Prediction of iron losses of wound core distribution transformers based on artificial neural networks. - Paul S. Georgilakis; Nikos D. Hatziargyriou; Nikolaos D. Doulamis; Anastasios D. Doulamis; Stefanos D. Kollias (Neurocomputing, 1998)

A novel iron loss reduction technique for distribution transformers based on a combined genetic algorithm - neural network approach. - Pavlos S. Georgilakis; Nikolaos D. Doulamis; Anastasios D. Doulamis; Nikos D. Hatziargyriou; Stefanos D. Kollias (IEEE Trans. Syst. Man Cybern. Syst., 2001)

On the Application of Artificial Intelligence Techniques to the Quality Improvement of Industrial Processes. - Pavlos S. Georgilakis; Nikos D. Hatziargyriou (SETN, 2002)

A synergetic neural network-genetic scheme for optimal transformer construction. - Nikolaos D. Doulamis; Anastasios D. Doulamis; Pavlos S. Georgilakis; Stefanos D. Kollias; Nikos D. Hatziargyriou (Integr. Comput. Aided Eng., 2002)

Adaptive multimedia content personalization. - Nikolaos D. Doulamis; Pavlos S. Georgilakis (ISCAS (2), 2004)

Petri net based transformer fault diagnosis. - Pavlos S. Georgilakis; John A. Katsigiannis; Kimon P. Valavanis (ISCAS (5), 2004)

Diagnosing Transformer Faults with Petri Nets. - John A. Katsigiannis; Pavlos S. Georgilakis; Athanasios T. Souflaris; Kimon P. Valavanis (SETN, 2004)

A Genetic Algorithm Solution to the Governor-Turbine Dynamic Model Identification in Multi-Machine Power Systems. - George K. Stefopoulos; Pavlos S. Georgilakis; Nikos D. Hatziargyriou; A. P. Sakis Meliopoulos (CDC/ECC, 2005)

An Artificial Neural Network for the Selection of Winding Material in Power Transformers. - Eleftherios I. Amoiralis; Pavlos S. Georgilakis; Alkiviadis T. Gioulekas (SETN, 2006)

Market Clearing Price Forecasting in Deregulated Electricity Markets Using Adaptively Trained Neural Networks. - Pavlos S. Georgilakis (SETN, 2006)

Improved Wind Power Forecasting Using a Combined Neuro-fuzzy and Artificial Neural Network Model. - Yiannis A. Katsigiannis; Antonis G. Tsikalakis; Pavlos S. Georgilakis; Nikos D. Hatziargyriou (SETN, 2006)

A Systematic Stochastic Petri Net Based Methodology for Transformer Fault Diagnosis and Repair Actions. - Pavlos S. Georgilakis; John A. Katsigiannis; Kimon P. Valavanis; Athanasios T. Souflaris (J. Intell. Robotic Syst., 2006)

A methodology for the economic evaluation of photovoltaic systems. - Vassilis L. Stampolidis; Yiannis A. Katsigiannis; Pavlos S. Georgilakis (Oper. Res., 2006)

Artificial Intelligence Solution to Electricity Price Forecasting Problem. - Pavlos S. Georgilakis (Appl. Artif. Intell., 2007)

Economic evaluation of biomass heating systems: a case of greenhouses in northern Greece. - Ilias J. Gousgouriotis; Yiannis A. Katsigiannis; Pavlos S. Georgilakis (Oper. Res., 2007)

Ant Colony System-Based Algorithm for Optimal Multi-stage Planning of Distribution Transformer Sizing. - Eleftherios I. Amoiralis; Pavlos S. Georgilakis; Marina A. Tsili; Antonios G. Kladas (KES (2), 2008)

Computer aided analysis and design of power transformers. - Marina A. Tsili; Antonios G. Kladas; Pavlos S. Georgilakis (Comput. Ind., 2008)

Genetic Algorithm Model for Profit Maximization of Generating Companies in Deregulated Electricity Markets. - Pavlos S. Georgilakis (Appl. Artif. Intell., 2009)

Genetic Algorithm Solution to Optimal Sizing Problem of Small Autonomous Hybrid Power Systems. - Yiannis A. Katsigiannis; Pavlos S. Georgilakis; Emmanuel S. Karapidakis (SETN, 2010)

Ant Colony Optimisation solution to distribution transformer planning problem. - Eleftherios I. Amoiralis; Pavlos S. Georgilakis; Marina A. Tsili; Antonios G. Kladas (Int. J. Adv. Intell. Paradigms, 2010)

A Novel Colored Fluid Stochastic Petri Net Simulation Model for Reliability Evaluation of Wind/PV/Diesel Small Isolated Power Systems. - Yiannis A. Katsigiannis; Pavlos S. Georgilakis; George J. Tsinarakis (IEEE Trans. Syst. Man Cybern. Part A, 2010)

Transmission pricing software for power engineering education. - Georgia T. Tziasiou; George A. Orfanos; Pavlos S. Georgilakis; Nikos D. Hatziargyriou (Comput. Appl. Eng. Educ., 2014)

Reduction of Stray Losses in Flange-Bolt Regions of Large Power Transformer Tanks. - Juan Carlos Olivares-Galvan; Salvador Magdaleno-Adame; Rafael Escarela-Perez; Rodrigo Ocon-Valdez; Pavlos S. Georgilakis; George Loizos (IEEE Trans. Ind. Electron., 2014)

Online Reconfiguration of Active Distribution Networks for Maximum Integration of Distributed Generation. - Nikolaos C. Koutsoukis; Dimitris O. Siagkas; Pavlos S. Georgilakis; Nikos D. Hatziargyriou (IEEE Trans Autom. Sci. Eng., 2017)

Distributed and Decentralized Voltage Control of Smart Distribution Networks: Models, Methods, and Future Research. - Kyriaki E. Antoniadou-Plytaria; Iasonas N. Kouveliotis-Lysikatos; Pavlos S. Georgilakis; Nikos D. Hatziargyriou (IEEE Trans. Smart Grid, 2017)

Voltage Regulation Support Along a Distribution Line by a Virtual Power Plant Based on a Center of Mass Load Modeling. - Panayiotis Moutis; Pavlos S. Georgilakis; Nikos D. Hatziargyriou (IEEE Trans. Smart Grid, 2018)

Flexibility Services Management Under Uncertainties for Power Distribution Systems: Stochastic Scheduling and Predictive Real-Time Dispatch. - Vasileios A. Evangelopoulos; Iason I. Avramidis; Pavlos S. Georgilakis (IEEE Access, 2020)

Solar Power driven EV Charging Optimization with Deep Reinforcement Learning. - Stavros Sykiotis; Christoforos Menos-Aikateriniadis; Anastasios D. Doulamis; Nikolaos Doulamis; Pavlos S. Georgilakis (CoRR, 2022)

Comprehensive fuzzy logic coefficient of performance of absorption cooling system. - Besim Imamovic; Suad Smail Halilcevic; Pavlos S. Georgilakis (Expert Syst. Appl., 2022)

In Pursuit of New Real-Time Ancillary Services Providers: Hidden Opportunities in Low Voltage Networks and Sustainable Buildings. - Iason-Iraklis Avramidis; Florin Capitanescu; Vasileios A. Evangelopoulos; Pavlos S. Georgilakis; Geert Deconinck (IEEE Trans. Smart Grid, 2022)

A Fair Selection Strategy for Residential Demand Response Participants. - Christoforos Menos-Aikateriniadis; Igyso Zafeiratou; Nikolaos Charitos; Pavlos S. Georgilakis; Isidoros Kokos (SmartGridComm, 2023)

A New Co-Optimized Hybrid Model Based on Multi-Objective Optimization for Probabilistic Wind Power Forecasting in a Spatio-Temporal Framework. - Markos A. Kousounadis-Knousen; Ioannis K. Bazionis; Dimitrios Soudris; Francky Catthoor; Pavlos S. Georgilakis (IEEE Access, 2023)

Optimal Scheduling of Electric Vehicle Charging with Deep Reinforcement Learning considering End Users Flexibility. - Christoforos Menos-Aikateriniadis; Stavros Sykiotis; Pavlos S. Georgilakis (CoRR, 2023)

Sub-Hourly Load Forecasting for Community-Level Flexible Appliance Management. - Christoforos Menos-Aikateriniadis; Andreas Akarepis; Isidoros Kokos; Pavlos S. Georgilakis (IJCNN, 2024)

An Advanced Hybrid Boot-LSTM-ICSO-PP Approach for Day-Ahead Probabilistic PV Power Yield Forecasting and Intra-Hour Power Fluctuation Estimation. - Ioannis K. Bazionis; Markos A. Kousounadis-Knousen; Vasileios E. Katsigiannis; Francky Catthoor; Pavlos S. Georgilakis (IEEE Access, 2024)

Automatic Multiclass Classification of Unlabeled Ground-Based Sky Images for Minute-Scale PV Energy Yield Forecasting. - Markos A. Kousounadis-Knousen; Francky Catthoor; Apostolos Bakovasilis; Pavlos S. Georgilakis (IEEE Access, 2025)

Towards a New Energy Reserves Market: The Role of EV Aggregators. - Christoforos Menos-Aikateriniadis; Iason-Iraklis Avramidis; Pavlos S. Georgilakis; Isidoros Kokos; Georgios Tsaousoglou (IEEE Access, 2025)

Data-driven Day Ahead Market Prices Forecasting: A Focus on Short Training Set Windows. - Vasilis Michalakopoulos; Christoforos Menos-Aikateriniadis; Elissaios Sarmas; Antonis Zakynthinos; Pavlos S. Georgilakis; Dimitris Askounis (CoRR, 2025)