1. Automated guided vehicles position control: a systematic literature review

   • Wallace Pereira Neves dos Reis
   • Giselle Elias Couto
   • Orides Morandin Junior

   ReviewPaper 05 January 2022 Pages: 1483 - 1545

   

2. Group teaching optimization algorithm with information sharing for numerical optimization and engineering optimization

   • Yiying Zhang
   • Aining Chi

   OriginalPaper 22 November 2021 Pages: 1547 - 1571

   

3. Feature selection and domain adaptation for cross-machine product quality prediction

   • Yu Wang
   • Wei Cui
   • Min Wu

   OriginalPaper 23 November 2021 Pages: 1573 - 1584

   

4. YDRSNet: an integrated Yolov5-Deeplabv3 + real-time segmentation network for gear pitting measurement

   • Dejun Xi
   • Yi Qin
   • Sijun Wang

   OriginalPaper 27 November 2021 Pages: 1585 - 1599

   

5. A multiple position-based bi-branch model for structural defect inspection

   • Fangjun Wang
   • Zhouwang Yang
   • Yanzhi Song

   OriginalPaper 02 December 2021 Pages: 1601 - 1614

   

6. A multitask context-aware approach for design lesson-learned knowledge recommendation in collaborative product design

   • Yongjun Ji
   • Zuhua Jiang
   • Fuhua Wang

   OriginalPaper 05 January 2022 Pages: 1615 - 1637

   

7. Enhanced Equilibrium Optimizer algorithm applied in job shop scheduling problem

   • Ying Sun
   • Jeng-Shyang Pan
   • Shu-Chuan Chu

   OriginalPaper 06 January 2022 Pages: 1639 - 1665

   

8. Few-shot fault diagnosis of rotating machinery with two-branch prototypical networks

   • Cuixia Jiang
   • Hao Chen
   • Xiangxiang Wang

   OriginalPaper 07 January 2022 Pages: 1667 - 1681

   

9. Product quality prediction in pulsed laser cutting of silicon steel sheet using vibration signals and deep neural network

   • Andhi Indira Kusuma
   • Yi-Mei Huang

   OriginalPaper 07 January 2022 Pages: 1683 - 1699

   

10. Fast and accurate prediction of temperature evolutions in additive manufacturing process using deep learning

    • Thinh Quy Duc Pham
    • Truong Vinh Hoang
    • Anne-Marie Habraken

    OriginalPaper 07 January 2022 Pages: 1701 - 1719

    

11. A novel monitoring method of nanosecond laser scribing float glass with acoustic emission

    • Weinan Liu
    • Guojun Zhang
    • Ranwu Yang

    OriginalPaper 10 January 2022 Pages: 1721 - 1729

    

12. Casting plate defect detection using motif discovery with minimal model training and small data sets

    • Amanjeet Singh Bhatia
    • Rado Kotorov
    • Lianhua Chi

    OriginalPaper 10 January 2022 Pages: 1731 - 1742

    

13. Intelligent monitoring of multi-axis robots for online diagnostics of unknown arm deviations

    • Moncef Soualhi
    • Khanh T. P. Nguyen
    • David Cazaban

    OriginalPaper 10 January 2022 Pages: 1743 - 1759

    

14. Correction to: Intelligent monitoring of multi-axis robots for online diagnostics of unknown arm deviations

    • Moncef Soualhi
    • Khanh T. P. Nguyen
    • David Cazaban

    Correction 11 February 2022 Pages: 1761 - 1761

15. An improved artificial algae algorithm integrated with differential evolution for job-shop scheduling problem

    • Abdelmonem M. Ibrahim
    • Mohamed A. Tawhid

    OriginalPaper 10 January 2022 Pages: 1763 - 1778

    

16. SPRBF-ABLS: a novel attention-based broad learning systems with sparse polynomial-based radial basis function neural networks

    • Jing Wang
    • Shubin Lyu
    • Pingsheng Quan

    OriginalPaper 12 January 2022 Pages: 1779 - 1794

    

17. Hybrid data augmentation method for combined failure recognition in rotating machines

    • Dionísio H. C. S. S. Martins
    • Amaro A. de Lima
    • Diego B. Haddad

    OriginalPaper 13 January 2022 Pages: 1795 - 1813

    

18. An LSTM-autoencoder based online side channel monitoring approach for cyber-physical attack detection in additive manufacturing

    • Zhangyue Shi
    • Abdullah Al Mamun
    • Chenang Liu

    OriginalPaper 17 January 2022 Pages: 1815 - 1831

    

19. Improved multi-core arithmetic optimization algorithm-based ensemble mutation for multidisciplinary applications

    • Laith Abualigah
    • Ali Diabat

    OriginalPaper 17 January 2022 Pages: 1833 - 1874

    

20. A Smart system in Manufacturing with Mass Personalization (S-MMP) for blueprint and scenario driven by industrial model transformation

    • Xianyu Zhang
    • Xinguo Ming

    OriginalPaper 18 January 2022 Pages: 1875 - 1893

    

21. An end-to-end welding defect detection approach based on titanium alloy time-of-flight diffraction images

    • Zelin Zhi
    • Hongquan Jiang
    • Yongxiang Wu

    OriginalPaper 18 January 2022 Pages: 1895 - 1909

    

22. Enhanced cuckoo search algorithm for industrial winding process modeling

    • Malik Braik
    • Alaa Sheta
    • Sultan Aljahdali

    OriginalPaper 20 January 2022 Pages: 1911 - 1940

    

23. Recognition of abnormal patterns in industrial processes with variable window size via convolutional neural networks and AdaBoost

    • Ahmed Maged
    • Min Xie

    OriginalPaper 20 January 2022 Pages: 1941 - 1963

    

24. Deep graph feature learning-based diagnosis approach for rotating machinery using multi-sensor data

    • Kaibo Zhou
    • Chaoying Yang
    • Qi Xu

    OriginalPaper 21 January 2022 Pages: 1965 - 1974

    

25. Predicting part distortion field in additive manufacturing: a data-driven framework

    • Osama Aljarrah
    • Jun Li
    • Jing Bi

    OriginalPaper 22 January 2022 Pages: 1975 - 1993

    

26. Automated surface defect detection framework using machine vision and convolutional neural networks

    • Swarit Anand Singh
    • K. A. Desai

    OriginalPaper 24 January 2022 Pages: 1995 - 2011

    

27. Robust modeling method for thermal error of CNC machine tools based on random forest algorithm

    • Mengrui Zhu
    • Yun Yang
    • Jianguo Yang

    OriginalPaper 27 January 2022 Pages: 2013 - 2026

    

28. A novel process planning method of 3 + 2-axis additive manufacturing for aero-engine blade based on machine learning

    • Chenglin Li
    • Baohai Wu
    • Ying Zhang

    OriginalPaper 29 January 2022 Pages: 2027 - 2042

    

29. Data-driven product configuration improvement and product line restructuring with text mining and multitask learning

    • Zhen-Yu Chen
    • Xin-Li Liu
    • Li-Ping Yin

    OriginalPaper 29 January 2022 Pages: 2043 - 2059