Research
Research interests
High-Value Manufacturing Group, Institute of Mechanical and Manufacturing Engineering
Publications
2024
- Lambay, A., Liu, Y., Morgan, P. L. and Ji, Z. 2024. Machine learning assisted human fatigue detection, monitoring, and recovery: a review. Digital Engineering 1, article number: 100004. (10.1016/j.dte.2024.100004)
- Lambay, A. J., Morgan, P. L., Liu, Y. and Ji, Z. 2024. Model training through synthetic data generation:Investigating the impact on human physical fatigue. Presented at: International Conference on Applied Human Factors and Ergonomics and the Affiliated Conferences, Nice, France, 24 - 27 July 2024 Presented at Nunes, I. L. ed.AHFE International: Human Factors and Systems Interaction, Vol. 154. New York: AHFE Open Access pp. 22-31., (10.54941/ahfe1005349)
2022
- Lambay, A., Liu, Y., Ji, Z. and Morgan, P. 2022. Effects of demographic factors for fatigue detection in manufacturing. Presented at: 14th IFAC Workshop on Intelligent Manufacturing Systems (IMS 2022), Tel-Aviv, Israel, 28-30 March 2022IFAC-PapersOnLine, Vol. 55(2). Elsevier pp. 528-533., (10.1016/j.ifacol.2022.04.248)
2021
- Lambay, A., Liu, Y., Morgan, P. and Ji, Z. 2021. A data-driven fatigue prediction using recurrent neural networks. Presented at: 3rd International Congress on Human-Computer Interaction, Optimization and Robotic Applications (HORA2021), Ankara, Turkey, 11-13 June 20212021 3rd International Congress on Human-Computer Interaction, Optimization and Robotic Applications (HORA). IEEE pp. 1-6., (10.1109/HORA52670.2021.9461377)