Jinfeng Liu

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Panagiotis D. ChristofidesWilliam D. Van Vorst Distinguished Professor and Department Chair of Chemical Engineering, UCLAVerified email at seas.ucla.edu
David Muñoz de la PeñaProfessor of University of SevillaVerified email at us.es
Xunyuan YinAssistant Professor, Nanyang Technological UniversityVerified email at ntu.edu.sg
Su LiuGE global researchVerified email at ge.com
Biao HuangUniversity of Alberta, CanadaVerified email at ualberta.ca
Benjamin Decardi-NelsonCornell UniversityVerified email at cornell.edu
Bernard Twum AgyemanUniversity of AlbertaVerified email at ualberta.ca
Soumya Ranjan SahooUniversity of AlbertaVerified email at ualberta.ca
Sirish L ShahUniversity of AlbertaVerified email at ualberta.ca
Wei QiTsinghua UniversityVerified email at berkeley.edu
Matthew J. EllisAssistant Professor, Department of Chemical Engineering, UC DavisVerified email at ucdavis.edu
Riccardo ScattoliniPolitecnico di MilanoVerified email at polimi.it
Sarupa DebnathProcess Simulation Software Developer, Process EcologyVerified email at ualberta.ca
Jianbang LiuJiangsu UniversityVerified email at ujs.edu.cn
Mohammad RashediSr. Data Scientist at AmgenVerified email at amgen.com
Rui NianBlueMarvel AIVerified email at bluemarvel.ai
Erfan OrouskhaniUniversity of AlbertaVerified email at ualberta.ca
Prashant MhaskarProfessor of Chemical Engineering, McMaster UniversityVerified email at mcmaster.ca
Jie BaoProfessor, School of Chemical Engineering, The University of New South WalesVerified email at unsw.edu.au
Zukui LiProfessor, University of AlbertaVerified email at ualberta.ca

Jinfeng Liu

Professor, Department of Chemical & Materials Engineering, University of Alberta

Verified email at ualberta.ca - Homepage

Irrigation Engineering Systems Engineering Sustainability Engineering


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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	1026	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	1024	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	518	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	423	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	284	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	270	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	212	2010
Networked and distributed predictive control: Methods and nonlinear process network applications PD Christofides, J Liu, DM de la Peña Springer, 2011	197	2011
Economic Model Predictive Control: Theory, Formulations and Chemical Process Applications M Ellis, J Liu, PD Christofides Springer, 2016	149*	2016
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
Fault-tolerant Process Control: Methods and Applications P Mhaskar, J Liu, PD Christofides Springer, 2013	124	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	122	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	114	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	109	2015
Distributed moving horizon state estimation of two-time-scale nonlinear systems X Yin, J Liu Automatica 79, 152-161, 2017	102	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	98	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	97	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	80	2012

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