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HFCAS OpenIR

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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：80/0  |  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：74/0  |  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
收藏  |  浏览/下载：65/0  |  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：43/0  |  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
收藏  |  浏览/下载：39/0  |  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)