Pavlos S. Georgilakis

38 papers B 1Journal 26Unranked 11
YearRankTypeTitle / Venue / Authors
2025 J jnl
Automatic Multiclass Classification of Unlabeled Ground-Based Sky Images for Minute-Scale PV Energy Yield Forecasting.
IEEE Access
Markos A. Kousounadis-Knousen, Francky Catthoor, Apostolos Bakovasilis, Pavlos S. Georgilakis
2025 J jnl
Data-driven Day Ahead Market Prices Forecasting: A Focus on Short Training Set Windows.
CoRR
Vasilis Michalakopoulos, Christoforos Menos-Aikateriniadis, Elissaios Sarmas, Antonis Zakynthinos, Pavlos S. Georgilakis, Dimitris Askounis
2025 J jnl
Towards a New Energy Reserves Market: The Role of EV Aggregators.
IEEE Access
Christoforos Menos-Aikateriniadis, Iason-Iraklis Avramidis, Pavlos S. Georgilakis, Isidoros Kokos, Georgios Tsaousoglou
2024 J jnl
An Advanced Hybrid Boot-LSTM-ICSO-PP Approach for Day-Ahead Probabilistic PV Power Yield Forecasting and Intra-Hour Power Fluctuation Estimation.
IEEE Access
Ioannis K. Bazionis, Markos A. Kousounadis-Knousen, Vasileios E. Katsigiannis, Francky Catthoor, Pavlos S. Georgilakis
2024 B conf
Sub-Hourly Load Forecasting for Community-Level Flexible Appliance Management.
IJCNN
Christoforos Menos-Aikateriniadis, Andreas Akarepis, Isidoros Kokos, Pavlos S. Georgilakis
2023 — conf
A Fair Selection Strategy for Residential Demand Response Participants.
SmartGridComm
Christoforos Menos-Aikateriniadis, Igyso Zafeiratou, Nikolaos Charitos, Pavlos S. Georgilakis, Isidoros Kokos
2023 J jnl
A New Co-Optimized Hybrid Model Based on Multi-Objective Optimization for Probabilistic Wind Power Forecasting in a Spatio-Temporal Framework.
IEEE Access
Markos A. Kousounadis-Knousen, Ioannis K. Bazionis, Dimitrios Soudris, Francky Catthoor, Pavlos S. Georgilakis
2023 J jnl
Optimal Scheduling of Electric Vehicle Charging with Deep Reinforcement Learning considering End Users Flexibility.
CoRR
Christoforos Menos-Aikateriniadis, Stavros Sykiotis, Pavlos S. Georgilakis
2022 J jnl
Comprehensive fuzzy logic coefficient of performance of absorption cooling system.
Expert Syst. Appl.
Besim Imamovic, Suad Smail Halilcevic, Pavlos S. Georgilakis
2022 J jnl
In Pursuit of New Real-Time Ancillary Services Providers: Hidden Opportunities in Low Voltage Networks and Sustainable Buildings.
IEEE Trans. Smart Grid
Iason-Iraklis Avramidis, Florin Capitanescu, Vasileios A. Evangelopoulos, Pavlos S. Georgilakis, Geert Deconinck
2022 J jnl
Solar Power driven EV Charging Optimization with Deep Reinforcement Learning.
CoRR
Stavros Sykiotis, Christoforos Menos-Aikateriniadis, Anastasios D. Doulamis, Nikolaos Doulamis, Pavlos S. Georgilakis
2021 J jnl
Voltage Regulation Support Along a Distribution Line by a Virtual Power Plant Based on a Center of Mass Load Modeling.
CoRR
Panayiotis Moutis, Pavlos S. Georgilakis, Nikos D. Hatziargyriou
2020 J jnl
Flexibility Services Management Under Uncertainties for Power Distribution Systems: Stochastic Scheduling and Predictive Real-Time Dispatch.
IEEE Access
Vasileios A. Evangelopoulos, Iason I. Avramidis, Pavlos S. Georgilakis
2018 J jnl
Voltage Regulation Support Along a Distribution Line by a Virtual Power Plant Based on a Center of Mass Load Modeling.
IEEE Trans. Smart Grid
Panayiotis Moutis, Pavlos S. Georgilakis, Nikos D. Hatziargyriou
2017 J jnl
Distributed and Decentralized Voltage Control of Smart Distribution Networks: Models, Methods, and Future Research.
IEEE Trans. Smart Grid
Kyriaki E. Antoniadou-Plytaria, Iasonas N. Kouveliotis-Lysikatos, Pavlos S. Georgilakis, Nikos D. Hatziargyriou
2017 J jnl
Online Reconfiguration of Active Distribution Networks for Maximum Integration of Distributed Generation.
IEEE Trans Autom. Sci. Eng.
Nikolaos C. Koutsoukis, Dimitris O. Siagkas, Pavlos S. Georgilakis, Nikos D. Hatziargyriou
2014 J jnl
Reduction of Stray Losses in Flange-Bolt Regions of Large Power Transformer Tanks.
IEEE Trans. Ind. Electron.
Juan Carlos Olivares-Galvan, Salvador Magdaleno-Adame, Rafael Escarela-Perez, Rodrigo Ocon-Valdez, Pavlos S. Georgilakis, George Loizos
2014 J jnl
Transmission pricing software for power engineering education.
Comput. Appl. Eng. Educ.
Georgia T. Tziasiou, George A. Orfanos, Pavlos S. Georgilakis, Nikos D. Hatziargyriou
2010 J jnl
A Novel Colored Fluid Stochastic Petri Net Simulation Model for Reliability Evaluation of Wind/PV/Diesel Small Isolated Power Systems.
IEEE Trans. Syst. Man Cybern. Part A
Yiannis A. Katsigiannis, Pavlos S. Georgilakis, George J. Tsinarakis
2010 J jnl
Ant Colony Optimisation solution to distribution transformer planning problem.
Int. J. Adv. Intell. Paradigms
Eleftherios I. Amoiralis, Pavlos S. Georgilakis, Marina A. Tsili, Antonios G. Kladas
2010 — conf
Genetic Algorithm Solution to Optimal Sizing Problem of Small Autonomous Hybrid Power Systems.
SETN
Yiannis A. Katsigiannis, Pavlos S. Georgilakis, Emmanuel S. Karapidakis
2009 J jnl
Genetic Algorithm Model for Profit Maximization of Generating Companies in Deregulated Electricity Markets.
Appl. Artif. Intell.
Pavlos S. Georgilakis
2008 — conf
Ant Colony System-Based Algorithm for Optimal Multi-stage Planning of Distribution Transformer Sizing.
KES (2)
Eleftherios I. Amoiralis, Pavlos S. Georgilakis, Marina A. Tsili, Antonios G. Kladas
2008 J jnl
Computer aided analysis and design of power transformers.
Comput. Ind.
Marina A. Tsili, Antonios G. Kladas, Pavlos S. Georgilakis
2007 J jnl
Artificial Intelligence Solution to Electricity Price Forecasting Problem.
Appl. Artif. Intell.
Pavlos S. Georgilakis
2007 J jnl
Economic evaluation of biomass heating systems: a case of greenhouses in northern Greece.
Oper. Res.
Ilias J. Gousgouriotis, Yiannis A. Katsigiannis, Pavlos S. Georgilakis
2006 J jnl
A Systematic Stochastic Petri Net Based Methodology for Transformer Fault Diagnosis and Repair Actions.
J. Intell. Robotic Syst.
Pavlos S. Georgilakis, John A. Katsigiannis, Kimon P. Valavanis, Athanasios T. Souflaris
2006 J jnl
A methodology for the economic evaluation of photovoltaic systems.
Oper. Res.
Vassilis L. Stampolidis, Yiannis A. Katsigiannis, Pavlos S. Georgilakis
2006 — conf
An Artificial Neural Network for the Selection of Winding Material in Power Transformers.
SETN
Eleftherios I. Amoiralis, Pavlos S. Georgilakis, Alkiviadis T. Gioulekas
2006 — conf
Improved Wind Power Forecasting Using a Combined Neuro-fuzzy and Artificial Neural Network Model.
SETN
Yiannis A. Katsigiannis, Antonis G. Tsikalakis, Pavlos S. Georgilakis, Nikos D. Hatziargyriou
2006 — conf
Market Clearing Price Forecasting in Deregulated Electricity Markets Using Adaptively Trained Neural Networks.
SETN
Pavlos S. Georgilakis
2005 — conf
A Genetic Algorithm Solution to the Governor-Turbine Dynamic Model Identification in Multi-Machine Power Systems.
CDC/ECC
George K. Stefopoulos, Pavlos S. Georgilakis, Nikos D. Hatziargyriou, A. P. Sakis Meliopoulos
2004 — conf
Adaptive multimedia content personalization.
ISCAS (2)
Nikolaos D. Doulamis, Pavlos S. Georgilakis
2004 — conf
Diagnosing Transformer Faults with Petri Nets.
SETN
John A. Katsigiannis, Pavlos S. Georgilakis, Athanasios T. Souflaris, Kimon P. Valavanis
2004 — conf
Petri net based transformer fault diagnosis.
ISCAS (5)
Pavlos S. Georgilakis, John A. Katsigiannis, Kimon P. Valavanis
2002 J jnl
A synergetic neural network-genetic scheme for optimal transformer construction.
Integr. Comput. Aided Eng.
Nikolaos D. Doulamis, Anastasios D. Doulamis, Pavlos S. Georgilakis, Stefanos D. Kollias, Nikos D. Hatziargyriou
2002 — conf
On the Application of Artificial Intelligence Techniques to the Quality Improvement of Industrial Processes.
SETN
Pavlos S. Georgilakis, Nikos D. Hatziargyriou
2001 J jnl
A novel iron loss reduction technique for distribution transformers based on a combined genetic algorithm - neural network approach.
IEEE Trans. Syst. Man Cybern. Syst.
Pavlos S. Georgilakis, Nikolaos D. Doulamis, Anastasios D. Doulamis, Nikos D. Hatziargyriou, Stefanos D. Kollias