2 papers
eess.SY2026
Bayesian Optimization of a Multi-Product Chemical Reactor Using Composite Models and Partial Physics Knowledge
Liqiu Dong, Marta Zagórowska, Mehmet Mercangöz
We study data-driven real-time economic optimization of a multi-product chemical reactor when no reliable first-principles model is available beyond a steady-state energy balance.…
eess.SY2024
Robust co-design framework for buildings operated by predictive control
P. Falugi, E. O'Dwyer, M. A. Zagorowska +4
Cost-effective decarbonisation of the built environment is a stepping stone to achieving net-zero carbon emissions since buildings are globally responsible for more than a quarter…