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Author

Mustafa Berker Yurtseven

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Open access Sep 2026

Machine learning framework for short- and medium-term building energy consumption forecasting

The LSTM model’s superior accuracy supports its integration into Building Energy Management Systems (BEMS) for demand response, anomaly detection, and predictive control, enabling professionals to reduce operational energy costs, enhance occupant comfort, and advance sustainability targets within modern building portfo...

Nadia Ahbab, Shahrad Samankan, Mustafa Berker Yurtseven · 0 citations

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