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Author

Agresa Qosja

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Oct 2026

Regime-aware machine learning for multi-horizon reservoir level forecasting in a regulated hydropower cascade

Electricity generation in Albania relies mainly on hydropower from the Drin River cascade, including the Fierza, Koman, and Vau Dejës reservoirs. This study proposes a regime-aware implementation, data-driven framework for predicting reservoir levels at Vau Dejës using a daily dataset spanning 1991 to 2024, integrati...

Agresa Qosja, Lorenc Malka, D. Georges et al. · 0 citations
Open access Jul 2026

Multi-Output Machine Learning for Short-Term Electricity Load Forecasting Using Cooling and Heating Degree Days in Tirana, Albania

This study presents a next-day electricity load forecasting for Tirana, Albania, by combining temperature-based indicators, Cooling Degree Days and Heating Degree Days in a multi- input-output modeling framework, showing that forecasting performance is season-dependent, with different models achieving the highest accur...

Agresa Qosja · 0 citations

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