Symmetry-Based Data Augmentation Method for Deep Learning-Based Structural Damage Identification

Symmetry-Based Data Augmentation Method for Deep Learning-Based Structural Damage Identification

The big data collected from structural health monitoring systems (SHMs), combined with the rapid advances in machine learning (ML), have enabled data-driven methods in practical SHM applications. These methods typically use ML algorithms to identify patterns within features extracted from data repre...

पूर्ण विवरण

में बचाया:
ग्रंथसूची विवरण
मुख्य लेखकों: Long Li, Xiaoming Tao, Hui Song, Xiaolong Li, Zhilong Ye, Yao Jin, Qiuyu He, Shiyin Wei, Wenli Chen
स्वरूप: लेख
भाषा:अंग्रेज़ी
प्रकाशित: MDPI AG 2025-06-01
श्रृंखला:Infrastructures
विषय:
structural health monitoring
damage identification
deep learning
data augmentation
deep belief network
ऑनलाइन पहुंच:https://www.mdpi.com/2412-3811/10/6/145
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