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Dr. Panos Michailidis -
Publications

Journals

  1. P. Michailidis, I. Michailidis, E. Kosmatopoulos, "Reinforcement Learning for Electric Vehicle Charging Management: Theory and Applications.", Energies, 2025.
  2. P. Michailidis, I. Michailidis, F. Minelli, H. Coban, E. Kosmatopoulos, "Model Predictive Control for Smart Buildings: Applications and Innovations in Energy Management.", Buildings, vol. 15, no. 18, 12 September, 2025. https://doi.org/10.3390/buildings15183298
  3. M. Kurucan, P. Michailidis, I. Michailidis, F. Minelli, "A Modular Hybrid SOC-Estimation Framework with a Supervisor for Battery Management Systems Supporting Renewable Energy Integration in Smart Buildings.", Energies, vol. 18, no. 17, 27 August, 2025. https://doi.org/10.3390/en18174537
  4. P. Michailidis, I. Michailidis, C. Lazaridis, E. Kosmatopoulos, "Traffic Signal Control via Reinforcement Learning: A Review on Applications and Innovations.", Infrastructures, vol. 10, no. 5, 6 May, 2025. https://doi.org/10.3390/infrastructures10050114
  5. P. Michailidis, I. Michailidis, E. Kosmatopoulos, "Reinforcement Learning for Optimizing Renewable Energy Utilization in Buildings: A Review on Applications and Innovations.", Energies, vol. 18, no. 7, 30 March, 2025. https://doi.org/10.3390/en18071724
  6. P. Michailidis, I. Michailidis, E. Kosmatopoulos, "Review and Evaluation of Multi-Agent Control Applications for Energy Management in Buildings.", Energies, vol. 17, no. 19, 26 September, 2024. https://doi.org/10.3390/en17194835
  7. C. Lazaridis, I. Michailidis, G. Karatzinis, P. Michailidis, E. Kosmatopoulos, "Evaluating Reinforcement Learning Algorithms in Residential Energy Saving and Comfort Management.", Energies, vol. 17, no. 3, 25 January, 2024. https://doi.org/10.3390/en17030581
  8. P. Michailidis, I. Michailidis, S. Gkelios, E. Kosmatopoulos, "Artificial Neural Network Applications for Energy Management in Buildings: Current Trends and Future Directions.", Energies, vol. 17, no. 3, 24 January, 2024. https://doi.org/10.3390/en17030570
  9. P. Michailidis, I. Michailidis, D. Vamvakas, E. Kosmatopoulos, "Model-Free HVAC Control in Buildings: A Review.", Energies, vol. 16, no. 20, 2023. https://doi.org/10.3390/en16207124
  10. P. Michailidis, I. T. Michailidis, S. Gkelios, G. Karatzinis, E. B. Kosmatopoulos, "Neuro-distributed Cognitive Adaptive Optimization for Training Neural Networks in a Parallel and Asynchronous Manner.", Integrated Computer-Aided Engineering, vol. 31, no. 1, pp. 1-23, 6 August 2023. https://doi.org/10.3233/ICA-230718
  11. D. Vamvakas, P. Michailidis, C. Korkas, E. Kosmatopoulos, "Review and Evaluation of Reinforcement Learning Frameworks on Smart Grid Applications.", Energies, vol. 16, no. 14, 2023. https://doi.org/10.3390/en16145326
  12. C. Keroglou, I. Kansizoglou, P. Michailidis, K. Oikonomou, I. Papapetros, P. Dragkola, I. T. Michailidis, A. Gasteratos, E. B. Kosmatopoulos, G. C. Sirakoulis, "A Survey on Technical Challenges of Assistive Robotics for Elder People in Domestic Environments: The ASPiDA Concept.", In IEEE Transactions on Medical Robotics and Bionics, vol. 5, no. 2, pp. 196-205, May 2023, doi: 10.1109/TMRB.2023.3261342
  13. K. Kotis, A. Dimara, S. Angelis, P. Michailidis, I. Michailidis, C. Anagnostopoulos, S. Krinidis, E. Kosmatopoulos, "Towards Optimal Planning for Green, Smart, and Semantically Enriched Cultural Tours.", Smart Cities, vol. 6, no. 1, pp. 123-136, 2023. https://doi.org/10.3390/smartcities6010007
  14. G. Karatzinis, P. Michailidis, I. Michailidis, A. Ch. Kapoutsis, E. Kosmatopoulos, Y. Boutalis, "Coordinating heterogeneous mobile sensing platforms for effectively monitoring a dispersed gas plume.", Integrated Computer-Aided Engineering, vol. 29, no. 4, pp. 411-429, November 1, 2022, doi: 10.3233/ICA-220690
  15. I. Michailidis, T. Schild, R. Sangi, P. Michailidis, C. Korkas, J. Fütterer, D. Müller, E. Kosmatopoulos, "Energy-efficient HVAC management using cooperative, self-trained, control agents: A real-life German building case study", Applied Energy, Volume 211, 2018, Pages 113-125, ISSN 0306-2619. https://doi.org/10.1016/j.apenergy.2017.11.046
  16. P. Michailidis, P. Pelitaris, C. Korkas, I. Michailidis, S. Baldi, E. Kosmatopoulos, "Enabling Optimal Energy Management with Minimal IoTRequirements: A Legacy A/C Case Study.", Energies, vol. 14, no. 23, 2021. https://doi.org/10.3390/en14237910
  17. I. Michailidis, A. Ch. Kapoutsis, C. Korkas, P. Michailidis, K. Alexandridou, C. Ravanis, E. Kosmatopoulos, "Embedding autonomy in large-scale IoT ecosystems using CAO and L4G-CAO.", Discover Internet of Things, vol. 1, February 2021. https://doi.org/10.1007/s43926-021-00003-w
  18. I. Michailidis, R. Sangi, P. Michailidis, T. Schild, J. Fuetterer, D. Mueller, E. Kosmatopoulos, "Balancing Energy Efficiency with Indoor Comfort Using Smart Control Agents: A Simulative Case Study.", Energies, vol. 13, no. 23, 2020. https://doi.org/10.3390/en13236228
  19. I. Michailidis, D. Manolis, P. Michailidis, C. Diakaki, E. Kosmatopoulos, "A decentralized optimization approach employing cooperative cycle-regulation in an intersection-centric manner: A complex urban simulative case study.", Transportation Research Interdisciplinary Perspectives, vol. 8, 2020. https://doi.org/10.1016/j.trip.2020.100232.

Conference

  1. I. Michailidis, P. Michailidis, E. Kosmatopoulos, N. Bassiliades, "Open-Source Online Mission-Planning in Emergent Environments with PDDL for Multi-robot Applications.", in Proceedings of the International Conference on Artificial Intelligence Applications and Innovations (IFIP AIAI), June 2024, pp. 433–446. https://doi.org/10.1007/978-3-031-63227-3_31
  2. I. Michailidis, D. Manolis, P. Michailidis, C. Diakaki, E. Kosmatopoulos, "Autonomous Self-Regulating Intersections in Large-Scale Urban Traffic Networks: a Chania City Case Study,", 2018 5th International Conference on Control, Decision and Information Technologies (CoDIT), 2018, pp. 853-858, doi: 10.1109/CoDIT.2018.8394910.0.1109/CoDIT.2018.8394942.
  3. I. Michailidis, P. Michailidis, K. Alexandridou, P. Brewick, S. Masri, E. Kosmatopoulos , A. Chassiakos, "Seismic Active Control under Uncertain Ground Excitation: an Efficient Cognitive Adaptive Optimization Approach", IEEE-2018 5th International Conference on Control, Decision and Information Technologies (CoDIT), Thessaloniki, Greece (2018)
  4. G. Salavasidis, A. Kapoutsis, S. Chatzichristofis, P. Michailidis, E. Kosmatopoulos, "Autonomous Trajectory Design System for Mapping of Unknown Sea-Floors Using a Team of AUVs", «17th European Control Conference (ECC 2018)», June 12-15 2018, Limasol, Cyprus, pp. 1080-1087.
  5. C. Korkas, S. Baldi, P. Michailidis, E. Kosmatopoulos, "A cognitive stochastic approximation approach to optimal charging schedule in electric vehicle stations", In Control and Automation (MED), 25th Mediterranean Conference on (pp. 484-489). IEEE. (2017, July)
  6. I. Michailidis, P. Michailidis, A. Rizos, C. Korkas, E. Kosmatopoulos, "Automatically Fine-Tuned Speed Control System for Fuel and Travel-Time Efficiency: A Microscopic Simulation Case Study", 25th Mediterranean Conference on Control and Automation, July 3-6, 2017, Valletta, Malta

Books Chapters

  1. K. Stamatelatou, G. Antonopoulou, P. Michailidis, "Biomethane and biohydrogen production via anaerobic digestion/fermentation", in Advances in biorefineries, Woodhead Publishing Limited, UK (2014)