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Modeling the National Power System using Artificial Neural Networks

Ruciński Dariusz, Tchórzewski Jerzy

Studia Informatica : systems and information technology

2025

vol. 1(32)

77--91

The purpose of this paper is to investigate and demonstrate the potential of modeling the National Power System (NPS) in Poland. The paper presents the results of research modeling of the NPS system using three different models based on Artificial Neural Networks. Data characterizing the NPS were implemented to build the models. The results measured by Mean Squared Error and determination coefficient were presented and analyzed. The research results and conclusions are presented in the summary.