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Matthew J. Ellis
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2020 – today
- 2023
- [c21]Shilpa Narasimhan, Nael H. El-Farra, Matthew J. Ellis:
A Reachable Set-Based Cyberattack Detection Scheme for Dynamic Processes. ACC 2023: 3777-3782 - [c20]Loren dela Rosa, Caton Mande, Henry Richardson, Matthew J. Ellis:
Integrating Greenhouse Gas Emissions into Model Predictive Control of Heat Pump Water Heaters. ACC 2023: 4044-4050 - 2022
- [c19]Shilpa Narasimhan, Nael H. El-Farra, Matthew J. Ellis:
Controller Switching-Enabled Active Detection of Multiplicative Cyberattacks on Process Control Systems. ACC 2022: 2473-2478 - 2021
- [c18]Matthew J. Ellis
:
Machine Learning Enhanced Grey-Box Modeling for Building Thermal Modeling. ACC 2021: 3927-3932 - 2020
- [c17]Matthew J. Ellis
:
Formulation of Economic Model Predictive Control to Address System Dynamics over Multiple Time Scales. ACC 2020: 1974-1979
2010 – 2019
- 2019
- [j6]Ranjeet Kumar
, Michael J. Wenzel, Matthew J. Ellis
, Mohammad N. ElBsat, Kirk H. Drees, Victor M. Zavala:
Hierarchical MPC schemes for periodic systems using stochastic programming. Autom. 107: 306-316 (2019) - 2018
- [c16]Ranjeet Kumar
, Michael J. Wenzel, Matthew J. Ellis
, Mohammad N. ElBsat, Kirk H. Drees, Victor M. Zavala:
Handling Long Horizons in MPC: A Stochastic Programming Approach. ACC 2018: 715-720 - 2016
- [j5]Matthew J. Ellis
, Helen Durand, Panagiotis D. Christofides:
Elucidation of the role of constraints in economic model predictive control. Annu. Rev. Control. 41: 208-217 (2016) - [j4]Helen Durand, Matthew J. Ellis
, Panagiotis D. Christofides:
Economic model predictive control designs for input rate-of-change constraint handling and guaranteed economic performance. Comput. Chem. Eng. 92: 18-36 (2016) - [c15]Matthew J. Ellis
, Panagiotis D. Christofides:
On closed-loop economic performance under Lyapunov-based economic model predictive control. ACC 2016: 1778-1783 - 2015
- [c14]Matthew J. Ellis
, Panagiotis D. Christofides:
Handling computational delay in economic model predictive control of nonlinear process systems. ACC 2015: 2962-2967 - [c13]Helen Durand, Matthew J. Ellis
, Panagiotis D. Christofides:
Accounting for the control actuator layer in economic model predictive control of nonlinear processes. ACC 2015: 2968-2973 - [c12]Anas Alanqar, Matthew J. Ellis
, Panagiotis D. Christofides:
Economic model predictive control of nonlinear process systems using multiple empirical models. ACC 2015: 4953-4958 - [c11]Mirko Messori, Matthew J. Ellis
, Claudio Cobelli, Panagiotis D. Christofides, Lalo Magni
:
Improved postprandial glucose control with a customized Model Predictive Controller. ACC 2015: 5108-5115 - 2014
- [j3]Matthew J. Ellis
, Panagiotis D. Christofides:
On finite-time and infinite-time cost improvement of economic model predictive control for nonlinear systems. Autom. 50(10): 2561-2569 (2014) - [j2]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:
SciClone: Inferring Clonal Architecture and Tracking the Spatial and Temporal Patterns of Tumor Evolution. PLoS Comput. Biol. 10(8) (2014) - [j1]Matthew J. Ellis
, Jing Zhang, Jinfeng Liu, Panagiotis D. Christofides:
Robust moving horizon estimation based output feedback economic model predictive control. Syst. Control. Lett. 68: 101-109 (2014) - [c10]Liangfeng Lao, Matthew J. Ellis
, Panagiotis D. Christofides:
Output feedback economic model predictive control of parabolic PDE systems. ACC 2014: 1655-1660 - [c9]Liangfeng Lao, Matthew J. Ellis
, Antonios Armaou
, Panagiotis D. Christofides:
Economic model predictive control of parabolic PDE systems using empirical eigenfunctions. ACC 2014: 3375-3380 - [c8]Matthew J. Ellis
, Iasson Karafyllis, Panagiotis D. Christofides:
Stabilization of nonlinear sampled-data systems and economic model predictive control application. ACC 2014: 5594-5601 - [c7]Liangfeng Lao, Matthew J. Ellis
, Panagiotis D. Christofides:
Economic model predictive control of a first-order hyperbolic PDE system. CDC 2014: 563-570 - [c6]Matthew J. Ellis
, Panagiotis D. Christofides:
Control configuration selection for economic model predictive control. CDC 2014: 789-796 - [c5]Liangfeng Lao, Matthew J. Ellis
, Antonios Armaou
, Panagiotis D. Christofides:
Economic model predictive control of parabolic PDE systems: Handling state constraints by adaptive proper orthogonal decomposition. CDC 2014: 2758-2763 - 2013
- [c4]Matthew J. Ellis
, Panagiotis D. Christofides:
Unifying dynamic economic optimization and model predictive control for optimal process operation. ACC 2013: 3135-3140 - [c3]Liangfeng Lao, Matthew J. Ellis
, Panagiotis D. Christofides:
Proactive fault-tolerant model predictive control: Concept and application. ACC 2013: 5140-5145 - [c2]Matthew J. Ellis
, Mohsen Heidarinejad, Panagiotis D. Christofides:
Economic model predictive control of nonlinear two-time-scale systems. MED 2013: 323-328 - [c1]Liangfeng Lao, Matthew J. Ellis
, Panagiotis D. Christofides:
Economic model predictive control of a transport-reaction process. MED 2013: 329-334
Coauthor Index
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