Computers and Chemical Engineering
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Overview
publication venue for
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Future opportunities and challenges in the design of new energy conversion systems
2015
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A superstructure optimization approach for water network synthesis with membrane separation-based regenerators
2012
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Teaching “operability” in undergraduate chemical engineering design education
2010
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Adaptation strategies for real-time optimization
2009
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Predictive control of transport-reaction processes
2005
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Data-based latent variable methods for process analysis, monitoring and control
2005
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Industrial experiences with product quality control in semi-batch processes
2002
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An industrial experience with product quality control in semi-batch processes
2000
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Web-based interactive learning modules for process control
2000
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Inclusion of Model Uncertainty in a Computational Framework for Dynamic Operability Assessment
1997
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Closed loop identification of MPC models for MIMO processes using genetic algorithms and dithering one variable at a time: Application to an industrial distillation tower
1996
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Experiences with industrial applications of projection methods for multivariate statistical process control
1996
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On the effects of constraints, economics and uncertain disturbances on dynamic operability assessment
1996
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Product design through multivariate statistical analysis of process data
1996
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Results analysis for real-time optimization (RTO): Deciding when to change the plant operation
1996
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Simultaneous modular algorithm for steady-state flowsheet simulation and design
1979
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A call for a different plant modelling paradigm and a new generation of software (Heresy in the land of moles, fractions, & rigorous physical properties).
194.
2025
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State and parameter estimation in closed-loop dynamic real-time optimization - A comparative study.
194.
2025
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A semi-supervised learning algorithm for high and low-frequency variable imbalances in industrial data.
193.
2025
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Risk-averse chain via robust reinforcement.
192.
2025
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Comparative assessment of simulation-based and surrogate-based approaches to flowsheet optimization using dimensionality reduction.
189:108807-108807.
2024
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A hybrid clustering approach integrating first-principles knowledge with data for fault detection in HVAC systems.
187:108717-108717.
2024
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Minimizing total annualized cost per tonne of feed processed of a semicontinuous distillation process utilizing data-driven model predictive control.
186:108711-108711.
2024
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A two-level MPC method for the operation of a gas pipeline system under demand variation.
183:108597-108597.
2024
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Integration of chemical process operation with energy, global market, and plant systems infrastructure.
182:108566-108566.
2024
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Optimal design and robust operational management of regional bioethanol supply chain with various technological choices and uncertainty fusions.
182:108565-108565.
2024
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A practically implementable reinforcement learning control approach by leveraging offset-free model predictive control.
181:108511-108511.
2024
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Evaluating subgradients for convex relaxations of dynamic process models by adapting current tools.
180:108462-108462.
2024
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Environmental impacts of optimal designs of community energy systems under different CO2 footprints of electric grids.
178:108389-108389.
2023
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Data-driven models of crude distillation units for production planning and for operations monitoring.
177:108322-108322.
2023
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Assessment of Lagrangean decomposition for short-term planning of integrated refinery-petrochemical operations.
174:108229-108229.
2023
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Data-driven supply chain monitoring using canonical variate analysis.
174:108228-108228.
2023
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Linear hybrid models of distillation towers.
171:108160-108160.
2023
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A stochastic optimization framework for integrated scheduling and control under demand uncertainty.
165:107931-107931.
2022
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Assessment of a two-step approach for global optimization of mixed-integer polynomial programs using quadratic reformulation.
165:107909-107909.
2022
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Multiperiod refinery optimization for mitigating the impact of process unit shutdowns.
164:107873-107873.
2022
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Design and application of data driven economic model predictive control for a rotational molding process.
161:107713-107713.
2022
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Risk mitigation in model-based experiment design: A continuous-effort approach to optimal campaigns.
159:107680-107680.
2022
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Flooding and offset-free nonlinear model predictive control of a high-purity industrial ethylene splitter using a hybrid model.
155:107514-107514.
2021
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Bounding convex relaxations of process models from below by tractable black-box sampling.
153:107413-107413.
2021
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An adaptive sampling surrogate model building framework for the optimization of reaction systems.
152:107371-107371.
2021
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Refinery production planning optimization under crude oil quality uncertainty.
151:107361-107361.
2021
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Model predictive control using subspace model identification.
149:107276-107276.
2021
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Robust model predictive control with embedded multi-scenario closed-loop prediction.
149:107283-107283.
2021
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Adaptive system identification of industrial ethylene splitter: A comparison of subspace identification and artificial neural networks.
147:107240-107240.
2021
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Real-time optimization meets Bayesian optimization and derivative-free optimization: A tale of modifier adaptation.
147:107249-107249.
2021
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A hybrid modeling approach integrating first-principles knowledge with statistical methods for fault detection in HVAC systems.
142:107022-107022.
2020
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Global optimization of large-scale MIQCQPs via cluster decomposition: Application to short-term planning of an integrated refinery-petrochemical complex.
140:106883-106883.
2020
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Uncertainty management via online scheduling for optimal short-term operation of cascaded hydropower systems.
134:106677-106677.
2020
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Supply chain design with time-limited transportation contracts.
131:106579-106579.
2019
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Challenges and future directions for process and product synthesis and design.
128:421-436.
2019
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Design for dynamic operation - A review and new perspectives for an increasingly dynamic plant operating environment.
128:329-339.
2019
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Modeling and fault diagnosis design for HVAC systems using recurrent neural networks.
126:189-203.
2019
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Dynamic real-time optimization of distributed MPC systems using rigorous closed-loop prediction.
122:356-371.
2019
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Model predictive control of uni-axial rotational molding process.
121:306-316.
2019
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An optimization framework for scheduling of converter aisle operation in a nickel smelting plant.
119:195-214.
2018
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Side stream control in semicontinuous distillation.
119:450-464.
2018
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Supply-demand pinch based methodology for multi-period planning under uncertainty in components qualities with application to gasoline blend planning.
119:425-438.
2018
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Utilizing big data for batch process modeling and control.
119:228-236.
2018
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Approximation techniques for dynamic real-time optimization (DRTO) of distributed MPC systems.
118:195-209.
2018
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Distributed fault diagnosis for networked nonlinear uncertain systems.
115:22-33.
2018
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A process systems approach for detailed rail planning and scheduling applications.
114:273-280.
2018
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Heating, ventilation and air conditioning systems: Fault detection and isolation and safe parking.
108:139-151.
2018
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Model predictive control with closed-loop re-identification.
109:249-260.
2018
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Utilizing null controllable regions to stabilize input-constrained nonlinear systems.
108:24-30.
2018
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Subspace-based model identification of a hydrogen plant startup dynamics.
106:183-190.
2017
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Space-constrained purification of dimethyl ether through process intensification using semicontinuous dividing wall columns.
105:197-211.
2017
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Globally optimal dynamic real time optimization without model mismatch between optimization and control layer.
104:64-75.
2017
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A parallel structure exploiting nonlinear programming algorithm for multiperiod dynamic optimization.
103:151-164.
2017
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Approximation of closed-loop prediction for dynamic real-time optimization calculations.
103:23-38.
2017
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Subspace model identification and model predictive control based cost analysis of a semicontinuous distillation process.
103:39-57.
2017
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Planning and scheduling of steel plates production. Part II: Scheduling of continuous casting.
101:312-325.
2017
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Practical optimization for cost reduction of a liquefier in an industrial air separation plant.
99:13-20.
2017
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Application of a two-level rolling horizon optimization scheme to a solid-oxide fuel cell and compressed air energy storage plant for the optimal supply of zero-emissions peaking power.
94:235-249.
2016
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Design of multi-parametric NCO tracking controllers for linear dynamic systems.
92:64-77.
2016
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Integrated design and control of semicontinuous distillation systems utilizing mixed integer dynamic optimization.
89:172-183.
2016
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Coupled CFD–DEM of particle-laden flows in a turning flow with a moving wall.
86:184-191.
2016
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Optimal response under partial plant shutdown with discontinuous dynamic models.
86:120-135.
2016
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Flexibility analysis of process supply chain networks.
84:409-421.
2016
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Improved continuous-time model for gasoline blend scheduling.
84:627-646.
2016
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Inventory pinch gasoline blend scheduling algorithm combining discrete- and continuous-time models.
84:611-626.
2016
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Planning and scheduling of steel plates production. Part I: Estimation of production times via hybrid Bayesian networks for large domain of discrete variables.
79:113-134.
2015
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Identification of probabilistic graphical network model for root-cause diagnosis in industrial processes.
71:171-209.
2014
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Application of rolling horizon optimization to an integrated solid-oxide fuel cell and compressed air energy storage plant for zero-emissions peaking power under uncertainty.
68:203-219.
2014
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Robust decision making for hybrid process supply chain systems via model predictive control.
62:37-55.
2014
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Predictive control methods to improve energy efficiency and reduce demand in buildings.
51:77-85.
2013
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Monitoring, fault diagnosis, fault-tolerant control and optimization: Data driven methods.
47:111-120.
2012
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Flexible maintenance within a continuous-time state-task network framework.
46:167-177.
2012
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Inferential monitoring and optimization of crude separation units via hybrid models.
45:15-26.
2012
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Convex/concave relaxations of parametric ODEs using Taylor models.
35:844-857.
2011
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Robust supply chain performance via Model Predictive Control.
33:2134-2143.
2009
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Editorial note.
33:1-1.
2009
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Hierarchical decomposition heuristic for scheduling: Coordinated reasoning for decentralized and distributed decision-making problems.
32:2684-2705.
2008
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A mixed-integer formulation for back-off under constrained predictive control.
32:2409-2419.
2008
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Practical optimization of complex chemical processes with tight constraints.
32:2099-2112.
2008
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Safe-parking of nonlinear process systems.
32:2113-2122.
2008
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Special issue on “Control of networked and complex process systems”.
32:1963-1963.
2008
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Discrete element simulation of liquid-particle flows.
32:841-856.
2008
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Preface to the “Art Westerberg” Festschrift.
28:1919-1919.
2004
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Input saturation effects in optimizing control—inclusion within a simultaneous optimization framework.
28:1347-1360.
2004
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The effect of model fidelity on real-time optimization performance.
28:267-280.
2004
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Multiple data sets for model updating in real-time operations optimization.
26:1345-1362.
2002
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Dynamic optimisation of small size wastewater treatment plants including nitrification and denitrification processes.
25:585-593.
2001
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Integrating process and controller models for the design of self-optimizing control.
24:2589-2602.
2000
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Control design for increased profit.
24:267-272.
2000
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Scheduling of the batch annealing process — deterministic case.
23:1193-1208.
1999
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A regional convexity test for global optimization.
22:1407-1418.
1998
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Results diagnosis for real-time process operations optimization.
22:S475-S482.
1998
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Inclusion of model uncertainty in a computational framework for dynamic operability assessment.
21:S415-S420.
1997
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Nonlinear adaptive temperature control of multi-product, semi-batch polymerization reactors.
21:1395-1409.
1997
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Sensitivity analysis for chemical process optimization.
20:1177-1200.
1996
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Design cost: a systematic approach to technology selection for model-based real-time optimization systems.
20:717-734.
1996
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A computational framework for dynamic operability assessment.
20:365-371.
1996
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The software laboratory for undergraduate process control education.
20:S1371-S1376.
1996
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An algorithm for hierarchical supervisory control.
19:1173-1180.
1995
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Development of inferential process models using PLS.
18:597-611.
1994
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Model adequacy requirements for optimizing plant operations.
18:497-510.
1994
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Nonlinear optimization of a hydrocracker fractionation plant.
17:123-138.
1993
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Solving nonlinear differential equations of membrane transport by orthogonal collocation.
14:157-160.
1990
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ASPEN: An Advanced System for Process Engineering.
3:319-327.
1979
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Author index.
1:149-160.
1977
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Evolutionary search for an optimal limiting process flowsheet.
1:133-147.
1977
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Procedures for the initial design of chemical processing systems.
1:57-68.
1977
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