87 citations · 306 across the 31 of their papers we have counts for
5 papers · 1 filter
On the optimal control problem for a class of monotone bilinear systems
Neil K. Dhingra, Marcello Colombino, Mihailo R. Jovanović +2
We consider a class of monotone systems in which the control signal multiplies the state. Among other applications, such bilinear systems can be used to model the evolutionary dyna…
A Projected Gradient and Constraint Linearization Method for Nonlinear Model Predictive Control
Giampaolo Torrisi, Sergio Grammatico, Roy S. Smith +1
Projected Gradient Descent denotes a class of iterative methods for solving optimization programs. Its applicability to convex optimization programs has gained significant populari…
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…
Mutually Quadratically Invariant Information Structures in Two-Team Stochastic Dynamic Games
Marcello Colombino, Roy S. Smith, Tyler H. Summers
We formulate a two-team linear quadratic stochas- tic dynamic game featuring two opposing teams each with decentralized information structures. We introduce the concept of mutual q…
Fast AC Power Flow Optimization using Difference of Convex Functions Programming
Sandro Merkli, Alexander Domahidi, Juan Jerez +2
An effective means for analyzing the impact of novel operating schemes on power systems is time domain simulation, for example for investigating optimization-based curtailment of r…