Conference Agenda

Neural Network-Driven State Estimator for European-Type Unbalanced LV Grids

Yamen Alsyoufi, Jose Manuel Cano Rodriguez, Gonzalo Alonso Orcajo

University of Oviedo, Spain

Physics-Informed Neural Networks for Privacy-Preserving Model Sharing in Power Systems

Ilayda Canyakmaz¹, Can Berk Saner², Antonios Varvitsiotis¹

¹Singapore University of Technology and Design, Singapore; ²National University of Singapore, Singapore

Energy Price Prediction with Hybrid Neural Network using Time2Vec Attention-based CNN-biGRU

Edvard Avdevičius, Mina Eskander, Detlef Schulz

Helmut Schmidt University / University of the Federal Armed Forces Hamburg, Germany

Hybrid Quantum Physics-Informed Neural Networks for Power Flow Analysis

Zeynab Kaseb, Peter Palensky, Pedro P. Vergara

Delft University of Technology, Netherlands, The

Improved Physics-Informed Neural Network based AC Power Flow for Distribution Networks

Victor Eeckhout¹, Hossein Fani^1,2, Md Umar Hashmi^1,2, Geert Deconinck^1,2

¹KU Leuven, Belgium; ²EnergyVille, Genk, Belgium

Deep Learning-Based Probabilistic Forecasting of Household Energy Consumption in Smart Grids

Lucas de Azevedo Takara¹, Luis Fernando Rodrigues Agottani², Cesar Vinicius Züge¹, Wendel Rafael de Souza Chaves², Leandro dos Santos Coelho¹, Viviana Cocco Mariani²

¹Graduate Program in Electrical Engineering, Federal University of Parana, Brazil; ²Graduate Program in Mechanical Engineering, Federal University of Parana, Brazil

Accelerating Power Flow Calculations in LV Networks Using Physics-Informed Graph Neural Networks

Furqan Azam^1,2, Chris Hermans¹, Thijs Becker¹, Reinhilde D’hulst¹, Koen Vanthournout¹, Geert Deconinck²

¹VITO, Belgium; ²KU Leuven, Belgium