1. Automatic root cause analysis in manufacturing: an overview & conceptualization

   • Eduardo e Oliveira
   • Vera L. Miguéis
   • José L. Borges

   ReviewPaper 05 February 2022 Pages: 2061 - 2078

   

2. Artificial intelligence systems for tool condition monitoring in machining: analysis and critical review

   • Danil Yu Pimenov
   • Andres Bustillo
   • Mustafa Kuntoğlu

   ReviewPaper 12 March 2022 Pages: 2079 - 2121

   

3. Context-sensitive lexicon for imbalanced text sentiment classification using bidirectional LSTM

   • M. R. Pavan Kumar
   • Prabhu Jayagopal

   OriginalPaper 10 November 2021 Pages: 2123 - 2132

   

4. Pipeline for ontology-based modeling and automated deployment of digital twins for planning and control of manufacturing systems

   • Amon Göppert
   • Lea Grahn
   • Robert H. Schmitt

   OriginalPaper Open access 17 November 2021 Pages: 2133 - 2152

   

5. Research on recognition methods of spot-welding surface appearances based on transfer learning and a lightweight high-precision convolutional neural network

   • Meng Xiao
   • Bo Yang
   • Gang Yi

   OriginalPaper 02 February 2022 Pages: 2153 - 2170

   

6. A novel machine learning algorithm for interval systems approximation based on artificial neural network

   • Raouf Zerrougui
   • Amel B. H. Adamou-Mitiche
   • Lahcene Mitiche

   OriginalPaper 05 February 2022 Pages: 2171 - 2184

   

7. Autonomous self-healing mechanism for a CNC milling machine based on pattern recognition

   • Hussein A. Taha
   • Soumaya Yacout
   • Yasser Shaban

   OriginalPaper 07 February 2022 Pages: 2185 - 2205

   

8. A dynamic mode decomposition based deep learning technique for prognostics

   • Khaled Akkad
   • David He

   OriginalPaper 09 February 2022 Pages: 2207 - 2224

   

9. Guided deep subdomain adaptation network for fault diagnosis of different types of rolling bearings

   • Ruohui Hu
   • Min Zhang
   • Jiliang Mo

   OriginalPaper 11 February 2022 Pages: 2225 - 2240

   

10. A fuzzy multi-criteria approach based on Clarke and Wright savings algorithm for vehicle routing problem in humanitarian aid distribution

    • Merve Cengiz Toklu

    OriginalPaper 11 February 2022 Pages: 2241 - 2261

    

11. Efficient stability prediction of milling process with arbitrary tool-holder combinations based on transfer learning

    • Congying Deng
    • Jielin Tang
    • Sheng Lu

    OriginalPaper 14 February 2022 Pages: 2263 - 2279

    

12. Digital twin-driven dynamic scheduling of a hybrid flow shop

    • Khalil Tliba
    • Thierno M. L. Diallo
    • Jean-Yves Choley

    OriginalPaper 15 March 2022 Pages: 2281 - 2306

    

13. Image-based characterization of laser scribing quality using transfer learning

    • Mohammad Najjartabar Bisheh
    • Xinya Wang
    • Jianfeng Ma

    OriginalPaper 16 March 2022 Pages: 2307 - 2319

    

14. The 3D narrow butt weld seam detection system based on the binocular consistency correction

    • Xingguo Wang
    • Tianyun Chen
    • Zhuang Zhao

    OriginalPaper 17 March 2022 Pages: 2321 - 2332

    

15. An edge-based algorithm for tool wear monitoring in repetitive milling processes

    • Rui Liu

    OriginalPaper 18 March 2022 Pages: 2333 - 2343

    

16. Reconstruction of 3D surfaces from incomplete digitisations using statistical shape models for manufacturing processes

    • José M. Navarro-Jiménez
    • José V. Aguado
    • Domenico Borzacchiello

    OriginalPaper 18 March 2022 Pages: 2345 - 2358

    

17. Few-shot RUL estimation based on model-agnostic meta-learning

    • Yu Mo
    • Liang Li
    • Xiu Li

    OriginalPaper 24 March 2022 Pages: 2359 - 2372

    

18. Convolutional neural networks for prediction of geometrical errors in incremental sheet metal forming

    • Darren Wei Wen Low
    • Akshay Chaudhari
    • A. Senthil Kumar

    OriginalPaper 04 April 2022 Pages: 2373 - 2386

    

19. Digital twin-based decision making paradigm of raise boring method

    • Fuwen Hu
    • Xianjin Qiu
    • Yuanzhi Zhu

    OriginalPaper 12 April 2022 Pages: 2387 - 2405

    

20. Nature inspired algorithms for the solution of inverse heat transfer problems applied to distinct unsteady heat flux orientations in cylindrical castings

    • Carlos Henrique da Silva-Santos
    • Pedro Roberto Goulart
    • Noé Cheung

    OriginalPaper 16 April 2022 Pages: 2407 - 2430

    

21. Automated real-time detection of surface defects in manufacturing processes of aluminum alloy strip using a lightweight network architecture

    • Zhuxi Ma
    • Yibo Li
    • Si Tang

    OriginalPaper 18 April 2022 Pages: 2431 - 2447

    

22. A novel data-driven method based on sample reliability assessment and improved CNN for machinery fault diagnosis with non-ideal data

    • Xin Zhang
    • Haifeng Wang
    • Youmin Hu

    OriginalPaper 20 April 2022 Pages: 2449 - 2462

    

23. A novel disassembly process of end-of-life lithium-ion batteries enhanced by online sensing and machine learning techniques

    • Yingqi Lu
    • Maede Maftouni
    • Zheng Li

    OriginalPaper 20 April 2022 Pages: 2463 - 2475

    

24. Automatic selection system of the building orientation based on double-layer priority aggregation multi-attribute decision-making

    • Yizhe Yang
    • Bingshan Liu
    • Gong Wang

    OriginalPaper 21 April 2022 Pages: 2477 - 2493

    

25. Automatic extraction of inventive information out of patent texts in support of manufacturing design studies using Natural Languages Processing

    • Daria Berdyugina
    • Denis Cavallucci

    OriginalPaper 22 April 2022 Pages: 2495 - 2509