21 citations · 47 across the 6 of their papers we have counts for
3 papers · 1 filter
Learning for Online Mixed-Integer Model Predictive Control with Parametric Optimality Certificates
Luigi Russo, Siddharth H. Nair, Luigi Glielmo +1
We propose a supervised learning framework for computing solutions of multi-parametric Mixed Integer Linear Programs (MILPs) that arise in Model Predictive Control. Our approach al…
A Sufficient Condition to Guarantee Non-Simultaneous Charging and Discharging of Household Battery Energy Storage
Amit Joshi, Hamed Kebriaei, Valerio Mariani +1
In this letter, we model the day-ahead price-based demand response of a residential household with battery energy storage and other controllable loads, as a convex optimization pro…
A Scenario-based Branch-and-Bound Approach for MES Scheduling in Urban Buildings
Mainak Dan, Seshadhri Srinivasan, Suresh Sundaram +2
This paper presents a novel solution technique for scheduling multi-energy system (MES) in a commercial urban building to perform price-based demand response and reduce energy cost…