date : 2024-04-19 DOI: 10.3390/acoustics6020018
Jing Lü, Xiaolong Zhu, Yang Yu
The nonlinear sloshing of an incompressible fluid with irrotational flow in a complicated-shape tank due to horizontal excitation is studied with a semi-analytical method proposed in this study. In this method, the velocity potential function of a liquid in a complicated-shape tank is estimated by using an approximate analytical transformation function from a complicated-shape region to a rectangular region. This function is obtained through Schwarz–Christoffel mapping and polynomial fitting. Nonlinear dynamic equations for the fluid–structure coupled system are developed based on the Hamilton–Ostrogradskiy principle. Nonlinear kinematic equations for the fluid–structure coupled system are derived based on the relationship between the liquid velocity and the free-surface equation. The Galerkin method is used to convert partial differential equations into ordinary differential equations. When tank movement is given, nonlinear models for the coupled system can be reduced to simple ones for liquid sloshing. Natural frequencies for the coupled system and liquid sloshing are analyzed, and the semi-analytical results agree with the numerical ones calculated with the software DampSlosh. Hydrodynamic forces and moments are also analyzed, and the semi-analytical results agree well with the numerical ones calculated with the Flow3D v10.1.1.
本研究提出了一种半解析方法,用于研究复杂形状水槽中不可压缩流体在水平激振下的非线性荡流。在该方法中,液体在复杂形状水槽中的速度势函数是通过使用从复杂形状区域到矩形区域的近似分析变换函数来估算的。该函数通过 Schwarz-Christoffel 映射和多项式拟合获得。根据 Hamilton-Ostrogradskiy 原理,建立了流固耦合系统的非线性动态方程。根据液体速度与自由表面方程之间的关系,推导出了流固耦合系统的非线性运动方程。采用 Galerkin 方法将偏微分方程转换为常微分方程。当给出水箱运动时,耦合系统的非线性模型可以简化为简单的液体荡动模型。分析了耦合系统和液体荡动的自然频率,半解析结果与 DampSlosh 软件计算的数值结果一致。还分析了流体动力和力矩,半解析结果与使用 Flow3D v10.1.1 软件计算的数值结果非常吻合。
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引用次数: 0
Curvature Correction for Crack Depth Measurement Using Ultrasonic Pulse Velocity 利用超声波脉冲速度测量裂纹深度时的曲率校正
Pub Date : 2024-03-27 DOI: 10.3390/acoustics6020017
Dong Liu, Mengli Wu, D. Donskoy
This study investigates the application of Ultrasonic Pulse Velocity (UPV) for crack depth estimation in cylindrical structures, focusing on two approaches: reference measurement and dual measurement. It addresses the challenge of applying UPV to curved surfaces, a scenario less studied than that of flat surfaces. The paper details the modification of UPV methodologies to account for curvature, presenting analytic solutions and numerical validations for both approaches. The findings reveal that curvature-adjusted equations yield accurate crack depth estimations, enhancing the reliability of UPV in diverse structural contexts. The study contributes to safer and more effective structural health monitoring, particularly in cylindrical infrastructures like columns and foundations.
本研究调查了超声波脉冲速度(UPV)在圆柱形结构裂纹深度估算中的应用,重点关注两种方法:参考测量和双重测量。它解决了将 UPV 应用于曲面的难题,与平面相比,对曲面的研究较少。论文详细介绍了如何修改 UPV 方法以考虑曲率,并给出了两种方法的解析解和数值验证。研究结果表明,经过曲率调整的方程可以准确估计裂纹深度,从而提高 UPV 在各种结构环境中的可靠性。这项研究有助于更安全、更有效地进行结构健康监测,特别是在柱子和地基等圆柱形基础设施中。
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引用次数: 0
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