selected scholarly activity
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chapters
- Alternative pathways to sustainable aviation fuel from CO2 and H2: an enviro-economic assessment. Computer Aided Chemical Engineering. 2149-2154. 2024
- Comparative study of classifier models to assert phase stability in multicomponent mixtures. Computer Aided Chemical Engineering. 1465-1470. 2024
- Integrating effort- and gradient-based approaches in optimal design of experimental campaigns. Computer Aided Chemical Engineering. 313-318. 2024
- Semi-mechanistic modelling of ionic liquid-based biomass fractionation. Computer Aided Chemical Engineering. 2527-2532. 2024
- Waste-to-X: An enviro-economic assessment of circular chemical production via municipal solid waste gasification. Computer Aided Chemical Engineering. 763-768. 2024
- Enviro-economic analysis of tandem and direct processes for ethylene electrosynthesis. Computer Aided Chemical Engineering. 2217-2222. 2023
- Enviro-economic assessment of sustainable aviation fuel production from direct CO2 hydrogenation. Computer Aided Chemical Engineering. 2345-2350. 2023
- Methane-to-X: an economic assessment of methane valorisation options to improve carbon circularity. Computer Aided Chemical Engineering. 2435-2440. 2023
- Enviro-economic assessment of DME synthesis using carbon capture and hydrogen from methane pyrolysis. Computer Aided Chemical Engineering. 1003-1008. 2022
- Lagrangean Decomposition for Integrated Refinery-Petrochemical Short-term Planning. Computer Aided Chemical Engineering. 583-588. 2022
- Optimal design and planning of supply chains for viral vectors and RNA vaccines. Computer Aided Chemical Engineering. 1633-1638. 2022
- Quality by design and techno-economic modelling of RNA vaccine production for pandemic-response. Computer Aided Chemical Engineering. 2167-2172. 2022
- Towards Resilience in Next-Generation Vaccines and Therapeutics Supply Chains. Computer Aided Chemical Engineering. 931-936. 2022
- Acyclic modular flowsheet optimization using multiple trust regions and Gaussian process regression. Computer Aided Chemical Engineering. 1117-1123. 2021
- Continuous-Effort Approach to Model-Based Experimental Designs. Computer Aided Chemical Engineering. 867-873. 2021
- Global Optimization of Mixed-Integer Polynomial Programs via Quadratic Reformulation. Computer Aided Chemical Engineering. 655-661. 2021
- Uncertainty analysis in life-cycle assessment of early-stage processes and products: a case study in dialkyl-imidazolium ionic liquids. Computer Aided Chemical Engineering. 785-790. 2021
- Production of chemicals from syngas: an enviro-economic model-based investigation. Computer Aided Chemical Engineering. 367-372. 2019
- Risk-conscious approach to optimizing bioenergy investments in the Brazilian sugarcane industry. Computer Aided Chemical Engineering. 361-366. 2019
- Targeting of sustainable chemical processes using data envelopment analysis: application to liquid fuels for transportation. Computer Aided Chemical Engineering. 331-336. 2019
- A simple PLS-based approach for the construction of compact surrogate models. Computer Aided Chemical Engineering. 421-426. 2018
- 3 Wastewater Treatment: Processes, Technologies, and Challenges. 115-180. 2017
- The Water–Food–Energy Nexus. 115-180. 2017
- Bounding the Solutions of Parametric ODEs. Computer Aided Chemical Engineering. 1307-1311. 2012
- Optimal Design and Steady‐State Operation. 199-222. 2009
- State Estimation for Wastewater Treatment Processes. 247-263. 2006
- Dynamic optimisation of small size wastewater treatment plants including nitrification and denitrification processes. Computer Aided Chemical Engineering. 853-858. 2000
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conferences
- Safe Real-Time Optimization using Multi-Fidelity Gaussian Processes. Proceedings of the IEEE Conference on Decision and Control. 6734-6741. 2021
- A Design Centering Methodology for Probabilistic Design Space. IFAC-PapersOnLine. 79-84. 2021
- Direct DME Synthesis from Syngas: a Technoeconomic Model-based Investigation. Computer Aided Chemical Engineering. 655-660. 2020
- Global Optimization of Refinery – petrochemical Operations via Process Clustering Decomposition. Computer Aided Chemical Engineering. 1297-1302. 2020
- Modern Machine Learning Tools for Monitoring and Control of Industrial Processes: A Survey. IFAC-PapersOnLine. 218-229. 2020
- Nested Sampling Approach to Set-membership Estimation. IFAC-PapersOnLine. 7228-7233. 2020
- Nested Sampling Strategy for Bayesian Design Space Characterization. Computer Aided Chemical Engineering. 1957-1962. 2020
- Uncovering the True Cost of Ionic Liquids using Monetization. Computer Aided Chemical Engineering. 1825-1830. 2020
- 12th IFAC Symposium on Dynamics and Control of Process Systems, including Biosystems DYCOPS 2019 Florianopolis, Brazil, 23-26 April 2019 FOREWORD. IFAC-PapersOnLine. VI-VI. 2019
- Convex Enclosures for Constrained Reachability Tubes. IFAC-PapersOnLine. 118-123. 2019
- Kinetic Model Discrimination for Methanol and DME Synthesis using Bayesian Estimation. IFAC-PapersOnLine. 335-340. 2019
- Modifier-Adaptation Schemes Employing Gaussian Processes and Trust Regions for Real-Time Optimization. IFAC-PapersOnLine. 52-57. 2019
- Conversion of CO2-Rich Natural Gas to Liquid Transportation Fuels via Trireforming and Fischer–Tropsch Synthesis: Model-Based Assessment. Industrial & Engineering Chemistry Research. 9964-9976. 2018
- Critical Assessment of Parameter Estimation Methods in Models of Biological Oscillators. IFAC-PapersOnLine. 72-75. 2018
- Optimization-based Investigations of a Thermofluidic Engine for Low-grade Heat Recovery. IFAC-PapersOnLine. 690-695. 2018
- Robust Optimal Feedback Control for Periodic Biochemical Processes. IFAC-PapersOnLine. 756-761. 2018
- Surrogate-based Optimization Approach to Membrane Network Synthesis in Gas Separation. Computer Aided Chemical Engineering. 597-602. 2018
- Branch-and-lift algorithm for obstacle avoidance control. Proceedings of the IEEE Conference on Decision and Control. 745-750. 2017
- Computing Ellipsoidal Robust Forward Invariant Tubes for Nonlinear MPC. IFAC-PapersOnLine. 7175-7180. 2017
- Robust Multi-Parametric Control of Continuous-Time Linear Dynamic Systems. IFAC-PapersOnLine. 4660-4665. 2017
- Multi-Physics Modeling of Light-Limited Microalgae Growth in Raceway Ponds. IFAC-PapersOnLine. 324-329. 2016
- Optimization of OSN Membrane Cascades for Separating Organic Mixtures. Computer Aided Chemical Engineering. 379–384-379–384. 2016
- Optimization of dynamic systems with rigorous path constraint satisfaction. Computer Aided Chemical Engineering. 643-648. 2016
- Set-valued integration of uncertain dynamic systems with sensitivity analysis capability. Computer Aided Chemical Engineering. 1165-1170. 2016
- dynamic Flux Balance Analysis of the Metabolism of Microalgae under a Diurnal Light Cycle. IFAC-PapersOnLine. 791-796. 2016
- A Framework for the Dynamic Modelling of PI Curves in Microalgae. Computer Aided Chemical Engineering. 2483-2488. 2015
- Continuous-Time Enclosures for Uncertain Implicit Differential Equations. IFAC-PapersOnLine. 94-99. 2015
- Design of multiparametric NCO tracking controllers for linear dynamic systems. Computer Aided Chemical Engineering. 1511-1516. 2015
- Ellipsoidal Arithmetic for Multivariate Systems. Computer Aided Chemical Engineering. 767-772. 2015
- Plant-wide Optimization of a Full-Scale Activated Sludge Plant with Anaerobic Sludge Treatment. IFAC-PapersOnLine. 1234-1239. 2015
- Set-Theoretic Approaches in Analysis, Estimation and Control of Nonlinear Systems. IFAC-PapersOnLine. 981-995. 2015
- Using fluorescence measurements to model key phenomena in microalgae photosynthetic mechanisms. Chemical Engineering Transactions. 217-222. 2015
- A Dynamic Model of Photoproduction, Photoregulation and Photoinhibition in Microalgae using Chlorophyll Fluorescence. IFAC-PapersOnLine. 4370-4375. 2014
- On the Stability of Set-Valued Integration for Parametric Nonlinear ODEs. Computer Aided Chemical Engineering. 595-600. 2014
- A validated integration algorithm for nonlinear ODEs using Taylor models and ellipsoidal calculus. Proceedings of the IEEE Conference on Decision and Control. 484-489. 2013
- Convergence analysis of Taylor models and McCormick-Taylor models. Journal of Global Optimization. 75-114. 2013
- A dynamic model coupling photoacclimation and photoinhibition in microalgae. 2013 European Control Conference (ECC). 4178-4183. 2013
- Guaranteed parameter estimation in nonlinear dynamic systems using improved bounding techniques. 2013 European Control Conference (ECC). 4514-4519. 2013
- Enclosing the Reachable Set of Parametric ODEs using Taylor Models and Ellipsoidal Calculus. Computer Aided Chemical Engineering. 979-984. 2013
- A superstructure optimization approach for water network synthesis with membrane separation-based regenerators. Computers and Chemical Engineering. 48-63. 2012
- Bounding the Solutions of Parametric ODEs: When Taylor Models Meet Differential Inequalities. Computer Aided Chemical Engineering. 1307-1311. 2012
- Methodology for Emergency Shut-Down of Multi-Megawatt Wind Turbine Generators. Computer Aided Chemical Engineering. 1251-1255. 2012
- Optimal water network synthesis with detailed membrane-based regenerator models. Computer Aided Chemical Engineering. 1457-1461. 2012
- Optimal water network synthesis with membrane separation-based regenerators. Computer Aided Chemical Engineering. 36-40. 2012
- Tight Convex and Concave Relaxations via Taylor Models for Global Dynamic Optimization. Computer Aided Chemical Engineering. 537-541. 2011
- A dual modifier-adaptation approach for real-time optimization. Journal of Process Control. 1027-1037. 2010
- Selective input adaptation in parametric optimal control problems involving terminal constraints. Proceedings of the American Control Conference. 4782-4787. 2010
- Discretize-Then-Relax Approach For State Relaxactions In Global Dynamic Optimization. Computer Aided Chemical Engineering. 427-432. 2010
- Adaptation strategies for real-time optimization. Computers and Chemical Engineering. 1557-1567. 2009
- Towards global bilevel dynamic optimization. Journal of Global Optimization. 63-93. 2009
- Parametric Sensitivity of Path-Constrained Optimal Control: Towards Selective Input Adaptation. Proceedings of the American Control Conference. 349-354. 2009
- Model Parameterization Tailored to Real-Time Optimization. Computer Aided Chemical Engineering. 1-13. 2008
- Numerical Simulation of a Class of PDAEs with a Separation of Time Scales. Mathematics in Industry. 512-517. 2008
- Real-time optimization via adaptation and control of the constraints. Computer Aided Chemical Engineering. 393-398. 2008
- FUEL 274-Microfabricated fuel cell systems: Beyond process synthesis. ABSTRACTS OF PAPERS OF THE AMERICAN CHEMICAL SOCIETY. 2007
- Batch process optimization via run-to-run constraints adaptation. 2007 European Control Conference (ECC). 2791-2798. 2007
- Global solution of mixed-integer dynamic optimization problems. Computer Aided Chemical Engineering. 133-138. 2005
- Optimal start-up of micro power generation processes. Computer Aided Chemical Engineering. 1093-1098. 2005
- A New Approach in Deterministic Global Optimisation of Problems with Ordinary Differential Equations. FRONTIERS IN GLOBAL OPTIMIZATION. 83-108. 2004
- Dynamic optimisation of alternating activated sludge processes. 2003 European Control Conference (ECC). 3189-3193. 2003
- 384034 Dynamic Modeling of Photoproduction, Photoregulation and Photoinhibition in Microalgae Using Chlorophyll Fluorescence
- 385510 Higher-Order Inclusions of Nonlinear Systems By Chebyshev Models
- A Bilevel Framework for Process Design & Operation
- Estimation of Experimental Gradients for Real-Time Optimization
- Global Optimization of Algorithms
- Methodology for Technology Selection in RTO Systems
- Model-Based Methodology For Plant-Wide Optimization Of WWTPs: A Case Study
- Nonlinear Convex and Concave Relaxations for the Solutions of Parametric Ordinary Differential Equations
- Sustainable aviation fuel production: an enviro-economic assessment of direct CO2 hydrogenation. Proceedings of the MATSUS Spring 2024 Conference.
- Towards a new understanding of the balance between energy use and effluent quality
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journal articles
- Comparative assessment of simulation-based and surrogate-based approaches to flowsheet optimization using dimensionality reduction. Computers and Chemical Engineering. 189:108807-108807. 2024
- The pathway to net zero: a chemicals perspective. RSC Sustainability. 2:1337-1349. 2024
- Machine learning for industrial sensing and control: A survey and practical perspective. Control Engineering Practice. 145:105841-105841. 2024
- Green ethylene production in the UK by 2035: a techno-economic assessment. Energy and Environmental Sciences. 17:1931-1949. 2024
- Strategic Planning of a Joint SARS-CoV-2 and Influenza Vaccination Campaign in the UK. Vaccines. 12:158-158. 2024
- A Decomposition Approach to Characterizing Feasibility in Acyclic Multi-Unit Processes ⁎ ⁎ This work is co-funded by Eli Lilly & Company through the Pharmaceutical Systems Engineering Lab (PharmaSEL) and by the Engineering and Physical Sciences Research Council (EP-SRC) as part of its Prosperity Partnership Programme under grant EP/T518207/1.. IFAC-PapersOnLine. 58:216-221. 2024
- Optimal control of photobioreactor accounting for photoinhibition and photoacclimation. IFAC-PapersOnLine. 58:157-162. 2024
- Solving for Exact Designs in Optimal Experiment Campaigns under Uncertainty ⁎ ⁎ This project has received funding from the European Union’s Horizon 2020 research and innovation programme under the Marie Skłodowska-Curie grant agreement No. 955520 (Digitalgaesation). KPK, CCP and BC gratefully acknowledge funding by Eli Lilly & Company through the Pharmaceutical Systems Engineering Lab (PharmaSEL) and by the Engineering and Physical Sciences Research Council (EPSRC) as part of its Prosperity Partnership Programme under grant EP/T518207/1.. IFAC-PapersOnLine. 58:658-663. 2024
- Comparative techno-economic and life-cycle analysis of precious versus non-precious metal electrocatalysts: the case of PEM fuel cell cathodes. Green Chemistry. 25:10458-10471. 2023
- Towards ethylene production from carbon dioxide: Economic and global warming potential assessment. Sustainable Production and Consumption. 43:124-139. 2023
- Assessment of Lagrangean decomposition for short-term planning of integrated refinery-petrochemical operations. Computers and Chemical Engineering. 174:108229-108229. 2023
- Global Sensitivity Analysis in Life-Cycle Assessment of Early-Stage Technology using Detailed Process Simulation: Application to Dialkylimidazolium Ionic Liquid Production. ACS Sustainable Chemistry & Engineering. 11:7157-7169. 2023
- The Carbon Footprint of a UK Chemical Engineering Department – The Case of Imperial College London. Procedia CIRP. 116:444-449. 2023
- Probabilistic framework for optimal experimental campaigns in the presence of operational constraints. Reaction Chemistry and Engineering. 7:2359-2374. 2022
- Assessment of a two-step approach for global optimization of mixed-integer polynomial programs using quadratic reformulation. Computers and Chemical Engineering. 165:107909-107909. 2022
- Pandemic-response adenoviral vector and RNA vaccine manufacturing. npj Vaccines. 7:29. 2022
- Risk mitigation in model-based experiment design: A continuous-effort approach to optimal campaigns. Computers and Chemical Engineering. 159:107680-107680. 2022
- A Pathway Towards Net-Zero Emissions in Oil Refineries. Frontiers in Chemical Engineering. 4. 2022
- Sustainability Assessment of Alternative Synthesis Routes to Aprotic Ionic Liquids: The Case of 1-Butyl-3-methylimidazolium Tetrafluoroborate for Fuel Desulfurization. ACS Sustainable Chemistry & Engineering. 10:323-331. 2022
- Model-Based Planning and Delivery of Mass Vaccination Campaigns against Infectious Disease: Application to the COVID-19 Pandemic in the UK. Vaccines. 9:1460-1460. 2021
- Economic and life-cycle assessment of OME3–5 as transport fuel: a comparison of production pathways. Sustainable Energy and Fuels. 5:2504-2516. 2021
- Coupling biogeochemical simulation and mathematical optimisation towards eco-industrial energy systems design. Applied Energy. 290:116773-116773. 2021
- Real-time optimization meets Bayesian optimization and derivative-free optimization: A tale of modifier adaptation. Computers and Chemical Engineering. 147:107249-107249. 2021
- Plant-wide assessment of high-pressure membrane contactors in natural gas sweetening – Part I: Model development. Separation and Purification Technology. 258:117898-117898. 2021
- Plant-wide assessment of high-pressure membrane contactors in natural gas sweetening – Part II: Process analysis. Separation and Purification Technology. 258:117938-117938. 2021
- Meeting the challenge of water sustainability: The role of process systems engineering. AIChE Journal. 67. 2021
- Global optimization of large-scale MIQCQPs via cluster decomposition: Application to short-term planning of an integrated refinery-petrochemical complex. Computers and Chemical Engineering. 140:106883-106883. 2020
- Role of life-cycle externalities in the valuation of protic ionic liquids – a case study in biomass pretreatment solvents. Green Chemistry. 22:3132-3140. 2020
- Electricity grid decarbonisation or green methanol fuel? A life-cycle modelling and analysis of today′s transportation-power nexus. Applied Energy. 265:114718-114718. 2020
- What Is the True Cost of Producing Propylene from Methanol? The Role of Externalities. ACS Sustainable Chemistry & Engineering. 8:3072-3081. 2020
- Bayesian Approach to Probabilistic Design Space Characterization: A Nested Sampling Strategy. Industrial & Engineering Chemistry Research. 59:2396-2408. 2020
- Risk-conscious optimization model to support bioenergy investments in the Brazilian sugarcane industry. Applied Energy. 258:113978-113978. 2020
- Optimization-based investigations of a two-phase thermofluidic oscillator for low-grade heat conversion. BMC Chemical Engineering. 1:20. 2019
- Assessing the performance of UK universities in the field of chemical engineering using data envelopment analysis. Education for Chemical Engineers. 29:29-41. 2019
- Preface to the Dominique Bonvin Festschrift. Industrial & Engineering Chemistry Research. 58:13421-13422. 2019
- Data envelopment analysis approach to targeting in sustainable chemical process design: Application to liquid fuels. AIChE Journal. 65. 2019
- Global optimization in Hilbert space. Mathematical programming. 173:221-249. 2019
- Methodology for robust multi-parametric control in linear continuous-time systems. Journal of Process Control. 73:58-74. 2019
- Enviro-economic assessment of thermochemical polygeneration from microalgal biomass. Journal of Cleaner Production. 203:1132-1142. 2018
- Set-membership nonlinear regression approach to parameter estimation. Journal of Process Control. 70:80-95. 2018
- Modeling for design and operation of high-pressure membrane contactors in natural gas sweetening. Process Safety and Environmental Protection: Transactions of the Institution of Chemical Engineers, Part B. 132:1005-1019. 2018
- Introduction to the Special Issue on Global and Robust Optimization of Dynamic Systems. Optimal Control Applications and Methods. 39:425-426. 2018
- Towards rigorous robust optimal control via generalized high‐order moment expansion. Optimal Control Applications and Methods. 39:489-502. 2018
- Semi-empirical modeling of microalgae photosynthesis in different acclimation states – Application to N. gaditana. Journal of Biotechnology. 259:63-72. 2017
- Chebyshev model arithmetic for factorable functions. Journal of Global Optimization. 68:413-438. 2017
- Robust MPC via min–max differential inequalities. Automatica. 77:311-321. 2017
- Sensitivity Analysis of Uncertain Dynamic Systems Using Set-Valued Integration. SIAM Journal on Scientific Computing. 39:A3014-A3039. 2017
- Design of multi-parametric NCO tracking controllers for linear dynamic systems. Computers and Chemical Engineering. 92:64-77. 2016
- Guaranteed parameter estimation of non-linear dynamic systems using high-order bounding techniques with domain and CPU-time reduction strategies. IMA Journal of Mathematical Control and Information. 33:563-587. 2016
- Dynamic coupling of photoacclimation and photoinhibition in a model of microalgae growth. Journal of Theoretical Biology. 390:61-72. 2016
- Bayesian Optimization with Dimension Scheduling: Application to Biological Systems. Computer Aided Chemical Engineering. 38A:1051-1056. 2016
- Correction: High-Fidelity Modelling Methodology of Light-Limited Photosynthetic Production in Microalgae. PLoS ONE. 11:e0156922-e0156922. 2016
- High-Fidelity Modelling Methodology of Light-Limited Photosynthetic Production in Microalgae. PLoS ONE. 11:e0152387-e0152387. 2016
- Local optimization of dynamic programs with guaranteed satisfaction of path constraints. Automatica. 62:184-192. 2015
- Optimization-based methodology for the development of wastewater facilities for energy and nutrient recovery. Chemosphere. 140:150-158. 2015
- Model-based methodology for plant-wide analysis of wastewater treatment plants: industrial case study. Water Practice and Technology. 10:517-526. 2015
- Unified framework for the propagation of continuous-time enclosures for parametric nonlinear ODEs. Journal of Global Optimization. 62:575-613. 2015
- A model of chlorophyll fluorescence in microalgae integrating photoproduction, photoinhibition and photoregulation. Journal of Biotechnology. 194:91-99. 2015
- Modelling of Microalgae Culture Systems with Applications to Control and Optimization. Advances in Biochemical Engineering/Biotechnology. 153:59-87. 2015
- Stable Set-Valued Integration of Nonlinear Dynamic Systems using Affine Set-Parameterizations. SIAM Journal on Numerical Analysis. 53:2307-2328. 2015
- Fixed-flowrate total water network synthesis under uncertainty with risk management. Journal of Cleaner Production. 77:79-93. 2014
- Branch-and-Lift Algorithm for Deterministic Global Optimization in Nonlinear Optimal Control. Journal of Optimization Theory and Applications. 162:208-248. 2014
- Optimization‐based load reduction during rapid shutdown of multi‐megawatt wind turbine generators. Wind Energy. 17:1055-1075. 2014
- Optimization of Water Network Synthesis for Single-Site and Continuous Processes: Milestones, Challenges, and Future Directions. Industrial & Engineering Chemistry Research. 53:10257-10275. 2014
- Measurement-based optimization of batch and repetitive processes using an integrated two-layer architecture. Journal of Process Control. 23:943-955. 2013
- Nonlinear convex and concave relaxations for the solutions of parametric ODEs. Optimal Control Applications and Methods. 34:145-163. 2013
- Optimization-based Domain Reduction in Guaranteed Parameter Estimation of Nonlinear Dynamic Systems. IFAC-PapersOnLine. 46:564-569. 2013
- Taylor Models in Deterministic Global Optimization for Large-Scale Systems with Few Degrees of Freedom. Computer Aided Chemical Engineering. 32:973-978. 2013
- Exploration of trade-offs between steady-state and dynamic properties in signaling cycles. Physical Biology. 9:045010-045010. 2012
- Three‐reaction model for the anaerobic digestion of microalgae. Biotechnology and Bioengineering. 109:415-425. 2012
- Directional Input Adaptation in Parametric Optimal Control Problems. SIAM Journal of Control and Optimization. 50:1995-2024. 2012
- Robust Real-Time Optimization of a Solid Oxide Fuel Cell Stack. Journal of Fuel Cell Science and Technology. 8. 2011
- An Optimization-Based Framework for Process Planning under Uncertainty with Risk Management. Chemical Product and Process Modeling. 6. 2011
- Discretize-then-relax approach for convex/concave relaxations of the solutions of parametric ODEs. Applied Numerical Mathematics. 61:803-820. 2011
- Convex/concave relaxations of parametric ODEs using Taylor models. Computers and Chemical Engineering. 35:844-857. 2011
- Anaerobic Digestion of Microalgae: Identification for Optimization and Control. IFAC-PapersOnLine. 44:5052-5057. 2011
- Design Methodology of Modifier Adaptation for On-Line Optimization of Uncertain Processes. IFAC-PapersOnLine. 44:4113-4118. 2011
- Integrated Two-Time-Scale Scheme for Real-time Optimisation of Batch Processes. IFAC-PapersOnLine. 44:11405-11410. 2011
- Introduction to the special issue on optimal process control. Optimal Control Applications and Methods. 31:391-392. 2010
- Optimal start‐up of microfabricated power generation processes employing fuel cells. Optimal Control Applications and Methods. 31:471-495. 2010
- Selective Input Adaptation in Parametric Optimal Control Problems with Path Constraints. IFAC-PapersOnLine. 43:1320-1325. 2010
- Modifier-Adaptation Methodology for Real-Time Optimization. Industrial & Engineering Chemistry Research. 48:6022-6033. 2009
- Neighbouring-extremal control for singular dynamic optimisation problems. Part II: multiple-input systems. International Journal of Control. 82:1193-1211. 2009
- Incremental Global Parameter Estimation in Dynamical Systems. Industrial & Engineering Chemistry Research. 48:5489-5497. 2009
- Neighbouring-extremal control for singular dynamic optimisation problems. Part I: single-input systems. International Journal of Control. 82:1099-1112. 2009
- McCormick-Based Relaxations of Algorithms. SIAM Journal on Optimization. 20:573-601. 2009
- Real-time Optimization with Estimation of Experimental Gradients. IFAC-PapersOnLine. 42:524-529. 2009
- Designing man‐portable power generation systems for varying power demand. AIChE Journal. 54:1254-1269. 2008
- Process optimization via constraints adaptation. Journal of Process Control. 18:244-257. 2008
- NCO Tracking for Singular Control Problems using Neighboring Extremals. IFAC-PapersOnLine. 41:1922-1927. 2008
- Methodology for the Design of Man-Portable Power Generation Devices. Industrial & Engineering Chemistry Research. 46:7164-7176. 2007
- What is the design objective for portable power generation: Efficiency or energy density?. Journal of Power Sources. 164:678-687. 2007
- REAL-TIME OPTIMIZATION OF CONTINUOUS PROCESSES VIA CONSTRAINTS ADAPTATION. IFAC-PapersOnLine. 40:45-50. 2007
- Global Methods for Dynamic Optimization and Mixed-Integer Dynamic Optimization. Industrial & Engineering Chemistry Research. 45:8373-8392. 2006
- Probabilistic observers for a class of uncertain biological processes. International Journal of Robust and Nonlinear Control. 16:157-171. 2006
- Can we assess the model complexity for a bioprocess: theory and example of the anaerobic digestion process. Water Science and Technology. 53:85-92. 2006
- SCALE-UP OF BATCH PROCESSES VIA DECENTRALIZED CONTROL. IFAC-PapersOnLine. 39:221-226. 2006
- Global mixed‐integer dynamic optimization. AIChE Journal. 51:2235-2253. 2005
- Optimal design and steady-state operation of micro power generation employing fuel cells. Chemical Engineering Science (CES). 60:4535-4556. 2005
- An integrated system to remote monitor and control anaerobic wastewater treatment plants through the internet. Water Science and Technology. 52:457-464. 2005
- Optimal operation of alternating activated sludge processes. Control Engineering Practice. 13:853-861. 2005
- Long-term optimal aeration strategies for small-size alternating activated sludge treatment plants. Chemical Engineering and Processing - Process Intensification. 44:591-604. 2005
- Optimal aeration control of industrial alternating activated sludge plants. Biochemical Engineering Journal. 23:277-289. 2005
- Design and Practical Use of Probabilistic Observers for Mass-Balance Based Bioprocess Models. IFAC-PapersOnLine. 37:359-364. 2004
- Design of Probabilistic Observers for Mass-Balance Based Bioprocess Models. IFAC-PapersOnLine. 37:37-42. 2004
- Dynamic Optimisation of the Aeration in a Small-Size Alternating Activated Sludge Process. IFAC-PapersOnLine. 37:589-594. 2004
- Minimisation of Nitrogen Discharge for Small Size Wastewater Treatment Plants. Chemie-Ingenieur-Technik. 73:590-590. 2001
- Dynamic optimisation of small size wastewater treatment plants including nitrification and denitrification processes. Computers and Chemical Engineering. 25:585-593. 2001
- A Two-Step Procedure for Estimating the Parameters in Mass-Balance-Based Bioprocess Models
- Adjoint Sensitivity Analysis of Index-One Multistage Differential Equations
- Measurement-based Optimization via NCO Tracking: Challenges and Opportunities
- Methodologie d’Optimisation Dynamique et de Commande Optimale des Petites Stations d’Epuration a Boues Activees
- Modifier Adaptation for RTO: Estimation of Experimental Gradients
- Nonlinear and Dynamic Optimization: From Theory to Practice
- Nouvelle approche pour la gestion optimale de l aération des petites stations d épuration par boues activées
- Reduction of the ASM1 Model for Optimal Control of Small-Size Activated Sludge Treatment Plants. Revue Des Sciences De L'Eau. 16.
- Réduction du modèle ASM 1 pour la commande optimale des petites stations d'épuration à boues activées. Revue Des Sciences De L'Eau. 16:5-26.
- Simulation and Optimization of Partial Differential-Algebraic Equations with a Separation of Time Scales
- Subgradient Propagation for McCormick Relaxations
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preprints
- Machine learning for industrial sensing and control: A survey and practical perspective 2024
- Comparative techno-economic and life-cycle analysis of precious versus non-precious metal electrocatalysts: The case of PEM fuel cell cathodes 2023
- Modern Machine Learning Tools for Monitoring and Control of Industrial Processes: A Survey 2022
- Safe Real-Time Optimization using Multi-Fidelity Gaussian Processes 2021
- Pandemic-response adenoviral vector and RNA vaccine manufacturing 2021
- Real-Time Optimization Meets Bayesian Optimization and Derivative-Free Optimization: A Tale of Modifier Adaptation 2020
- Bayesian Approach to Probabilistic Design Space Characterization: A Nested Sampling Strategy 2020
- Robust MPC via Min-Max Differential Inequalities 2016
- Bayesian Optimization with Dimension Scheduling: Application to Biological Systems 2015