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Matthew J. Ellis
Matthew J. Ellis
Assistant Professor, Department of Chemical Engineering, UC Davis
Verified email at ucdavis.edu
Title
Cited by
Cited by
Year
A tutorial review of economic model predictive control methods
M Ellis, H Durand, PD Christofides
Journal of Process Control 24 (8), 1156-1178, 2014
6642014
Economic model predictive control
M Ellis, J Liu, PD Christofides
Springer 5 (7), 65, 2017
1102017
Integrating dynamic economic optimization and model predictive control for optimal operation of nonlinear process systems
M Ellis, PD Christofides
Control Engineering Practice 22, 242-251, 2014
1102014
Economic model predictive control with time‐varying objective function for nonlinear process systems
M Ellis, PD Christofides
AIChE Journal 60 (2), 507-519, 2014
652014
Economic model predictive control of nonlinear process systems using empirical models
A Alanqar, M Ellis, PD Christofides
AIChE Journal 61 (3), 816-830, 2015
602015
On finite-time and infinite-time cost improvement of economic model predictive control for nonlinear systems
M Ellis, PD Christofides
Automatica 50 (10), 2561-2569, 2014
592014
A stochastic model predictive control framework for stationary battery systems
R Kumar, MJ Wenzel, MJ Ellis, MN ElBsat, KH Drees, VM Zavala
IEEE Transactions on Power Systems 33 (4), 4397-4406, 2018
532018
Robust moving horizon estimation based output feedback economic model predictive control
M Ellis, J Zhang, J Liu, PD Christofides
Systems & Control Letters 68, 101-109, 2014
522014
Proactive fault‐tolerant model predictive control
L Lao, M Ellis, PD Christofides
AIChE Journal 59 (8), 2810-2820, 2013
452013
Economic model predictive control of nonlinear singularly perturbed systems
M Ellis, M Heidarinejad, PD Christofides
Journal of Process Control 23 (5), 743-754, 2013
452013
Economic model predictive control of transport-reaction processes
L Lao, M Ellis, PD Christofides
Industrial & Engineering Chemistry Research 53 (18), 7382-7396, 2014
422014
Economic model predictive control of parabolic PDE systems: Addressing state estimation and computational efficiency
L Lao, M Ellis, PD Christofides
Journal of Process Control 24 (4), 448-462, 2014
412014
Selection of control configurations for economic model predictive control systems
M Ellis, PD Christofides
AIChE Journal 60 (9), 3230-3242, 2014
392014
Economic model predictive control designs for input rate-of-change constraint handling and guaranteed economic performance
H Durand, M Ellis, PD Christofides
Computers & Chemical Engineering 92, 18-36, 2016
362016
Real‐time preventive sensor maintenance using robust moving horizon estimation and economic model predictive control
L Lao, M Ellis, H Durand, PD Christofides
AIChE Journal 61 (10), 3374-3389, 2015
322015
Real‐time economic model predictive control of nonlinear process systems
M Ellis, PD Christofides
AIChE Journal 61 (2), 555-571, 2015
322015
Smart manufacturing: handling preventive actuator maintenance and economics using model predictive control
L Lao, M Ellis, PD Christofides
AIChE Journal 60 (6), 2179-2196, 2014
302014
An encoder–decoder LSTM-based EMPC framework applied to a building HVAC system
MJ Ellis, V Chinde
Chemical Engineering Research and Design 160, 508-520, 2020
292020
Improved postprandial glucose control with a customized model predictive controller
M Messori, M Ellis, C Cobelli, PD Christofides, L Magni
2015 American control conference (ACC), 5108-5115, 2015
282015
Central plant with asset allocator
MJ Wenzel, MJ Ellis
US Patent 10,706,375, 2020
262020
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