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Paweł Piotrowski

2 papers indexed

crossrefEnergies2026-02-10Cited by 1

Short-Term Forecasting of the Total Power Generation from Wind Farms and Solar Power Plants in the National Power System Using Advanced Ensemble Machine Learning Models

Paweł Piotrowski

The introduction of the article presents the state of renewable energy development in Poland and statistical information on its dynamics in the context of sustainable development, highlighting both the positive aspects of this situation and the potential risks to the national pow…

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crossrefEnergies2022-02-09Cited by 45

Advanced Ensemble Methods Using Machine Learning and Deep Learning for One-Day-Ahead Forecasts of Electric Energy Production in Wind Farms

Paweł Piotrowski, Dariusz Baczyński, Marcin Kopyt, Tomasz Gulczyński

The ability to precisely forecast power generation for large wind farms is very important, since such generation is highly unstable and creates problems for Distribution and Transmission System Operators to properly prepare the power system for operation. Forecasts for the next 2…

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