2023
DOI: 10.24200/sci.2023.61430.7300
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Short Term Forecasting of Power Quality Distortions in Electrical Energy Systems with LSTM and GRU Networks

Ismail Bozdag,
Serhat Berat Efe,
Ilyas Ozer

Abstract: Technological development has led to a diversification of loads in transmission and distribution systems. The rise of non-linear loads in the system is one of the biggest effects of this variation as semiconductor technology develops. Nonlinear loads are characterized by current and voltage characteristics that are not purely sinusoidal, also known as harmonics.Harmonics cause the system insulation to degrade and increase energy loss. Therefore, it's crucial to get rid of harmonics before they occur. This stud… Show more

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