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...

Deskribapen osoa

Xehetasun bibliografikoak

Egile Nagusiak:	Deniz Quick, Jens Denecke, Jürgen Schmidt
Formatua:	Artigo
Hizkuntza:	Inglês
Argitaratua:	MDPI AG 2025-06-01
Saila:	AI
Gaiak:	convolutional neural networks acoustic leak detection acoustic mixup background noise short-time Fourier transformation chemical plants
Sarrera elektronikoa:	https://www.mdpi.com/2673-2688/6/7/136
Etiketak:	Etiketa erantsi Etiketarik gabe, Izan zaitez lehena erregistro honi etiketa jartzen!