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ORCIDMatthew J. Ellis
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2020 – today
- 2024
[c24]Shilpa Narasimhan, Nael H. El-Farra, Matthew J. Ellis:
A Set-Based Control Mode Selection Approach for Active Detection of False Data Injection Cyberattacks. ACC 2024: 1726-1731- [c23]Hossein Kalantar-Neyestanaki, Subhrajit Chakraborty, Loren dela Rosa, Matthew J. Ellis:
Optimal Mode Selection of Multi-Functional Heat Pumps with Simultaneous Water Heating and Space Cooling Mode. ACC 2024: 5345-5350 - [c22]Loren dela Rosa, Caton Mande, Matthew J. Ellis:
Impact of Model Mismatch on MPC Performance for Heat Pump Water Heaters. ACC 2024: 5364-5369 - 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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