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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
Authors:  Ye, Dongsen;  Zhu, Kunpeng;  Fuh, Jerry Ying Hsi;  Zhang, Yingjie;  Soon, Hong Geok
Favorite  |  View/Download:3/0  |  Submit date: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
MATERIALS & DESIGN, 2018, 卷号: 156, 页码: 458-469
Authors:  Zhang, Yingjie;  Hong, Geok Soon;  Ye, Dongsen;  Zhu, Kunpeng;  Fuh, Jerry Y. H.
Favorite  |  View/Download:5/0  |  Submit date: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
ISA TRANSACTIONS, 2018, 卷号: 81, 页码: 96-104
Authors:  Ye, Dongsen;  Fuh, Jerry Ying Hsi;  Zhang, Yingjie;  Hong, Geok Soon;  Zhu, Kunpeng
Adobe PDF(2147Kb)  |  Favorite  |  View/Download:30/13  |  Submit date: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
Authors:  Ye, Dongsen;  Hong, Geok Soon;  Zhang, Yingjie;  Zhu, Kunpeng;  Fuh, Jerry Ying Hsi
View  |  Adobe PDF(2698Kb)  |  Favorite  |  View/Download:13/4  |  Submit date:2019/06/03
Additive manufacturing  Deep belief networks  Fast Fourier transform  Defect detection