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Dr. Iakovos Michailidis -
Publications

Journals

  1. A. Papaioannou, A. Dimara, S. Krinidis, G. Tzitziou, I. Papaioannou, I. Michailidis, C. N. Anagnostopoulos, D. Ioannidis, E. Kosmatopoulos, D. Tzovaras, "A novel AI-powered method for robust identification of operational phases in refrigerators.", Sustainable Energy, Grids and Networks. 2024 Sep 1;39:101405.
  2. I. Papaioannou, A. Dimara, C. Korkas, I. Michailidis, A. Papaioannou, C. N. Anagnostopoulos, E. Kosmatopoulos, S. Krinidis, D. Tzovaras, "An Applied Framework for Smarter Buildings Exploiting a Self-Adapted Advantage Weighted Actor-Critic", Energies, Jan 2024, 17, 616. https://doi.org/10.3390/en17030616
  3. P. Michailidis, I. Michailidis, D. Vamvakas, E. Kosmatopoulos, "Model-Free HVAC Control in Buildings: A Review.", Energies. 2023; 16(20):7124. https://doi.org/10.3390/en16207124
  4. 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, IOS Press, no. Pre-press, pp. 1-23, 6 August 2023. https://doi.org/10.3233/ICA-230718
  5. 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
  6. 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", 2023, Smart Cities 6, no. 1: 123-136. https://doi.org/10.3390/smartcities6010007
  7. 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 2020, 13, 6228. https://doi.org/10.3390/en13236228
  8. 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", Volume 8, 2020, 100232, ISSN 2590-1982, https://doi.org/10.1016/j.trip.2020.100232.
  9. A. Kapoutsis, I. Michailidis, Y. Boutalis, E. Kosmatopoulos, "Building synergetic consensus for dynamic gas-plume tracking applications using UAV platforms", Computers & Electrical Engineering, Volume 91, 2021, 107029, ISSN 0045-7906, https://doi.org/10.1016/j.compeleceng.2021.107029
  10. R. Marin-Perez, I. Michailidis, D. Garcia-Carrillo, C. Korkas, E. Kosmatopoulos, A. Skarmeta, "PLUG-N-HARVEST Architecture for Secure and Intelligent Management of Near-Zero Energy Buildings.", Sensors 2019, 19, 843. https://doi.org/10.3390/s19040843
  11. 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
  12. C. Korkas, A. Dimara, I. Michailidis, S. Krinidis, R. Marin-Perez, A. García, A. Skarmeta, K. Kitsikoudis, E. Kosmatopoulos, C. Anagnostopoulos, D. Tzovaras, "Integration and Verification of PLUG-N-HARVEST ICT Platform for Intelligent Management of Buildings", MDPI Energies, Vol. 15, No 22, 2610. April 2022, doi.org/10.3390/en15072610
  13. I. Michailidis, A. Kapoutsis, C. Korkas, P. Michailidis, "Embedding autonomy in large-scale IoT ecosystems using CAO and L4G-CAO.", Discov Internet Things 1, 8 (2021). https://doi.org/10.1007/s43926-021-00003-w
  14. G. Karatzinis, P. Michailidis, I. Michailidis, A. 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. DOI: 10.3233/ICA-220690
  15. 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 14, no. 23: 7910. https://doi.org/10.3390/en14237910
  16. R. Marin-Perez, I. Michailidis, D. Garcia-Carrillo, C. Korkas, E. Kosmatopoulos, A. Skarmeta, "PLUG-N-HARVEST Architecture for Secure and Intelligent Management of Near-Zero Energy Buildings", Sensors, Vol. 19, Issue 4, pp. 843, 2019, DOI: , URL: https://doi.org/10.3390/s19040843
  17. C. Korkas, S. Baldi, I. Michailidis, E. Kosmatopoulos, "Occupancy-based demand response and thermal comfort optimization in microgrids with renewable energy sources and energy storage", Applied Energy, 163, 93-104. (2016)
  18. I. Michailidis, C. Korkas, E. Kosmatopoulos, E. Nassie, "Automated control calibration exploiting exogenous environment energy: An Israeli commercial building case study", Energy and Buildings, 128, 473-483. (2016).
  19. C. Korkas, S. Baldi, I. Michailidis, E. Kosmatopoulos, "Intelligent energy and thermal comfort management in grid-connected microgrids with heterogeneous occupancy schedule", Applied Energy, 149, 194-203. (2015)
  20. S. Baldi, A. Karagevrekis, I. Michailidis, E. Kosmatopoulos, "Joint energy demand and thermal comfort optimization in photovoltaic-equipped interconnected microgrids", Energy Conversion and Management, 101, 352-363. (2015)
  21. I. Michailidis, S. Baldi, E. Kosmatopoulos, M. F. Pichler, J. R. Santiago, "Improving Energy Savings and Thermal Comfort in Large-scale Buildings via Adaptive Optimization", Control Theory: Perspectives, Applications and Developments, Edited by Francisco Miranda, Nova Science Publishers, Francisco Miranda (Ed.), 2015, pp. 14-1–14-22, 2015. ISBN: 978-1-63482-707-22.
  22. I. Michailidis, S. Baldi, E. Kosmatopoulos, M. F. Pichler, J. R. Santiago, "Proactive Control for Solar Energy Exploitation: a German High-inertia Building Case Study", Applied Energy, Elsevier, 2015, doi:10.1016/j.apenergy.2015.06.033.
  23. S. Baldi, I. Michailidis, E. Kosmatopoulos, P. Ioannou, "A 'plug and play' computationally efficient approach for control design of large-scale nonlinear systems using cosimulation: a combination of two 'ingredients'", IEEE Control Systems Magazine, 34(5), 56-71. (2014)
  24. A. Karagevrekis, S. Baldi, I. Michailidis, E. Kosmatopoulos, "Interconnected microgrids: An energyplus simulation test case", Machines Review, 1(1), 7-13. (2014)
  25. S. Baldi, I. Michailidis, E. Kosmatopoulos, A. Papachristodoulou, P. A. Ioannou, "Convex Design Control for Practical Nonlinear Systems", Transactions on Automatic Control, IEEE, 2014, Vol. 59, Issue 7, pp. 1692-1705, 2014. doi:10.1109/TAC.2014.2309271.

Conference

  1. G. Tzitziou, A. Dimara, A. Stefanopoulou, A. Papaioannou, I. Michailidis, S. Krinidis, C. N. Anagnostopoulos, E. Kosmatopoulos, D. Ioannidis, D. Tzovaras, "Tourist Flow Projection in Response to Weather Variability for Sustainable Tourism and Management.", In IFIP International Conference on Artificial Intelligence Applications and Innovations 2024 Jun 23 (pp. 476-489). Cham: Springer Nature Switzerland.
  2. Α. Papaioannou, A. Dimara, I. Papaioannou, A. Stefanopoulou, L. Georgios, I. Michailidis, C. Korkas, C. N. Anagnostopoulos, E. Kosmatopoulos, S. Krinidis, D. Tzovaras, "An Innovative Methodology for Revealing Home Appliances’ Consumption Patterns to Transform Energy Management and Maintenance Strategies", In Artificial Intelligence Applications and Innovations Conference (AIAI 2024) IFIP WG 12.5 International Workshops. AIAI 2024. IFIP Advances in Information and Communication Technology, vol 715, June 2024, Springer, Cham. https://doi.org/10.1007/978-3-031-63227-3_27
  3. G. Karatzinis, I. Michailidis, A. Dimara, A. Stefanopoulou, V. G. Vasilopoulos, S. Krinidis, C. N. Anagnostopoulos, E. Kosmatopoulos, D. Ioannidis, D. Tzovaras, "Treating Common Problems Observed During Smart Building Control Real-Life Testing: Sharing Practical Experience.", n IFIP International Conference on Artificial Intelligence Applications and Innovations (pp. 254-265). AIAI 2023 IFIP WG 12.5 International Workshops. AIAI 2023. IFIP Advances in Information and Communication Technology, vol 677. Springer, Cham. https://doi.org/10.1007/978-3-031-34171-7_20
  4. A. Papaioannou, A. Dimara, I. Michailidis, A. Stefanopoulou, G. Karatzinis, S. Krinidis, C. N. Anagnostopoulos, E. Kosmatopoulos, D. Ioannidis, D. Tzovaras, "Self-protection of IoT Gateways Against Breakdowns and Failures Enabling Automated Sensing and Control.", In IFIP International Conference on Artificial Intelligence Applications and Innovations (pp. 231-241). AIAI 2023 IFIP WG 12.5 International Workshops. AIAI 2023. IFIP Advances in Information and Communication Technology, vol 677. Springer, Cham. https://doi.org/10.1007/978-3-031-34171-7_18
  5. A. Stefanopoulou, A. Dimara, I. Michailidis, G. Karatzinis, A. Papaioannou, S. Krinidis, C. N. Anagnostopoulos, E. Kosmatopoulos, D. Ioannidis, D. Tzovaras, "Ensuring Reliability in Smart Building IoT Operations Through Real-Time Holistic Data Treatment.", In IFIP International Conference on Artificial Intelligence Applications and Innovations (pp. 207-218). AIAI 2023 IFIP WG 12.5 International Workshops. AIAI 2023. IFIP Advances in Information and Communication Technology, vol 677. Springer, Cham. https://doi.org/10.1007/978-3-031-34171-7_16
  6. G. Karatzinis, C. Korkas, M. Terzopoulos, C. Tsaknakis, A. Stefanopoulou, I. Michailidis, E. Kosmatopoulos, "Chargym: An EV charging station model for controller benchmarking.", In Artificial Intelligence Applications and Innovations. AIAI 2022 IFIP WG 12.5 International Workshops: MHDW 2022, 5G-PINE 2022, AIBMG 2022, ML@ HC 2022, and AIBEI 2022, Hersonissos, Crete, Greece, June 17–20, 2022, Proceedings (pp. 241-252). Cham: Springer International Publishing.
  7. I. Michailidis, A. Kapoutsis, E. Kosmatopoulos, Y. Boutalis, "Dynamic Plume Tracking Utilizing Symbiotic Heterogeneous Remote Sensing Platforms.", Artificial Intelligence Applications and Innovations. AIAI 2021. IFIP Advances in Information and Communication Technology, vol 627. Springer, Cham. https://doi.org/10.1007/978-3-030-79150-6_48
  8. 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.
  9. A. Stefanopoulou, I. Michailidis, A. Dimara, S. Krinidis, E. Kosmatopoulos, C. Anagnostopoulos, D. Tzovaras, "Performance Meta-analysis for Big-Data Univariate Auto-Imputation in the Building Sector", 18th International Conference on Artificial Intelligence Applications and Innovations (AIAI’22), Crete, Greece, 17-20 June 2022
  10. I. Michailidis, G. Vougiatzis, A. Stefanopoulou, A. Dimara, C. Korkas, S. Krinidis, E. Kosmatopoulos, D. Ioannidis, C. Anagnostopoulos, D. Tzovaras, "Non-intrusive Diagnostics for Legacy Heat-Pump Performance Degradation", 18th International Conference on Artificial Intelligence Applications and Innovations (AIAI’22), Crete, Greece, 17-20 June 2022
  11. A. Dimara, A. Kyrtsoglou, I. Michailidis, S. Krinidis, E. Kosmatopoulos, D. Ioannidis, C. Anagnostopoulos, D. Tzovaras, "Environmental Feature Correlation and Meta-analysis for Occupancy Detection - A Real-Life Assessment", 18th International Conference on Artificial Intelligence Applications and Innovations (AIAI’22), Crete, Greece, 17-20 June 2022
  12. 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)
  13. 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
  14. R. Sangi, T. Schild, M. Daum, J. Futterer, R. Streblow, D. Muller, I. Michailidis, E. Kosmatopoulos, "Simulation–based implementation and evaluation of a system of systems optimization algorithm in a building control system", MED’16: The 24th Mediterranean Conference on Control and Automation, Athens, Greece, (pp. 1296-1301) IEEE. (2016)
  15. C. Korkas, S. Baldi, I. Michailidis, I. Boutalis, E. Kosmatopoulos, "A Supervisory Approach to Microgrid Demand Response and Climate Control", MED’16: The 24th Mediterranean Conference on Control and Automation, Athens, Greece, (pp. 1140-1145). (2016)
  16. E. Kosmatopoulos, I. Michailidis, C. Korkas, C. Ravanis, "Local4Global Adaptive Optimization and control for System-of-Systems", European Control Conference (ECC), 15th July, Linz, Austria, 2015 (pp. 3536-3541). IEEE.
  17. C. Korkas, S. Baldi, I. Michailidis, E. Kosmatopoulos, "Multi-objective control strategy for energy management of grid-connected heterogeneous microgrids", In American Control Conference (ACC), (pp. 5515-5520). IEEE. (2015, July)
  18. S. Baldi, I. Michailidis, V. Ntampasi, E. Kosmatopoulos, I. Papamichail, M. Papageorgiou, "Simulation-based Synthesis for Approximately Optimal Urban Traffic Light Management", American Control Conference, IEEE , 2015, ISBN: 978-1-4799-8685-9, doi: 10.1109/ACC.2015.7170843.
  19. I. Michailidis, S. Baldi, E. Kosmatopoulos, I. Boutalis, "Optimization-based active techniques for energy efficient building control part ii: Real-life experimental results", In International conference on buildings energy efficiency and renewable energy sources, BEE RES (pp. 39-42). (2014)
  20. I. Michailidis, S. Baldi, E. Kosmatopoulos, I. Boutalis, "Optimization-based active techniques for energy efficient building control part i: Optimization algorithms", In International Conference on Buildings Energy Efficiency and Renewable Energy Sources, BEE RES (pp. 35-38). (2014)
  21. S. Baldi, I. Michailidis, E. Kosmatopoulos, P. A. Ioannou, "A ‘Plug-n- Play’ Computationally Efficient Approach for Control Design of Large-Scale Nonlinear Systems using co-Simulation", 52nd Conference on Decision and Control, IEEE, 2013 December 10th-13th, Florence, Italy, pp. 436-441, 2013.
  22. I. Michailidis, M. F. Pichler, E. Kosmatopoulos, "Multi-Linear State Space Model Identification for Large Scale Building Systems", Sustainable Building Conference Institute of Technology and Testing of Building Materials of Graz University of Technology, AEE - Institute for Sustainable Technologies, 2013, ISBN 978-3-85125-301-6, DOI: 10.3217/978-3-85125-301-6.

Books Chapters

  1. I. Michailidis, S. Baldi, E. Kosmatopoulos, M. F. Pichler, J. R. Santiago, "Improving Energy Savings and Thermal Comfort in Large-scale Buildings via Adaptive Optimization", Nova Science Publishers, Francisco Miranda (Ed.), pp. 315-336, 2015. ISBN: 978-1-63482-707-22
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