Search Results for author: Sonja Glavaski

Found 2 papers, 1 papers with code

Differentiable Predictive Control for Large-Scale Urban Road Networks

1 code implementation14 Jun 2024 Renukanandan Tumu, Wenceslao Shaw Cortez, Ján Drgoňa, Draguna L. Vrabie, Sonja Glavaski

Transportation is a major contributor to CO2 emissions, making it essential to optimize traffic networks to reduce energy-related emissions.

Model Predictive Control Physics-informed machine learning

Energy control of HVAC units for provable ancillary service provision

no code implementations23 Nov 2021 Rupamathi Jaddivada, Marija D. Ilic, Mario Garcia- Sanz, Mirjana Marden, Sonja Glavaski

In this paper, we consider the problem of controlling power consumption dynamics of residential heating, ventilation and air conditioning (HVAC) units so that they follow the grid-side power specifications.

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