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科研机构
合肥物质科学研究院 [8]
内容类型
期刊论文 [8]
发表日期
2022 [2]
2021 [1]
2020 [2]
2019 [1]
2018 [2]
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Motion feature based melt pool monitoring for selective laser melting process
期刊论文
JOURNAL OF MATERIALS PROCESSING TECHNOLOGY, 2022, 卷号: 303
作者:
Lin, Xin
;
Wang, Qisheng
;
Fuh, Jerry Ying Hsi
;
Zhu, Kunpeng
收藏
  |  
浏览/下载:90/0
  |  
提交时间:2022/03/28
Selective laser melting
Motion feature of melt pool
Intelligent online monitoring
Connected component analysis
K-means clustering
Metal-based additive manufacturing condition monitoring methods: From measurement to control
期刊论文
ISA TRANSACTIONS, 2022, 卷号: 120
作者:
Lin, Xin
;
Zhu, Kunpeng
;
Fuh, Jerry Ying Hsi
;
Duan, Xianyin
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2022/05/16
Metal-based additive manufacturing
Condition monitoring
Measurement and control
Machine learning
Metal-Based Additive Manufacturing Condition Monitoring: A Review on Machine Learning Based Approaches
期刊论文
IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2021
作者:
Zhu, Kunpeng
;
Fuh, Jerry Ying Hsi
;
Lin, Xin
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  |  
浏览/下载:21/0
  |  
提交时间:2022/01/25
Feature extraction
Process monitoring
Three-dimensional printing
Powders
Condition monitoring
Buildings
Metals
Condition monitoring
machine learning
metal-based additive manufacturing (MAM)
Intelligent modeling and monitoring of micro-droplet profiles in 3D printing
期刊论文
ISA TRANSACTIONS, 2020, 卷号: 105
作者:
Lin, Xin
;
Zhu, Kunpeng
;
Zhou, Jinxin
;
Fuh, Jerry Ying Hsi
收藏
  |  
浏览/下载:37/0
  |  
提交时间:2020/11/30
Inkjet 3D printing
Droplet profiles
Monitoring
RBF network
Powder-Bed Fusion Process Monitoring by Machine Vision With Hybrid Convolutional Neural Networks
期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2020, 卷号: 16
作者:
Zhang, Yingjie
;
Soon, Hong Geok
;
Ye, Dongsen
;
Fuh, Jerry Ying Hsi
;
Zhu, Kunpeng
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  |  
浏览/下载:46/0
  |  
提交时间:2020/10/26
Feature extraction
Cameras
Fiber lasers
Laser modes
Convolutional neural nets
Additive manufacturing
condition monitoring
convolutional neural networks (CNNs)
melt-pool-affected zone
powder-bed fusion (PBF)
The investigation of plume and spatter signatures on melted states in selective laser melting
期刊论文
OPTICS AND LASER TECHNOLOGY, 2019, 卷号: 111, 页码: 395-406
作者:
Ye, Dongsen
;
Zhu, Kunpeng
;
Fuh, Jerry Ying Hsi
;
Zhang, Yingjie
;
Soon, Hong Geok
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  |  
浏览/下载:105/0
  |  
提交时间:2019/12/25
Plume
Spatter
Selective laser melting
Monitoring
Melted state detection
In situ monitoring of selective laser melting using plume and spatter signatures by deep belief networks
期刊论文
ISA TRANSACTIONS, 2018, 卷号: 81, 页码: 96-104
作者:
Ye, Dongsen
;
Fuh, Jerry Ying Hsi
;
Zhang, Yingjie
;
Hong, Geok Soon
;
Zhu, Kunpeng
收藏
  |  
浏览/下载:60/0
  |  
提交时间:2019/01/11
Deep belief network
Selective laser melting
Melted state recognition
Plume and patter
Process monitoring
Defect detection in selective laser melting technology by acoustic signals with deep belief networks
期刊论文
INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2018, 卷号: 96, 期号: 5-8, 页码: 2791-2801
作者:
Ye, Dongsen
;
Hong, Geok Soon
;
Zhang, Yingjie
;
Zhu, Kunpeng
;
Fuh, Jerry Ying Hsi
收藏
  |  
浏览/下载:28/0
  |  
提交时间:2019/06/03
Additive manufacturing
Deep belief networks
Fast Fourier transform
Defect detection
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