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Dr. Panos Michailidis

Postdoctoral Research Associate

  • Diploma in Chemical Engineering, Aristotle University of Thessaloniki (2003)
  • M.Sc. in Environmental Engineering, Democritus University of Thrace (2013)
  • Ph.D. in Electrical and Computer Engineering, Democritus University of Thrace (2024)

Dr. Panagiotis Michailidis is a Postdoctoral Research Associate at the Information Technologies Institute (I.T.I.) of the Centre for Research and Technology Hellas (CE.R.T.H.). He holds an M.Sc. in Environmental Engineering from the Polytechnic School of Democritus University of Thrace (DUTH) and a Ph.D. in Electrical and Computer Engineering from the same institution. His research lies at the intersection of advanced control systems engineering and artificial intelligence, with expertise in neural networks, distributed machine learning, and large-scale IoT applications. He has developed novel methods in model parallelism and asynchronous deep learning, designed to enable scalable and efficient energy management solutions for buildings. To date, Dr. P. Michailidis has contributed to more than 14 European (H2020 & FP7) and 4 national research and innovation projects.

Recent Publications

Show all (26)

  • P. Michailidis, I. Michailidis, E. Kosmatopoulos, "Reinforcement Learning for Electric Vehicle Charging Management: Theory and Applications.", Energies, 2025.
  • 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
  • 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
  • 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
  • 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
Contact
Dr. Panos Michailidis
Building B - Office 0.2A

Information Technologies Institute
Centre of Research & Technology - Hellas
1st km Thermis - Panoramatos, 57001, Thermi - Thessaloniki
Tel.: +30 2310 464160
Fax: +30 2310 464164
Email: panosmih@iti.gr