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Zhe Wu
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Year
Machine learning‐based predictive control of nonlinear processes. Part I: theory
Z Wu, A Tran, D Rincon, PD Christofides
AIChE Journal 65 (11), e16729, 2019
1242019
CFD modeling and control of a steam methane reforming reactor
L Lao, A Aguirre, A Tran, Z Wu, H Durand, PD Christofides
Chemical Engineering Science 148, 78-92, 2016
872016
Machine‐learning‐based predictive control of nonlinear processes. Part II: Computational implementation
Z Wu, A Tran, D Rincon, PD Christofides
AIChE Journal 65 (11), e16734, 2019
752019
Process structure-based recurrent neural network modeling for model predictive control of nonlinear processes
Z Wu, D Rincon, PD Christofides
Journal of Process Control 89, 74-84, 2020
572020
Control lyapunov-barrier function-based model predictive control of nonlinear systems
Z Wu, F Albalawi, Z Zhang, J Zhang, H Durand, PD Christofides
Automatica 109, 108508, 2019
572019
Real-time adaptive machine-learning-based predictive control of nonlinear processes
Z Wu, D Rincon, PD Christofides
Industrial & Engineering Chemistry Research 59 (6), 2275-2290, 2019
552019
Real-time optimization and control of nonlinear processes using machine learning
Z Zhang, Z Wu, D Rincon, PD Christofides
Mathematics 7 (10), 890, 2019
512019
Detecting and handling cyber-attacks in model predictive control of chemical processes
Z Wu, F Albalawi, J Zhang, Z Zhang, H Durand, PD Christofides
Mathematics 6 (10), 173, 2018
402018
Economic machine-learning-based predictive control of nonlinear systems
Z Wu, PD Christofides
Mathematics 7 (6), 494, 2019
382019
On integration of feedback control and safety systems: Analyzing two chemical process applications
Z Zhang, Z Wu, H Durand, F Albalawi, PD Christofides
Chemical Engineering Research and Design 132, 616-626, 2018
382018
Safe economic model predictive control of nonlinear systems
Z Wu, H Durand, PD Christofides
Systems & Control Letters 118, 69-76, 2018
282018
Model predictive control of phthalic anhydride synthesis in a fixed-bed catalytic reactor via machine learning modeling
Z Wu, A Tran, YM Ren, CS Barnes, S Chen, PD Christofides
Chemical Engineering Research and Design 145, 173-183, 2019
262019
A cyber‐secure control‐detector architecture for nonlinear processes
S Chen, Z Wu, PD Christofides
AIChE Journal 66 (5), e16907, 2020
242020
Microscopic modeling and optimal operation of thermal atomic layer deposition
Y Ding, Y Zhang, K Kim, A Tran, Z Wu, PD Christofides
Chemical Engineering Research and Design 145, 159-172, 2019
232019
Model predictive control of a steam methane reforming reactor described by a computational fluid dynamics model
Z Wu, A Aguirre, A Tran, H Durand, D Ni, PD Christofides
Industrial & Engineering Chemistry Research 56 (20), 6002-6011, 2017
222017
Cyber-attack detection and resilient operation of nonlinear processes under economic model predictive control
S Chen, Z Wu, PD Christofides
Computers & Chemical Engineering 136, 106806, 2020
212020
Machine learning modeling and predictive control of nonlinear processes using noisy data
Z Wu, D Rincon, J Luo, PD Christofides
AIChE Journal 67 (4), e17164, 2021
202021
Machine learning‐based distributed model predictive control of nonlinear processes
S Chen, Z Wu, D Rincon, PD Christofides
AIChE Journal 66 (11), e17013, 2020
202020
Economic model predictive control of stochastic nonlinear systems
Z Wu, J Zhang, Z Zhang, F Albalawi, H Durand, M Mahmood, P Mhaskar, ...
AIChE Journal 64 (9), 3312-3322, 2018
202018
Operational safety of chemical processes via Safeness-Index based MPC: Two large-scale case studies
Z Zhang, Z Wu, D Rincon, C Garcia, PD Christofides
Computers & Chemical Engineering 125, 204-215, 2019
192019
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