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eess.SY2026★ 10 cited
Enhanced Imitation Learning of Model Predictive Control through Importance Weighting
Pere Izquierdo Gómez, Miguel E. López Gajardo, Nenad Mijatovic +1
The approximation of model predictive control (MPC) algorithms with neural network models has received significant attention in the power electronics research community, as a valua…
eess.SY2026
Distributionally Robust Scheduling of Electrified Heating Under Heat Demand Forecast Uncertainty
Alessandro Quattrociocchi, Manisha Talukdar, Pere Izquierdo Gómez +1
Electrified heating systems with thermal storage, such as electric boilers and heat pumps, represent a major source of demand-side flexibility. Under current electricity market des…