A tutorial review of economic model predictive control methods M Ellis, H Durand, PD Christofides Journal of Process Control 24 (8), 1156-1178, 2014 | 780 | 2014 |
Economic model predictive control M Ellis, J Liu, PD Christofides Springer 5 (7), 65, 2017 | 147 | 2017 |
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 | 128 | 2014 |
Economic model predictive control of nonlinear process systems using empirical models A Alanqar, M Ellis, PD Christofides AIChE Journal 61 (3), 816-830, 2015 | 72 | 2015 |
Economic model predictive control with time‐varying objective function for nonlinear process systems M Ellis, PD Christofides AIChE Journal 60 (2), 507-519, 2014 | 72 | 2014 |
Central plant with asset allocator MJ Wenzel, MJ Ellis US Patent 10,706,375, 2020 | 67 | 2020 |
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 | 59 | 2014 |
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 | 58 | 2018 |
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 | 58 | 2014 |
Economic model predictive control of nonlinear singularly perturbed systems M Ellis, M Heidarinejad, PD Christofides Journal of Process Control 23 (5), 743-754, 2013 | 54 | 2013 |
Proactive fault‐tolerant model predictive control L Lao, M Ellis, PD Christofides AIChE Journal 59 (8), 2810-2820, 2013 | 51 | 2013 |
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 | 50 | 2014 |
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 | 45 | 2020 |
Economic model predictive control of transport-reaction processes L Lao, M Ellis, PD Christofides Industrial & Engineering Chemistry Research 53 (18), 7382-7396, 2014 | 45 | 2014 |
Hvac system using model predictive control with distributed low-level airside optimization and airside power consumption model NR Patel, RD Turney, MJ Ellis US Patent App. 15/199,910, 2018 | 42 | 2018 |
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 | 39 | 2016 |
Selection of control configurations for economic model predictive control systems M Ellis, PD Christofides AIChE Journal 60 (9), 3230-3242, 2014 | 39 | 2014 |
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 | 37 | 2014 |
Real‐time economic model predictive control of nonlinear process systems M Ellis, PD Christofides AIChE Journal 61 (2), 555-571, 2015 | 35 | 2015 |
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 | 34 | 2015 |