International Journal of Production Research, Volume 59, Issue 16 (2021)

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International Journal of Production Research, Volume 59, Issue 16 (2021)

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Machine Learning in Manufacturing and Industry 4.0 applications

Editorial
Machine learning in manufacturing and industry 4.0 applications
Rahul Rai, Manoj Kumar Tiwari, Dmitry Ivanov & Alexandre Dolgui
Pages: 4773-4778
Published online: 14 Aug 2021
AbstractforMachine learning in manufacturing and industry 4.0 applications | Full Text | References | PDF (812.4 KB) | EPUB
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Free Access
Article
A data-driven method for enhancing the image-based automatic inspection of IC wire bonding defects
Junlong Chen, Zijun Zhang & Feng Wu
Pages: 4779-4793
Published online: 27 Sep 2020
AbstractforA data-driven method for enhancing the image-based automatic inspection of IC wire bonding defects | Full Text | References | PDF (3.6 MB) | EPUB
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Article
Soft sensor of flotation froth grade classification based on hybrid deep neural network
Dingsen Zhang & Xianwen Gao
Pages: 4794-4810
Published online: 09 Mar 2021
AbstractforSoft sensor of flotation froth grade classification based on hybrid deep neural network | Full Text | References | PDF (5.2 MB) | EPUB
  • 859 Views
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Article
A deformable CNN-DLSTM based transfer learning method for fault diagnosis of rolling bearing under multiple working conditions
Zheng Wang, Qingxiu Liu, Hansi Chen & Xuening Chu
Pages: 4811-4825
Published online: 25 Aug 2020
AbstractforA deformable CNN-DLSTM based transfer learning method for fault diagnosis of rolling bearing under multiple working conditions | Full Text | References | PDF (2.9 MB) | EPUB
  • 1736 Views
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Article
Applications of deep learning for fault detection in industrial cold forging
Andrew Glaeser, Vignesh Selvaraj, Sooyoung Lee, Yunseob Hwang, Kangsan Lee, Namjeong Lee, Seungchul Lee & Sangkee Min
Pages: 4826-4835
Published online: 09 Mar 2021
AbstractforApplications of deep learning for fault detection in industrial cold forging | Full Text | References | PDF (2.2 MB) | EPUB
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Article
A cloud edge-based two-level hybrid scheduling learning model in cloud manufacturing
Chengfeng Jian, Jing Ping & Meiyu Zhang
Pages: 4836-4850
Published online: 17 Jun 2020
AbstractforA cloud edge-based two-level hybrid scheduling learning model in cloud manufacturing | Full Text | References | PDF (2.3 MB) | EPUB
  • 1118 Views
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Article
An investigation of the utilisation of different data sources in manufacturing with application in injection moulding
G. Ø. Rønsch, M. Kulahci & M. Dybdahl
Pages: 4851-4868
Published online: 09 Mar 2021
AbstractforAn investigation of the utilisation of different data sources in manufacturing with application in injection moulding | Full Text | References | PDF (4 MB) | EPUB
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Article
Using process mining to improve productivity in make-to-stock manufacturing
Rafael Lorenz, Julian Senoner, Wilfried Sihn & Torbjørn Netland
Pages: 4869-4880
Published online: 13 Apr 2021
AbstractforUsing process mining to improve productivity in make-to-stock manufacturing | Full Text | References | PDF (1.8 MB) | EPUB
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Open Access
Article
A supervised machine learning approach for the optimisation of the assembly line feeding mode selection
Francesco Zangaro, Stefan Minner & Daria Battini
Pages: 4881-4902
Published online: 08 Dec 2020
AbstractforA supervised machine learning approach for the optimisation of the assembly line feeding mode selection | Full Text | References | PDF (3.9 MB) | EPUB
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Article
Artificial intelligence (AI) in augmented reality (AR)-assisted manufacturing applications: a review
Chandan K. Sahu, Crystal Young & Rahul Rai
Pages: 4903-4959
Published online: 28 Dec 2020
AbstractforArtificial intelligence (AI) in augmented reality (AR)-assisted manufacturing applications: a review | Full Text | References | PDF (5.6 MB) | EPUB
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Article
The interpretive model of manufacturing: a theoretical framework and research agenda for machine learning in manufacturing
Ajit Sharma, Zhibo Zhang & Rahul Rai
Pages: 4960-4994
Published online: 01 Jun 2021
AbstractforThe interpretive model of manufacturing: a theoretical framework and research agenda for machine learning in manufacturing | Full Text | References | PDF (5.1 MB) | EPUB
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Articles

Article
Feasibility study for an automated engineering change process
M. E. Sharp, T. D. Hedberg Jr, W. Z. Bernstein & S. Kwon
Pages: 4995-5010
Published online: 09 Mar 2021
AbstractforFeasibility study for an automated engineering change process | Full Text | References | PDF (2.5 MB) | EPUB
  • 398 Views
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Article
A non-conformance rate prediction method supported by machine learning and ontology in reducing underproduction cost and overproduction cost
Bongjun Ji, Farhad Ameri & Hyunbo Cho
Pages: 5011-5031
Published online: 10 Jun 2021
AbstractforA non-conformance rate prediction method supported by machine learning and ontology in reducing underproduction cost and overproduction cost | Full Text | References | PDF (4.7 MB) | EPUB
  • 458 Views
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Article
Robotic mobile fulfilment systems considering customer classes
Yeming Gong, Mingzhou Jin & Zhe Yuan
Pages: 5032-5049
Published online: 22 Jun 2020
AbstractforRobotic mobile fulfilment systems considering customer classes | Full Text | References | PDF (2.6 MB) | EPUB
  • 1096 Views
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Article
Group decision support for product lifecycle management
Bart L. MacCarthy & Robert C. Pasley
Pages: 5050-5067
Published online: 22 Jun 2020
AbstractforGroup decision support for product lifecycle management | Full Text | References | PDF (2.1 MB) | EPUB
  • 816 Views
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Article
Non-productive time optimization for 5-axis EDM drilling using HVNTS algorithm
Jian Wang, Xue-Cheng Xi, Ling Qin, Ya-Ou Zhang & Wan-Sheng Zhao
Pages: 5068-5082
Published online: 22 Jun 2020
AbstractforNon-productive time optimization for 5-axis EDM drilling using HVNTS algorithm | Full Text | References | PDF (2.6 MB) | EPUB | Supplemental
  • 346 Views
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Notes

Note
A note on scheduling on uniform parallel machines with unavailability constraints
Dehua Xu, Limin Xu, Zhijun Xu & Xianyu Yu
Pages: 5083-5086
Published online: 13 Jul 2020
AbstractforA note on scheduling on uniform parallel machines with unavailability constraints | Full Text | References | PDF (408.1 KB) | EPUB
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