A Hybrid GAN-Inception Deep Learning Approach for Enhanced Coordinate-Based Acoustic Emission Source Localization

In this paper, we propose a novel approach to coordinate-based acoustic emission (AE) source localization to address the challenges of limited and imbalanced datasets from fiber-optic AE sensors used for structural health monitoring (SHM). We have developed a hybrid deep learning model combining fou...

पूर्ण विवरण

ग्रंथसूची विवरण

मुख्य लेखकों:	Xuhui Huang, Ming Han, Yiming Deng
स्वरूप:	Artigo
भाषा:	Inglês
प्रकाशित:	MDPI AG 2024-09-01
श्रृंखला:	Applied Sciences
विषय:	acoustic emission structural health monitoring generative adversarial network acoustic emission source localization data augmentation fiber optics sensor
ऑनलाइन पहुंच:	https://www.mdpi.com/2076-3417/14/19/8811
टैग:	टैग जोड़ें कोई टैग नहीं, इस रिकॉर्ड को टैग करने वाले पहले व्यक्ति बनें!