190 citations · 259 across the 5 of their papers we have counts for
3 papers · 1 filter
Data-driven predictive control with improved performance using segmented trajectories
Edward O'Dwyer, Eric C. Kerrigan, Paola Falugi +2
A class of data-driven control methods has recently emerged based on Willems' fundamental lemma. Such methods can ease the modelling burden in control design but can be sensitive t…
A Novel Cluster Classify Regress Model Predictive Controller Formulation; CCR-MPC
Clement Etienam, Siying Shen, Edward J O'Dwyer +1
In this work, we develop a novel data-driven model predictive controller using advanced techniques in the field of machine learning. The objective is to regulate control signals to…
Integration of an Energy Management Tool and Digital Twin for Coordination and Control of Multi-vector Smart Energy Systems
Edward O'Dwyer, Indranil Pan, Richard Charlesworth +2
As Internet of Things (IoT) technologies enable greater communication between energy assets in smart cities, the operational coordination of various energy networks in a city or di…