• 342 Citations
1987 …2020

Research output per year

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Research Output

2020

Model based control and open innovation 2.0

Backx, A. C. P. M. T., 10 Jan 2020, Eindhoven: Technische Universiteit Eindhoven. 40 p.

Research output: Book/ReportInaugural speechAcademic

Open Access
File
38 Downloads (Pure)
2016

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

1 Citation (Scopus)
13 Downloads (Pure)
2015

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

17 Citations (Scopus)
9 Downloads (Pure)
2014

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
6 Citations (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

1 Citation (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
11 Citations (Scopus)
344 Downloads (Pure)

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

1 Downloads (Pure)
2013

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
1 Citation (Scopus)
87 Downloads (Pure)

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

5 Citations (Scopus)
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

19 Downloads (Pure)

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

1 Citation (Scopus)

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
53 Downloads (Pure)

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

7 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
3 Citations (Scopus)
78 Downloads (Pure)
2011

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

2010

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

12 Citations (Scopus)
1 Downloads (Pure)

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

1 Downloads (Pure)

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

3 Downloads (Pure)

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

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
58 Downloads (Pure)

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

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

2 Downloads (Pure)

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

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

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

1 Citation (Scopus)

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

1 Downloads (Pure)
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

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
4 Citations (Scopus)
80 Downloads (Pure)

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
185 Citations (Scopus)
192 Downloads (Pure)

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
2 Citations (Scopus)
74 Downloads (Pure)

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

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

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

2 Citations (Scopus)

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

1 Downloads (Pure)

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

1 Downloads (Pure)

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., 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

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

Vehicle application of model-based catalyst control

Balenovic, M., Edwards, J. & Backx, A. C. P. M., 2006, In : Control Engineering Practice. 14, 4, p. 223-233 11 p.

Research output: Contribution to journalArticleAcademicpeer-review

7 Citations (Scopus)
2005

Advanced feeder control using fast simulation models

Verheijen, O. S., Op den Camp, O. M. G. C., Beerkens, R. G. C., Backx, A. C. P. M. & Huisman, L., 2005, A collection of papers presented at the 65th Conference on Glass Problems, The Ohio State University, Columbus, Ohio, October 19 - 20, 2004. Drummond, C. H. (ed.). Westerville, Ohio: American Ceramic Society, p. 1-10 (Ceramic Engineering and Science Proceedings; vol. 26).

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

Control of NOx trap catalyst regeneration

Nauta, K. M. & Backx, A. C. P. M., 2005, Proceedings of the 24th Benelux meeting on Systems and Control, 22-24 March 2005, Houffalize, Belgium. Houffalize, Belgium, p. 109-109

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

The use of glass process simulation for control of glass quality in glass production

Op den Camp, O. M. G. C., Verheijen, O. S., Huisman, L., Deelen, van, S. & Backx, A. C. P. M., 2005, XX International Congress on Glass, proceedings, Kyoto, Japan, September 27th - October 1, 2004. Tokyo: Ceramic Society of Japan, p. O-02-022

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

2004

DyMonT a dynamic monitoring toolkit for the performance analysis and monitoring of multiphase flows

Backx, A. C. P. M., Loossens, P., Ommen, van, R. & Nijenhuis, R., 2004, Technische Universiteit Eindhoven.

Research output: Other contributionOther research output

Early detection of agglomeration in fluidized bed polymerization reactors

Ommen, van, R., Nijenhuis, J., Backx, A. C. P. M., Kapteijn, F. & Moulijn, J., 2004, Proc. AIChe 2004 Spring Meeting.

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

Grade change control using INCA model predictive controller: application on a Dow Polystyrene process model

Van Brempt, W., Overschee, van, P., Backx, A. C. P. M., Ludlage, J. H. A., Hayot, P., Oostvogels, L. & Rahman, S., 2004, Proc. 2003 American Control Conference. Denver, Colorado, USA

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

High performance, hybrid Model Based Predictive Control and dynamic Optimisation of polymer Reactors

Backx, A. C. P. M., 2004, Technische Universiteit Eindhoven.

Research output: Other contributionOther research output