• 329 Citations
1987 …2017
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Research Output 1987 2017

2017

In situ UV-vis and mass spectrometry in the study of Cu model catalyst in CO-related heterogeneous catalysis

Bu, Y., 6 Jun 2017, Eindhoven: Technische Universiteit Eindhoven. 171 p.

Research output: ThesisPhd Thesis 1 (Research TU/e / Graduation TU/e)Academic

Open Access
File
2016
1 Citation (Scopus)

Advanced autonomous model-based operation of industrial process systems (Autoprofit): technological developments and future perspectives

Ozkan, L., Bombois, X. J. A., Ludlage, J. H. A., Rojas, C. R., Hjalmarsson, H., Moden, P. E., Lundh, M., Backx, A. C. P. M. & Van den Hof, P. M. J., 2016, In : Annual Reviews in Control. 42, p. 126-142

Research output: Contribution to journalArticleAcademicpeer-review

Model predictive control
Tuning
Controllers
Online systems
Monitoring
2015
14 Citations (Scopus)

Generalized predictive control tuning by controller matching

Tran, N., Ozkan, L. & Backx, A. C. P. M., Jan 2015, In : Journal of Process Control. 25, p. 1-18

Research output: Contribution to journalArticleAcademicpeer-review

Tuning model-based controllers for autonomous maintenance

Tran, N. Q., 2015, Eindhoven: Technische Universiteit Eindhoven. 248 p.

Research output: ThesisPhd Thesis 1 (Research TU/e / Graduation TU/e)Academic

Open Access
File
2014
3 Citations (Scopus)

A model-free approach for auto-tuning of model predictive control

Tran, N., Scholten, J., Ozkan, L. & Backx, A. C. P. M., 2014, In : IFAC-PapersOnLine. 47, 3, p. 2189-2194 6 p.

Research output: Contribution to journalConference articleAcademicpeer-review

Open Access
Model predictive control
Tuning
Bandwidth
Predictive control systems
Distillation columns
1 Citation (Scopus)

Autonomous maintenance of advanced process control: application to an industrial depropanizer

Guidi, H., Larsson, C. A., Tran, Q. N., Ozkan, L. & Backx, A. C. P. M., 1 Jan 2014, Fuels and Petrochemicals Division 2014 - Core Programming Area at the 2014 AIChE Spring Meeting and 10th Global Congress on Process Safety. American Institute of Chemical Engineers (AIChE), Vol. 2, p. 923-932 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Model predictive control
Process control
Predictive control systems
Tuning
Degradation
11 Citations (Scopus)

Generalized predictive control tuning by controller matching

Tran, N., Ryvo Octaviano, R., Ozkan, L. & Backx, T., Jun 2014, Proceedings of the 2014 American Control Conference. Institute of Electrical and Electronics Engineers, p. 4889-4894

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access
File
Tuning
Model predictive control
Controllers
Reverse engineering
Distillation columns

Pulsed activation in heterogeneous catalysis

Stolte, J., 2014, Eindhoven: Technische Universiteit Eindhoven. 167 p.

Research output: ThesisPhd Thesis 1 (Research TU/e / Graduation TU/e)Academic

Open Access
File

Towards a more rigorous control of seeded batch crystallization

Backx, A. C. P. M., Bombois, X., Daudey, P. J., Forgione, M., Geertman, R. M., Hof, Van den, P. M. J., Kadam, S. S., Kramer, H. J. A., Vissers, J. A. W., Vonk, P. & Westhoff, G., 2014, Abstract presented at the 19th International Symposium on Industrial Crystallization (ISIC19), 16-19 September 2014, Toulouse, France.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademic

2013
1 Citation (Scopus)

Asymptotic behaviour of Toeplitz matrix in multi-input multi-output model predictive control

Tran, N. Q., Ozkan, L., Ludlage, J. H. A. & Backx, A. C. P. M., 17 Jul 2013, 2013 European Control Conference (ECC), July 17-19, 2013, Zürich, Switzerland. . Piscataway: Institute of Electrical and Electronics Engineers, p. 3784-3789

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

File
Model predictive control
Singular value decomposition
MIMO systems
Closed loop systems
Dynamic models
5 Citations (Scopus)

Pulsed activation in heterogeneous catalysis

Stolte, J., Özkan, L., Thüne, P. C., Niemantsverdriet, J. W. & Backx, A. C. P. M., 2013, In : Applied Thermal Engineering. 57, 1-2, p. 180-187

Research output: Contribution to journalArticleAcademicpeer-review

Catalysis
Chemical activation
Chemical reactions
Oxidation
Temperature
2012

A frequency domain approach for MPC tuning

Özkan, L., Meijs, J. B. & Backx, A. C. P. M., 2012, Proceedings of the 11th International Symposium on Process Systems Engineering (PSE 2012) 15-19 July 2012, Singapore. Karimi, I. A. & Srinivasan, R. (eds.). Amsterdam: Elsevier, p. 1632-1636 (Computer-Aided Chemical Engineering; vol. 31)

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Model predictive control
Tuning
Controllers
1 Citation (Scopus)

Asymptotic characteristics of Toeplitz matrix in SISO model predictive control

Tran, N. Q., Ozkan, L., Ludlage, J. H. A. & Backx, A. C. P. M., 10 Jul 2012, Proceedings of the International Symposium on Advanced Control of Chemical processes (ADCHEM 2012), 10-13 July 2012, Singapore. p. 210-215

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Model predictive control
Singular value decomposition

Control relevant model reduction and controller synthesis for complex dynamical systems

Mutsaers, M. E. C., 2012, Eindhoven: Technische Universiteit Eindhoven. 195 p.

Research output: ThesisPhd Thesis 1 (Research TU/e / Graduation TU/e)Academic

Open Access
File
Dynamical systems
Controllers
Mathematical models
Closed loop systems
Kinematics

Energy flow scheduling for parallel running batch processes

Mutsaers, M. E. C., Ozkan, L. & Backx, A. C. P. M., 2012, Proceedings of the 31th Benelux Meeting on Systems and Control, 27-29 March 2012, Heijen/Nijmegen, The Netherlands. p. 32-32

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademic

Open Access
File
Scheduling

Model-based estimation and control methods for batch cooling crystallizers

Vissers, J. A. W., 2012, Eindhoven: Technische Universiteit Eindhoven. 235 p.

Research output: ThesisPhd Thesis 1 (Research TU/e / Graduation TU/e)Academic

Open Access
File
Crystallizers
Scheduling
Cooling
Servers
Visualization
7 Citations (Scopus)

MPC tuning based on impact of modeling uncertainty on closed-loop performance

Tran, Q. N., Özkan, L. & Backx, A. C. P. M., 1 Dec 2012, AIChE 2012 - 2012 AIChE Annual Meeting, Conference Proceedings. American Institute of Chemical Engineers (AIChE)

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

3 Citations (Scopus)

Scheduling of energy flows for parallel batch processes using max-plus systems

Mutsaers, M. E. C., Ozkan, L. & Backx, A. C. P. M., 2012, Proceedings of the International Symposium on Advanced Control of Chemical Processes, (ADCHEM 2012), 10-13 July 2012, Singapore. p. 614-619

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access
File
Scheduling
Calcium silicate
2011

Approximation of multi-variable signals and systems : a tensor decomposition approach

Belzen, van, F., 2011, Eindhoven: Technische Universiteit Eindhoven. 155 p.

Research output: ThesisPhd Thesis 1 (Research TU/e / Graduation TU/e)Academic

Open Access
File
Tensors
Singular value decomposition
Multivariable systems
Partial differential equations
Signal reconstruction

Matching Electric Power to Processing

Heesch, van, E. J. M., Pemen, A. J. M., Beckers, F. J. C. M., Hoeben, W. F. L. M., Winands, G. J. J. & Backx, A. C. P. M., 2011, Proceedings of the 7th International Workshop on Plasma Assisted Combustion (IWEPAC), 13-15 September 2011, Las Vegas, Nevada. p. 93-95

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Pulsed activation in heterogeneous catalysis

Stolte, J., Özkan, L. & Backx, A. C. P. M., 1 Jan 2011, 3rd European Process Intensification Conference (EPIC 2011: Proceedings of a meeting held 20-23 June 2011, Manchester, United Kingdom. Institution of Chemical Engineers, p. 143-148 6 p. (Institution of Chemical Engineers Symposium Series; vol. 157)

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Catalysis
Chemical activation
Oxidation
Carbon Monoxide
Carbon monoxide
2010

Identification of low order models for large scale processes

Wattamwar, S. K., 2010, Eindhoven: Technische Universiteit Eindhoven. 219 p.

Research output: ThesisPhd Thesis 1 (Research TU/e / Graduation TU/e)Academic

Open Access
File
Identification (control systems)
Decomposition
Glass
Furnaces
11 Citations (Scopus)

Identification of low-order parameter-varying models for large-scale systems

Wattamwar, S. K., Weiland, S. & Backx, A. C. P. M., 2010, In : Journal of Process Control. 20, 2, p. 158-172 14 p.

Research output: Contribution to journalArticleAcademicpeer-review

Large-scale Systems
Order Parameter
Large scale systems
Identification (control systems)
Black Box

Identification of low order tensorial models for tubular reactor

Wattamwar, S. K., Weiland, S. & Backx, A. C. P. M., 2010, Proc. IFAC-DYCOPS 9th Int. Symposium on Dynamics and Control of Process Systems, Leuven, Belgium, 05-07-07-2010. Leuven, Belgium: IFAC

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Identification (control systems)
Decomposition
Positive ions
Model structures
Petrochemicals

Model reduction as an identification problem

Wattamwar, S. K., Weiland, S. & Backx, A. C. P. M., 2010, Proceedings 29th Benelux Meeting on Systems and Control, March 30 - April 1, 2010, Heeze, The Netherlands. Stigter, H. & Meinsma, G. (eds.). Wageningen: Wageningen University, p. 165-165

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademic

Identification (control systems)

Pulsed temperature activation in heterogeneous catalysis

Stolte, J. & Backx, A. C. P. M., 2010, Proceedings of the AIChE Annual Meeting 2010, 7-12 December 2010, Salk Lake City, California. New York: American Institute of Chemical Engineers (AIChE)

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Catalysis
Chemical activation
Temperature

State information based identification methods towards low order modeling

Wattamwar, S. K., Weiland, S. & Backx, A. C. P. M., 2010, Proceedings of the 2010 IEEE International Conference on Control Applications (CCA), 8-10 September 2010, Yokohama, Japan. Piscataway: Institute of Electrical and Electronics Engineers, p. 665-670

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access
File
Model structures
Decomposition
Flow of fluids
Identification (control systems)
Polynomials

Very fast temperature pulsing : first results

Stolte, J. & Backx, A. C. P. M., 2010, Proceedings of the 29th Benelux Meeting on Systems and Control, March 30 - April 1, 2010, Heeze, The Netherlands. Stigter, H. & Meinsma, G. (eds.). Wageningen: Wageningen University, p. 170-

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

temperature
2009

Extremely fast catalyst temperature pulsing : design of a prototype reactor

Stolte, J., Backx, A. C. P. M. & Bosgra, O. H., 2009, Proceedings International Symposium on Advanced Control of Chemical Processes 2009, ADCHEM 2009, 12-15 July 2009, Istanbul, Turkey. Engell, S. & Arkun, Y. (eds.). Oxford: Pergamon, p. 219-1/6

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Catalysts
Chemical elements
Process control
Temperature
Hot Temperature

Identification of low order model for large scale systems

Wattamwar, S. K., Weiland, S. & Backx, A. C. P. M., 2009, Proceedings of the 28th Benelux Meeting on Systems and Control, March 16-18, 2009, Spa, Belgium. Spa: Solcress Seminar Center, p. 157-157

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademic

Large scale systems
Identification (control systems)

Identification of low order models for large scale systems

Wattamwar, S. K., Weiland, S. & Backx, A. C. P. M., 2009, Proceedings International Symposium on Advanced Control of Chemical Processes 2009, ADCHEM 2009, 12-15 July 2009, Istanbul, Turkey. Engell, S. & Arkun, Y. (eds.). Oxford: Pergamon, p. 214-1/6

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Large scale systems
Identification (control systems)
1 Citation (Scopus)

Identification of low order parameter varying models for large scale systems

Wattamwar, S. K., Weiland, S. & Backx, A. C. P. M., 2009, Proceedings of the 15th IFAC Symposium on System Identification, SYSID 2009, July 6-8, 2009, Saint Malo, France. Oxford: Pergamon, p. 1-6

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Large scale systems
Identification (control systems)
Corrosion
Splines
Refractory materials

Reduced order modeling for glass manufacturing process

Wattamwar, S. K., Weiland, S. & Backx, A. C. P. M., 2009, Proceedings Glass Performance Days (GPD) 2009, June 12-15, 2009, Tampere, Finland. p. 1-7

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Very fast temperature pulsing : catalytic reactor design

Stolte, J., Backx, A. C. P. M. & Bosgra, O. H., 2009, Proceedings of the 28th Benelux Meeting on Systems and Control, March 16-18, 2009, Spa, Belgium. Spa: Solcress Seminar Center, p. 161-161

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademic

Temperature
2008

Bifurcation of flow patterns in a glass manufacturing process

Wattamwar, S. K., Weiland, S. & Backx, A. C. P. M., 2008, Bifurcation and Model Reduction Techniques for Large Multi-disciplinary Systems, workshop, proceedings, 26-27-06-2008. Liverpool, UK: University of Liverpool

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

3 Citations (Scopus)

Identification of Low Dimensional Models for slow Geometric Parameter Variation in an Industrial Glass Manufacturing Process

Wattamwar, S. K., Weiland, S. & Backx, A. C. P. M., 2008, Control Applications, 2008. CCA 2008. 17th IEEE International Conference on applications, 3-5-09-2008, San Antonio, Texas USA. Piscataway: Institute of Electrical and Electronics Engineers

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access
File
161 Citations (Scopus)

Missing point estimation in models described by proper orthogonal decompositions

Astrid, P., Weiland, S., Wilcox, K. & Backx, A. C. P. M., 2008, In : IEEE Transactions on Automatic Control. 53, 10, p. 2237-2251 15 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
Decomposition
Industrial furnaces
Glass furnaces
Heuristic methods
Set theory
2 Citations (Scopus)

Modeling local/periodic temperature variation in catalytic reactions

Stolte, J., Vissers, J. A. W., Backx, A. C. P. M. & Bosgra, O. H., 2008, 17th IEEE International Conference on Control Applications, CCA 2008, 3-5 September 2008, San Antonio, Texas. Piscataway: Institute of Electrical and Electronics Engineers, p. 73-78

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access
File
Thermal energy
Temperature
Catalysts
Computer simulation

Model reduction of a lean NOx trap catalyst model

Nauta, K. M., 2008, Eindhoven: Technische Universiteit Eindhoven. 256 p.

Research output: ThesisPhd Thesis 1 (Research TU/e / Graduation TU/e)Academic

Open Access
File
catalyst
engine
nitrogen oxides
kinetics
method

Model reduction of systems with traveling waves using projection methods

Nauta, K. M., Weiland, S. & Backx, A. C. P. M., 2008, Proceedings of the 17th IFAC World Congress, July 6 -11 2008, Seoul, South Korea. Chung, P. M. M. J. & Shim, H. (eds.). Oxford: Pergamon, p. 3274-3279

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Decomposition
2007

A ggraph-based method to introduce approximations in kinetic networks

Nauta, K. M., Weiland, S. & Backx, A. C. P. M., 2007, 2007 46th IEEE Conference on Decision and Control. Piscataway: Institute of Electrical and Electronics Engineers, p. 3345-3350 6 p. ThB03.1

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Kinetics
Approximation
Objective function
Trade-offs
Interdependencies
2 Citations (Scopus)

Approximation of fast dynamics in kinetic networks using non-negative polynomials

Nauta, K. M., Weiland, S., Backx, A. C. P. M. & Jokic, A., 2007, Proc. IEEE Int. Conference on Control Applications, CCA 2007. Piscataway: Institute of Electrical and Electronics Engineers, p. 1144-1149 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Polynomials
Kinetics

Approximation of fast species in kinetic networks using non-negative polynomials

Nauta, K. M., Weiland, S., Backx, A. C. P. M. & Ozkan, L., 2007, Proceedings of the 7th IFAC Symposium on Nonlinear Control Systems (NOLCOS 2007), Pretoria, South Africa. Xia, X. & Camisani-Calzolari, F. (eds.). Oxford: Pergamon, p. 724-729

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

polynomials
kinetics
lumping
approximation
manipulators

NOx storage and reduction over a lean-burn automotive catalyst

Scholz, C. M. L., 2007, Eindhoven: Technische Universiteit Eindhoven. 133 p.

Research output: ThesisPhd Thesis 1 (Research TU/e / Graduation TU/e)Academic

Open Access
File
barium
catalyst
oxygen
regeneration
oxidation

Reduction of kinetic mechanisms in reactive flow models for dynamic optimization

Nauta, K. M., Weiland, S. & Backx, A. C. P. M., 2007, Proc. American Control Conference 2007 ACC 2007. New York, USA: ACC, p. 960-965

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

2006

Application of Proper Orthogonal Decomposition to reduce detailed CFD models of glass furnaces and forehearths

Op den Camp, O. M. G. C. & Backx, A. C. P. M., 2006, Proc. 8th ESG Conf. of Glass Science and Technology. Sunderland, UK

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Data-based reduction of kinetic mechanisms in automotive catalysis

Nauta, K. M. & Backx, A. C. P. M., 2006, Proceedings of the 25th Benelux meeting on Systems and Control, 13-15 March 2006, Heeze, The Netherlands. Heeze, Netherlands, p. 86-86

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Industrial challenges in modeling of processes and model reduction

Backx, A. C. P. M., Bosgra, O. H. & Marquardt, W., 2006, Proc. ADCHEM 2006.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Rigorous Model based Model Predictive Control of a Glass Melter and Feeder

Backx, A. C. P. M., Huisman, L., Op den Camp, O. M. G. C. & Verheijen, O. S., 2006, Proc. DGG Glastechnische Tagung 2006. Dresden, Germany

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Rigorous Model based Model Predictive Control of a Glass Melter and Feeder

Backx, A. C. P. M., Huisman, L., Weiland, S. & Op den Camp, O. M. G. C., 2006, Proc. ECCOMAS 2006. Egmond aan Zee, Netherlands: ECCOMAS

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review