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#machine learning Preprint Sep 2026

SETTer: Sparse-Encoder Transformer for Long-term Multivariate Time Series Forecasting

Long-term multivariate time series plays a significant role in many application areas such as power systems, trading, etc. However, their accurate prediction is quite difficult for conventional forecasting methods as they often exhibit high dimensionality and complex relationships. Recent works show that transformer-ba...

Abraham Ezema, C. Eze, F. Ponci et al. · 0 citations
Open access 2026

Optimal Energy Management of a Hybrid AC/DC Commercial Building Microgrid With Heterogeneous EV Charging Infrastructure

This paper presents the development of an energy management system (EMS) designed for a commercial building microgrid that integrates both AC and DC grids. The building infrastructure includes various electrical loads, photovoltaic (PV) panels, and a battery energy storage system. Additionally, the facility is equipped...

F. Sohrabi, Aytug Yavuzer, Sergio Orlando et al. · 0 citations

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