Jan F. M. Van Impe

Publication Activity (10 Years)

Years Active: 1995-2024
Publications (10 Years): 17

Top Topics

Predictive Control

Dynamic Optimization

Fault Identification

Optimal Control

Top Venues

Comput. Chem. Eng.

Publications

Lydia Katsini, Carlos André Muñoz López, Satyajeet S. Bhonsale, Styliani Roufou, Sholeem Griffin, Vasilis Valdramidis, Simen Akkermans, Monika Polanska, Jan F. M. Van Impe
Modeling climatic effects on milk production. Comput. Electron. Agric. 225 (2024)
Wannes Mores, Philippe Nimmegeers, Ihab Hashem, Satyajeet S. Bhonsale, Jan F. M. Van Impe
Multi-objective optimization under parametric uncertainty: A Pareto ellipsoids-based algorithm. Comput. Chem. Eng. 169 (2023)
I. Hashem, V. De Buck, Jan F. M. Van Impe
Dynamics of Positive Frequency Dependent Selection Triggers Selection for Silence. Complex. 2022 (2022)
Satyajeet S. Bhonsale, Bard Stokbroekx, Jan F. M. Van Impe
Assessment of the parameter identifiability of population balance models for air jet mills. Comput. Chem. Eng. 143 (2020)
Alain Vande Wouwer, Philippe Bogaerts, Jan F. M. Van Impe, Alejandro Vargas
Mathematical Modeling and Dynamic Analysis of Complex Biological Systems. Complex. 2019 (2019)
I. Hashem, Dries Telen, Philippe Nimmegeers, Jan F. M. Van Impe
The Silent Cooperator: An Epigenetic Model for Emergence of Altruistic Traits in Biological Systems. Complex. 2018 (2018)
Carlos André Muñoz López, Dries Telen, Philippe Nimmegeers, Lorenzo Cabianca, Filip Logist, Jan F. M. Van Impe
A process simulator interface for multiobjective optimization of chemical processes. Comput. Chem. Eng. 109 (2018)
Jan F. M. Van Impe, Klaas Augustinus, Michiel De Prins, Geert Gins
Advance warning for loss of separation in an industrial distillation column. Qual. Reliab. Eng. Int. 34 (1) (2018)
Stefan Kroll, T. Wambecq, M. Weemaes, Jan F. M. Van Impe, P. Willems
Semi-automated buildup and calibration of conceptual sewer models. Environ. Model. Softw. 93 (2017)
Boris Houska, Dries Telen, Filip Logist, Jan F. M. Van Impe
Self-Reflective Model Predictive Control. SIAM J. Control. Optim. 55 (5) (2017)
I. Hashem, Dries Telen, Philippe Nimmegeers, Filip Logist, Jan F. M. Van Impe
A novel algorithm for fast representation of a Pareto front with adaptive resolution: Application to multi-objective optimization of a chemical reactor. Comput. Chem. Eng. 106 (2017)
Dries Telen, Boris Houska, Filip Logist, Jan F. M. Van Impe
Multi-purpose economic optimal experiment design applied to model based optimal control. Comput. Chem. Eng. 94 (2016)
Ioanna Stamati, Filip Logist, S. Akkermans, E. Noriega Fernández, Jan F. M. Van Impe
On the effect of sampling rate and experimental noise in the discrimination between microbial growth models in the suboptimal temperature range. Comput. Chem. Eng. 85 (2016)
Dries Telen, Mattia Vallerio, Satyajeet S. Bhonsale, Filip Logist, Jan F. M. Van Impe
Towards nonlinear model predictive control with integrated experiment design. ACC (2016)
Philippe Nimmegeers, Dries Telen, Mickey Beetens, Filip Logist, Jan F. M. Van Impe
Parametric uncertainty propagation for robust dynamic optimization of biological networks. ACC (2016)
Philippe Nimmegeers, Dries Telen, Filip Logist, Jan F. M. Van Impe
Dynamic optimization of biological networks under parametric uncertainty. BMC Syst. Biol. 10 (2016)
Geert Gins, Sam Wuyts, Sander Van den Zegel, Jan F. M. Van Impe
Extending Process Monitoring to Simultaneous False Alarm Rejection and Fault Identification (FARFI). ICDM (2016)
Boris Houska, Dries Telen, Filip Logist, Moritz Diehl, Jan F. M. Van Impe
An economic objective for the optimal experiment design of nonlinear dynamic processes. Autom. 51 (2015)
Dries Telen, Mattia Vallerio, Lorenzo Cabianca, Boris Houska, Jan F. M. Van Impe, Filip Logist
Approximate robust optimal control of nonlinear dynamic systems under process noise. ECC (2015)
Micaela Benavides, Johan Mailier, Anne-Lise Hantson, Gerardo Muñoz, Alejandro Vargas, Jan F. M. Van Impe, Alain Vande Wouwer
Design and Test of a Low-Cost RGB Sensor for Online Measurement of Microalgae Concentration within a Photo-Bioreactor. Sensors 15 (3) (2015)
Mattia Vallerio, Dominique Vercammen, Jan F. M. Van Impe, Filip Logist
Interactive NBI and (E)NNC methods for the progressive exploration of the criteria space in multi-objective optimization and optimal control. Comput. Chem. Eng. 82 (2015)
Mattia Vallerio, Jan Hufkens, Jan F. M. Van Impe, Filip Logist
An interactive decision-support system for multi-objective optimization of nonlinear dynamic processes with uncertainty. Expert Syst. Appl. 42 (21) (2015)
Dries Telen, Dominique Vercammen, Filip Logist, Jan F. M. Van Impe
Robust optimal experiment design for nonlinear dynamic systems. MED (2014)
Rien Quirynen, Boris Houska, Mattia Vallerio, Dries Telen, Filip Logist, Jan F. M. Van Impe, Moritz Diehl
Symmetric algorithmic differentiation based exact Hessian SQP method and software for Economic MPC. CDC (2014)
Micaela Benavides, Daniel Ferreira Coutinho, Anne-Lise Hantson, Jan F. M. Van Impe, Alain Vande Wouwer
Gain scheduled luenberger observers for microalgal cultures. ECC (2014)
Dominique Vercammen, Filip Logist, Jan F. M. Van Impe
Dynamic estimation of specific fluxes in metabolic networks using non-linear dynamic optimization. BMC Syst. Biol. 8 (2014)
Geert Gins, Jef Vanlaer, Pieter Van den Kerkhof, Jan F. M. Van Impe
The RAYMOND simulation package - Generating RAYpresentative MONitoring Data to design advanced process monitoring and control algorithms. Comput. Chem. Eng. 69 (2014)
Mattia Vallerio, Dominique Vercammen, Jan F. M. Van Impe, Filip Logist
Expanding the exploration of the criterion space for multi-objective optimal control problems. ECC (2014)
Mattia Vallerio, Jan F. M. Van Impe, Filip Logist
Tuning of NMPC controllers via multi-objective optimisation. Comput. Chem. Eng. 61 (2014)
Dries Telen, Dominique Vercammen, Filip Logist, Jan F. M. Van Impe
Robustifying optimal experiment design for nonlinear, dynamic (bio)chemical systems. Comput. Chem. Eng. 71 (2014)
Geert Gins, Jef Vanlaer, Pieter Van den Kerkhof, Jan F. M. Van Impe
Extending Statistical Models for Batch-End Quality Prediction to Batch Control. ICDM (2013)
Diana Ugryumova, Gerd Vandersteen, Bart Huyck, Filip Logist, Jan F. M. Van Impe, Bart De Moor
Identification of a Noninsulated Distillation Column From Transient Response Data. IEEE Trans. Instrum. Meas. 62 (5) (2013)
Jef Vanlaer, Geert Gins, Jan F. M. Van Impe
Quality assessment of a variance estimator for Partial Least Squares prediction of batch-end quality. Comput. Chem. Eng. 52 (2013)
Bart Huyck, Jos De Brabanter, Bart De Moor, Jan F. M. Van Impe, Filip Logist
Model predictive control of a pilot-scale distillation column using a programmable automation controller. ECC (2013)
Pieter Van den Kerkhof, Jef Vanlaer, Geert Gins, Jan F. M. Van Impe
Contribution plots for Statistical Process Control: Analysis of the smearing-out effect. ECC (2013)
Dries Telen, Boris Houska, Filip Logist, Moritz Diehl, Jan F. M. Van Impe
Guaranteed robust optimal experiment design for nonlinear dynamic systems. ECC (2013)
Nabeel S. Abo-Ghander, Filip Logist, John R. Grace, Jan F. M. Van Impe, Said S. E. H. Elnashaie, C. Jim Lim
Comparison of diffusion models in the modeling of a catalytic membrane fixed bed reactor coupling dehydrogenation of ethylbenzene with hydrogenation of nitrobenzene. Comput. Chem. Eng. 38 (2012)
Pieter Van den Kerkhof, Geert Gins, Jef Vanlaer, Jan F. M. Van Impe
Dynamic model-based fault diagnosis for (bio)chemical batch processes. Comput. Chem. Eng. 40 (2012)
Julia Sternberg, Boris Houska, Filip Logist, Dries Telen, Jan F. M. Van Impe, Moritz Diehl
A Toolkit for Efficient Computation of Sensitivities in Approximate Robust Optimal Control Problems. ROCOND (2012)
Ioanna Stamati, Dries Telen, Filip Logist, Eva Van Derlinden, Markus Hirsch, Thomas E. Passenbrunner, Jan F. M. Van Impe
Optimal experimental design for mechanistic nonlinear dynamic models using multisine inputs: Application to a Diesel engine. ACC (2012)
Jef Vanlaer, Pieter Van den Kerkhof, Geert Gins, Jan F. M. Van Impe
The Influence of Input and Output Measurement Noise on Batch-End Quality Prediction with Partial Least Squares. ICDM (2012)
Filip Logist, Mattia Vallerio, Boris Houska, Moritz Diehl, Jan F. M. Van Impe
Multi-objective optimal control of chemical processes using ACADO toolkit. Comput. Chem. Eng. 37 (2012)
Peter M. M. Van Erdeghem, Filip Logist, Christoph Dittrich, Jan F. M. Van Impe
Detailed steady-state simulation of tubular reactors for LDPE production: Influence of numerical integration accuracy. Comput. Chem. Eng. 37 (2012)
Ioanna Stamati, Ioanna Telen, Filip Logist, Eva Van Derlinden, Markus Hirsch, Thomas E. Passenbrunner, Jan F. M. Van Impe
Optimal Experiment Design for Calibrating an Airpath Model of a Diesel Engine. Simul. Notes Eur. 22 (3-4) (2012)
Geert Gins, Bert Pluymers, Ilse Y. Smets, Jairo Jose Espinosa, Jan F. M. Van Impe
Prediction of Batch-End Quality for an Industrial Polymerization Process. ICDM (2011)
Andreas Potschka, Filip Logist, Jan F. M. Van Impe, Hans Georg Bock
Tracing the Pareto frontier in bi-objective optimization problems by ODE techniques. Numer. Algorithms 57 (2) (2011)
Julian Bonilla Alarcon, Moritz Diehl, Filip Logist, Bart De Moor, Jan F. M. Van Impe
An automatic initialization procedure in parameter estimation problems with parameter-affine dynamic models. Comput. Chem. Eng. 34 (6) (2010)
Boris Houska, Filip Logist, Jan F. M. Van Impe, Moritz Diehl
Approximate robust optimization of time-periodic stationary states with application to biochemical processes. CDC (2009)
Julian Bonilla Alarcon, Moritz Diehl, Filip Logist, Bart De Moor, Jan F. M. Van Impe
A convex approximation for parameter estimation involving parameter-affine dynamic models. CDC (2009)
Filip Logist, Bart Huyck, Maarten Fabré, Maarten Verwerft, Bert Pluymers, Jos De Brabanter, Bart De Moor, Jan F. M. Van Impe
Identification and control of a pilot scale binary distillation column. ECC (2009)
Julian Bonilla Alarcon, Moritz Diehl, Bart De Moor, Jan F. M. Van Impe
A nonlinear least squares estimation procedure without initial parameter guesses. CDC (2008)
Geert Gins, Ilse Y. Smets, Jan F. M. Van Impe
Efficient Tracking of the Dominant Eigenspace of a Normalized Kernel Matrix. Neural Comput. 20 (2) (2008)
Geert Gins, Jairo Jose Espinosa, Ilse Y. Smets, Wim Van Brempt, Jan F. M. Van Impe
Data Alignment Via Dynamic Time Warping as a Prerequisite for Batch-End Quality Prediction. ICDM (2006)
Jan F. M. Van Impe
The Reference Collection: From the Shelf to the Web. Program 40 (4) (2006)
Kristel Bernaerts, Jan F. M. Van Impe
Optimal dynamic experiment design for estimation of microbial growth kinetics at sub-optimal temperatures: Modes of implementation. Simul. Model. Pract. Theory 13 (2) (2005)
F. Poschet, Kristel Bernaerts, A. H. Geeraerd, Nico Scheerlinck, Bart M. Nicolaï, Jan F. M. Van Impe
Sensitivity analysis of microbial growth parameter distributions with respect to data quality and quantity by using Monte Carlo analysis. Math. Comput. Simul. 65 (3) (2004)
E. N. Banadda, R. Jenné, Ilse Y. Smets, Jan F. M. Van Impe
Predicting the onset of filamentous bulking in biological wastewater treatment systems by exploiting image analysis information. ECC (2003)
Ilse Y. Smets, Jan F. M. Van Impe
Optimal control of (bio-)chemical reactors: generic properties of time and space dependent optimization. Math. Comput. Simul. 60 (6) (2002)
Ilse Y. Smets, Karina J. E. Versyck, Jan F. M. Van Impe
Optimal control theory: A generic tool for identification and control of (bio-)chemical reactors. Annu. Rev. Control. 26 (1) (2002)
Georges Bastin, Jan F. M. Van Impe
Nonlinear and Adaptive Control in Biotechnology: A Tutorial. Eur. J. Control 1 (1) (1995)