Applied Acoustics最新文献

筛选
英文 中文
Passive acoustic bearing estimation of underwater gas leak using single vector hydrophone
IF 3.4 2区 物理与天体物理
Applied Acoustics Pub Date : 2025-02-27 DOI: 10.1016/j.apacoust.2025.110623
Kefan Yang , Tian Zhou , Juan Hui , Chao Xu
{"title":"Passive acoustic bearing estimation of underwater gas leak using single vector hydrophone","authors":"Kefan Yang ,&nbsp;Tian Zhou ,&nbsp;Juan Hui ,&nbsp;Chao Xu","doi":"10.1016/j.apacoust.2025.110623","DOIUrl":"10.1016/j.apacoust.2025.110623","url":null,"abstract":"<div><div>Passive acoustic technology is a cost-effective and reliable method for long-term monitoring of submarine gas leaks. However, bearing estimation using a single scalar hydrophone is not feasible, and the deployment of scalar hydrophone arrays is limited due to their large size. In this paper, a local confidence twice-weighted cross-spectral histogram algorithm (LCTW-CHA) based on a single vector hydrophone is proposed for estimating the bearing of the leak. The method involves collecting bubble acoustic signals by a single vector hydrophone and using the conjugate cross-spectrum to determine both the bearing and sound energy flow at each time-frequency point. The sound energy flow is weighted based on local confidence and histogram analysis is then twice weighted by these values, thereby determining the bearing of the leak. Simulation and experimental results demonstrate that LCTW-CHA provides higher accuracy and stability in bearing estimation for underwater gas leaks compared to traditional single-vector hydrophone direction of arrival estimation algorithms.</div></div>","PeriodicalId":55506,"journal":{"name":"Applied Acoustics","volume":"233 ","pages":"Article 110623"},"PeriodicalIF":3.4,"publicationDate":"2025-02-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143510690","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Topological rainbow trapping and broadband piezoelectric energy harvesting of acoustic waves in gradient phononic crystals with coupled interfaces
IF 3.4 2区 物理与天体物理
Applied Acoustics Pub Date : 2025-02-27 DOI: 10.1016/j.apacoust.2025.110630
Xiao-Lei Tang , Xue-Qian Zhang , Tian-Xue Ma , Miso Kim , Yue-Sheng Wang
{"title":"Topological rainbow trapping and broadband piezoelectric energy harvesting of acoustic waves in gradient phononic crystals with coupled interfaces","authors":"Xiao-Lei Tang ,&nbsp;Xue-Qian Zhang ,&nbsp;Tian-Xue Ma ,&nbsp;Miso Kim ,&nbsp;Yue-Sheng Wang","doi":"10.1016/j.apacoust.2025.110630","DOIUrl":"10.1016/j.apacoust.2025.110630","url":null,"abstract":"<div><div>Topological phononic crystals (PCs) offer an innovative method for manipulating acoustic or elastic waves. In this study, we introduce the gradient PC structures with coupled interfaces, specifically designed to achieve topological rainbow trapping and broadband acoustic energy harvesting. By leveraging the geometric symmetry of PC unit cells, we merge two PCs with distinct topological phases to create coupled topological interfaces. Gradient modulation of structural parameters along the coupled interfaces induces rainbow trapping, where acoustic waves are spatially separated by frequency. The numerical and experimental results indicate that the acoustic waves of various frequencies are halted and magnified at distinct locations within the coupled interfaces. Compared to the bare harvester, the topological PC energy harvester markedly increases output power across a range of excitation frequencies, with a maximum amplification ratio of 91 observed in experiments. Furthermore, the topological rainbow trapping is robust against random structural disorders. The coupled interfaces exhibit broadband and multimodal capabilities, holding potential for various applications including selective filtering and enhanced sensing.</div></div>","PeriodicalId":55506,"journal":{"name":"Applied Acoustics","volume":"233 ","pages":"Article 110630"},"PeriodicalIF":3.4,"publicationDate":"2025-02-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143510692","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Low-frequency absorption band in a thin acoustic metamaterial using acoustic black hole termination
IF 3.4 2区 物理与天体物理
Applied Acoustics Pub Date : 2025-02-27 DOI: 10.1016/j.apacoust.2025.110595
Gauthier Bezançon , Maël Lopez , Olivier Doutres , Raymond Panneton , Thomas Dupont
{"title":"Low-frequency absorption band in a thin acoustic metamaterial using acoustic black hole termination","authors":"Gauthier Bezançon ,&nbsp;Maël Lopez ,&nbsp;Olivier Doutres ,&nbsp;Raymond Panneton ,&nbsp;Thomas Dupont","doi":"10.1016/j.apacoust.2025.110595","DOIUrl":"10.1016/j.apacoust.2025.110595","url":null,"abstract":"<div><div>The proposed metamaterial is a multi-pancake absorber, composed of periodically arranged thin annular cavities, with an alternative main pore profile that combines a constant section and an acoustic black hole termination to achieve an effective absorption band at low frequencies. The constant section at the opening enables low-frequency sound absorption, while the short acoustic black hole termination allows absorption band without a high-frequency shift. An equivalent mass-spring model using a single equivalent stiffness to represent the whole constant main pore section is proposed. This approach simplifies modeling and reduces computation time while capturing the metamaterial’s multiple resonances and visualizing mass velocities at resonance frequencies, providing insight into its acoustic behavior. Validation is carried out using thermo-visco-acoustic finite element simulations and impedance tube measurements. First, profiles with an acoustic black hole termination of one to three main pores are studied to gain insight into the formation of combined modes and their impact on absorption. Next, optimizations are performed to achieve broadband absorption, resulting in the two best profiles. The first profile exhibits a 300 Hz absorption band starting at 550 Hz, while the second achieves a broader 500 Hz band at slightly higher frequencies, for a 3-cm thick material.</div></div>","PeriodicalId":55506,"journal":{"name":"Applied Acoustics","volume":"233 ","pages":"Article 110595"},"PeriodicalIF":3.4,"publicationDate":"2025-02-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143510689","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Lattice-structured, microperforated panel with high perforation ratio for broadband sound absorber
IF 3.4 2区 物理与天体物理
Applied Acoustics Pub Date : 2025-02-27 DOI: 10.1016/j.apacoust.2025.110629
O-Chang Kwon , Gibaek Kim , Seok Chung , Sung Hoon Kang , Myoung-Woon Moon
{"title":"Lattice-structured, microperforated panel with high perforation ratio for broadband sound absorber","authors":"O-Chang Kwon ,&nbsp;Gibaek Kim ,&nbsp;Seok Chung ,&nbsp;Sung Hoon Kang ,&nbsp;Myoung-Woon Moon","doi":"10.1016/j.apacoust.2025.110629","DOIUrl":"10.1016/j.apacoust.2025.110629","url":null,"abstract":"<div><div>A microperforated panel (MPP), in the form of a distributed Helmholtz resonator, has submillimeter holes on a planar panel, inducing high sound absorption at a single peak within a narrow frequency range. However, broadening the bandwidth and reducing the volume of an MPP to the subwavelength scale is necessary to expand its application in room acoustics, transport, and aerospace engineering industries. In this work, we propose a lattice-structured MPP (LMPP) with a smaller perforation size and higher perforation ratio, which demonstrates high absorption performance at the subwavelength scale. By tuning the material flow rate in a fused deposition modeling-type three-dimensional printing process, LMPPs were easily fabricated with a small perforation of 0.05 ∼ 0.4 mm in square configuration and a perforation ratio range of 0.65 ∼ 41.50 %. The fabricated LMPP showed a high sound absorption coefficient (α &gt; 0.9) with a wider bandwidth at mid- and high-frequencies (800–4,000 Hz) owing to the lower resistance and better impedance matching on the panel surfaces. Furthermore, inhomogeneous LMPPs (iLMPPs) were fabricated by arranging LMPPs with different perforation sizes in parallel. Owing to the overlapping effect of the resonance peaks of each sub-LMPP, iLMPP exhibited broad absorption characteristic of the effective absorption bandwidth over 4,635 Hz at the first peak frequency of 2,234 Hz, resulting in an overall subwavelength (&lt;λ/10) thickness of 11 mm. The additively fabricated LMPPs exhibited strong advantages with easy tuning of the perforation geometry or distribution, which could be effective for various applications requiring smaller volumes or complex geometries.</div></div>","PeriodicalId":55506,"journal":{"name":"Applied Acoustics","volume":"233 ","pages":"Article 110629"},"PeriodicalIF":3.4,"publicationDate":"2025-02-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143510691","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Reconfigurable phase-only acoustic holography with surrogate model based on soft-GAN
IF 3.4 2区 物理与天体物理
Applied Acoustics Pub Date : 2025-02-26 DOI: 10.1016/j.apacoust.2025.110625
Qingyi Lu , Chengxi Zhong , Hu Su , Song Liu
{"title":"Reconfigurable phase-only acoustic holography with surrogate model based on soft-GAN","authors":"Qingyi Lu ,&nbsp;Chengxi Zhong ,&nbsp;Hu Su ,&nbsp;Song Liu","doi":"10.1016/j.apacoust.2025.110625","DOIUrl":"10.1016/j.apacoust.2025.110625","url":null,"abstract":"<div><div>Acoustic holography (AH) has shown great potential for application in various fields, including biomedical, lab-on-a-chip, and industrial scenarios, due to its advantages of high penetration ability, versatility in operating mediums, low energy consumption, and excellent biocompatibility. In this paper, we propose a phase-only acoustic holography (POAH) algorithm with a novel surrogate model based on soft-GAN to dynamically construct reconfigurable acoustic field patterns. Specifically, the acoustic field is encoded onto the phase-only profile of a phased array of transducers (PAT), enabling high-fidelity acoustic field reconstruction. Benefiting from the concept of physics-based deep learning (PBDL), we incorporate a well-defined physics rule with a generative learning method, thereby eliminating the need for an annotated POAH dataset. Moreover, a soft evaluation scheme is proposed to enhance the algorithm’s flexible exploration capability. Experimental results on various acoustic field patterns demonstrate the effectiveness of the proposed algorithm, showing superior accuracy and real-time performance in constructing acoustic holograms. These results suggest significant potential for precise and contactless physical applications.</div></div>","PeriodicalId":55506,"journal":{"name":"Applied Acoustics","volume":"233 ","pages":"Article 110625"},"PeriodicalIF":3.4,"publicationDate":"2025-02-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143488798","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Low-frequency broadband acoustic absorption characteristics of honeycomb-type gradient perforated porous acoustic metamaterials paired with embedded necks
IF 3.4 2区 物理与天体物理
Applied Acoustics Pub Date : 2025-02-26 DOI: 10.1016/j.apacoust.2025.110626
Xiaoang Liu , Dongyang Li , Liting He , Chenguang Gu , Long Chen , Hao Li , Yat Sze Choy
{"title":"Low-frequency broadband acoustic absorption characteristics of honeycomb-type gradient perforated porous acoustic metamaterials paired with embedded necks","authors":"Xiaoang Liu ,&nbsp;Dongyang Li ,&nbsp;Liting He ,&nbsp;Chenguang Gu ,&nbsp;Long Chen ,&nbsp;Hao Li ,&nbsp;Yat Sze Choy","doi":"10.1016/j.apacoust.2025.110626","DOIUrl":"10.1016/j.apacoust.2025.110626","url":null,"abstract":"<div><div>Conventional acoustic structures struggle to achieve a balance between low-frequency and broadband absorption while preserving structural compactness at frequencies below 500 Hz. In this paper, a novel honeycomb-type gradient perforated porous acoustic metamaterial paired with an embedded neck is proposed. An analytical model of the sound absorption coefficient of metamaterials is developed based on the homogenized equivalent method, with a comparison between finite elements and experimental results. The results indicate that a new energy compensation mechanism is discovered in this structure: the porous material with gradual perforation replaces the neck as the main dissipation source, which greatly increases the tunable acoustic absorption of the metamaterial. In addition, the proposed metamaterial achieves excellent acoustic absorption at low frequency 265 Hz with a relative absorption bandwidth of 58.5 % while maintaining a compact structure thickness of just 52 mm. Compared with the perforated plate structure, the embedded neck design reduces the thickness of the metamaterial structure by 21.2 %. The acoustic absorption coefficient α &gt; 0.9 within the frequency range of 268 Hz to 473 Hz was achieved through the connection of seven cells in parallel. The acoustic metamaterials presented in this paper provide an innovative solution for low-frequency noise control on the sub-wavelength scale.</div></div>","PeriodicalId":55506,"journal":{"name":"Applied Acoustics","volume":"233 ","pages":"Article 110626"},"PeriodicalIF":3.4,"publicationDate":"2025-02-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143488797","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Two-way voice feature representation for disease detection based on voice using 1D and 2D deep convolution neural network
IF 3.4 2区 物理与天体物理
Applied Acoustics Pub Date : 2025-02-25 DOI: 10.1016/j.apacoust.2025.110615
Narendra Wagdarikar , Sonal Jagtap
{"title":"Two-way voice feature representation for disease detection based on voice using 1D and 2D deep convolution neural network","authors":"Narendra Wagdarikar ,&nbsp;Sonal Jagtap","doi":"10.1016/j.apacoust.2025.110615","DOIUrl":"10.1016/j.apacoust.2025.110615","url":null,"abstract":"<div><div>Voice pathology deals with detecting diseases with the help of the voice, as diseases significantly impact the voice. Machine learning (ML) and deep learning (DL) schemes have been presented for disease detection using voice. However, the outcomes of the system are limited due to poor spectro-temporal representation, less feature distinctiveness, low-frequency resolution problems, lower detection rates, etc. This article presents voice-based pathology using two-way voice feature representation (TWVFR), which consists of two parallel arms of a Deep Convolution Neural Network (DCNN) for feature representation. The first parallel arm considers the Mel Frequency Cepstral Coefficient Spectrogram (MFCCS), fed to 2-D DCNN to characterize the spectral domain characteristics of the voice signal. The second approach consists of multiple voice features (MVF), such as spectral domain (SD), time domain (TD), and voice quality (VQ) features. The essential features are selected using the Spider Monkey optimization algorithm and given to 1D-DCNN. The last layer features are combined and given to a fully connected layer followed by the Softmax classifier. The Softmax classifier classifies the speech signal into normal and diseased voices. The system outcomes are validated on the Saarbruecken Voice Dataset (SVD) for four class disease classifications: Bulb Paralysis, Cyste, Polyp, and Normal. The suggested TWVFR scheme provides improved overall accuracy of 98.33%, recall of 0.98, precision of 0.98, F1-score of 0.98, selectivity of 0.98, and negative predictive rate of 0.98 compared to existing methods. The TWVFR helps to enhance the feature depiction and provides an overall accuracy of 98.33% than MVF-1D DCNN (95.45%). The suggested TWVFR scheme provides improved overall accuracy of 98.33%, recall of 0.98, precision of 0.98, F1-score of 0.98, selectivity of 0.98, and negative predictive rate of 0.98 compared to existing methods.</div></div>","PeriodicalId":55506,"journal":{"name":"Applied Acoustics","volume":"233 ","pages":"Article 110615"},"PeriodicalIF":3.4,"publicationDate":"2025-02-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143478953","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Feedback control of car cabin noise using sound field compensation
IF 3.4 2区 物理与天体物理
Applied Acoustics Pub Date : 2025-02-25 DOI: 10.1016/j.apacoust.2025.110613
Li Shi, Hongyu Chen, Haishan Zou, Kai Chen, Shuping Wang, Xiaojun Qiu
{"title":"Feedback control of car cabin noise using sound field compensation","authors":"Li Shi,&nbsp;Hongyu Chen,&nbsp;Haishan Zou,&nbsp;Kai Chen,&nbsp;Shuping Wang,&nbsp;Xiaojun Qiu","doi":"10.1016/j.apacoust.2025.110613","DOIUrl":"10.1016/j.apacoust.2025.110613","url":null,"abstract":"<div><div>In this paper, feedback control is adopted to reduce the noise around two ears of a person in a seat in a car with an active noise control headrest system which has two microphones and two loudspeakers installed on the headrest. For each ear side, the microphone is closer to the loudspeaker than the ear and has a short latency in the secondary path, so it is used for feedback control. The target signal for the control is generated by compensating the microphone signal with the spatial property between the microphone and ear positions. Then a servo control system consisting of the secondary source and microphone is employed to follow the target signal, and noise reduction at the ear position is realized when the difference between the target signal and output of the servo control system is minimized. The noise reduction at the ear position obtained with this compensated target control signal (referred to as the compensation control) is compared with that from applying feedback control directly to the microphone (referred to as the direct control). Both simulation results using recorded road noise in an electric car cabin and the real-time experiment results on road are presented to demonstrate that the compensation control can achieve higher noise reduction than the direct control at the ear positions.</div></div>","PeriodicalId":55506,"journal":{"name":"Applied Acoustics","volume":"233 ","pages":"Article 110613"},"PeriodicalIF":3.4,"publicationDate":"2025-02-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143478956","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Experimental observation of reflected acoustic beam tilting with temperature in quasi-collinear acousto-optic filters
IF 3.4 2区 物理与天体物理
Applied Acoustics Pub Date : 2025-02-25 DOI: 10.1016/j.apacoust.2025.110632
Sergey N. Mantsevich , Ekaterina I. Kostyleva , Konstantin B. Yushkov , Vladimir Ya. Molchanov
{"title":"Experimental observation of reflected acoustic beam tilting with temperature in quasi-collinear acousto-optic filters","authors":"Sergey N. Mantsevich ,&nbsp;Ekaterina I. Kostyleva ,&nbsp;Konstantin B. Yushkov ,&nbsp;Vladimir Ya. Molchanov","doi":"10.1016/j.apacoust.2025.110632","DOIUrl":"10.1016/j.apacoust.2025.110632","url":null,"abstract":"<div><div>This paper is devoted to the experimental investigation of temperature influence on the acoustic beam reflection in quasi-collinear acousto-optic (AO) tunable filters, fabricated on the base of paratellurite crystal. Such AO devices apply acoustic beam reflection from the input optical facet in such a way that the reflected beam Poynting vector is collinear to the incident optical radiation wave vector. This allows achieving abnormally high AO interaction length and consequently both high diffraction efficiency and spectral resolution and to realize the multi-frequency diffraction applied for ultrashort laser pulse spectrum and phase control. Due to the acoustic power absorption, the significant heating of AO crystal near the reflecting facet is observed.</div><div>The crystal heating affects the acoustic beam reflection condition through the ultrasound velocity variation and causes the reflected beam tilt from the initially chosen direction. The original method of reflected ultrasound beam structure measurement is proposed. The acoustic beams were visualized for various temperatures in two different quasi-collinear AO filters.</div><div>The temperature variation range typical for the quasi-collinear AO filters in multi-frequency operation causes the beam tilt of about 1-2 degrees, depending on the reflection geometry. The beam tilt influence on the quasi-collinear AO filter transmission functions was also studied. It is shown that the observed tilt significantly affects both the AO diffraction efficiency and the transmission functions, changing their shape and bandwidth.</div></div>","PeriodicalId":55506,"journal":{"name":"Applied Acoustics","volume":"233 ","pages":"Article 110632"},"PeriodicalIF":3.4,"publicationDate":"2025-02-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143478955","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Acoustic analysis and data-driven control of vehicle NVH: A framework for manufacturing process optimization
IF 3.4 2区 物理与天体物理
Applied Acoustics Pub Date : 2025-02-25 DOI: 10.1016/j.apacoust.2025.110618
Daehun Song , Seongeun Hong , Changyong Ha , Young Eun Song
{"title":"Acoustic analysis and data-driven control of vehicle NVH: A framework for manufacturing process optimization","authors":"Daehun Song ,&nbsp;Seongeun Hong ,&nbsp;Changyong Ha ,&nbsp;Young Eun Song","doi":"10.1016/j.apacoust.2025.110618","DOIUrl":"10.1016/j.apacoust.2025.110618","url":null,"abstract":"<div><div>This study introduces a comprehensive data-driven framework for acoustic analysis and control of noise, vibration, and harshness (NVH) in vehicle manufacturing. By integrating advanced techniques such as Transfer Path Analysis (TPA) and Operational Transfer Path Analysis (OTPA) with big data analytics, the framework systematically identifies and mitigates critical noise and vibration sources across key frequency ranges. Experimental validation demonstrated a 47% reduction in physical testing and a 28% shorter optimization cycle, improving vehicle interior acoustic performance. The proposed approach provides a scalable solution for sustainable NVH management by reducing resource consumption and supporting data-driven decision-making in manufacturing processes. These findings underscore the framework's adaptability to various manufacturing environments and its contribution to advancing efficient NVH optimization practices in modern vehicle design.</div></div>","PeriodicalId":55506,"journal":{"name":"Applied Acoustics","volume":"233 ","pages":"Article 110618"},"PeriodicalIF":3.4,"publicationDate":"2025-02-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143478954","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
相关产品
×
本文献相关产品
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信