Laser Welding Penetration Monitoring Based on Time-Frequency Characterization of Acoustic Emission and CNN-LSTM Hybrid Network

In-process penetration monitoring of the pulsed laser welding process remains a great challenge for achieving uniform and reproducible products due to the highly complex nature of the keyhole dynamics within the intense laser-metal interactions. The main purpose of this study is to investigate the f...

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Detalles Bibliográficos
Autores principales: Luo, Zhongyi, Wu, Di, Zhang, Peilei, Ye, Xin, Shi, Haichuan, Cai, Xiaoyu, Tian, Yingtao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9967101/
https://www.ncbi.nlm.nih.gov/pubmed/36837245
http://dx.doi.org/10.3390/ma16041614

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9967101/
https://www.ncbi.nlm.nih.gov/pubmed/36837245
http://dx.doi.org/10.3390/ma16041614

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