2 citations · 2 across the 7 of their papers we have counts for
3 papers · 1 filter
Regularized Model Predictive Control
Komeil Nosrati, Juri Belikov, Aleksei Tepljakov +1
In model predictive control (MPC), the choice of cost-weighting matrices and designing the Hessian matrix directly affects the trade-off between rapid state regulation and minimizi…
Forecast-Driven Scenario Generation for Building Energy Management Using Stochastic Optimization
Hossein Nourollahi Hokmabad, Tala Hemmati Shahsavar, Pedro P. Vergara +2
Buildings are essential components of power grids, and their energy performance directly affects overall power system operation. This paper presents a novel stochastic optimization…
Explainable AI based System for Supply Air Temperature Forecast
Marika Eik, Ahmet Kose, Hossein Nourollahi Hokmabad +1
This paper explores the application of Explainable AI (XAI) techniques to improve the transparency and understanding of predictive models in control of automated supply air tempera…