1. On reliability of reinforcement learning based production scheduling systems: a comparative survey

   • Constantin Waubert de Puiseau
   • Richard Meyes
   • Tobias Meisen

   ReviewPaper Open access 05 February 2022 Pages: 911 - 927

   

2. An estimation distribution algorithm for wave-picking warehouse management

   • Jingran Liang
   • Zhengning Wu
   • Zhi-Hai Zhang

   OriginalPaper 29 October 2020 Pages: 929 - 942

   

3. Surface roughness stabilization method based on digital twin-driven machining parameters self-adaption adjustment: a case study in five-axis machining

   • Zengya Zhao
   • Sibao Wang
   • Bo Yang

   OriginalPaper 05 November 2020 Pages: 943 - 952

   

4. A novel hybrid immune clonal selection algorithm for the constrained corridor allocation problem

   • Junqi Liu
   • Zeqiang Zhang
   • Lixia Zhu

   OriginalPaper 06 November 2020 Pages: 953 - 972

   

5. Deep prototypical networks based domain adaptation for fault diagnosis

   • Huanjie Wang
   • Xiwei Bai
   • Jiechao Yang

   OriginalPaper 11 November 2020 Pages: 973 - 983

   

6. A real-time defective pixel detection system for LCDs using deep learning based object detectors

   • Aslı Çelik
   • Ayhan Küçükmanisa
   • Oğuzhan Urhan

   OriginalPaper 13 November 2020 Pages: 985 - 994

   

7. Prediction of cell viability in dynamic optical projection stereolithography-based bioprinting using machine learning

   • Heqi Xu
   • Qingyang Liu
   • Changxue Xu

   OriginalPaper 16 November 2020 Pages: 995 - 1005

   

8. Synthetic data augmentation for surface defect detection and classification using deep learning

   • Saksham Jain
   • Gautam Seth
   • Girish Kumar

   OriginalPaper 18 November 2020 Pages: 1007 - 1020

   

9. Dispatching method based on particle swarm optimization for make-to-availability

   • Robson Flavio Castro
   • Moacir Godinho-Filho
   • Roberto Fernandes Tavares-Neto

   OriginalPaper 22 November 2020 Pages: 1021 - 1030

   

10. Gear and bearing fault classification under different load and speed by using Poincaré plot features and SVM

    • Rubén Medina
    • Jean Carlo Macancela
    • Mariela Cerrada

    OriginalPaper 23 November 2020 Pages: 1031 - 1055

    

11. A sequential resampling approach for imbalanced batch process fault detection in semiconductor manufacturing

    • Yi Zhang
    • Peng Peng
    • Heming Zhang

    OriginalPaper 23 November 2020 Pages: 1057 - 1072

    

12. Machine learning integrated design for additive manufacturing

    • Jingchao Jiang
    • Yi Xiong
    • David W. Rosen

    OriginalPaper 23 November 2020 Pages: 1073 - 1086

    

13. Heuristic based approach for short term production planning in highly automated customer oriented pallet production

    • Matthias Kaltenbrunner
    • Maria Anna Huka
    • Manfred Gronalt

    OriginalPaper Open access 18 January 2022 Pages: 1087 - 1098

    

14. Improving automated visual fault inspection for semiconductor manufacturing using a hybrid multistage system of deep neural networks

    • Tobias Schlosser
    • Michael Friedrich
    • Danny Kowerko

    OriginalPaper Open access 25 January 2022 Pages: 1099 - 1123

    

15. Multi-objective optimisation of ultrasonically welded dissimilar joints through machine learning

    • Patrick G. Mongan
    • Vedant Modi
    • Conor T. McCarthy

    OriginalPaper Open access 12 February 2022 Pages: 1125 - 1138

    

16. Machine learning with domain knowledge for predictive quality monitoring in resistance spot welding

    • Baifan Zhou
    • Tim Pychynski
    • Ralf Mikut

    OriginalPaper Open access 02 March 2022 Pages: 1139 - 1163

    

17. Layer-by-layer model-based adaptive control for wire arc additive manufacturing of thin-wall structures

    • Haochen Mu
    • Joseph Polden
    • Zengxi Pan

    OriginalPaper Open access 10 March 2022 Pages: 1165 - 1180

    

18. Correction to: An effective approach for the dual-resource flexible job shop scheduling problem considering loading and unloading

    • Xiuli Wu
    • Junjian Peng
    • Shaomin Wu

    Correction 29 October 2021 Pages: 1181 - 1188