11 citations · 25 across the 10 of their papers we have counts for
3 papers · 1 filter
Low-complexity method for hybrid MPC with local guarantees
Damian Frick, Angelos Georghiou, Juan L. Jerez +2
Model predictive control problems for constrained hybrid systems are usually cast as mixed-integer optimization problems (MIP). However, commercial MIP solvers are designed to run…
The Power of Diversity: Data-Driven Robust Predictive Control for Energy Efficient Buildings and Districts
Georgios Darivianakis, Angelos Georghiou, Roy S. Smith +1
The cooperative energy management of aggregated buildings has recently received a great deal of interest due to substantial potential energy savings. These gains are mainly obtaine…
Performance guarantees for model-based Approximate Dynamic Programming in continuous spaces
Paul N. Beuchat, Angelos Georghiou, John Lygeros
We study both the value function and Q-function formulation of the Linear Programming approach to Approximate Dynamic Programming. The approach is model-based and optimizes over a…