Publications

Journal Papers

Marquez Ruiz, A.; Mendez Blanco C.S.; Özkan, L. Modeling of Reactive Batch Distillation Processes for Control , Computers and Chemical Engineering, under review

Saltik, M.B.; Özkan, L. ; Ludlage, J.H.A.; Weiland, S. ; Van den Hof, P.M.J. An outlook on robust model predictive control algorithms : Reflections on performance and computational aspects. In: Journal of Process Control. 2018 ; Vol. 61. pp. 77-102

Saltik, M.B.; Özkan, L. ; Jacobs, M.; van der Padt, A.; Dynamic modeling of ultrafiltration membranes for whey separation processes. In: Computers and Chemical Engineering. 2017; Vol. 99. pp. 280-295

Porru, M.; Özkan, L.; Monitoring of batch industrial crystallization with growth, nucleation, and agglomeration, part 2 : Structure design for state estimation with secondary measurements. In: Industrial and Engineering Chemistry Research. 2017 ; Vol. 56. pp. 9578-9592

Porru, M.; Özkan, L.; Monitoring of batch industrial crystallization with growth, nucleation, and agglomeration, part 1: Modeling with method of characteristics. In: Industrial and Engineering Chemistry Research. 2017 ; Vol. 56, No. 20. pp. 5980–5992

Özkan, 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.; Advanced autonomous model-based operation of industrial process systems (Autoprofit) : technological developments and future perspectives. In: Annual Reviews in Control. 2016 ; Vol. 42. pp. 126-142

Tran, N.Q. ; Özkan, L. ; Backx, A.C.P.M.; Generalized predictive control tuning by controller matching. In: Journal of Process Control. 2015 ; Vol. 25. pp. 1-18

Stolte, J.; Özkan, L.; Thüne, P.C.; Niemantsverdriet, J.W.; Backx, A.C.P.M.; Pulsed activation in heterogeneous catalysis. In: Applied Thermal Engineering. 2013 ; Vol. 57, No. 1-2. pp. 180-187

Bezergianni, S.; Özkan, L.; On the assessment of multivariable controllers using closed loop data. Part I: Identification of system models. In: Journal of Process Control. 2012 ; Vol. 22, No. 1. pp. 125-131

Özkan, L. ; Backx, T. ; Gerven, Van, T. ; Stankiewicz, A.I.; Towards perfect reactors: gaining full control of chemical transformations at molecular level. In: Chemical Engineering and Processing : Process Intensification. 2012 ; Vol. 51. pp. 109-116

Romijn, R.; Özkan, L.; Weiland, S.; Ludlage, J.H.A. ; Marquardt, W.; A grey-box modeling approach for the reduction of nonlinear systems. In: Journal of Process Control. 2008 ; Vol. 18, No. 9. pp. 906-914

Conference Proceedings

Marquez Ruiz, A.; Ludlage, J.H.A.; Özkan, L. Optimization and low-level control design for reactive batch distillation columns including the start-up. 13th International Symposium on Process Systems Engineering (PSE 2018). editor / Mario R. Eden ; Marianthi G. Ierapetritou ; Gavin P. Towler. Amsterdam : Elsevier, 2018. pp. 577-582 (Computer Aided Chemical Engineering).

Porru, M.; Özkan, L.; Control of a two-stage mixed suspension mixed product removal crystallizer. Proceedings of the 10th IFAC International Symposium on Advanced Control of Chemical Processes. 2018. pp. 898-903

Marquez Ruiz, A.; Mendez Blanco, C.S.; Özkan, L.; Control of homogeneous reaction systems using extent-based LPV models. Proceedings of the 10th IFAC International Symposium on Advanced Control of Chemical Processes. 2018. pp. 542-547

Marquez Ruiz, A.; Mendez Blanco, C.S.; Porru, M.; Özkan, L.; State and parameter estimation based on extent transformations. Proceedings of the 13th International Symposium on Process System Engineering. editor / Mario R. Eden ; Marianthi G. Ierapetritou ; Gavin P. Towler. Elsevier, 2018. pp. 583-588 (Computer Aided Chemical Engineering).

van den Boom, T.J.J. ; De Bruijn, H.; de Schutter, B.; Özkan, L. The interaction between scheduling and control of semi-cyclic hybrid systems. In: IFAC-PapersOnLine. 2018 ; Vol. 51, No. 7. pp. 212-217

Loonen, M.A.C. ; Saltik, M.B. ; Marquez-Ruiz, Alejandro; Özkan, L./ Model learning predictive control with applications to batch processes. Abstract from 37th Benelux Meeting on Systems and Control, Soesterberg, Netherlands.

Marquez-Ruiz, Alejandro ; Mendez Blanco, C.S ; Özkan, L.; Model-based control of reactive systems using extent-based LPV models. Abstract from 37th Benelux Meeting on Systems and Control, Soesterberg, Netherlands.

Porru, M. ; Ozkan, L./ Prediction-based delay compensation for staged crystallization. Abstract from 37th Benelux Meeting on Systems and Control, Soesterberg, Netherlands.

Saltik, M.B. ; van Gameren, S.; Özkan, L. ; Weiland, S./ Recovery scheduling for industrial processes using graph constraints. In: Computer Aided Chemical Engineering. 2017 ; Vol. 40. pp. 1417-1422

Saltik, M.B.; Özkan, L. ; Weiland, S. ; Ludlage, J.H.A.; Moment based model predictive control for systems with additive uncertainty. 2017 American Control Conference, ACC 2017, 24-26 May 2017, Seattle, Washington. Piscataway : Institute of Electrical and Electronics Engineers (IEEE), 2017. pp. 3072-3077

Saltik, M.B.; Özkan, L. ; Weiland, S.; Van den Hof, P.M.J.; Sensor configuration problem : application to a membrane separation unit. In: IFAC-PapersOnLine. 2016 ; Vol. 49, No. 7. pp. 189-194

Porru, M.; Özkan, L.; Systematic observability and detectability analysis of industrial batch crystallizers. In: IFAC-PapersOnLine. 2016 ; Vol. 49, No. 7. pp. 496-501

Saltik, M.B.; Özkan, L.; Jacobs, M. ; van der Padt, A.; Optimal start-up and operation policy for an ultrafiltration membrane unit in whey separation. ESCAPE 26 : the 26th European Symposium on Computer-Aided Process Engineering, 12-15 June 2016, Portorož, Slovenia. editor / K. Kravanja. Amsterdam : Elsevier, 2016. pp. 1599–1604 (Computer Aided Chemical Engineering).

Saltik, M.B. ; Athanasopoulos, Nikos; Özkan, L.; Weiland, S.; Safety analysis for a class of graph constrained scheduling problems. 54th IEEE Conference on Decision and Control (CDC 2015), December 15-18, 2015, Osaka, Japan. Piscataway : Institute of Electrical Engineers, 2015. pp. 1687-1692

Tran, N. ; Ryvo Octaviano, R.; Özkan, L.; Backx, T.; Generalized predictive control tuning by controller matching. Proceedings of the 2014 American Control Conference. Institute of Electrical and Electronics Engineers (IEEE), 2014. pp. 4889-4894

Tran, N.Q. ; Scholten, J.; Özkan, Leyla ; Backx, A.C.P.M.; A model-free approach for auto-tuning of model predictive control. In: IFAC-PapersOnLine. 2014 ; Vol. 47, No. 3. pp. 2189-2194

Tran, N.Q.; Özkan, L. ; Ludlage, J.H.A.; Backx, A.C.P.M.; Asymptotic behaviour of Toeplitz matrix in multi-input multi-output model predictive control. 2013 European Control Conference (ECC), July 17-19, 2013, Zürich, Switzerland. . Piscataway : Institute of Electrical and Electronics Engineers (IEEE), 2013. pp. 3784-3789

Annergren, M. (Mariette) ; Kauven, D. ; Larsson, C. A. ; Potters, M. G. ; Tran, Q.N. ; Özkan, L.; On the way to autonomous model predictive control : a distillation column simulation study. 10th IFAC International Symposium on Dynamics and Control of Process Systems (2013). IFAC, 2013. pp. 713-720 (IFAC Proceedings Volumes (IFAC-PapersOnline)). (Dynamics and Control of Process Systems; 1).

Tran, N.Q.; Özkan, L. ; Ludlage, J.H.A.; Backx, A.C.P.M. Asymptotic characteristics of Toeplitz matrix in SISO model predictive control. Proceedings of the International Symposium on Advanced Control of Chemical processes (ADCHEM 2012), 10-13 July 2012, Singapore. 2012. pp. 210-215

Özkan, L. ; Meijs, J.B. ; Backx, A.C.P.M.; A frequency domain approach for MPC tuning. Proceedings of the 11th International Symposium on Process Systems Engineering (PSE 2012) 15-19 July 2012, Singapore. editor / I.A. Karimi ; R. Srinivasan. Amsterdam : Elsevier, 2012. pp. 1632-1636

Mutsaers, M.E.C.; Özkan, L. ; Backx, A.C.P.M.; Scheduling of energy flows for parallel batch processes using max-plus systems. Proceedings of the International Symposium on Advanced Control of Chemical Processes, (ADCHEM 2012), 10-13 July 2012, Singapore. 2012. pp. 614-619

Belzen, van, F.; Weiland, S.; Özkan, L.; Model reduction of multi-variable distributed systems through empirical projection spaces. Proceedings Joint 48th IEEE Conference on Decision and Control and 28th Chinese Control Conference, 16-18 December 2009, Shanghai, China. Piscataway : Institute of Electrical and Electronics Engineers (IEEE), 2009. pp. 5351-5356

Weiland, S.; Wildenberg, J.S.; Özkan, L.; Ludlage, J.H.A.; A Lagrangian method for model reduction of controlled systems. Proc. 17th IFAC World Congress. editor / P.M.M.J. Chung ; H. Shim. Seoul, Korea : IFAC, 2008. pp. 13402-13407

Romijn, R.; Özkan, L.; Weiland, S. ; Ludlage, J.H.A. ; Marquardt, W.; A grey-box modeling approach for the reduction of nonlinear systems. In: IFAC Proceedings Volumes. 2007; Vol. 40, No. 5. pp. 239-244

Nauta, K.M.; Weiland, S.; Backx, A.C.P.M.; Özkan, L.; Approximation of fast species in kinetic networks using non-negative polynomials. Proceedings of the 7th IFAC Symposium on Nonlinear Control Systems (NOLCOS 2007), Pretoria, South Africa. editor / X. Xia ; F. Camisani-Calzolari. Oxford : Pergamon, 2007. pp. 724-729

Özkan, L. ; Romijn, R.; Weiland, S. ; Marquardt, W.; Ludlage, J.H.A.; Model reduction of nonlinear systems : a grey-box modeling approach. Proceedings of the 7th IFAC Symposium on Nonlinear Control Systems (NOLCOS 2007), Pretoria, South Africa. editor / X. Xia ; F. Camisani-Calzolari. Oxford : Pergamon, 2007. pp. 760-765

Conference Extended Abstracts

Porru, M.; Özkan, L. (2018). Prediction-based delay compensation for staged crystallization. Abstract from 37th Benelux Meeting on Systems and Control, Soesterberg, Netherlands.

Marquez-Ruiz, A.; Mendez Blanco, C. S.; Özkan, L. (2018). Model-based control of reactive systems using extent-based LPV models. Abstract from the 37th Benelux Meeting on Systems and Control, Soesterberg, Nederland

Loonen, M. A. C., Saltik, M. B., Marquez-Ruiz, A.; Özkan, L. (2018). Model learning predictive control with applications to batch processes. Abstract from the 37th Benelux Meeting on Systems and Control, Soesterberg, Netherlands.

Blanco Mendez, C.S.; Marquez Ruiz, A.; Özkan, L. ; van den Boom, T.; LTI representation of chemical systems for control via extent of reactions and flows. Abstract from 36th Benelux Meeting on Systems and Control, 28-30 March 2017, Spa, Belgium, Spa, Belgium.

Porru, M.; Özkan, L.; Role of modelling on state and parameter estimation. Abstract from 36th Benelux Meeting on Systems and Control, 28-30 March 2017, Spa, Belgium, Spa, Belgium.

Porru, M.; Özkan, L.; Optimal design of continuous flash cooling crystallizers. Abstract from 2016 AIChE Annual Meeting, San Francisco, United States.

Porru, M.; Özkan, L.; Kalbasenka, A.; Optimal design of continuous crystallizers. Abstract from Advanced Process Modelling Forum (APMF 2016), April 20-21, 2016, London, UK, London, United Kingdom.

Porru, M.; Özkan, L.; Kalbasenka, A.; Optimal design of continuous crystallizers. Poster session presented at Advanced Process Modelling Forum (APMF 2016), April 20-21, 2016, London, UK, London, United Kingdom.

Porru, M.; Özkan, L.; On the model-based monitoring of industrial batch crystallizers. Abstract from 35th Benelux Meeting on Systems and Control, March 22-24, 2016, Soesterberg, The Netherlands, Soesterberg, Netherlands.

Guidi, H.; Larsson, C.A. ; Tran, Q.N.; Ozkan, L.; Backx, A.C.P.M.; Autonomous maintenance of advanced process control : application to an industrial depropanizer. Fuels and Petrochemicals Division 2014 – Core Programming Area at the 2014 AIChE Spring Meeting and 10th Global Congress on Process Safety. Vol. 2 American Institute of Chemical Engineers (AIChE), 2014. pp. 923-932

Yilmaz, D.O.; Özkan, L.; Nikacevic, N.; Van den Hof, P.M.J.; Integrated reactor and control system design for optimal continuous surfactant production. Poster session presented at 9th European Congress of Chemical Engineering (ECCE 9), April 21-25, 2013, The Hague, The Netherlands, The Hague, Netherlands.

Tran, Q.N.; Özkan, L.; Backx, A.C.P.M.; MPC tuning based on impact of modeling uncertainty on closed-loop performance. AIChE 2012 – 2012 AIChE Annual Meeting, Conference Proceedings. American Institute of Chemical Engineers (AIChE), 2012

Mutsaers, M.E.C.; Özkan, L.; Backx, A.C.P.M.; Energy flow scheduling for parallel running batch processes. Proceedings of the 31th Benelux Meeting on Systems and Control, 27-29 March 2012, Heijen/Nijmegen, The Netherlands. 2012. pp. 32-32

Stolte, J.; Özkan, L.; Backx, A.C.P.M.; Pulsed activation in heterogeneous catalysis. 3rd European Process Intensification Conference (EPIC 2011: Proceedings of a meeting held 20-23 June 2011, Manchester, United Kingdom. Institution of Chemical Engineers ( IChemE ), 2011. pp. 143-148 (Institution of Chemical Engineers Symposium Series).

Özkan, L. ; Weiland, S. ; Romijn, R.; Ludlage, J.H.A.; A Comparative Study of Approximate Models for a Tubular Reactor Model with Parametric Sensitivity. Proc. Workshop on Bifurcation and Model Reduction Techniques for Large Multi-disciplinary Systems. Liverpool, UK : University of Liverpool, 2008.

Wattamwar, S.K.; Weiland, S.; Özkan, L.; Model appromixation for Distributed Parameter Systems. Proceedings of the 26th Benelux Meeting on Systems and Control, 13-15 March 2007, Lommel, Belgium. Lommel, Belgium, 2007. pp. 101-101