Distributed model predictive control: A tutorial review and future research directions PD Christofides, R Scattolini, DM De La Pena, J Liu Computers & Chemical Engineering 51, 21-41, 2013 | 1007 | 2013 |
Distributed model predictive control: A tutorial review and future research directions PD Christofides, R Scattolini, D Muñoz de la Peña, J Liu Computers & Chemical Engineering 51, 21-41, 2013 | 1005 | 2013 |
A review on reinforcement learning: Introduction and applications in industrial process control R Nian, J Liu, B Huang Computers & Chemical Engineering 139, 106886, 2020 | 473 | 2020 |
Economic model predictive control of nonlinear process systems using Lyapunov techniques M Heidarinejad, J Liu, PD Christofides AIChE Journal 58 (3), 855-870, 2012 | 419 | 2012 |
Distributed model predictive control of nonlinear process systems J Liu, D Muñoz de la Peña, PD Christofides AIChE journal 55 (5), 1171-1184, 2009 | 282 | 2009 |
Supervisory predictive control of standalone wind/solar energy generation systems W Qi, J Liu, X Chen, PD Christofides IEEE transactions on control systems technology 19 (1), 199-207, 2010 | 265 | 2010 |
Sequential and iterative architectures for distributed model predictive control of nonlinear process systems J Liu, X Chen, D Muñoz de la Peña, PD Christofides AIChE Journal 56 (8), 2137-2149, 2010 | 208 | 2010 |
Networked and distributed predictive control: Methods and nonlinear process network applications PD Christofides, J Liu, DM de la Peña Springer, 2011 | 195 | 2011 |
Distributed model predictive control of nonlinear systems subject to asynchronous and delayed measurements J Liu, D Muñoz de la Peña, PD Christofides Automatica 46 (1), 52-61, 2010 | 146 | 2010 |
Economic Model Predictive Control: Theory, Formulations and Chemical Process Applications M Ellis, J Liu, PD Christofides Springer, 2016 | 145* | 2016 |
Fault-tolerant Process Control: Methods and Applications P Mhaskar, J Liu, PD Christofides Springer, 2013 | 120 | 2013 |
Distributed economic MPC: Application to a nonlinear chemical process network X Chen, M Heidarinejad, J Liu, PD Christofides Journal of Process Control 22 (4), 689-699, 2012 | 117 | 2012 |
Distributed supervisory predictive control of distributed wind and solar energy systems W Qi, J Liu, PD Christofides IEEE Transactions on Control Systems Technology 21 (2), 504-512, 2012 | 113 | 2012 |
A distributed control framework for smart grid development: Energy/water system optimal operation and electric grid integration W Qi, J Liu, PD Christofides Journal of Process Control 21 (10), 1504-1516, 2011 | 111 | 2011 |
Economic Model Predictive Control of Wastewater Treatment Processes J Zeng, J Liu Industrial & Engineering Chemistry Research 54 (21), 5710-5721, 2015 | 104 | 2015 |
Distributed moving horizon state estimation of two-time-scale nonlinear systems X Yin, J Liu Automatica 79, 152-161, 2017 | 98 | 2017 |
Distributed moving horizon state estimation for nonlinear systems with bounded uncertainties J Zhang, J Liu Journal of Process Control 23 (9), 1281-1295, 2013 | 96 | 2013 |
Supervisory predictive control for long-term scheduling of an integrated wind/solar energy generation and water desalination system W Qi, J Liu, PD Christofides IEEE Transactions on Control Systems Technology 20 (2), 504-512, 2012 | 95 | 2012 |
Iterative distributed model predictive control of nonlinear systems: Handling asynchronous, delayed measurements J Liu, X Chen, DM de la Peña, PD Christofides IEEE Transactions on Automatic Control 57 (2), 528-534, 2011 | 91 | 2011 |
Composite fast‐slow MPC design for nonlinear singularly perturbed systems X Chen, M Heidarinejad, J Liu, PD Christofides AIChE Journal 58 (6), 1802-1811, 2012 | 77 | 2012 |