中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
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CAS IR Grid
机构
合肥物质科学研究院 [5]
采集方式
OAI收割 [5]
内容类型
期刊论文 [5]
发表日期
2020 [1]
2019 [1]
2018 [3]
学科主题
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Powder-Bed Fusion Process Monitoring by Machine Vision With Hybrid Convolutional Neural Networks
期刊论文
OAI收割
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2020, 卷号: 16
作者:
Zhang, Yingjie
;
Soon, Hong Geok
;
Ye, Dongsen
;
Fuh, Jerry Ying Hsi
;
Zhu, Kunpeng
  |  
收藏
  |  
浏览/下载:80/0
  |  
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
OAI收割
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
  |  
收藏
  |  
浏览/下载:114/0
  |  
提交时间:2019/12/25
Plume
Spatter
Selective laser melting
Monitoring
Melted state detection
Extraction and evaluation of melt pool, plume and spatter information for powder-bed fusion AM process monitoring
期刊论文
OAI收割
MATERIALS & DESIGN, 2018, 卷号: 156, 页码: 458-469
作者:
Zhang, Yingjie
;
Hong, Geok Soon
;
Ye, Dongsen
;
Zhu, Kunpeng
;
Fuh, Jerry Y. H.
  |  
收藏
  |  
浏览/下载:89/0
  |  
提交时间:2019/11/11
Additive manufacturing (AM)
Powder-bed fusion
Melt pool, plume and spatter
Statistical process monitoring
Support vector machines (SVM)
Convolutional neural network (CNN)
In situ monitoring of selective laser melting using plume and spatter signatures by deep belief networks
期刊论文
OAI收割
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:71/0
  |  
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
OAI收割
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:34/0
  |  
提交时间:2019/06/03
Additive manufacturing
Deep belief networks
Fast Fourier transform
Defect detection