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International Journal of Computer Integrated Manufacturing Volume 36, 2023 - Issue 9: Special issue on machine learning in additive manufacturing, Guest Editors: Jingchao Jiang, Bin Zou, Jikai Liu and D. W. Rosen
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Research Article

Machine-learning-based monitoring and optimization of processing parameters in 3D printing

Tariku Sinshaw Tamira The State Key Laboratory for Management and Control of Complex Systems, Beijing Engineering Research Center of Intelligent Systems and Technology, Institute of Automation, Chinese Academy of Sciences, Beijing, China;b The School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing, ChinaORCID Iconhttps://orcid.org/0000-0003-3700-928XView further author information
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Gang Xionga The State Key Laboratory for Management and Control of Complex Systems, Beijing Engineering Research Center of Intelligent Systems and Technology, Institute of Automation, Chinese Academy of Sciences, Beijing, China;c The Guangdong Engineering Research Center of 3D Printing and Intelligent Manufacturing, Cloud Computing Center, Chinese Academy of Sciences, Dongguan, ChinaORCID Iconhttps://orcid.org/0000-0002-4303-5559View further author information
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Qihang Fanga The State Key Laboratory for Management and Control of Complex Systems, Beijing Engineering Research Center of Intelligent Systems and Technology, Institute of Automation, Chinese Academy of Sciences, Beijing, China;b The School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing, ChinaView further author information
,
Yong Yangd The State Key Laboratory of High Performance Ceramics and Superfine Microstructure, Shanghai Institute of Ceramics, Chinese Academy of Sciences, Shanghai, ChinaView further author information
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Zhen Shena The State Key Laboratory for Management and Control of Complex Systems, Beijing Engineering Research Center of Intelligent Systems and Technology, Institute of Automation, Chinese Academy of Sciences, Beijing, China;c The Guangdong Engineering Research Center of 3D Printing and Intelligent Manufacturing, Cloud Computing Center, Chinese Academy of Sciences, Dongguan, ChinaCorrespondence[email protected]
ORCID Iconhttps://orcid.org/0000-0002-9634-4945View further author information
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MengChu Zhoue Helen and John C. Hartmann Department of Electrical and Computer Engineering, New Jersey Institute of Technology, Newark, NJ, USA;f Macao Institute of Systems Engineering and Collaborative Laboratory for Intelligent Science and Systems, Macau University of Science and Technology, Macao999078, ChinaORCID Iconhttps://orcid.org/0000-0002-5408-8752View further author information
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Jingchao Jiangg Department of Mechanical and Automation Engineering, The Chinese University of Hong Kong, Shatin, Hong KongORCID Iconhttps://orcid.org/0000-0002-0446-3454View further author information
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Pages 1362-1378 | Received 07 Nov 2021, Accepted 14 Oct 2022, Published online: 17 Nov 2022

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Jingchao Jiang, Bin Zou, Jikai Liu & David Rosen. (2023) Special issue on machine learning in additive manufacturing. International Journal of Computer Integrated Manufacturing 36:9, pages 1255-1257.
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Articles from other publishers (7)

Narain Kumar Sivakumar, Sabarinathan Palaniyappan & Mostafizur Rahaman. (2023) Topological approach for optimizing the compressive properties of the square lattice-structured recycled walnut shell Poly Lactic Acid composite. Journal of Building Engineering 76, pages 107130.
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Syifa Maliah Rachmawati, Made Adi Paramartha Putra, Jae Min Lee & Dong Seong Kim. (2023) Digital twin-enabled 3D printer fault detection for smart additive manufacturing. Engineering Applications of Artificial Intelligence 124, pages 106430.
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Jinghua Xu, Linxuan Wang, Shuyou Zhang & Jianrong Tan. (2023) In situ monitoring for numerical controlled manufacturing of large conceptual prototype based on multi-view stitching fusion. The International Journal of Advanced Manufacturing Technology.
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Zhangyi Zhao. (2023) Smart knob integrated by artificial intelligence–based green manufacturing model for sustainable environment. The International Journal of Advanced Manufacturing Technology.
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Xiao-Yu Li, Fu-Long Liu, Meng-Na Zhang, Ming-Xia Zhou, Chuan Wu & Xiao Zhang. (2023) A Combination of Vision- and Sensor-Based Defect Classifications in Extrusion-Based Additive Manufacturing. Journal of Sensors 2023, pages 1-13.
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Tariku Sinshaw Tamir, Gang Xiong, Jingchao Jiang, Zhen Shen, Ehtisham Lodhi, Hub Ali & Li Wan. (2022) Terms Development of Additive Manufacturing. Terms Development of Additive Manufacturing.
Zhen Shen, Xiangyang Dong, Qihang Fang, Gang Xiong, Chang-Chun Ge & Fei-Yue Wang. (2022) Parallel Additive Manufacturing Systems. IEEE Journal of Radio Frequency Identification 6, pages 758-763.
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