190 citations · 259 across the 5 of their papers we have counts for
6 papers
Automatic scenario generation for efficient solution of robust optimal control problems
Marta Zagorowska, Paola Falugi, Edward O'Dwyer +1
Existing methods for nonlinear robust control often use scenario-based approaches to formulate the control problem as large nonlinear optimization problems. The optimization proble…
Automatic Scenario Generation for Robust Optimal Control Problems
Marta Zagorowska, Paola Falugi, Edward O'Dwyer +1
Existing methods for nonlinear robust control often use scenario-based approaches to formulate the control problem as nonlinear optimization problems. Increasing the number of scen…
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…
Optimisation of Wastewater Treatment Strategies in Eco-Industrial Parks: Technology, Location and Transport
Edward ODwyer, Kehua Chen, Hongcheng Wang +3
The expanding population and rapid urbanisation, in particular in the Global South, are leading to global challenges on resource supply stress and rising waste generation. A transf…