High-Resolution Acoustic Imaging and Noise Localisation Based on Non-Synchronous Measurements of Direct-Drive Blower Characteristic Frequencies

In industrial scenarios, direct-drive blowers are essential for operations such as exhaust emission control, air ventilation, compression, and conditioning. Their continuous operation often results in substantial noise pollution. The unusual level of noise is usually associated with mechanical failures or design flaws. This paper focuses on simulated non-synchronous measurements (NSM) for high-resolution acoustic imaging and noise localisation of direct-drive blowers at characteristic fre-quencies. The acoustic imaging results of single measurement and Joint Maximum A Posterior (JMAP) of NSM are compared in the paper. The results indicate that the JMAP of NSM method provides sharper imaging quality with fewer side lobes and higher resolution. The results will be used to guide the application of NSM in industrial scenarios to monitor the direct-drive blowers' operational conditions and optimize noise reduction designs.

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Published
2024-09-21
DOI
https://doi.org/10.1109/icicsp62589.2024.10809357
Primary Topic
Advanced Sensor Technologies Research
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article
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article

High-Resolution Acoustic Imaging and Noise Localisation Based on Non-Synchronous Measurements of Direct-Drive Blower Characteristic Frequencies

Weihua Yang, Ali Mohammad‐Djafari, Caifang Cai, Ning Chu et al.
Advanced Sensor Technologies Research
article

High-Resolution Acoustic Imaging and Noise Localisation Based on Non-Synchronous Measurements of Direct-Drive Blower Characteristic Frequencies

Weihua Yang, Ali Mohammad‐Djafari, Caifang Cai, Ning Chu, Huimin Liu, Liang Yu, Guangyao Fang
article en

Abstract

In industrial scenarios, direct-drive blowers are essential for operations such as exhaust emission control, air ventilation, compression, and conditioning. Their continuous operation often results in substantial noise pollution. The unusual level of noise is usually associated with mechanical failures or design flaws. This paper focuses on simulated non-synchronous measurements (NSM) for high-resolution acoustic imaging and noise localisation of direct-drive blowers at characteristic fre-quencies. The acoustic imaging results of single measurement and Joint Maximum A Posterior (JMAP) of NSM are compared in the paper. The results indicate that the JMAP of NSM method provides sharper imaging quality with fewer side lobes and higher resolution. The results will be used to guide the application of NSM in industrial scenarios to monitor the direct-drive blowers' operational conditions and optimize noise reduction designs.

Northwestern Polytechnical University (CN), Zhejiang Shangfeng Industry (China) (CN), Taiyuan University of Technology (CN)
Affordable and clean energy
Openalex Percentile: Top 77%
Advanced Sensor Technologies Research
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