In-situ monitoring of selective laser melting based on heterogeneous integration of acoustic signals and images

2021 ◽  
Author(s):  
Ye Dongsen ◽  
Zhang Yingjie
Keyword(s):  
Selective Laser Melting ◽  
Acoustic Signals ◽  
In Situ Monitoring ◽  
Heterogeneous Integration ◽  
Laser Melting

In situ monitoring of selective laser melting using plume and spatter signatures by deep belief networks

2018 ◽  
Vol 81 ◽  
pp. 96-104 ◽  
Author(s):  
Dongsen Ye ◽  
Jerry Ying Hsi Fuh ◽  
Yingjie Zhang ◽  
Geok Soon Hong ◽  
Kunpeng Zhu
Keyword(s):  
Selective Laser Melting ◽  
In Situ Monitoring ◽  
Belief Networks ◽  
Deep Belief Networks ◽  
Laser Melting

scholarly journals In situ monitoring methods for selective laser melting additive manufacturing process based on images — A review

China Foundry ◽  
2021 ◽  
Vol 18 (4) ◽  
pp. 265-285
Author(s):  
Bo Wu ◽  
Xiao-yuan Ji ◽  
Jian-xin Zhou ◽  
Huan-qing Yang ◽  
Dong-jian Peng ◽  
...  
Keyword(s):  
Additive Manufacturing ◽  
Selective Laser Melting ◽  
Manufacturing Process ◽  
In Situ Monitoring ◽  
Monitoring Methods ◽  
Laser Melting

scholarly journals Data Treatment of In Situ Monitoring Systems in Selective Laser Melting Machines

2021 ◽  
pp. 2001327
Author(s):  
Pinku Yadav ◽  
Olivier Rigo ◽  
Corinne Arvieu ◽  
Emilie Le Guen ◽  
Eric Lacoste
Keyword(s):  
Selective Laser Melting ◽  
In Situ Monitoring ◽  
Monitoring Systems ◽  
Laser Melting ◽  
Data Treatment

In-situ capture of melt pool signature in selective laser melting using U-Net-based convolutional neural network

2021 ◽  
Vol 68 ◽  
pp. 347-355
Author(s):  
Qihang Fang ◽  
Zhenbiao Tan ◽  
Hui Li ◽  
Shengnan Shen ◽  
Sheng Liu ◽  
...  
Keyword(s):  
Neural Network ◽  
Convolutional Neural Network ◽  
Selective Laser Melting ◽  
Laser Melting ◽  
Melt Pool
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