Dr Moschos Papananias
Lecturer in Manufacturing Engineering
Howell 102
- Email: moschos.papananias@brunel.ac.uk
- Tel: +44 (0)1895 266391
- Mechanical and Aerospace Engineering
- Mechanical and Aerospace Engineering
- College of Engineering, Design and Physical Sciences
Papananias, M., McLeay, TE., Mahfouf, M. and Kadirkamanathan, V. (2023) 'A probabilistic framework for product health monitoring in multistage manufacturing using Unsupervised Artificial Neural Networks and Gaussian Processes'. Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture, 237 (9). pp. 1295 - 1310. ISSN: 0954-4054
Papananias, M., McLeay, TE., Mahfouf, M. and Kadirkamanathan, V. (2022) 'A Bayesian information fusion approach for end product quality estimation using machine learning and on-machine probing'. Journal of Manufacturing Processes, 76. pp. 475 - 485. ISSN: 1526-6125
Obajemu, O., Mahfouf, M., Papananias, M., McLeay, TE. and Kadirkamanathan, V. (2021) 'An interpretable machine learning based approach for process to areal surface metrology informatics'. Surface Topography: Metrology and Properties, 9 (4). pp. 044001 - 044001. ISSN: 2051-672X
Papananias, M., McLeay, TE., Obajemu, O., Mahfouf, M. and Kadirkamanathan, V. (2020) 'Inspection by exception: A new machine learning-based approach for multistage manufacturing'. Applied Soft Computing Journal, 97. pp. 106787 - 106787. ISSN: 1568-4946
Papananias, M., Obajemu, O., McLeay, TE., Mahfouf, M. and Kadirkamanathan, V. (2020) 'Development of a new machine learning-based informatics system for product health monitoring'. Procedia CIRP, 93. pp. 473 - 478. ISSN: 2212-8271
Papananias, M., McLeay, TE., Mahfouf, M. and Kadirkamanathan, V. (2019) 'A Bayesian framework to estimate part quality and associated uncertainties in multistage manufacturing'. Computers in Industry, 105. pp. 35 - 47. ISSN: 0166-3615
Papananias, M., McLeay, TE., Mahfouf, M. and Kadirkamanathan, V. (2019) 'An intelligent metrology informatics system based on neural networks for multistage manufacturing processes'. Procedia CIRP, 82. pp. 444 - 449. ISSN: 2212-8271
Papananias, M., Fletcher, S., Longstaff, AP. and Forbes, AB. (2017) 'Uncertainty evaluation associated with versatile automated gauging influenced by process variations through design of experiments approach'. Precision Engineering, 49. pp. 440 - 455. ISSN: 0141-6359
Forbes, A., Papananias, M., Longstaff, A., Fletcher, S., Mengot, A. and Jonas, K. (2016) 'Developments in automated flexible gauging and the uncertainty associated with comparative coordinate measurement'. Proceedings of the 16th International Conference of the European Society for Precision Engineering and Nanotechnology, EUSPEN 2016.