Leveraging real-time degradation data for dynamic spare parts ordering using deep reinforcement learning
- Author
- Naim Al Khoury (UGent) , Dieter Claeys (UGent) and Zaharah Bukhsh
- Organization
- Keywords
- Inventory Management, Deep Reinforcement Learning, Spare parts management
Citation
Please use this url to cite or link to this publication: http://hdl.handle.net/1854/LU-01KNRPSRHFFW04V96X9QH4KDY9
- MLA
- Al Khoury, Naim, et al. “Leveraging Real-Time Degradation Data for Dynamic Spare Parts Ordering Using Deep Reinforcement Learning.” 11th IFAC Conference on Manufacturing Modelling, Management and Control, Book of Abstracts, 2025.
- APA
- Al Khoury, N., Claeys, D., & Bukhsh, Z. (2025). Leveraging real-time degradation data for dynamic spare parts ordering using deep reinforcement learning. 11th IFAC Conference on Manufacturing Modelling, Management and Control, Book of Abstracts. Presented at the 11th IFAC Conference on Manufacturing Modelling, Management and Control (IFAC MIM2025), Trondheim, Norway.
- Chicago author-date
- Al Khoury, Naim, Dieter Claeys, and Zaharah Bukhsh. 2025. “Leveraging Real-Time Degradation Data for Dynamic Spare Parts Ordering Using Deep Reinforcement Learning.” In 11th IFAC Conference on Manufacturing Modelling, Management and Control, Book of Abstracts.
- Chicago author-date (all authors)
- Al Khoury, Naim, Dieter Claeys, and Zaharah Bukhsh. 2025. “Leveraging Real-Time Degradation Data for Dynamic Spare Parts Ordering Using Deep Reinforcement Learning.” In 11th IFAC Conference on Manufacturing Modelling, Management and Control, Book of Abstracts.
- Vancouver
- 1.Al Khoury N, Claeys D, Bukhsh Z. Leveraging real-time degradation data for dynamic spare parts ordering using deep reinforcement learning. In: 11th IFAC Conference on Manufacturing Modelling, Management and Control, Book of Abstracts. 2025.
- IEEE
- [1]N. Al Khoury, D. Claeys, and Z. Bukhsh, “Leveraging real-time degradation data for dynamic spare parts ordering using deep reinforcement learning,” in 11th IFAC Conference on Manufacturing Modelling, Management and Control, Book of Abstracts, Trondheim, Norway, 2025.
@inproceedings{01KNRPSRHFFW04V96X9QH4KDY9,
author = {{Al Khoury, Naim and Claeys, Dieter and Bukhsh, Zaharah}},
booktitle = {{11th IFAC Conference on Manufacturing Modelling, Management and Control, Book of Abstracts}},
keywords = {{Inventory Management,Deep Reinforcement Learning,Spare parts management}},
language = {{eng}},
location = {{Trondheim, Norway}},
title = {{Leveraging real-time degradation data for dynamic spare parts ordering using deep reinforcement learning}},
year = {{2025}},
}