1. Process monitoring and machine learning for defect detection in laser-based metal additive manufacturing

   • T. Herzog
   • M. Brandt
   • A. Molotnikov

   ReviewPaper Open access 13 April 2023 Pages: 1407 - 1437

   

2. Federated transfer learning for auxiliary classifier generative adversarial networks: framework and industrial application

   • Wei Guo
   • Yijin Wang
   • Pingyu Jiang

   ReviewPaper 05 May 2023 Pages: 1439 - 1454

   

3. Multidomain variance-learnable prototypical network for few-shot diagnosis of novel faults

   • Jianyu Long
   • Yibin Chen
   • Chuan Li

   OriginalPaper 18 April 2023 Pages: 1455 - 1467

   

4. Coupling of an analytical rolling model and reinforcement learning to design pass schedules: towards properties controlled hot rolling

   • C. Idzik
   • A. Krämer
   • J. Lohmar

   OriginalPaper Open access 19 April 2023 Pages: 1469 - 1490

   

5. Power spectral density moment of having defective 3D printed plastic beams under moving load based on deep learning

   • Thanh Q. Nguyen
   • Nghi N. Nguyen
   • Xuan Van Tran

   OriginalPaper 20 April 2023 Pages: 1491 - 1515

   

6. Flexible job shop scheduling with preventive maintenance consideration

   • Michael Mario Wocker
   • Frederik Ferid Ostermeier
   • Jochen Deuse

   OriginalPaper 24 April 2023 Pages: 1517 - 1539

   

7. Anticipatory analysis of AGV trajectory in a 5G network using machine learning

   • Alberto Mozo
   • Stanislav Vakaruk
   • Antonio Pastor

   OriginalPaper Open access 25 April 2023 Pages: 1541 - 1569

   

8. A framework and method for equipment digital twin dynamic evolution based on IExATCN

   • Kunyu Wang
   • Lin Zhang
   • Jin Cui

   OriginalPaper 25 April 2023 Pages: 1571 - 1583

   

9. A novel 2.5D machining feature recognition method based on ray blanking algorithm

   • Peng Shi
   • Xiaomeng Tong
   • Shuai Niu

   OriginalPaper 27 April 2023 Pages: 1585 - 1605

   

10. Indirect porosity detection and root-cause identification in WAAM

    • Joselito Yam II Alcaraz
    • Wout Foqué
    • Tegoeh Tjahjowidodo

    OriginalPaper 29 April 2023 Pages: 1607 - 1628

    

11. Automatic quality control of aluminium parts welds based on 3D data and artificial intelligence

    • Angelo Cardellicchio
    • Massimiliano Nitti
    • Vito Renò

    OriginalPaper 29 April 2023 Pages: 1629 - 1648

    

12. Genetic algorithm optimization based on manufacturing prediction for an efficient tolerance allocation approach

    • Maroua Ghali
    • Sami Elghali
    • Nizar Aifaoui

    OriginalPaper 02 May 2023 Pages: 1649 - 1670

    

13. Visual analytics for digital twins: a conceptual framework and case study

    • Hangbin Zheng
    • Tianyuan Liu
    • Jinsong Bao

    OriginalPaper 03 May 2023 Pages: 1671 - 1686

    

14. A deep learning framework for defect prediction based on thermographic in-situ monitoring in laser powder bed fusion

    • Simon Oster
    • Philipp P. Breese
    • Simon J. Altenburg

    OriginalPaper Open access 03 May 2023 Pages: 1687 - 1706

    

15. A dual-attention feature fusion network for imbalanced fault diagnosis with two-stream hybrid generated data

    • Chenze Wang
    • Han Wang
    • Min Liu

    OriginalPaper 06 May 2023 Pages: 1707 - 1719

    

16. Data-driven indirect punch wear monitoring in sheet-metal stamping processes

    • Martin Unterberg
    • Marco Becker
    • Thomas Bergs

    OriginalPaper Open access 08 May 2023 Pages: 1721 - 1735

    

17. A fast spatio-temporal temperature predictor for vacuum assisted resin infusion molding process based on deep machine learning modeling

    • Runyu Zhang
    • Yingjian Liu
    • Dong Qian

    OriginalPaper 12 May 2023 Pages: 1737 - 1764

    

18. High-precision point cloud registration system of multi-view industrial self-similar workpiece based on super-point space guidance

    • Xingguo Wang
    • Xiaoyu Chen
    • Jing Han

    OriginalPaper 12 May 2023 Pages: 1765 - 1779

    

19. A multi-subpopulation genetic algorithm-based CNN approach for ceramic tile defects classification

    • Nhat-To Huynh

    OriginalPaper 16 May 2023 Pages: 1781 - 1792

    

20. Developing an explainable hybrid deep learning model in digital transformation: an empirical study

    • Ming-Chuan Chiu
    • Yu-Hsiang Chiang
    • Jing-Er Chiu

    OriginalPaper 17 May 2023 Pages: 1793 - 1810

    

21. GAN-based statistical modeling with adaptive schemes for surface defect inspection of IC metal packages

    • Zhenshuang Wu
    • Nian Cai
    • Han Wang

    OriginalPaper 23 May 2023 Pages: 1811 - 1824

    

22. Process parameter optimization for reproducible fabrication of layer porosity quality of 3D-printed tissue scaffold

    • Andrew Chung Chee Law
    • Rongxuan Wang
    • Zhenyu Kong

    OriginalPaper 23 May 2023 Pages: 1825 - 1844

    

23. Learning the manufacturing capabilities of machining and finishing processes using a deep neural network model

    • Changxuan Zhao
    • Shreyes N. Melkote

    OriginalPaper 24 May 2023 Pages: 1845 - 1865

    

24. Attention-driven transfer learning framework for dynamic model guided time domain chatter detection

    • Chen Yin
    • Yulin Wang
    • Yuxin Sun

    OriginalPaper 24 May 2023 Pages: 1867 - 1885

    

25. A multi-task learning-based optimization approach for finding diverse sets of microstructures with desired properties

    • Tarek Iraki
    • Lukas Morand
    • Dirk Helm

    OriginalPaper Open access 26 May 2023 Pages: 1887 - 1903