Journal Articles
Ferreira, P, Danny, P, Pereira, I, Hiwarkar, V, Sayed, MS, Lohse, N, Aguiar, S, Goncalves, G, Goncalves, J, Bottinger, F (2019)
Integrated design environment for reusable modular assembly systems,
Assembly Automation, 39(4), pp.664-672, ISSN: 0144-5154. DOI:
10.1108/AA-11-2017-154.
Conferences
Anandan, P, Rielly, C, Benyahia, B (2022)
Optimal control policies of a crystallization process using inverse reinforcement learning. In Montastruc, L and Negny, S (ed)
32nd European Symposium on Computer Aided Process Engineering (ESCAPE32); 32nd European Symposium on Computer Aided Process Engineering: ESCAPE-32, Toulouse, France, pp.1093-1098, ISBN: 9780323958790. DOI:
10.1016/B978-0-323-95879-0.50183-1.
Benyahia, B,
Anandan, PD, Rielly, C (2021)
Robust Model-Based Reinforcement Learning Control of a Batch Crystallization Process. In
2021 9th International Conference on Systems and Control (ICSC). DOI:
10.1109/icsc50472.2021.9666494.
Benyahia, B,
Anandan, PD, Rielly, C (2021) Control of Batch and Continuous Crystallization Processes using Reinforcement Learning. In
Proceedings of the 31st European Symposium on Computer Aided Process Engineering, Istanbul, Tureky.
Zimmer, M, Ferreira, P, Danny, P, Al-Yacoub, A, Lohse, N, Gentile, V (2019)
Towards a decision-support framework for reducing ramp-up effort in plug-and-produce systems. In
2nd IEEE International Conference on Industrial Cyber Physical Systems (ICPS2019), Taipei, Taiwan, pp.478-483, ISBN: 9781538685006. DOI:
10.1109/ICPHYS.2019.8780369.
Danny, P, Ferreira, P, Lohse, N, Dorofeev, K (2018)
An event-based automationML model for the process execution of ‘plug-and-produce’ assembly systems. In
IEEE 16th International Conference of Industrial Informatics (INDIN 2018), Porto, Portugal,ISBN: 9781538648292. DOI:
10.1109/INDIN.2018.8471955.
Danny, P, Ferreira, P, Lohse, N, Guedes, M (2017)
An AutomationML model for plug-and-produce assembly systems. In
2017 IEEE 15th International Conference on Industrial Informatics (INDIN), Emden, Germany, pp.849-854, DOI:
10.1109/INDIN.2017.8104883.
Danny, P, Hiwarkar, V, Sayed, M, Ferreira, P, Lohse, N (2016)
Linear constraint programming for cost-optimized configuration of modular assembly systems. In
49th CIRP Conference on Manufacturing Systems (CIRP-CMS 2016), Stuttgart, Germany. DOI:
10.1016/j.procir.2016.11.073.
Chapters
Meng, Q,
Anandan, P, Rielly, C, Benyahia, B (2023)
Multi-agent reinforcement learning and RL-based adaptive PID control of crystallization processes. In Kokossis, AC, Georgiadis, MC, Pistikopoulos, E (ed)
33rd European Symposium on Computer Aided Process Engineering, Elsevier, pp.1667-1672, ISBN: 9780443152740. DOI:
10.1016/B978-0-443-15274-0.50265-1.
Benyahia, B,
Anandan, P, Rielly, C (2021)
Control of batch and continuous crystallization processes using reinforcement learning. In Türkay, M and Gani, R (ed)
31st European Symposium on Computer Aided Process Engineering: ESCAPE-31, Elsevier, Istanbul,Turkey, pp.1371-1376, ISBN: 9780323885065. DOI:
10.1016/B978-0-323-88506-5.50211-4.
