publication venue for
- Future opportunities and challenges in the design of new energy conversion systems 2015
- A superstructure optimization approach for water network synthesis with membrane separation-based regenerators 2012
- Teaching “operability” in undergraduate chemical engineering design education 2010
- Adaptation strategies for real-time optimization 2009
- Predictive control of transport-reaction processes 2005
- Data-based latent variable methods for process analysis, monitoring and control 2005
- Industrial experiences with product quality control in semi-batch processes 2002
- An industrial experience with product quality control in semi-batch processes 2000
- Web-based interactive learning modules for process control 2000
- Inclusion of Model Uncertainty in a Computational Framework for Dynamic Operability Assessment 1997
- 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
- Experiences with industrial applications of projection methods for multivariate statistical process control 1996
- On the effects of constraints, economics and uncertain disturbances on dynamic operability assessment 1996
- Product design through multivariate statistical analysis of process data 1996
- Results analysis for real-time optimization (RTO): Deciding when to change the plant operation 1996
- Simultaneous modular algorithm for steady-state flowsheet simulation and design 1979
- A call for a different plant modelling paradigm and a new generation of software. 194:108970. 2025
- State and parameter estimation in closed-loop dynamic real-time optimization — A comparative study. 194:108932. 2025
- A semi-supervised learning algorithm for high and low-frequency variable imbalances in industrial data. 193:108933. 2025
- Risk-averse supply chain management via robust reinforcement learning. 192:108912. 2025
- Comparative assessment of simulation-based and surrogate-based approaches to flowsheet optimization using dimensionality reduction. 189:108807-108807. 2024
- A hybrid clustering approach integrating first-principles knowledge with data for fault detection in HVAC systems. 187:108717-108717. 2024
- Minimizing total annualized cost per tonne of feed processed of a semicontinuous distillation process utilizing data-driven model predictive control. 186:108711-108711. 2024
- A two-level MPC method for the operation of a gas pipeline system under demand variation. 183:108597-108597. 2024
- Integration of chemical process operation with energy, global market, and plant systems infrastructure. 182:108566-108566. 2024
- Optimal design and robust operational management of regional bioethanol supply chain with various technological choices and uncertainty fusions. 182:108565-108565. 2024
- A practically implementable reinforcement learning control approach by leveraging offset-free model predictive control. 181:108511-108511. 2024
- Evaluating subgradients for convex relaxations of dynamic process models by adapting current tools. 180:108462-108462. 2024
- Environmental impacts of optimal designs of community energy systems under different CO2 footprints of electric grids. 178:108389-108389. 2023
- Data-driven models of crude distillation units for production planning and for operations monitoring. 177:108322-108322. 2023
- Assessment of Lagrangean decomposition for short-term planning of integrated refinery-petrochemical operations. 174:108229-108229. 2023
- Data-driven supply chain monitoring using canonical variate analysis. 174:108228-108228. 2023
- Linear hybrid models of distillation towers. 171:108160-108160. 2023
- A stochastic optimization framework for integrated scheduling and control under demand uncertainty. 165:107931-107931. 2022
- Assessment of a two-step approach for global optimization of mixed-integer polynomial programs using quadratic reformulation. 165:107909-107909. 2022
- Multiperiod refinery optimization for mitigating the impact of process unit shutdowns. 164:107873-107873. 2022
- Design and application of data driven economic model predictive control for a rotational molding process. 161:107713-107713. 2022
- Risk mitigation in model-based experiment design: A continuous-effort approach to optimal campaigns. 159:107680-107680. 2022
- Flooding and offset-free nonlinear model predictive control of a high-purity industrial ethylene splitter using a hybrid model. 155:107514-107514. 2021
- Bounding convex relaxations of process models from below by tractable black-box sampling. 153:107413-107413. 2021
- An adaptive sampling surrogate model building framework for the optimization of reaction systems. 152:107371-107371. 2021
- Refinery production planning optimization under crude oil quality uncertainty. 151:107361-107361. 2021
- Model predictive control using subspace model identification. 149:107276-107276. 2021
- Robust model predictive control with embedded multi-scenario closed-loop prediction. 149:107283-107283. 2021
- Adaptive system identification of industrial ethylene splitter: A comparison of subspace identification and artificial neural networks. 147:107240-107240. 2021
- Real-time optimization meets Bayesian optimization and derivative-free optimization: A tale of modifier adaptation. 147:107249-107249. 2021
- A hybrid modeling approach integrating first-principles knowledge with statistical methods for fault detection in HVAC systems. 142:107022-107022. 2020
- Global optimization of large-scale MIQCQPs via cluster decomposition: Application to short-term planning of an integrated refinery-petrochemical complex. 140:106883-106883. 2020
- Uncertainty management via online scheduling for optimal short-term operation of cascaded hydropower systems. 134:106677-106677. 2020
- Supply chain design with time-limited transportation contracts. 131:106579-106579. 2019
- Challenges and future directions for process and product synthesis and design. 128:421-436. 2019
- Design for dynamic operation - A review and new perspectives for an increasingly dynamic plant operating environment. 128:329-339. 2019
- Modeling and fault diagnosis design for HVAC systems using recurrent neural networks. 126:189-203. 2019
- Dynamic real-time optimization of distributed MPC systems using rigorous closed-loop prediction. 122:356-371. 2019
- Model predictive control of uni-axial rotational molding process. 121:306-316. 2019
- An optimization framework for scheduling of converter aisle operation in a nickel smelting plant. 119:195-214. 2018
- Side stream control in semicontinuous distillation. 119:450-464. 2018
- Supply-demand pinch based methodology for multi-period planning under uncertainty in components qualities with application to gasoline blend planning. 119:425-438. 2018
- Utilizing big data for batch process modeling and control. 119:228-236. 2018
- Approximation techniques for dynamic real-time optimization (DRTO) of distributed MPC systems. 118:195-209. 2018
- Distributed fault diagnosis for networked nonlinear uncertain systems. 115:22-33. 2018
- A process systems approach for detailed rail planning and scheduling applications. 114:273-280. 2018
- Heating, ventilation and air conditioning systems: Fault detection and isolation and safe parking. 108:139-151. 2018
- Model predictive control with closed-loop re-identification. 109:249-260. 2018
- Utilizing null controllable regions to stabilize input-constrained nonlinear systems. 108:24-30. 2018
- Subspace-based model identification of a hydrogen plant startup dynamics. 106:183-190. 2017
- Space-constrained purification of dimethyl ether through process intensification using semicontinuous dividing wall columns. 105:197-211. 2017
- Globally optimal dynamic real time optimization without model mismatch between optimization and control layer. 104:64-75. 2017
- A parallel structure exploiting nonlinear programming algorithm for multiperiod dynamic optimization. 103:151-164. 2017
- Approximation of closed-loop prediction for dynamic real-time optimization calculations. 103:23-38. 2017
- Subspace model identification and model predictive control based cost analysis of a semicontinuous distillation process. 103:39-57. 2017
- Planning and scheduling of steel plates production. Part II: Scheduling of continuous casting. 101:312-325. 2017
- Practical optimization for cost reduction of a liquefier in an industrial air separation plant. 99:13-20. 2017
- 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
- Design of multi-parametric NCO tracking controllers for linear dynamic systems. 92:64-77. 2016
- Integrated design and control of semicontinuous distillation systems utilizing mixed integer dynamic optimization. 89:172-183. 2016
- Coupled CFD–DEM of particle-laden flows in a turning flow with a moving wall. 86:184-191. 2016
- Optimal response under partial plant shutdown with discontinuous dynamic models. 86:120-135. 2016
- Flexibility analysis of process supply chain networks. 84:409-421. 2016
- Improved continuous-time model for gasoline blend scheduling. 84:627-646. 2016
- Inventory pinch gasoline blend scheduling algorithm combining discrete- and continuous-time models. 84:611-626. 2016
- 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
- Identification of probabilistic graphical network model for root-cause diagnosis in industrial processes. 71:171-209. 2014
- 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
- Robust decision making for hybrid process supply chain systems via model predictive control. 62:37-55. 2014
- Predictive control methods to improve energy efficiency and reduce demand in buildings. 51:77-85. 2013
- Monitoring, fault diagnosis, fault-tolerant control and optimization: Data driven methods. 47:111-120. 2012
- Flexible maintenance within a continuous-time state-task network framework. 46:167-177. 2012
- Inferential monitoring and optimization of crude separation units via hybrid models. 45:15-26. 2012
- Convex/concave relaxations of parametric ODEs using Taylor models. 35:844-857. 2011
- Robust supply chain performance via Model Predictive Control. 33:2134-2143. 2009
- Editorial note. 33:1-1. 2009
- Hierarchical decomposition heuristic for scheduling: Coordinated reasoning for decentralized and distributed decision-making problems. 32:2684-2705. 2008
- A mixed-integer formulation for back-off under constrained predictive control. 32:2409-2419. 2008
- Practical optimization of complex chemical processes with tight constraints. 32:2099-2112. 2008
- Safe-parking of nonlinear process systems. 32:2113-2122. 2008
- Special issue on “Control of networked and complex process systems”. 32:1963-1963. 2008
- Discrete element simulation of liquid-particle flows. 32:841-856. 2008
- Preface to the “Art Westerberg” Festschrift. 28:1919-1919. 2004
- Input saturation effects in optimizing control—inclusion within a simultaneous optimization framework. 28:1347-1360. 2004
- The effect of model fidelity on real-time optimization performance. 28:267-280. 2004
- Multiple data sets for model updating in real-time operations optimization. 26:1345-1362. 2002
- Dynamic optimisation of small size wastewater treatment plants including nitrification and denitrification processes. 25:585-593. 2001
- Integrating process and controller models for the design of self-optimizing control. 24:2589-2602. 2000
- Control design for increased profit. 24:267-272. 2000
- Scheduling of the batch annealing process — deterministic case. 23:1193-1208. 1999
- A regional convexity test for global optimization. 22:1407-1418. 1998
- Results diagnosis for real-time process operations optimization. 22:S475-S482. 1998
- Inclusion of model uncertainty in a computational framework for dynamic operability assessment. 21:S415-S420. 1997
- Nonlinear adaptive temperature control of multi-product, semi-batch polymerization reactors. 21:1395-1409. 1997
- Sensitivity analysis for chemical process optimization. 20:1177-1200. 1996
- Design cost: a systematic approach to technology selection for model-based real-time optimization systems. 20:717-734. 1996
- A computational framework for dynamic operability assessment. 20:365-371. 1996
- The software laboratory for undergraduate process control education. 20:S1371-S1376. 1996
- An algorithm for hierarchical supervisory control. 19:1173-1180. 1995
- Development of inferential process models using PLS. 18:597-611. 1994
- Model adequacy requirements for optimizing plant operations. 18:497-510. 1994
- Nonlinear optimization of a hydrocracker fractionation plant. 17:123-138. 1993
- Solving nonlinear differential equations of membrane transport by orthogonal collocation. 14:157-160. 1990
- ASPEN: An Advanced System for Process Engineering. 3:319-327. 1979
- Author index. 1:149-160. 1977
- Evolutionary search for an optimal limiting process flowsheet. 1:133-147. 1977
- Procedures for the initial design of chemical processing systems. 1:57-68. 1977