Matthew J. Ellis

According to our database, Matthew J. Ellis authored at least 31 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Optimizing Hard-to-Place Kidney Allocation: A Machine Learning Approach to Center Ranking.

Sean Berry, Berk Görgülü, Sait Tunç, Mucahit Cevik, Matthew J. Ellis

CoRR, 2024

Impact of Model Mismatch on MPC Performance for Heat Pump Water Heaters.

Loren dela Rosa, Caton Mande, Matthew J. Ellis

Proceedings of the American Control Conference, 2024

A Set-Based Control Mode Selection Approach for Active Detection of False Data Injection Cyberattacks.

Shilpa Narasimhan, Nael H. El-Farra, Matthew J. Ellis

Proceedings of the American Control Conference, 2024

Optimal Mode Selection of Multi-Functional Heat Pumps with Simultaneous Water Heating and Space Cooling Mode.

Hossein Kalantar-Neyestanaki, Subhrajit Chakraborty, Loren dela Rosa, Matthew J. Ellis

Proceedings of the American Control Conference, 2024

2023

Integrating Greenhouse Gas Emissions into Model Predictive Control of Heat Pump Water Heaters.

Loren dela Rosa, Caton Mande, Henry Richardson, Matthew J. Ellis

Proceedings of the American Control Conference, 2023

A Reachable Set-Based Cyberattack Detection Scheme for Dynamic Processes.

Shilpa Narasimhan, Nael H. El-Farra, Matthew J. Ellis

Proceedings of the American Control Conference, 2023

2022

Controller Switching-Enabled Active Detection of Multiplicative Cyberattacks on Process Control Systems.

Shilpa Narasimhan, Nael H. El-Farra, Matthew J. Ellis

Proceedings of the American Control Conference, 2022

2021

Machine Learning Enhanced Grey-Box Modeling for Building Thermal Modeling.

Matthew J. Ellis

Proceedings of the 2021 American Control Conference, 2021

2020

Formulation of Economic Model Predictive Control to Address System Dynamics over Multiple Time Scales.

Matthew J. Ellis

Proceedings of the 2020 American Control Conference, 2020

2019

Hierarchical MPC schemes for periodic systems using stochastic programming.

Ranjeet Kumar, Michael J. Wenzel, Matthew J. Ellis, Mohammad N. ElBsat, Kirk H. Drees, Victor M. Zavala

Autom., 2019

2018

Handling Long Horizons in MPC: A Stochastic Programming Approach.

Ranjeet Kumar, Michael J. Wenzel, Matthew J. Ellis, Mohammad N. ElBsat, Kirk H. Drees, Victor M. Zavala

Proceedings of the 2018 Annual American Control Conference, 2018

2016

Economic model predictive control designs for input rate-of-change constraint handling and guaranteed economic performance.

Helen Durand, Matthew J. Ellis, Panagiotis D. Christofides

Comput. Chem. Eng., 2016

Elucidation of the role of constraints in economic model predictive control.

Matthew J. Ellis, Helen Durand, Panagiotis D. Christofides

Annu. Rev. Control., 2016

On closed-loop economic performance under Lyapunov-based economic model predictive control.

Matthew J. Ellis, Panagiotis D. Christofides

Proceedings of the 2016 American Control Conference, 2016

2015

Improved postprandial glucose control with a customized Model Predictive Controller.

Mirko Messori, Matthew J. Ellis, Claudio Cobelli, Panagiotis D. Christofides, Lalo Magni

Proceedings of the American Control Conference, 2015

Handling computational delay in economic model predictive control of nonlinear process systems.

Matthew J. Ellis, Panagiotis D. Christofides

Proceedings of the American Control Conference, 2015

Accounting for the control actuator layer in economic model predictive control of nonlinear processes.

Helen Durand, Matthew J. Ellis, Panagiotis D. Christofides

Proceedings of the American Control Conference, 2015

Economic model predictive control of nonlinear process systems using multiple empirical models.

Anas Alanqar, Matthew J. Ellis, Panagiotis D. Christofides

Proceedings of the American Control Conference, 2015

2014

Robust moving horizon estimation based output feedback economic model predictive control.

Matthew J. Ellis, Jing Zhang, Jinfeng Liu, Panagiotis D. Christofides

Syst. Control. Lett., 2014

SciClone: Inferring Clonal Architecture and Tracking the Spatial and Temporal Patterns of Tumor Evolution.

Christopher A. Miller, Brian S. White, Nathan D. Dees, Malachi Griffith, John S. Welch, Obi L. Griffith, Ravi Vij, Michael H. Tomasson, Timothy A. Graubert, Matthew J. Walter, Matthew J. Ellis, William S. Schierding, John F. DiPersio, Timothy J. Ley, Elaine R. Mardis, Richard K. Wilson, Li Ding

PLoS Comput. Biol., 2014

On finite-time and infinite-time cost improvement of economic model predictive control for nonlinear systems.

Matthew J. Ellis, Panagiotis D. Christofides

Autom., 2014

Economic model predictive control of a first-order hyperbolic PDE system.

Liangfeng Lao, Matthew J. Ellis, Panagiotis D. Christofides

Proceedings of the 53rd IEEE Conference on Decision and Control, 2014

Economic model predictive control of parabolic PDE systems: Handling state constraints by adaptive proper orthogonal decomposition.

Liangfeng Lao, Matthew J. Ellis, Antonios Armaou, Panagiotis D. Christofides

Proceedings of the 53rd IEEE Conference on Decision and Control, 2014

Control configuration selection for economic model predictive control.

Matthew J. Ellis, Panagiotis D. Christofides

Proceedings of the 53rd IEEE Conference on Decision and Control, 2014

Output feedback economic model predictive control of parabolic PDE systems.

Liangfeng Lao, Matthew J. Ellis, Panagiotis D. Christofides

Proceedings of the American Control Conference, 2014

Economic model predictive control of parabolic PDE systems using empirical eigenfunctions.

Liangfeng Lao, Matthew J. Ellis, Antonios Armaou, Panagiotis D. Christofides

Proceedings of the American Control Conference, 2014

Stabilization of nonlinear sampled-data systems and economic model predictive control application.

Matthew J. Ellis, Iasson Karafyllis, Panagiotis D. Christofides

Proceedings of the American Control Conference, 2014

2013

Economic model predictive control of a transport-reaction process.

Liangfeng Lao, Matthew J. Ellis, Panagiotis D. Christofides

Proceedings of the 21st Mediterranean Conference on Control and Automation, 2013

Economic model predictive control of nonlinear two-time-scale systems.

Matthew J. Ellis, Mohsen Heidarinejad, Panagiotis D. Christofides

Proceedings of the 21st Mediterranean Conference on Control and Automation, 2013

Proactive fault-tolerant model predictive control: Concept and application.

Liangfeng Lao, Matthew J. Ellis, Panagiotis D. Christofides

Proceedings of the American Control Conference, 2013

Unifying dynamic economic optimization and model predictive control for optimal process operation.

Matthew J. Ellis, Panagiotis D. Christofides

Proceedings of the American Control Conference, 2013