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HFCAS OpenIR

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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：68/0  |  提交时间：2022/05/16
Metal-based additive manufacturing  Condition monitoring  Measurement and control  Machine learning  
Compressive and Energy Absorption Properties of Pyramidal Lattice Structures by Various Preparation Methods 期刊论文
MATERIALS, 2021, 卷号: 14
作者:  Zhang, Hairi;  Wang, Xingfu;  Shi, Zimu;  Xue, Jintao;  Han, Fusheng
收藏  |  浏览/下载：86/0  |  提交时间：2022/01/10
lattice structures  energy absorption  finite element analysis  compression behavior  additive manufacturing  investment casting  
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
收藏  |  浏览/下载：59/0  |  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)  
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
收藏  |  浏览/下载：38/0  |  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)  
Crack suppression in additively manufactured tungsten by introducing secondary-phase nanoparticles into the matrix 期刊论文
INTERNATIONAL JOURNAL OF REFRACTORY METALS & HARD MATERIALS, 2019, 卷号: 79, 期号: 无, 页码: 158-163
作者:  Li, Kailun;  Wang, Dianzheng;  Xing, Leilei;  Wang, Yafei;  Yu, Chenfan;  Chen, Jinhan;  Zhang, Tao;  Ma, Jing;  Liu, Wei;  Shen, Zhijian
浏览  |  Adobe PDF(4133Kb)  |  收藏  |  浏览/下载：101/46  |  提交时间：2020/03/31
Additive manufacturing  Crack control  W  ZrC nanoparticles  Grain refinement  
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
作者:  Zhang, Yingjie;  Hong, Geok Soon;  Ye, Dongsen;  Zhu, Kunpeng;  Fuh, Jerry Y. H.
收藏  |  浏览/下载：73/0  |  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)  
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
浏览  |  Adobe PDF(2698Kb)  |  收藏  |  浏览/下载：119/52  |  提交时间：2019/06/03
Additive manufacturing  Deep belief networks  Fast Fourier transform  Defect detection