Dr. Iakovos Michailidis

Postdoctoral Research Associate

  • Diploma in Electrical and Computer Engineering, Aristotle University of Thessaloniki (2010)
  • PhD in Optimal Control for IoT, Electrical and Computer Engineering Dpt, Democritus University of Thrace (2016)
  • MSc in Business Administration, Cross-Dpt, University of Macedonia Thessaloniki (2019)
  • MSc in Artificial Intelligence, Computer Science Dpt, Aristotle University of Thessaloniki (2022)

Iakovos Theodorou Michailidis, was born on the 27th of July 1986 in Ptolemaida, Kozani and grew up in Amindeo, a nearby small town located in North-Western Greece.
He graduated from the Department of Electrical and Computer Engineering of Polytechnic School, Aristotle University of Thessaloniki in November 2010. During his undergraduate studies he worked on selective coordination of protective devices and short circuit analysis (IEC60909) on energy distribution networks within his diploma thesis.
He received his Ph.D. Diploma from the Department of Electrical and Computer Engineering of the Polytechnic School in Democritus University of Thrace in April 2016. His main research interests during his post-graduate studies were related to Optimal & Adaptive Control In Large-Scale Sensor Networks.
In November 2019 he graduated from the cross-department post-graduate program in Business Administration of the University of Macedonia, focusing his research on data-driven Internal Quality Control systems.
In October 2022 he received his MSc diploma in Artificial Intelligence from the Computer Science Department of the Aristotle University of Thessaloniki. His research interests during his studies focused on Planning systems for applied rationale BDI agents.
He is currently conducting research in the area of Energy Efficient Building Climate Control. He is also working on applied Artificial Intelligence and Machine Learning techniques for various energy and building indexes as well as on smartening legacy systems using low-cost approaches.
In addition, he is occupied with research areas related to Locally Linearized System Identification, Convex Control Design Transformations, Model Based and Model Free (adaptive) techniques for Efficient Control in Large Scale Systems and Distributed (Agent-Driven) Adaptive and Optimal Control in Cyber Physical systems.

Recent Publications

Show all (59)

  • 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
  • K. Fanaridou, T. Moustakas, I. Michailidis, "CO2-Based Occupancy Estimation with Efficient Deep Learning: A Step Towards Edge-Deployable Soft Sensors.", in Proceedings of the 2025 International Conference on Artificial Intelligence, Computer, Data Sciences and Applications (ACDSA), Antalya, Turkiye, 07-09 August, 2025, pp. 1-6, doi: 10.1109/ACDSA65407.2025.11165897
  • T. Moustakas, K. Fanaridou, G. D. Karatzinis, G. Vougiatzis, O. Bouzos, N. M. Mateus, I. Michailidis, E. Kosmatopoulos, "CO2-based recommendation system for predictive ventilation schemes in different real-life building applications using deep learning.", Energy Reports, vol. 13, pp. 3537-3560, June 2025. https://doi.org/10.1016/j.egyr.2025.03.007
Contact
Dr. Iakovos 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 (ext. 127)
Fax: +30 2310 464164
Email: michaild@iti.gr
Url: https://www.linkedin.com/in/iakovos-michailidis-9a85848b/