International Journal of Computer Integrated Manufacturing, Volume 36, Issue 9 (2023)

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International Journal of Computer Integrated Manufacturing, Volume 36, Issue 9 (2023)

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Special issue on machine learning in additive manufacturing, Guest Editors: Jingchao Jiang, Bin Zou, Jikai Liu and D. W. Rosen

Editorial

Editorial
Special issue on machine learning in additive manufacturing
Jingchao Jiang, Bin Zou, Jikai Liu & David Rosen
Pages: 1255-1257
Published online: 11 Jul 2023
First Page PreviewforSpecial issue on machine learning in additive manufacturing | Full Text | References | PDF (129.5 KB) | EPUB
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Research Article

Article
A survey of machine learning in additive manufacturing technologies
Jingchao Jiang
Pages: 1258-1280
Published online: 14 Feb 2023
AbstractforA survey of machine learning in additive manufacturing technologies | Full Text | References | PDF (7.7 MB) | EPUB
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Article
Towards deep-learning-based image enhancement for optical camera-based monitoring system of laser powder bed fusion process
Song Zhang, Tongfang Fu, Anne Jahn, Andreas Collet & Johannes Henrich Schleifenbaum
Pages: 1281-1294
Published online: 01 Aug 2022
AbstractforTowards deep-learning-based image enhancement for optical camera-based monitoring system of laser powder bed fusion process | Full Text | References | PDF (11.8 MB) | EPUB
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Open Access
Article
Prediction of mechanical properties for acrylonitrile-butadiene-styrene parts manufactured by fused deposition modelling using artificial neural network and genetic algorithm
Mohd Tayyab, Shadab Ahmad, Md Jamil Akhtar, Peer M Sathikh & Ranganath. M. Singari
Pages: 1295-1312
Published online: 26 Jul 2022
AbstractforPrediction of mechanical properties for acrylonitrile-butadiene-styrene parts manufactured by fused deposition modelling using artificial neural network and genetic algorithm | Full Text | References | PDF (9 MB) | EPUB
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Article
Online monitoring for error detection in vat photopolymerization
Flavia Dalia Frumosu, Macarena Méndez Ribó, Shuo Shan, Yang Zhang & Murat Kulahci
Pages: 1313-1330
Published online: 04 Jan 2023
AbstractforOnline monitoring for error detection in vat photopolymerization | Full Text | References | PDF (8.8 MB) | EPUB
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Article
Learning with supervised data for anomaly detection in smart manufacturing
Meiling He, Matthew Petering, Phillip LaCasse, Wilkistar Otieno & Francisco Maturana
Pages: 1331-1344
Published online: 14 Feb 2023
AbstractforLearning with supervised data for anomaly detection in smart manufacturing | Full Text | References | PDF (589 KB) | EPUB
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Article
Predictions of in-situ melt pool geometric signatures via machine learning techniques for laser metal deposition
Jiayu Ye, Alireza Bab-Hadiashar, Reza Hoseinnezhad, Nazmul Alam, Alejandro Vargas-Uscategui, Milan Patel & Ivan Cole
Pages: 1345-1361
Published online: 14 Mar 2022
AbstractforPredictions of in-situ melt pool geometric signatures via machine learning techniques for laser metal deposition | Full Text | References | PDF (7.7 MB) | EPUB
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Open Access
Article
Machine-learning-based monitoring and optimization of processing parameters in 3D printing
Tariku Sinshaw Tamir, Gang Xiong, Qihang Fang, Yong Yang, Zhen Shen, MengChu Zhou & Jingchao Jiang
Pages: 1362-1378
Published online: 17 Nov 2022
AbstractforMachine-learning-based monitoring and optimization of processing parameters in 3D printing | Full Text | References | PDF (6.2 MB) | EPUB
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Article
Topology optimization of the vibrating structure for fused deposition modelling of parts considering a hybrid deposition path pattern
Yifan Guo, Rafiq Ahmad & Yongsheng Ma
Pages: 1379-1396
Published online: 25 Apr 2022
AbstractforTopology optimization of the vibrating structure for fused deposition modelling of parts considering a hybrid deposition path pattern | Full Text | References | PDF (6.2 MB) | EPUB
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