| A tutorial review of economic model predictive control methods M Ellis, H Durand, PD Christofides Journal of Process Control 24 (8), 1156-1178, 2014 | 833 | 2014 |
| Economic model predictive control M Ellis, J Liu, PD Christofides Springer 5 (7), 65, 2017 | 160 | 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 | 130 | 2014 |
| Central plant with asset allocator MJ Wenzel, MJ Ellis US Patent 10,706,375, 2020 | 80 | 2020 |
| Economic model predictive control of nonlinear process systems using empirical models A Alanqar, M Ellis, PD Christofides AIChE Journal 61 (3), 816-830, 2015 | 77 | 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 | 74 | 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 | 65 | 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 | 61 | 2014 |
| 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 | 60 | 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 | 60 | 2013 |
| 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 | 57 | 2020 |
| 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 | 52 | 2014 |
| Proactive fault‐tolerant model predictive control L Lao, M Ellis, PD Christofides AIChE Journal 59 (8), 2810-2820, 2013 | 52 | 2013 |
| Economic model predictive control of transport-reaction processes L Lao, M Ellis, PD Christofides Industrial & Engineering Chemistry Research 53 (18), 7382-7396, 2014 | 46 | 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 | 45 | 2018 |
| Building energy system with stochastic model predictive control and demand charge incorporation R Kumar, MJ Wenzel, MJ Ellis, MN ElBsat, KH Drees, VMZ Tejeda US Patent App. 16/115,290, 2019 | 40 | 2019 |
| 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 | 40 | 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 | 38 | 2014 |
| Real‐time economic model predictive control of nonlinear process systems M Ellis, PD Christofides AIChE Journal 61 (2), 555-571, 2015 | 37 | 2015 |
Panagiotis D. ChristofidesWilliam D. Van Vorst Distinguished Professor and Department Chair of Chemical Engineering, UCLAAdresse e-mail validée de seas.ucla.edu