In-situ monitoring laser based directed energy deposition process with deep convolutional neural network

2021 ◽  
Author(s):  
Jiqian Mi ◽  
Yikai Zhang ◽  
Hui Li ◽  
Shengnan Shen ◽  
Yongqiang Yang ◽  
...  
Keyword(s):  
Neural Network ◽  
Convolutional Neural Network ◽  
Energy Deposition ◽  
Deposition Process ◽  
Deep Convolutional Neural Network ◽  
In Situ Monitoring ◽  
Directed Energy Deposition ◽  
Directed Energy

A review on in situ monitoring technology for directed energy deposition of metals

2020 ◽  
Vol 108 (11-12) ◽  
pp. 3437-3463 ◽  
Author(s):  
Zi-jue Tang ◽  
Wei-wei Liu ◽  
Yi-wen Wang ◽  
Kaze Mojtaba Saleheen ◽  
Zhi-chao Liu ◽  
...  
Keyword(s):  
Energy Deposition ◽  
In Situ Monitoring ◽  
Monitoring Technology ◽  
Directed Energy Deposition ◽  
Directed Energy

In-situ monitoring of melt pool images for porosity prediction in directed energy deposition processes

2018 ◽  
Vol 51 (5) ◽  
pp. 437-455 ◽  
Author(s):  
Mojtaba Khanzadeh ◽  
Sudipta Chowdhury ◽  
Mark A. Tschopp ◽  
Haley R. Doude ◽  
Mohammad Marufuzzaman ◽  
...  
Keyword(s):  
Energy Deposition ◽  
In Situ Monitoring ◽  
Melt Pool ◽  
Directed Energy Deposition ◽  
Deposition Processes ◽  
Directed Energy

Precipitation behavior of Nb-Si-based in-situ composite manufactured by laser directed energy deposition

2022 ◽  
Vol 207 ◽  
pp. 114288
Author(s):  
Yunlong Li ◽  
Xin Lin ◽  
Yunlong Hu ◽  
Wentao Yan ◽  
Jerry Ying Hsi Fuh ◽  
...  
Keyword(s):  
Energy Deposition ◽  
Precipitation Behavior ◽  
In Situ Composite ◽  
Directed Energy Deposition ◽  
Directed Energy

Optimisation of process parameters for deposition of colmonoy using directed energy deposition process

2020 ◽  
Vol 26 ◽  
pp. 1108-1112 ◽  
Author(s):  
B.N. Manjunath ◽  
A.R. Vinod ◽  
K. Abhinav ◽  
S.K. Verma ◽  
M. Ravi Sankar
Keyword(s):  
Process Parameters ◽  
Energy Deposition ◽  
Deposition Process ◽  
Directed Energy Deposition ◽  
Directed Energy

How the nozzle position affects the geometry of the melt pool in directed energy deposition process

2019 ◽  
Vol 62 (4) ◽  
pp. 213-217 ◽  
Author(s):  
Abdollah Saboori ◽  
Sara Biamino ◽  
Mariangela Lombardi ◽  
Simona Tusacciu ◽  
Mattia Busatto ◽  
...  
Keyword(s):  
Energy Deposition ◽  
Deposition Process ◽  
Melt Pool ◽  
Directed Energy Deposition ◽  
Nozzle Position ◽  
Directed Energy
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