Automated Damage Detection of (C/C)/Si/SiC Composite Using Vibration Modes with Deep Neural Networks

Discontinuous carbon fiber-carbon matrix composites dispersed Si/SiC matrix composites have complicated microstructures that consist of four phases (C/C, Si, SiC, and C/SiC). The crack stability significantly depends on their geometrical arrangement. Nondestructive evaluation is needed to maintain t...

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Autores principales:	Chihiro Shibata, Naohiro Shichijo, Johei Matsuoka, Yuriko Takeshima, Jenn-Ming Yang, Yoshihisa Tanaka, Yutaka Kagawa
Formato:	article
Lenguaje:	EN
Publicado:	MDPI AG 2021
Materias:	nondestructive evaluation vibration and resonance anomaly detection deep learning convolutional neural networks auto-encoders Technology T Science Q
Acceso en línea:	https://doaj.org/article/6d0d1ed25eaa4f6abfbfe82bcd36d49f
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Automated Damage Detection of (C/C)/Si/SiC Composite Using Vibration Modes with Deep Neural Networks

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