Enhancing Acoustic Leak Detection with Data Augmentation: Overcoming Background Noise Challenges
A leak detection method is developed for leaks typically encountered in industrial production. Leaks of 1 mm diameter and less are considered at operating pressures up to 10 bar. The system uses two separate datasets—one for the leak noises and the other for the background noises—both are linked usi...
Saved in:
Main Authors: | Deniz Quick, Jens Denecke, Jürgen Schmidt |
---|---|
Format: | Article |
Language: | English |
Published: |
MDPI AG
2025-06-01
|
Series: | AI |
Subjects: | |
Online Access: | https://www.mdpi.com/2673-2688/6/7/136 |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
-
Acoustical Analysis of Enclosure as Initial Approach to Vehicle Induced Noise Analysis Comparatevely Using STFT and Wavelets
by: Andrzej BŁAŻEJEWSKI, et al.
Published: (2014-11-01) -
Active Acoustics in Concert Halls – A New Approach
by: Wieslaw WOSZCZYK
Published: (2014-01-01) -
Acoustics and noise control
by: Smith, B. J. (Brian John)
Published: (1981) -
Research on Airflow Background Noise Suppression for Aeroacoustic Wind Tunnel Testing
by: Yuanwen Li, et al.
Published: (2022-06-01) -
Design for good acoustics and noise control /
by: Moore, John Edwin
Published: (1978)