Publications Paul Van den Hof

Books and Book Chapters
Journal papers
Conference Proceedings papers
Reports
Seminars (Slides of presentations)
Thesis

Note: The pdf-files of some (copyrighted) publications, referred to as "Published", are password protected. If you would like a copy for personal use, send en email request to p.m.j.vandenhof@tue.nl and you will receive the password.

Books and Book chapters

2012

R. Tóth, P.S.C. Heuberger and P.M.J. Van den Hof (2012). Prediction error identification of LPV systems: present and beyond. In: J. Mohammadpour and C. W. Scherer (Eds.), Control of Linear Parameter Varying Systems with Applications, Springer, Heidelberg, 2012, pp. 27-58. pdf-file
A. Tejada, A.J. den Dekker and P.M.J. Van den Hof (2012). A Matlab-Based Dynamic TEM Simulator. In: R. Doornbos and S. van Loo (eds.), From Scientific Instrument to Industrial Machine, Springer Briefs in Electrical and Computer Engineering,
Springer, 2012, Section 3.3, pp. 38-42. ISBN 978-94-007-4146-1. pdf-file

2011

R. Tóth, P.S.C. Heuberger and P.M.J. Van den Hof. LPV Identification using Series Expansion Models. In: P. L. dos Santos, T-P. Perdicoúlis, C. Novara, J. Ramos and D. Rivera, (Eds.), Linear Parameter-Varying System Identification - New Developments and Trends, World Scientific Publishing Co, December 2011. Advanced Series in Electrical and Computer Engineering, Vol. 14, ISBN 978-981-4355-44-5, 404 pp. link to book page

2009

P.M.J. Van den Hof, C.W. Scherer and P.S.C. Heuberger (Eds.) (2009). Model-Based Control: Bridging Rigorous Theory and Advanced Technology. Springer-Verlag, New York, USA, 256 pp. ISBN 978-1-4419-0894-0. Book
P.M.J. Van den Hof, J.F.M. Van Doren and S.G. Douma (2009). Identification of parameters in large scale physical model structures, for the purpose of model-based operations. In: P.M.J. Van den Hof et al. (Eds.), Model-Based Control: Bridging Rigorous Theory and Advanced Technology, Springer-Verlag, New York, USA, ISBN 978-1-4419-0894-0, pp. 125-146. pdf-file
P.M.J. Van den Hof, R. Tóth and P.S.C. Heuberger (2009). Model structures for identification of linear parameter-varying (LPV) models. In: K.M. Hangos and L. Nádai (Eds.), Proceedings of the Workshop on Systems & Control Theory in honor of József Bokor on his 60th Birthday. Budapest University of Technology and Economics, Computer and Automation Research Institute of HAS, Budapest, Hungary, 2009, ISBN 978-963-279-039-8, pp. 15-34. pdf-file

2008

M. Gilson, H. Garnier, P.C. Young and P.M.J. Van den Hof (2008). Instrumental variable methods for closed-loop continuous-time model identification. In: H. Garnier and L. Wang (Eds.), Identification of Continuous-Time Models from Sampled Data. Springer Verlag, 2008, ISBN 978-1-84800-160-2, pp. 133-160. pdf-file

2006

Z. Szabo, J. Bokor and P.M.J. Van den Hof (2006). Generalized orthonormal basis functions in system identification. In: J. Bokor and K.M. Hangos (Eds.), Proceedings of the Workshop on System Identification and Control Systems, in honor of Laszlo Keviczky on his 60th birthday. Budapest University of Technology and Economics, 2006, pp. 21-38. ISBN 963-421-586-6. pdf-file
M. Gevers, X. Bombois, G. Scorletti, P. Van den Hof and R. Hildebrand (2006). Experiment design for robust control: why do more work than is needed? In: B.A. Francis, M.C. Smith and J.C. Willems (Eds.), Control of Uncertain Systems: Modelling, Approximation, and Design: A Workshop on the Occasion of Keith Glover’s 60th Birthday. Lecture Notes in Control and Information Sciences, Springer Verlag, Berlin-Heidelberg, Vol. 329, ISBN 3-540-31754-6, pp. 139-162. pdf-file

2005

book's webpage maintained by authors

P.S.C. Heuberger, P.M.J. Van den Hof and B. Wahlberg (Eds.), Modelling and Identification with Rational Orthogonal Basis Functions, Springer Verlag, 2005, ISBN 1-85233-956-X. Book link.

- 2004

P.M.J. Van den Hof, B. Wahlberg and S. Weiland (Eds.), System Identification 2003 (SYSID 2003), Proc. 13th IFAC Symposium on System Identification, Rotterdam, The Netherlands, 27-29 August 2003, 4 volume set, Elsevier, Oxford, UK, ISBN 0-08-043709 5.
P.M.J. Van den Hof and R.A. de Callafon (2003). Identification for Control, in Control Systems, Robotics and Automation, edited by H. Unbehauen, in Encyclopedia of Life Support Systems (EOLSS), Developed under the auspices of the UNESCO, Eolss Publishers, Oxford, UK, http://www.eolss.net.
P.M.J. Van den Hof and R.A. de Callafon (2002). Control-relevant identification and servo design for a compact disc player. In P. Albertos and A. Sala (Eds.), Iterative Identification and Control. Springer Verlag, London, UK, ISBN 1-85233-509-2, pp. 225-242. pdf-file
R.A. de Callafon and P.M.J. Van den Hof (2002). Control-relevant identification and robust motion control of a wafer stage. In P. Albertos and A. Sala (Eds.), Iterative Identification and Control. Springer Verlag, London, UK, ISBN 1-85233-509-2, pp. 243-270. pdf-file

Journal papers

Submitted

K.R. Ramaswamy, G. Bottegal and P.M.J. Van den Hof. Learning linear modules in a dynamic network with missing node observations. In preparation for submission to Automatica.
X. Cheng, S. Shi, I. Lestas and P.M.J. Van den Hof. Identifiability in dynamic acyclic networks with partial excitations and measurements. Submitted for publication. pdf-file
X. Bombois, K.Colin, P.M.J. Van den Hof and H. Hjalmarsson. On the informativity of direct identification experiments in dynamical networks. Submitted for publication. pdf-file
X.Cheng, S. Shi, I. Lestas and P.M.J. Van den Hof. A necessary condition for network identifiability with partial excitation and measurement. Submitted for publication as Technical Note to IEEE Trans. Automatic Control. ArXiv: 2105.03187

2023

S. Shi, X. Cheng and P.M.J. Van den Hof (2023). Single module identifiability in linear dynamic networks with partial excitation and measurement. To appear in IEEE Trans. Automatic Control, January 2023. DOI:10.1109/TAC.2021.3137787. ArXiv: 2012.11414 Author version
E.M.M. Kivits and P.M.J. Van den Hof. Identification of diffusively coupled linear networks through structured polynomial models. To appear in IEEE Trans. Automatic Control, June 2023. ArXiv: 2106.01813

2022

K.R. Ramaswamy, P.Z. Csurcsia, J. Schoukens and P.M.J. Van den Hof (2022). A frequency domain approach for local module identification in dynamic networks. Automatica, Vol. 142 (110370), August 2022. Author version Publink
H.J. Dreef, S. Shi, X. Cheng, M.C.F. Donkers and P.M.J. Van den Hof (2022). Excitation allocation for generic identifiability of linear dynamic networks with fixed modules. IEEE Control Systems Letters (L-CSS), Volume 6, pp. 2587-2592. ArXiv:2201.09095 Author version Publink Published
S.J.M. Fonken, K.R. Ramaswamy and P.M.J. Van den Hof (2022). A scalable multi-step least squares method for network identification with unknown disturbance topology. Automatica, Volume 141 (110295), July 2022. ArXiv: 2106.07548 Publink Published
T.R.V. Steentjes, M. Lazar and P.M.J. Van den Hof (2022). On data-driven control: informativity of noisy input-output data with cross-covariance bounds. IEEE Control Systems Letters (L-CSS), Vol. 6, pp. 2192-2197. Publink . ArXiv: 2111.14193
S. Shi, X. Cheng and P.M.J. Van den Hof (2022). Generic identifiability of subnetworks in a linear dynamic network: the full measurement case. Automatica, Vol. 117 (110093), March 2022. ArXiv: 2008.01495 Author version Publink Published
X. Cheng, S. Shi and P.M.J. Van den Hof (2022). Allocation of excitation signals for generic identifiability of linear dynamic networks. To appear in IEEE Trans. Automatic Control, Vol. 67, no. 2, pp. 692-705, February 2022. ArXiv:1910.04525. Publink Published
I. Proimadis, C.H.H.M. Custers, R. Tóth, J.W. Jansen, H. Butler, E.A. Lomonova and P.M.J. Van den Hof (2022). Active deformation control for a magnentically-levitated planar motor. IEEE Trans. Industrial Applications, Vol. 58, No. 1, pp. 242-249, January/February 2022. Publink Published

2021

K.R. Ramaswamy and P.M.J. Van den Hof (2021). A local direct method for module identification in dynamic networks with correlated noise. IEEE Trans. Automatic Control, Vol. 66, no. 11, pp. 3237-3252, November 2021. Publink ArXiv:1908.00976 Author version Published
K.R. Ramaswamy, G. Bottegal and P.M.J. Van den Hof (2020). Learning linear models in a dynamic network using regularized kernel-based methods. Automatica, Vol. 129, Article 109591, July 2021. ArXiv: 2005.06266 Publink Published
P.M.J. Van den Hof and K.R. Ramasmwamy (2021). Learning local modules in dynamic networks. Proceedings of Machine Learning Research, Vol. 144, pp. 176-188. Publink.

2020

R.J.C. van Esch, S. Shi, A. Bernas, S. Zinger, A.P. Aldenkamp and P.M.J. Van den Hof (2020). A Bayesian method for inference of effective connectivity in brain networks for detecting the Mozart effect. Computers in Biology and Medicine, Vol. 127, paper 104055, December 2020. ArXiv Publink Published
H.H.M. Weerts, J. Linder, M. Enqvist and P.M.J. Van den Hof (2019). Abstractions of linear dynamic networks for input selection in local module identification. Automatica, Vol. 117, July 2020. ArXiv: 1901.00348 Author version Publink Published
E.G.D. Barros, P.M.J. Van den Hof and J.D. Jansen. Informed production optimization in hydrocarbon reservoirs. Optimization and Engineering, Vol. 21 (2020), pp. 25-48. DOI: 10.1007/s11081-019-09432-7. pdf-file Publink
K.R. Ramaswamy, O. Leeuwenburgh, R.M. Fonseca, M.M. Siraj and P.M.J. Van den Hof. Improved sampling strategies for ensemble-based optimization. Computational Geosciences, 2020. DOI: 10.1007/s10596-019-09914-8. Published

2018

H.H.M. Weerts, P.M.J. Van den Hof and A.G. Dankers (2018). Prediction error identification of linear dynamic networks with rank-reduced noise. Automatica, Vol. 98, pp. 256-268, December 2018. ArXiv Publink Published
N. Jin, D. Danilov, P.M.J. Van den Hof and M.C.F. Donkers (2018). Parameter estimation of an electrochemistry-based Lithium-ion battery model using a two-step procedure and a parameter sensitivity analysis. International Journal of Energy Research, Vol. 42, No. 7, pp. 2417-2430. DOI:10.1002/er.4022. Publink Open Access
H.H.M. Weerts, P.M.J. Van den Hof and A.G. Dankers (2018). Identifiability of linear dynamic networks. Automatica, Vol. 89, pp. 247-258, March 2018. ArXiv Publink Published
P.M.J. Van den Hof, A.G. Dankers and H.H.M. Weerts (2018). System identification in dynamic networks. Computers & Chemical Engineering, Vol. 109, pp. 23-29, January 2018. ArXiv Publink Published
M.B. Saltik, L. Özkan, J.H.A. Ludlage, S. Weiland and P.M.J. Van den Hof (2018). An outlook on robust model predictive control algorithms: reflections on performance and computational aspects. Review Paper, Journal of Process Control, Vol. 61, pp. 77-102, January 2018. Publink Open Access Published

2017

M.M. Siraj, P.M.J. Van den Hof and J.D. Jansen (2017). Handling geological and economic uncertainties in balancing short-term and long-term objectives in water-flooding optimization. SPE Journal, Vol. 22, No. 4, August 2017, pp. 1313-1325. Publink Published
E. Insuasty, P.M.J. Van den Hof, S. Weiland and J.D. Jansen (2017). Flow-based dissimilarity measures for reservoir models: a spatial-temporal tensor approach. Computational Geosciences, Vol. 21, No. 4, pp. 645-663. Publink Open Access Published
F. Lamnabhi-Lagarrigue, A. Annaswamy, S. Engell, A. Isaksson, P. Khargonekar, R. Murray, H. Nijmeijer, T. Samad, D. Tilbury and P. Van den Hof (2017). Systems & Control
for the Future of Humanity. Research agenda: current and future roles, impact and grand challenges. Annual Reviews in Control, Vol. 43, pp. 1-64, 2017. Publink Published
S. Taamallah, X. Bombois and P.M.J. Van den Hof (2017). Trajectory planning and trajectory tracking for a small-scale helicopter in autorotation. Control Engineering Practice, Vol. 58, pp. 88-106, 2017. Publink Published
S. Haesaert, P.M.J. Van den Hof and A. Abate (2017). Data-driven and model-based verification via Bayesian identification and reachability analysis. Automatica, Vol. 79, pp. 115-126, May 2017. Open Access Publink Published

2016

L. Özkan, X. Bombois, J.H.A. Ludlage, C. Rojas, H. Hjalmarsson, P.E. Modén, M. Lundh, A.C.P.M. Backx and P.M.J. Van den Hof (2016). Advanced autonomous model-based operation of industrial process systems (Autoprofit) - technological developments and future perspectives. Annual Reviews in Control, Vol. 42, pp. 126-142. Open Access Published
A. Dankers, P.M.J. Van den Hof, X. Bombois and P.S.C. Heuberger (2016). Identification of dynamic models in complex networks with predictior error methods - predictor input selection. IEEE Trans. Automatic Control, Vol. 61, no. 4, pp. 937-952. DOI: 10.1109/TAC.2015.2450895. Publink Open Access Published
M.G. Potters, M. Mansoori, X. Bombois, J.D. Jansen and P.M.J. Van den Hof (2016). Optimal input experiment design and parameter estimation in core-scale pressure oscillation experiments. Journal of Hydrology, Vol. 534, pp. 534-552. Publink Open Access Published
M.G. Potters, X. Bombois, M.Mansoori and P.M.J. Van den Hof. Estimating parameters with pre-specified accuracies in distributed parameter systems using optimal experiment design. International Journal of Control, Vol. 89, no. 8, pp. 1533-1553.
DOI 10.1080/00207179.2016.1138143 Publink Open Access Published
G.M. van Essen, S. Kahrobaei, H. van Oeveren, P.M.J. van den Hof and J.D. Jansen (2016). Determination of lower and upper bounds of predicted production from history-matched models. Computational Geosciences, Vol. 20, pp. 1061-1073. DOI 10.1007/s10596-016-9576-1. Publink Open Access Published
S. Kahrobaei, M. Mansoori, G.J.P. Joosten, P.M.J. Van den Hof and J.D. Jansen (2016). Identifiability of location and magnitude of flow barriers in slightly compressible flow. SPE Journal, Vol. 21, no. 3, June 2016, pp. 899-908. DOI: 10.2118/173235-PA. Publink Published
E.G.D. Barros, P.M.J. Van den Hof and J.D. Jansen (2016). Value of information in closed-loop reservoir management. Computational Geosciences, Vol. 20, no. 3, pp. 737-749. DOI: 10.1007/s10596-015-9509-4. pdf-file

2015

N.M. Nikacevic, L. Thielen, A. Twerda and P.M.J. Van den Hof (2015). CFD analysis and flow model reduction for surfactant production in Helix reactor. Chemical Industry & Chemical Engineering Quarterly, Vol. 21, no. 1, pp. 35-44.
DOI: 10.2298/CICEQ131010003N. OpenAccess
A. Dankers, P.M.J. Van den Hof, X. Bombois and P.S.C. Heuberger (2015). Errors-in-variables identification in dynamic networks - consistency results for an instrumental variable approach. Automatica, Vol. 62, pp. 39-50, December 2015. PubLink OpenAccess Published
R. Fonseca, O. Leeuwenburgh, E. Della Rossa, P.M.J. Van den Hof and J.D. Jansen (2015). Ensemble-based multi-objective optimization of on-off control devices under geological uncertainty. SPE Reservoir Evaluation & Engineering-Reservoir Engineering, SPE-173268-PA, 2015. PubLink Published
M. Mansoori, P.M.J. Van den Hof, J.D. Jansen and D. Rashtchian (2015). Pressure transient analysis of bottomhole pressure and rate measurements using system-identification techniques. SPE Journal, Vol. 20, no. 5, pp. 1005-1027. DOI:10.2118/176031-PA. Publink Published
M. Forgione, G. Birpoutsoukis, X. Bombois, A. Mesbah, P.J. Daudey and P.M.J. Van den Hof (2015). Batch-to-batch model improvement for cooling crystallization. Control Engineering Practice, Vol.41, pp. 72-82, 2015. PubLink OpenAccess Published
A. Mesbah, X. Bombois, M. Forgione, H. Hjalmarsson and P.M.J. Van den Hof (2015). Least costly closed-loop performance diagnosis and plant re-identification. International Journal of Control, Vol. 88, no. 11, pp. 2264-2276, 2015, DOI: 10.1080/00207179.2015.1040076. PubLink OpenAccess Published
R.M. Fonseca, O. Leeuwenburgh, P.M.J. Van den Hof and J.D. Jansen (2015). Improving the ensemble optimization method through covariance matrix adaptation (CMA-EnOpt). SPE Journal, Vol. 20, no. 1, pp. 155-168. DOI: 10.2118/163657-PA. OpenAccess
M. Forgione, X. Bombois and P.M.J. Van den Hof (2015). Data-driven model improvement for model-based control. Automatica, Vol. 52, pp. 118-124, 2015. Publink OpenAccess Published

2014

J.D. Jansen, R.M. Fonseca, S. Kahrobaei, M.M. Siraj, G.M. van Essen and P.M.J. Van den Hof. The egg model - a geological ensemble for reservoir simulation. Geoscience Data Journal, 1: pp. 192-195. 2014. DOI: 10.1002/gdj3.21 pdf-file
R.M. Fonseca, O. Leeuwenburgh, P.M.J. Van den Hof and J.D. Jansen (2013). Ensemble-based hierarchical multi-objective production optimization of smart wells. Computational Geosciences, Vol. 18 (3-4), pp. 449-461, 2014. DOI: 10.1007/s10596-013-9399-2. pdf-file
N. van de Meugheuvel, A. Pandharipande, D. Caicedo and P.M.J. Van den Hof (2014). Distributed lighting control with daylight and occupancy adaptation. Energy and Buildings, 75, pp. 321-329. pdf-file

2013

G.M. van Essen, P.M.J. Van den Hof and J.D. Jansen (2013). A two-level strategy to realize life-cycle production optimization in an operational setting. SPE Journal, Vol. 18, no. 6, pp. 1057-1066. DOI: 10.2118/149736-PA Published
P.M.J. Van den Hof, M. Steinbuch and C.W. Scherer (2013). Prof.ir. Okko H. Bosgra Obituary. IEEE Control Systems Magazine, Vol. 33, no. 5, pp. 88-89.
J. Van Doren, P.M.J. Van den Hof, O.H. Bosgra and J.D. Jansen (2013). Controllability and observability in two-phase porous media flow. Computational Geosciences, Vol. 17, no. 5, pp. 773-788. DOI: 10.1007/s10596-013-9355-1. pdf-file
P.M.J. Van den Hof, A. Dankers, P. Heuberger and X. Bombois (2013). Identification of dynamic models in complex networks with prediction error methods - basic methods for consistent module estimates. Automatica, Vol. 49, no. 10, pp. 2994-3006. Publink OpenAccess Published
S. Kuiper, P.M.J. Van den Hof and G. Schitter (2013). Integrated design of the feedback controller and topography estimator for atomic force microscopy. Control Engineering Practice, Vol. 21, No. , p. 1110-1120, 2013. pdf-file

2012

R. Tóth, M. Lovera, P.S.C. Heuberger, M. Corno and P.M.J. Van den Hof (2012). On the discretization of linear fractional representations of LPV Systems. IEEE Trans. Control Systems Technology, Vol. 20, No. 6, pp. 1473-1489. pdf-file
A. Mesbah, Z.K. Nagy, A.E.M. Huesman, H.J.M. Kramer and P.M.J. Van den Hof (2012). Nonlinear model-based control of a semi-industrial batch crystallizer using a population balance modeling framework. IEEE Trans. Control Systems Technology, Vol. 20, no. 5, pp. 1188-1201. pdf-file (Winner of 2015 AIChE CAST W. David Smith, Jr. Graduation Publication Award).
J.R. van Hulzen, G. Schitter, P.M.J. Van den Hofand J. van Eijk (2012). Dynamics, load balancing and modal control of piezoelectric tube actuators. Mechatronics, Vol. 22, No. 3, pp. 282-294. pdf-file
N. Nikačević, A.E.M. Huesman, P.M.J. Van den Hof and A. Stankiewicz (2012). Opportunities and challenges for process control in process intensification. Chemical Engineering and Processing: Process Intensification, Vol. 52, pp. 1-15. pdf-file

2011

A. Mesbah, A.E.M. Huesman, H.J.M. Kramer and P.M.J. Van den Hof (2011). A comparison of nonlinear observers for output feedback model-based control of seeded batch crystallization processes. Journal of Process Control, Vol. 21, pp. 652-666. pdf-file
J.C. Agüero, G.C. Goodwin and P.M.J. Van den Hof (2011). A virtual closed loop method for closed loop identification. Automatica, Vol. 47, No. 8, pp. 1626-1637. Publink OpenAccess Published
R. Tóth, J.C. Willems, P.S.C. Heuberger and P.M.J. Van den Hof (2011). The behavioral approach to linear parameter-varying systems. IEEE Trans. Automatic Control, Vol. 56, no. 11, pp. 2499-2514. pdf-file
M. Gilson, H. Garnier, P.C. Young and P.M.J. Van den Hof (2011). Optimal instrumental variable method for closed-loop identification. IET Control Theory & Applications, Vol. 5, no. 10, pp. 1147-1154. pdf-file
A. Mesbah, A.E.M. Huesman, H.J.M. Kramer, Z. Nagy and P.M.J. Van den Hof (2011). Real-time control of a semi-industrial fed-batch evaporative crystallizer using different direct optimization strategies. AIChE Journal, Vol. 57, No. 6, pp. 1557-1569. pdf-file
G.M. van Essen, P.M.J. Van den Hof and J.D. Jansen (2011). Hierarchical long-term and short-term production optimization. SPE Journal, Vol. 16, no. 1, pp. 191-199, 2011. DOI: 10.2118/124332-PA. pdf-file

2001 - 2010

R. Tóth, P.S.C. Heuberger and P.M.J. Van den Hof (2010). Discretisation of linear parameter-varying state-space representations. IET Control Theory & Applications, Vol. 4, no. 10, pp. 2082-2096. pdf-file
A. Mesbah, J. Landlust, A.E.M. Huesman, H.J.M. Kramer and P.M.J. Van den Hof (2010). A model-based control framework for industrial batch crystallization processes. Chemical Engineering Research and Design, Vol. 88, no. 9A, pp. 1223-1233. pdf-file
A.E.M. Huesman, P.M.J. Van den Hof and A. Stankiewicz (2010). The essential role of process control in process intensification. Automazione e Instrumentazione, March 2010, pp. 82-86. pdf-file
R.S. Blom, P. Li, H.H. Langen, A.H. Hoogstrate, J.A.J. Oosterling, P.M.J. Van den Hof, R.H. Munnig Schmidt (2010). Improvement of micro-milling technology towards industrial applications, Mikroniek, Vol. 50, no. 1, pp. 6-11, 2010. pdf-file
R. Bos, X. Bombois and P.M.J. Van den Hof (2009). Accelerating simulations of computationally intensive first principle models using accurate quasi linear parameter varying models. Journal of Process Control, Vol. 19, no. 10, pp. 1601-1609. OpenAccess Published
A. Mesbah, H.J.M. Kramer, A.E.M Huesman and P.M.J. Van den Hof (2009). A control oriented study on the numerical solution of the population balance equation for crystallization processes. Chemical Engineering Science, Vol. 64, no. 20, pp. 4262--4277. pdf-file
G.M. van Essen, M.J. Zandvliet, P.M.J. Van den Hof, O.H. Bosgra and J.D. Jansen (2009). Robust waterflooding optimization of multiple geological scenarios. SPE Journal, Vol. 14, no. 1, pp. 202-210, March 2009. DOI: 10.2118/102913-PA. Published
R. Tóth, P.S.C. Heuberger and P.M.J. Van den Hof (2009). Asymptotically optimal orthonormal basis functions for LPV system identification. Automatica, Vol. 45, no. 6, pp. 1359-1370. Publink OpenAccess Published
M.J. Zandvliet, J.F.M. Van Doren, O.H. Bosgra, J.D. Jansen and P.M.J. Van den Hof (2008). Controllability, observability and identifiability in single-phase porous media flow. Computational Geosciences, Vol. 12, no. 4, pp. 605-622. pdf-file
J.D. Jansen, O.H. Bosgra and P.M.J. Van den Hof (2008). Model-based control of multiphase flow in subsurface oil reservoirs. Journal of Process Control, Vol. 18, no. 9, pp. 846-855. pdf-file
S. Douma, X. Bombois and P.M.J. Van den Hof (2008). Validity of the standard cross-correlation test for model structure validation. Automatica, Vol. 44, no. 5, pp. 1285-1294, 2008. Publink OpenAccess Published
M. Leskens and P.M.J. Van den Hof (2007). Closed-loop identification of multivariable processes with part of the inputs controlled. Int. J. Control, Vol. 80, no. 10, pp. 1552-1561. pdf-file
M. Zandvliet, O.H. Bosgra, J.D. Jansen, P.M.J. Van den Hof and J.F.B.M. Kraaijevanger (2007). Bang-bang control and singular arcs in reservoir flooding. Journal of Petroleum Science and Engineering, Vol. 58 (1-2), pp. 186-200, 2007. pdf-file
A. Feuer, P.M.J. Van den Hof and P.S.C. Heuberger. A unified transform for LTI systems - presented as a (generalized) frame. EURASIP Journal on Applied Signal Processing, Volume 2006, Article ID 91604, Pages 1-9. pdf-file
X. Bombois, G. Scorletti, M. Gevers, P.M.J. Van den Hof and R. Hildebrand. Least costly identification experiment for control. Automatica, Vol. 42 (2006), no. 10, pp. 1651-1662. Publink OpenAccess Published
M. Gilson and P.M.J. Van den Hof. Instrumental variable methods for closed-loop system identification. Automatica, Vol. 41 (2005), no. 2, pp. 241-249. Publink OpenAccess Published
S.G. Douma and P.M.J. Van den Hof. Relations between uncertainty structures in identification for robust control. Automatica, Vol. 41 (2005), no. 3, pp. 439-457. Publink OpenAccess Published
T. Söderström, P.M.J. Van den Hof, B. Wahlberg and S. Weiland (Eds.) (2005), Data-Based Modelling and System Identification. Automatica Special Issue, Vol. 41, no.3, March 2005. Publink
P.S.C. Heuberger, T.J. de Hoog, P.M.J. Van den Hof and B. Wahlberg (2003).
Ortohonormal basis functions in time and frequency domain: Hambo transform theory. SIAM Journal on Control and Optimization, Vol. 42 (2003), no. 4, pp. 1347-1373. pdf-file
S.G. Douma, P.M.J. Van den Hof and O.H. Bosgra (2003). Controller tuning freedom under plant identification uncertainty: double Youla beats gap in robust stability. Automatica, Vol. 39 (2003), no. 2, pp. 325-333. pdf-file
M. Leskens, L.B.M. van Kessel and P.M.J. Van den Hof (2002). MIMO closed-loop identification of a MSW incinerator. Control Engineering Practice, Vol. 10, no. 3, pp. 315-326. pdf-file
T.J. de Hoog, Z. Szabo, P.S.C. Heuberger, P.M.J. Van den Hof and J. Bokor (2002). Minimal partial realization from generalized orthonormal basis function expansions. Automatica, Vol. 38, no. 4, pp. 655-669. pdf-file
M. Gilson and P.M.J. Van den Hof (2001). On the relation between a bias-eliminated least-squares (BELS) and an IV estimator in closed-loop identification. Automatica, Vol. 37, no. 10, pp. 1593-1600. pdf-file
M. Gevers, L. Ljung and P.M.J. Van den Hof (2001). Asymptotic variance expressions for closed-loop identification. Automatica, Vol. 37, no. 5, pp. 781-786, 2001. pdf-file
R.A. de Callafon and P.M.J. Van den Hof (2001). Multivariable feedback relevant system identification of a wafer stepper system. IEEE Trans. Control Systems Technology, Vol. 9, no. 2, pp. 381-390, 2001. pdf-file
P. Albertos and P. Van den Hof (2001). Obituary of Pieter Eykhoff, 1929-2000. Automatica, Vol. 37, no. 6, pp. 803-804. pdf-file

1991 - 2000

E.T. van Donkelaar and P.M.J. Van den Hof (2000). Analysis of closed-loop identification with a tailor-made parametrization. European Journal of Control, Vol. 6, no. 1, pp. 54-62. pdf-file
Z. Szabo, P.S.C. Heuberger, J. Bokor and P.M.J. Van den Hof (2000). Extended Ho-Kalman algorithm for systems represented in generalized orthonormal bases. Automatica, Vol. 36, no. 12, pp. 1809-1818. pdf-file
P.M.J. Van den Hof, R.A. de Callafon and E.T. van Donkelaar (1999). CLOSID - A Matlab toolbox for closed-loop system identification. Journal A, Vol. 40, no. 3, pp. 19-24.
T. Zhou, J.G.M. Dötsch and P.M.J. Van den Hof (1998). Model set determination and its application to the control of compact disc players. European Journal of Control, Vol. 4, no. 2, pp. 99-115. pdf-file
P.M.J. Van den Hof (1998). Closed-loop issues in system identification. Annual Reviews in Control, Volume 22, pp. 173-186. Elsevier Science, Oxford, UK. pdf-file
J.L. Korving, J.B.M. Wiggers and P.M.J. Van den Hof (1998). De dynamiek van rioolstelsels. H₂O, Vol. 31, no. 13, pp. 16-20. (In Dutch). pdf-file
D.K. de Vries and P.M.J. Van den Hof (1998). Frequency domain identification with generalized orthonormal basis functions. IEEE Trans. Autom. Control, Vol. AC-43, no. 5, pp. 656-669. pdf-file
R.G. Hakvoort and P.M.J. Van den Hof (1997). Identification of probabilistic uncertainty regions by explicit evaluation of bias and variance errors. IEEE Trans. Autom. Control, Vol. AC-42, no. 11, pp. 1516-1528. pdf-file
R.A. de Callafon and P.M.J. Van den Hof (1997). Suboptimal feedback control by a scheme of iterative identification and control design. Mathematical and Computer Modelling of Dynamical Systems (formerly: Mathem. Modelling of Systems), Vol. 3, no 1, pp. 77-101. pdf-file
H.G.M. Dötsch and P.M.J. Van den Hof (1996). Test for local structural identifiability of high order non-linear parametrized state space models. Automatica, Vol. 32, no. 6, pp. 875-883. pdf-file
R.A. de Callafon, P.M.J. Van den Hof and P.M.M. Bongers (1996). A unified approach to stability robustness for uncertainty descriptions based on fractional model representations. IEEE Trans. Automatic Control, Vol. AC-41, no. 5, pp. 723-727. pdf-file
R.A. Eek, J.A. Both and P.M.J. Van den Hof (1996). Closed-loop identification of a continuous crystallization process. AIChE Journal, Vol. 42, no. 3, pp. 767-776. pdf-file
P.M.J. Van den Hof, P.S.C. Heuberger and J. Bokor (1995). System identification with generalized orthonormal basis functions. Automatica, Vol. 31, no. 12, pp. 1821-1834. pdf-file
P.M.J. Van den Hof and R.J.P. Schrama (1995). Identification and control - closed loop issues. Automatica, Vol. 31, no. 12, pp. 1751-1770. pdf-file
P.M.J. Van den Hof, R.J.P. Schrama, R.A. de Callafon and O.H. Bosgra (1995). Identification of normalized coprime plant factors from closed loop experimental data. European Journal of Control, Vol. 1, no. 1, pp. 62-74. pdf-file
R.G. Hakvoort and P.M.J. Van den Hof (1995). Consistent parameter bounding identification for linearly parametrized model sets. Automatica, Vol. 31, no. 7, pp. 957-969. pdf-file
D.K. de Vries and P.M.J. Van den Hof (1995). Quantification of uncertainty in transfer function estimation: a mixed probabilistic -- worst-case approach. Automatica, Vol. 31, no. 4, pp. 543-557. pdf-file
P.S.C. Heuberger, O.H. Bosgra and P.M.J. Van den Hof (1995). A generalized orthonormal basis for linear dynamical systems. IEEE Trans. Autom. Control, Vol. AC-40, no. 3, pp. 451-465. pdf-file
R.G. Hakvoort and P.M.J. Van den Hof (1994). Frequency domain curve fitting with maximum amplitude criterion and guaranteed stability. Int. J. Control, Vol. 60, no. 5, pp. 809-825. pdf-file
R.G. Hakvoort, R.J.P. Schrama and P.M.J. Van den Hof (1994). Approximate identification with closed loop performance criterion and application to LQG feedback design. Automatica, Vol.30, no. 4, pp. 679-690. pdf-file
D.K. de Vries and P.M.J. Van den Hof (1994). Quantification of model uncertainty from data. Int. J. Robust and Nonlinear Control, Vol. 4, pp. 301-319. pdf-file
P.M.J. Van den Hof (1994). Model sets and parametrizations for identification of multivariable equation error models. Automatica, Vol. 30, no. 3, pp. 433-446. pdf-file
P.M.J. Van den Hof and R.J.P. Schrama (1993). An indirect method for transfer function estimation from closed loop data. Automatica, Vol. 29, no. 6, pp. 1523-1527. pdf-file
P.M.J. Van den Hof, D.K. de Vries and P. Schoen (1992). Delay structure conditions for identifiability of closed loop systems. Automatica, Vol. 28, no. 5, pp. 1047-1050. pdf-file
Y. Tomita, A.A.H. Damen and P.M.J. Van den Hof (1992). Equation error versus output error methods. Ergonomics, Vol. 35, no. 5/6, pp. 551-564. pdf-file
P.M.J. Van den Hof (1992). On system order and structure indices of linear systems in polynomial form. Int. J. Control, Vol. 55, no. 6, pp. 1471-1490. pdf-file

1982 - 1990

P.M.J. Van den Hof (1989). Criterion based equivalence for equation error models. IEEE Trans. Automatic Control, AC-34, no. 2, pp. 191-193. pdf-file
P.M.J. Van den Hof and P.H.M. Janssen (1987). Some asymptotic properties of multivariable models identified by equation error techniques. IEEE Trans. Automat. Control, AC-32, no. 1, pp. 89-92. pdf-file
Y. Tomita, A.A.H. Damen and P.M.J. Van den Hof (1986). Differences between equation error method (EEM) and output error method (OEM) in system identification. (In Japanese).
Trans. of the Japanese Soc. of Instrumentation and Control Engineers, Vol. 22, no. 1, January 1986, pp. 50-55.
F.J.J. Van Bussel, P.M.J. Van den Hof and A.K. Hajdasinski (1985). A cognitive human-operator model; the single input single output (SISO) case. Int. J. Systems Science, Vol. 16, no. 3, pp. 337-350. pdf-file
A.A.H. Damen, R.P. Guidorzi, A.K. Hajdasinski and P.M.J. Van den Hof (1985). On multivariable partial realization. Int. J. Control, Vol. 41, no. 3, pp. 589-613. pdf-file
P.M.J. Van den Hof (1984). Approximate realization of noisy linear multivariable systems. Journal A, Vol. 25, no. 1, pp. 21-26. pdf-file
A.A.H. Damen, P.M.J. Van den Hof and A.K. Hajdasinski (1982). Approximate realization based upon an alternative to the Hankel matrix: the Page matrix. Systems and Control Letters, Vol. 2, no.4, pp. 202-208. pdf-file

Conference papers

Submitted

2022

E.M.M. Kivits and P.M.J. Van den Hof (2022). Local identification in diffusively coupled linear networks. Accepted for presentation at the 61st IEEE Conf. Decision and Control, December 6-9, 2022, Cancun, Mexico. pdf-file
H.J. Dreef, S. Shi, X. Cheng, M.C.F. Donkers and P.M.J. Van den Hof (2022). Excitation allocation for generic identifiability of linear dynamic networks with fixed modules. 61st IEEE Conf. Decision and Control, December 6-9, 2022, Cancun, Mexico. ArXiv: 2201.09095.
T.R.V. Steentjes, M. Lazar and P.M.J. Van den Hof (2022). On data-driven control: informativity of noisy input-output data with cross-covariance bounds. Proc. 2022 American Control Conference (ACC 2022), June 8-10, 2022, Atlanta, Georgia, USA, pp. 1426-1431. pdf-file
T.R.V. Steentjes, M. Lazar and P.M.J. Van den Hof (2022). Informativity conditions for data-driven control based on input-state data and polyhedral cross-covariance noise bounds. Accepted for presentation at the 25th International Symposium on Mathematical Theory of Networks and Systems (MTNS 2022), 12-16 September 2022, Bayreuth, Germany. pdf-file ArXiv: 2202.09266

2021

T.R.V. Steentjes, M. Lazar and P.M.J. Van den Hof (2021). H∞ performance analysis and distributed controller synthesis for interconnected linear systems from noisy input-state data. Proc. 60th IEEE Conf. Decision and Control, December 13-15, 2021, Austin, TX, USA, pp. 3723-3728. pdf-file ArXiv: 2103.14399, video
V.R. Rajagopal, K.R. Ramaswamy and P.M.J. Van den Hof (2021). Learning local modules in dynamic networks without prior topology information. Proc. 60th IEEE Conf. Decision and Control, December 13-15, 2021, Austin, TX, USA, pp. 840-845. pdf-file video
T.R.V. Steentjes, M. Lazar and P.M.J. Van den Hof (2021). Scalable distributed H-2 controller synthesis for interconnected linear discrete-time systems. IFAC PapersOnLine, 54-9, pp. 66-71, 2021. Proc. 24th International Symposium on Mathematical Theory of Networks and Systems (MTNS), Cambridge, UK (cancelled). pdf-file publink
T.R.V. Steentjes, P.M.J. Van den Hof and M. Lazar (2021). Handling unmeasured disturbances in data-driven distributed control with virtual reference feedback tuning. IFAC-PapersOnLine, Vol. 54 (7), pp.204-209. Proc. 19th IFAC Symposium on System Identification - Learning Models for Decision and Control, July 14-16, 2021, (Virtual) Padova, Italy, pp. 568-573. pdf-file
H.J. Dreef, M.C.F. Donkers and P.M.J. Van den Hof (2020). Identifiability of linear dynamic networks through switching modules. IFAC-PapersOnLine, Vol. 54 (7), pp. 37-42. Proc.19th IFAC Symposium on System Identification - Learning Models for Decision and Control, July 14-16, 2021, (Virtual) Padova, Italy. pdf-file
S. Shi, X. Cheng and P.M.J. Van den Hof (2021). Exploiting unmeasured disturbance signals in identifiability of linear dynamic networks with partial measurement and partial excitation. Prepr. 19th IFAC Symposium on System Identification - Learning Models for Decision and Control, July 14-16, 2021, (Virtual) Padova, Italy, pp. 264-267. Extended abstract. pdf-file
T.R.V. Steentjes, M. Lazar and P.M.J. Van den Hof (2021). Data-driven distributed controller synthesis in the presence of noise: an optimal controller identification approach. To appear in Proc. 2021 European Control Conference, ECC 2021, June 29 - July 2, 2021, Rotterdam, The Netherlands. pdf-file
X. Cheng, S. Shi and P.M.J. Van den Hof (2021). Identifiability in dynamic acyclic networks with partial excitation and measurement. To a in Prepr. 2021 European Control Conference, ECC 2021, June 29 - July 2, 2021, Rotterdam, The Netherlands. Extended abstract. pdf-file
P.M.J. Van den Hof and K.R. Ramaswamy (2020). Learning local modules in dynamic networks. Accepted for presentation at 3rd Annual Learning for Dynamics and Control Conference, June 7-8, 2021, ETH Zurich, Switzerland. pdf-file poster

2020

V.C. Rajagopal, K.R. Ramaswamy and P.M.J. Van den Hof (2020). A regularized kernel-based method for learning a module in a dynamic network with correlated noise. Proc. 59th IEEE Conf. Decision and Control, Jeju Island, Republic of Korea, 15-18 December 2020, pp. 4348-4353. pdf-file slides video
P.M.J. Van den Hof and K.R. Ramaswamy (2020). Path-based data-informativity conditions for single module identification in dynamic networks. Proc. 59th IEEE Conf. Decision and Control, Jeju Island, Republic of Korea, 15-18 December 2020, pp. 4354-4359. pdf-file extended version slides video
T.R.V. Steentjes, M. Lazar and P.M.J. Van den Hof (2020). Data-driven distributed control via virtual reference feedback tuning. Proc. 59th IEEE Conf. Decision and Control, Jeju Island, Republic of Korea, 15-18 December 2020, pp. 1804-1809. pdf-file slides video
P.M.J. Van den Hof and K.R. Ramaswamy. Single module identification in dynamic networks - the current status. Extended abstract, Preprints 21st IFAC World Congress, 12-17 July 2020, Berlin, Germany, pp. 52-55. Invited survey paper. Extended abstract slides video
S. Shi, X. Cheng and P.M.J. Van den Hof. Excitation allocation for generic identifiability of a single module in dynamic networks: A graphic approach. IFAC PapersOnLine, Vol. 53-2 (2020), pp. 40-45. Proc. 21st IFAC World Congress, 12-17 July 2020, Berlin, Germany. pdf-file extended version video

2019

X. Cheng, S. Shi and P.M.J. Van den Hof. Allocation of excitation signals for generic identifiability of dynamic networks. Proc. 58th IEEE Conf. Decision and Control, Nice, France, 11-13 December 2019, pp. 5507-5512. pdf-file slides
K.R. Ramaswamy, P.M.J. Van den Hof and A.G. Dankers. Generalized sensing and actuation schemes for local module identification in dynamic networks. Proc. 58th IEEE Conf. Decision and Control, Nice, France, 11-13 December 2019, pp. 5519-5524. pdf-file extended version slides
E.M.M. Kivits and P.M.J. Van den Hof. A dynamic network approach to identification of physical systems. Proc. 58th IEEE Conf. Decision and Control, Nice, France, 11-13 December 2019, pp. 4533-4538. pdf-file slides
P.M.J. Van den Hof, K.R. Ramaswamy, A.G. Dankers and G. Bottegal. Local module identification in dynamic networks with correlated noise: the full input case. Proc. 58th IEEE Conf. Decision and Control, Nice, France, 11-13 December 2019, pp. 5494-5499. pdf-file extended version slides
S. Shi, G. Bottegal and P.M.J. Van den Hof. Bayesian topology identification of linear dynamic networks. Proc. 2019 European Control Conference, Napels, Italy, June 25-28, 2019, pp. 2814-2819. pdf-file extended version
J.P. Noel, M. Schoukens and P.M.J. Van den Hof (2019). Locating nonlinearity in mechanical systems: a dynmaic network perspective. 36th IMAC, A Conference and Exposition on Structural Dynamics, Orlando; USA, 12-15 February 2018. Conference Proceedings of the Society for Experimental Mechanics Series, Volume 1, 2019, pp. 363-367. DOI
C.H.H.M. Custers, I. Proimadis, J.W. Jansen, H. Butler, R. Toth, E.A. Lomonova and P.M.J. Van den Hof (2019). Active compensation of the deformation of a magnetically levitated mover of a planar motor. Proc. 2019 IEEE International Electric Machines and Drives Conference (IEMDC 2019), San Diego, CA, 12-15 May 2019, pp. 854-861. Final version Published

2018

T.R.V. Steentjes, M. Lazar and P.M.J. Van den Hof. A recursive estimation approach to distributed identification of large-scale multi-input single output FIR systems. IFAC PapersOnLine, Vol. 51-23, pp. 236-241. Proc. 7th IFAC Workshop on Distributed Estimation and Control in Networked Systems (NecSys2018), 27-28 August 2018, Groningen, The Netherlands. pdf-file Report-version
M. Schoukens, J.P. Noel and P.M.J. Van den Hof. Combining experiments for linear dynamic network identification in the presence of nonlinearities. Journal of Physics, Conference Series, vol. 1065, no. 21, article nr 212026. Proc. XXII World Congress of the International Measurement Confederation (IMEKO), 3-6 September, Belfast, UK, 2018. pdf-file
H.H.M. Weerts, P.M.J. Van den Hof and A.G. Dankers. Single module identifiability in linear dynamic networks. Proc. 57th IEEE Conf. Decision and Control, 17-19 December 2018, Miami Beach, FL, pp. 4725-4730, (invited paper). ArXiv pdf-file slides
K.R. Ramaswamy, G. Bottegal and P.M.J. Van den Hof. Local module identification in dynamic networks using regularized kernel-based methods. Proc. 57th IEEE Conf. Decision and Control, 17-19 December 2018, Miami Beach, FL, pp. 4713-4718, (invited paper). pdf-file
E.M.M. Kivits and P.M.J. Van den Hof. On representations of linear dynamic networks. IFAC PapersOnLine, Vol. 51-15, pp. 838-843. Proc. 18th IFAC Symposium on System Identification (SYSYD 2018), 9-11 July 2018, Stockholm, Sweden, (invited paper). pdf-file publink extended report version slides
H.H.M. Weerts, M. Galrinho, G. Bottegal, H. Hjalmarsson and P.M.J. Van den Hof. A sequential least squares algorithm for ARMAX dynamic network identification. IFAC PapersOnLine, Vol. 51-15, pp. 844-849. Proc. 18th IFAC Symposium on System Identification (SYSYD 2018), 9-11 July 2018, Stockholm, Sweden, (invited paper). pdf-file publink slides
M. Schoukens and P.M.J. Van den Hof. Detecting nonlinear modules in a dynamic network: a step-by-step procedure. IFAC PapersOnLine, Vol. 51-15, pp. 593-598. Proc. 18th IFAC Symposium on System Identification (SYSYD 2018), 9-11 July 2018, Stockholm, Sweden. pdf-file publink slides
G. Bottegal, A. Chuiso and P.M.J. Van den Hof. On dynamic network modeling of stationary multivariate processes. IFAC PapersOnLine, Vol. 51-15, pp. 850-861. Proc. 18th IFAC Symposium on System Identification (SYSYD 2018), 9-11 July 2018, Stockholm, Sweden, (invited paper). pdf-file publink slides
M.M. Siraj, M.B. Saltik, P.M.J. Van den Hof and S. Grammatico. Scenario-based robust optimization of water flooding in oil reservoirs enjoys probabilistic guarantees. IFAC PapersOnLine, Vol. 51-8, pp. 102-107. Proc..3rd IFAC Workshop on Automatic Control in Offshore Oil and Gas Production (OOGP 2018), May 30 - June 1, 2018, Esbjerg, Denmark. pdf-file slides
T.T. Nguyen, M. Lazar, H. Butler and P.M.J. Van den Hof. An instrumental variable method for closed-loop identification of coreless linear motors. Proc. 2018 American Control Conference, 27-29 June 2018, Milwaukee, WI, USA, pp. 5219-5224. pdf-file slides

2017

P.M.J. Van den Hof, A.G. Dankers and H.H.M. Weerts (2017). From closed-loop identification to dynamic networks: generalization of the direct method. Proc. 56th IEEE Conf. Decision and Control, 12-15 December 2017, Melbourne, Australia, pp. 5845-5850, (invited paper). pdf-file slides
A.G. Dankers, P.M.J. Van den Hof, D. Materassi and H.H.M. Weerts (2017). Conditions for handling confounding variables in dynamic networks. IFAC-PapersOnLine, Vol. 50, no. 1, July 2017, pp. 3983-3988. Proc. 2017 IFAC World Congress, 9-14 July 2017, Toulouse, France, (invited paper). pdf-file extended report version slides
H.H.M. Weerts, P.M.J. Van den Hof and A.G. Dankers (2017). Identification of dynamic networks with rank-reduced process noise. IFAC-PapersOnLine, Vol. 50, no. 1, July 2017, pp. 10562-10567. Proc. 2017 IFAC World Congress, 9-14 July 2017, Toulouse, France, (invited paper). pdf-file
M.M. Siraj, P.M.J. Van den Hof and J.D. Jansen (2017). An adaptive robust optimization scheme for water-flooding optimization in oil reservoirs using residual analysis. IFAC-PapersOnLine, Vol. 50, no. 1, July 2017, pp. 11275-11280. Proc. 2017 IFAC World Congress, 9-14 July 2017, Toulouse, France. pdf-file
P.M.J. Van den Hof, H.H.M. Weerts and A.G. Dankers. Prediction error identification with rank-reduced output noise. Proc. 2017 American Control Conference, 24-26 May 2017, Seattle, WA, USA, pp. 382-387. pdf-file slides
P.M.J. Van den Hof, A.G. Dankers and H.H.M. Weerts (2017). Identification in dynamic networks. Proc. Foundations of Computer Aided Process Operations / Chemical Process Control (FOCAPO/CPC 2017), Tucson, AZ, January 8-12, 2017. Invited keynote paper. pdf-file
E. Insuasty, P.M.J. Van den Hof, J.D. Jansen and S. Weiland (2017). Low-dimensional tensor representations for the estimation of petrophysical reservoir parameters. Proc. SPE Reservoir Simulation Conference, 20-22 February 2017, Montgomery, TX, USA. pdf-file slides

2016

H.H.M. Weerts, P.M.J. Van den Hof and A.G. Dankers (2016). Identification of dynamic networks operating in the presence of algebraic loops. Proc. 55th IEEE Conference on Decision and Control, 12-14 December 2016, Las Vegas, AZ, pp. 4606-4611. pdf-file
E.G.D. Barros, F.K. Yap, E.G. Insuasty Moreno, P.M.J. Van den Hof and J.D. and Jansen (2016). Clustering techniques for value-of-information assessment in closed-loop reservoir management. To appear in Proc. 15th European Conference on Mathematics in Oil Recovery (ECMOR XV), Amsterdam, The Netherlands, 29 August - 1 September. pdf-file
S. Haesaert, A. Abate and P.M.J. Van den Hof (2016). Verification of general Markov decision processes by approximate similarity relations and policy refinement. In: G. Agha and B. Van Houdt (Eds.), Proc. 13th Intern. Conf. Quantitative Evaluation of Systems (QEST 2016), 23-25 August 2016, Quebec City, QC, Canada. Lecture Notes in Computer Science, Vol. 9826, pp. 227-243, Springer, 2016. pdf-file
H.H.M. Weerts, P.M.J. Van den Hof and A.G. Dankers (2016). Identifiability of dynamic networks with part of the nodes noise-free. Prepr. 12th IFAC International Workshop on Adaptation and Learning in Control and Signal Processing (ALCOSP 2016), June 29 - July 1, 2016, Eindhoven, The Netherlands.IFAC Papers-OnLine, Vol. 49, no. 13, pp. 19-24. Preprints extended report version Published
M.M. Siraj, P.M.J. Van den Hof and J.D. Jansen (2016). Robust optimization of water-flooding in oil reservoirs using risk management tools. Proc. 11th IFAC Symp. Dynamics and Control of Process Systems, including Biosystems (DYCOPS-CAB 2016), 6-8 June 2016, Trondheim, Norway. IFAC PapersOnline, Vol. 49, No. 7, pp. 133-138. pdf-file slides
M.B. Saltik, L. Ozkan, J.H.A. Ludlage, S. Weiland and P.M.J. Van den Hof (2016). On moment-based robust MPC formulations. Oral presentation at 2016 AIChE Annual Meeting, 13-18 November 2016, San FRancisco, CA. slides
M.B. Saltik, L. Ozkan, S. Weiland and P.M.J. Van den Hof (2016). Sensor configuration problem: application to a membrane separation unit. Proc. 11th IFAC Symp. Dynamics and Control of Process Systems, including Biosystems (DYCOPS-CAB 2016), 6-8 June 2016, Trondheim, Norway. IFAC PapersOnline, Vol. 49, No. 7, pp. 189-194. pdf-file poster
M. Potters, X. Bombois and P.M.J. Van den Hof (2016). Experiment time minimisation under parameter accuracy constraints and time-domain signal amplitude bounds. Proc. 2016 European Control Conference, 29 June - 1 July 2016, Aalborg, Denmark, pp. 1661-1666. pdf-file
S. Haesaert, P.M.J. Van den Hof and A. Abate (2016). Experiment design for formal verification via stochastic optimal control. Accepted for presentation at 2016 European Control Conference, 29 June - 1 July 2016, Aalborg, Denmark, pp. 427-432. pdf-file

2015

A. Dankers and P.M.J. Van den Hof. Non-parametric identification in dynamic networks. Proc. 54th IEEE Conference on Decision and Control, 15-18 December, Osaka, Japan, pp. 3487-3492. pdf-file
M.M. Siraj, P.M.J. Van den Hof and J.D. Jansen. Risk management in oil reservoir water-flooding under economic uncertainty. Proc. 54th IEEE Conference on Decision and Control, 15-18 December, Osaka, Japan, pp. 7542-7547. pdf-file slides
S. Haesaert, A. Abate and P.M.J. Van den Hof (2015). Data-driven and model-based verification: a Bayesian identification approach. Proc. 54th IEEE Conference on Decision and Control, 15-18 December, Osaka, Japan, p. 6830-6835. pdf-file
S. Haesaert, A. Abate and P.M.J. Van den Hof (2015). Correct-by-design output feedback of LTI systems. Proc. 54th IEEE Conference on Decision and Control, 15-18 December, Osaka, Japan, pp. 6159-6164. pdf-file
E. Barros et al. Value of multiple production measurements and water front tracking in closed-loop reservoir management. SPE Reservoir Characterization and Simulation Conference and Exhibition, 14-16 September 2015, Abu Dhabi, UAE, Paper SPE-175608-MS. Publink Published
M. Mansoori, A. Dankers, P.M.J. Van den Hof, J.D. Jansen and D. Rashchian. Underground reservoir identification using generalized wellbore data. Proc. 17th IFAC Symp. System Identification, 19-21 October 2015, Beijing, P.R. China. IFAC-PapersOnLine, 48-28 (2015), pp. 307-308 (extended abstract).
DOI: 10.1016/j.ifacol.2015.12.144. pdf-file slides
H.H.M. Weerts, A.G. Dankers and P.M.J. Van den Hof (2015). Identifiability in dynamic network identification. Proc. 17th IFAC Symp. System Identification, 19-21 October 2015, Beijing, P.R. China. IFAC-PapersOnLine, 48-28 (2015), pp. 1409-1414. DOI: 10.1016/j.ifacol.2015.12.330. Preprints extended report version slides Publink Published
M. Siraj, P.M.J. Van den Hof and J.D. Jansen (2015). Handling risk of uncertainty in model-based production optimization: a robust hierarchical approach. Proc. 2nd IFAC Workshop on Automatic Control in Offshore Oil and Gas Production, (Oilfield 2015), May 27-29, 2015, Florianopolis, Brazil. IFAC-PapersOnLine, 48-6 (2015), pp. 248-253. DOI: 10.1016/j.ifacol.2015.08.039. pdf-file
E.G.D. Barros, J.D. Jansen and P.M.J. Van den Hof (2015). Value of information in parameter identification and optimization of hydrocarbon reservoirs. Proc. 2nd IFAC Workshop on Automatic Control in Offshore Oil and Gas Production, (Oilfield 2015), May 27-29, 2015, Florianopolis, Brazil. IFAC-PapersOnLine, 48-6 (2015), pp. 229-235. DOI: 10.1016/j.ifacol.2015.08.036. pdf-file
E. Insuasty, P.M.J. Van den Hof, S. Weiland and J.D. Jansen (2015). Tensor-based reduced order modeling in reservoir engineering: an application to production optimization. Proc. 2nd IFAC Workshop on Automatic Control in Offshore Oil and Gas Production, (Oilfield 2015), May 27-29, 2015, Florianopolis, Brazil. IFAC-PapersOnLine, 48-6 (2015), pp. 254-259. DOI: 10.1016/j.ifacol.2015.08.040. pdf-file
M.G. Potters, M.Forgione, X. Bombois and P.M.J. Van den Hof. Least-costly experiment design for uni-parametric linear models: an analytical approach. Proc. 2015 European Control Conference, 15-17 July 2015, Linz, Austria, pp. 848-853. pdf-file
S. Haesaert, P.M.J. Van den Hof and A. Abate (2015). Data-driven property verification of grey-box systems by Bayesian experiment design. Proc. 2015 American Control Conference, 1-3 July 2015, Chicago, IL, USA, pp. 1800-1805. pdf-file internal report version
R.M. Fonseca, O. Leeuwenburgh, E. Della Rossa, P.M.J. Van den Hof and J.D. Jansen (2015). Ensemble-based multi-objective optimization of on-off control devices under geological uncertainty. Proc. 2015 SPE Reservoir Simulation Symposium, 23-25 February 2015, Houston, TX, USA. SPE 173235-MS. published version
S. Kahrobaei, M. Mansoori, G.J.P. Joosten, P.M.J. Van den Hof and J.D. Jansen (2015) Identifiability of location and magnitude of flow barriers in slightly compressible flow. Proc. 2015 SPE Reservoir Simulation Symposium, 23-25 February 2015, Houston, TX, USA. SPE 173235-MS. published version
E. Insuasty, P.M.J. Van den Hof, S. Weiland and J.D. Jansen (2015). Spatial-temporal tensor decompositions for characterizing control-relevant flow profiles in reservoir models. Proc. 2015 SPE Reservoir Simulation Symposium, 23-25 February 2015, Houston, TX, USA. SPE 173238-MS. published version
M.M. Siraj, P.M.J. Van den Hof and J.D. Jansen (2015). Model and economic uncertainties in balancing short-term and long-term objectives in water-flooding optimization. Proc. 2015 SPE Reservoir Simulation Symposium, 23-25 February 2015, Houston, TX, USA. SPE 173285-MS. published version

2014

A.G. Dankers, P.M.J. Van den Hof and X. Bombois. Direct and indirect continuous-time identification in dynamic networks. Proc. 53rd IEEE Conf. Decision and Control, Los Angeles, CA, 15-17 December 2014, pp. 3334-3339. (Invited paper) pdf-file
T. Backx, X. Bombois, P. Daudey, M. Forgione, R. Geertman, P. Van den Hof, S. Kadam, H. Kramer, J. Vissers, P. Vonk, G. Westhoff (2014). Towards a more rigorous control of seeded batch crystallization. Abstract presented at 19th International Symposium on Industrial Crystallization (ISIC19), September 16-19, 2014, Toulouse, France.
R.M. Fonseca, A.S. Stordal, O. Leeuwenburgh, P.M.J. Van den Hof and J.D. Jansen (2014). Robust ensemble-based multi-objective optimization. Proc. 14th European Conf. on the Mathematics of Oil Recovery (ECMOR XIV), Catania, Sicily, Italy, 8-11- September 2014, Paper Th A44. pdf-file
E.G.D. Barros, J.D. Jansen and P.M.J. Van den Hof (2014). Value of information in closed-loop reservoir management. Proc. 14th European Conf. on the Mathematics of Oil Recovery (ECMOR XIV), Catania, Sicily, Italy, 8-11- September 2014, Paper Mo P80. pdf-file
S.S. Kahrobaei, M. Mansoori, G.J.P. Joosten, P.M.J. Van den Hof and J.D. Jansen (2014). Hidden information in ill-posed inverse problems. Proc. 14th European Conf. on the Mathematics of Oil Recovery (ECMOR XIV), Catania, Sicily, Italy, 8-11- September 2014, Paper Mo P60. pdf-file
P.M.J. Van den Hof and A. Dankers (2014). System identification in dynamic networks. Proc. 21st International Symposium on Mathematical Theory of Networks and Systems (MTNS'14), 7-11 July 2014, Groningen, The Netherlands, pp. 557-558. abstract
M.G. Potters, X. Bombois, M. Forgione, P.E. Moden, M. Lundh, H. Hjalmarsson, P.M.J. Van den Hof (2013). Optimal experiment design in closed-loop with unknown, nonlinear or implicit controllers using stealth identification. Proc. 2014 European Control Conference (ECC14), June 24-27, 2014, Strasbourg, France, pp. 726-731. pdf-file
M. Forgione, X. Bombois, P.M.J. Van den Hof, H. Hjalmarsson (2013). Experiment design for parameter estimation in nonlinear systems based on multilevel excitation. Proc. 2014 European Control Conference (ECC14), June 24-27, 2014, Strasbourg, France, pp. 25-30. pdf-file
A. Dankers, P.M.J. Van den Hof, X. Bombois and P.S.C. Heuberger. Errors-in-variables identification in dynamic networks. Proc. 19th IFAC World Congress, 24-29 August 2014, Cape Town, South Africa, pp. 2335-2340 (Invited paper). DOI: 10.3182/20140824-6-ZA-1003.02069. pdf-file
M. Mansoori, A. Dankers and P.M.J. Van den Hof. Errors-in-variables identification in bilaterally coupled systems with application to oil well testing. Proc. 19th IFAC World Congress, 24-29 August 2014, Cape Town, South Africa, pp. 4656-4661. DOI: 10.3182/20140824-6-ZA-1003.01491. pdf-file
B. Günes, A. Dankers and P.M.J. Van den Hof. Variance reduction for identification in dynamic networks. Proc. 19th IFAC World Congress, 24-29 August 2014, Cape Town, South Africa. IFAC PapersOnline, Vol. 47, no. 3, pp. 2842-2847. DOI:10.3182/20140824-6-ZA-1003.01495. pdf-file

2013

P.M.J. Van den Hof, J.D. Jansen, G. van Essen and A. Heemink (2013). Model-based optimization and control of subsurface flow in oil reservoirs. Abstract of invited keynote lecture, Chinese Control Conference, Xi'an, P.R. China, 26-28 July 2013. pdf-file
A. Dankers, P.M.J. Van den Hof and P.S.C. Heuberger (2013). Predictor input selection for direct identification in dynamic networks. Proc. 52th IEEE Conf. Decision and Control, Florence, Italy, 10-13 December 2013, pp. 4541-4546. pdf-file
S. Taamallah, X. Bombois and P.M.J. Van den Hof (2013). Affine LPV modeling: an H_infinity based approach. Proc. 52th IEEE Conf. Decision and Control, Florence, Italy, 10-13 December 2013, pp. 2726-2731. pdf-file slides
M. Forgione, X. Bombois and P.M.J. Van den Hof (2013). Experiment design for batch-to-batch learning control. Proc. 2013 American Control Conference, June 17-19, 2013, Washington, DC, pp. 3918-3923. pdf-file
A. Dankers, P.M.J. Van den Hof, X. Bombois and P.S.C. Heuberger (2013). Predictor input selection for two-stage identification in dynamic networks. Proc. European Control Conference, ECC13, July 17-19, 2013, Zürich, Switzerland, pp. 1422-1427. pdf-file (Winner Best Student Paper Award).
S. Kahrobaei, G.M. van Essen, J.F.M. Van Doren, P.M.J. Van den Hof and J.D. Jansen 2013). Adjoint-based history matching of structural models using production and time-lapse seismic data. Paper SPE163586, presented at the SPE Reservoir Simulation Symposium, 18-20 February 2013, The Woodlands, TX, USA. pdf-file
R.M. Fonseca, O. Leeuwenburgh, P.M.J. Van den Hof and J.D. Jansen (2013). Improving the ensemble optimization method through covariance matrix adaptation (CMA-EnOpt). Paper SPE163657 presented at the SPE Reservoir Simulation Symposium, 18-20 February 2013, The Woodlands, TX, USA. DOI: 10.2118/163657-ms pdf-file
A. Virag, A. Jokic, P.P.J. van den Bosch and P.M.J. Van den Hof (2013). Using market schedules to improve secondary control design. Proc. 10th International Conference on the European Energy Market EEM13, 28-30 May 2013, Stockholm, Sweden. pdf-file

2012

A. Mesbah, X. Bomboois, M. Forgione, J.H.A. Ludlage, P.E. Modén, H. Hjalmarsson and P.M.J. Van den Hof (2012). A unified experiment design framework for detection and identification in closed-loop performance diagnosis. Proc. 51th IEEE Conference on Decision and Control, Maui, Hawaii, December 10-13, 2012, pp. 2152-2157. DOI: 10.1109/CDC.2012.6426717. pdf-file
A.G. Dankers, P.M.J. Van den Hof, P.S.C. Heuberger and X. Bombois (2012). Dynamic network identification using the direct prediction-error method. Proc. 51th IEEE Conference on Decision and Control, Maui, Hawaii, December 10-13, 2012, pp. 901-906. pdf-file
P.M.J. Van den Hof, A.G. Dankers, P.S.C. Heuberger and X. Bombois (2012). Identification in dynamic networks with known interconnection topology. Proc. 51th IEEE Conference on Decision and Control, Maui, Hawaii, December 10-13, 2012, pp. 895-900. pdf-file
M. Forgione, A. Mesbah, X. Bombois and P.M.J. Van den Hof (20120). Batch-to-batch strategies for cooling crystallization. Proc. 51th IEEE Conference on Decision and Control, Maui, Hawaii, December 10-13, 2012, pp. 6364-6369. pdf-file
P.M.J. Van den Hof, J.D. Jansen and A.W. Heemink (2012). Recent developments in model-based optimization and control of subsurface flow in oil reservoirs. Proc. 1st IFAC Workshop on Automatic Control in Offshore Oil and Gas Production. 31 May-1 June 2012, Trondheim, Norway, pp. 189-200. (invited keynote paper) pdf-file slides
S. Kuiper, P.M.J. Van den Hof and G. Schitter (2012). Trade-off between the control bandwidth and the measurement accuracy in Atomic Force Microscopy. Proc. 2012 IEEE International Instrumentation and Measurement Technology Conference (I2MTC), 13-16 May 2012, Graz, Austria. ISBN: 978-1-4577-1771-0, pp. 888-893. DOI: 10.1109/I2MTC.2012.6229192. pdf-file
A.G. Dankers, P.M.J. Van den Hof, P.S.C. Heuberger and X. Bombois (2012). Dynamic network structure identification with prediction error methods - basic examples. In: J. Schoukens and R. Bitmead (Eds.), Preprints 16th IFAC Symposium on System Identification (SYSID 2012), 11-13 July 2012, Brussels, Belgium, pp. 876-881. pdf-file slides
A. Mesbah, X. Bombois, J.H.A. Ludlage and P.M.J. Van den Hof (2012). Experiment design for closed-loop performance diagnosis. In: J. Schoukens and R. Bitmead (Eds.), Proc. 16th IFAC Symposium on System Identification (SYSID 2012), 11-13 July 2012, Brussels, Belgium, pp. 1341-1346. pdf-file
G. van Essen, P.M.J. Van den Hof and J.D. Jansen (2012). A two-level strategy to realize life-cycle production optimization in an operational setting. To appear in Proc. SPE Intelligent Energy International Conference, 27-29 March 2012, Jaarbeurs, Utrecht, The Netherlands. SPE-149736. pdf-file
S. Taamallah, X. Bombois and P.M.J. Van den Hof (2012). Optimal control for power-off landing of a small-scale helicopter - a pseudospectral approach. Proc. 2012 American Control Conference, Montreal, Canada, 27-29 June 2012, pp. 914-919. pdf-file
M. Forgione, A. Mesbah, X. Bombois and P.M.J. Van den Hof (2012). Iterative learning control of supersaturation in batch cooling crystallization. Proc. 2012 American Control Conference, Montreal, Canada, 27-29 June 2012, 6455-6460. pdf-file

2011

A. Mesbah, X. Bombois, J. Ludlage and P.M.J. Van den Hof. Closed-loop performance diagnosis using prediction error identification. Proc. 50th IEEE Conference on Decision and Control and European Control Conference (CDC-ECC11), 12-15 December 2011, Orlando, FL, USA, pp. 2969-2974. pdf-file
A. Dankers, R. Tóth, P.S.C. Heuberger, X. Bombois and P.M.J. Van den Hof. Informative data and identifiability in LPV-ARX prediction-error identification. Proc. 50th IEEE Conference on Decision and Control and European Control Conference (CDC-ECC11), 12-15 December 2011, Orlando, FL, USA, pp. 799-804. pdf-file
M. Leskens, A.E.M. Huesman, P.M.J. Van den Hof, S. Belfroid, E. Nennie, P. Verbeek, A. Fuenmayor, R. Henkes. Fast model-based approximation of the closed-loop performance limits of gas/liquid inline separators for accellerated design. In: S. Bittanti, A. Cenedese and S. Zampieri (Eds.), Preprints of the 18th IFAC World Congress, August 28 - September 2, 2011, Milano, Italy, pp. 12307-12312. pdf-file
J.F.M. Van Doren, P.M.J. Van den Hof, J.D. Jansen and O.H. Bosgra. Parameter identification in large-scale models for oil and gas production. In: S. Bittanti, A. Cenedese and S. Zampieri (Eds.), Preprints of the 18th IFAC World Congress, August 28 - September 2, 2011, Milano, Italy, pp. 10857-10862 (invited paper). pdf-file slides
S. Kuiper, P.M.J. Van den Hof and G. Schitter. Towards integrated design of a robust feedback controller and topography estimator for atomic force microscopy. In: S. Bittanti, A. Cenedese and S. Zampieri (Eds.), Preprints of the 18th IFAC World Congress, August 28 - September 2, 2011, Milano, Italy, pp. 12709-12714 (invited paper). pdf-file
X. Bombois, A.J. den Dekker, C.R. Rojas, H. Hjalmarsson and P.M.J. Van den Hof. Optimal experiment design for hypothesis testing applied to functional magnetic resonance imaging. In: S. Bittanti, A. Cenedese and S. Zampieri (Eds.), Preprints of the 18th IFAC World Congress, August 28 - September 2, 2011, Milano, Italy, pp. 9953-9958. pdf-file
S. Djordjevic, O.H. Bosgra and P.M.J. Van den Hof. Boundary control of two-phase fluid flow using the Laplace-space domain. Proc. 2011 American Control Conference, ACC 2011, 29 June - 1 July 2011, San Francisco, CA, USA, pp. 3283-3288. pdf-file
R. Tóth, M. van de Wal, P.S.C. Heuberger and P.M.J. Van den Hof. LPV identification of high performance positioning devices. Proc. 2011 American Control Conference, ACC 2011, 29 June - 1 July 2011, San Francisco, CA, USA, pp. 151-158. pdf-file
N.M. Nikačević, A.E.M. Huesman, P.M.J. Van den Hof and A.I. Stankiewicz. New optimization-based approach to process synthesis – towards the full integration of process design, operation and control. Abstract, AIChE National Spring Meeting, Chicago, IL, 13-17 March 2011. pdf-file
N. Nikačević, A.E.M. Huesman, A. Lexmond, L. Pellens and P.M.J. Van den Hof. Dynamic modelling and optimization of intensified production of fine chemicals in continuous reactors. Abstract, 8th European Congress of Chemical Engineering (ECCE-8), Berlin, 25-29 September 2011. pdf-file
N. Nikačević, A.E.M. Huesman, P.M.J. Van den Hof and A. Stankiewicz. Novel approach to process synthesis based on dynamic optimization and exploitation of process intensification principles. Abstract, European Process Intensification Conference, EPIC 2011, 20-23 June 2011, Manchester, UK. pdf-file
N. Nikačević, A.E.M. Huesman, P.M.J. Van den Hof and A. Stankiewicz. New optimization-based approach to chemical reactor synthesis - towards the full integration of reactor design, operation and control. Abstract, XIX Internat. Conf. on Chemical Reactors "CHEMREACTOR-19", 5-9 September 2010, Vienna, Austria. pdf-file

2010

J.R. van Hulzen, G. Schitter, P.M.J. Van den Hof and J. van Eijk. Dynamics and modal control of piezoelectric tube actuators. Proc. 5th IFAC Symp. Mechatronic Systems, 13-15 September 2010, Cambridge, Massachusetts, USA, pp. 317-323. pdf-file
G. van Essen, J.D. Jansen and P.M.J. Van den Hof. Determination of lower and upper bounds of predicted production from history–matched models. Proc.12th European Conference on the Mathematics of Oil Recovery, ECMOR XII, Oxford, UK, 6-9 September 2010, Paper BO21. pdf-file
G. van Essen, A. Rezapour, P.M.J. Van den Hof and J.D. Jansen. Integrated dynamic optimization and control in reservoir engineering using locally identified linear models. Proc. 49th IEEE Conference on Decision and Control (CDC-2010), 15-17 December 2010, Atlanta, Georgia, USA, pp. 7643-7648. pdf-file
R.S. Blom and P.M.J. Van den Hof. Multivariable frequency domain identification using IV-based linear regression. Proc. 49th IEEE Conference on Decision and Control (CDC-2010), 15-17 December 2010, Atlanta, Georgia, USA, pp. 1148-1153. pdf-file
M. Leskens, P.P. van 't Veen, R. van Kessel, O.H. Bosgra, P.M.J. Van den Hof. Improved economic operation of MSWC
plants with a new model based PID control strategy. Proc. IFAC 9th International Symposium on Dynamics and Control of Process Systems, DYCOPS 2010, 5-7 July 2010, Leuven, Belgium, pp. 641-646. pdf-file
A.E.M. Huesman, O.H. Bosgra and P.M.J. Van den Hof. Towards the systematic design of actuation for process systems.
Proc. IFAC 9th International Symposium on Dynamics and Control of Process Systems, DYCOPS 2010, 5-7 July 2010, Leuven, Belgium, pp. 455-460. pdf-file
R. Tóth, P.M.J. Van den Hof, J. Ludlage and P.S.C. Heuberger. Identification of nonlinear process models in an LPV framework. Proc. IFAC 9th International Symposium on Dynamics and Control of Process Systems, DYCOPS 2010, 5-7 July 2010, Leuven, Belgium, pp. 869-874. pdf-file
A. Mesbah, A.E.M. Huesman, H.J.M. Kramer and P.M.J. Van den Hof. Nonlinear state estimation for closed-loop control of batch crystallization processes. Proc. IFAC 9th International Symposium on Dynamics and Control of Process Systems, DYCOPS 2010, 5-7 July 2010, Leuven, Belgium, pp. 371-376 (keynote lecture). pdf-file
A. Mesbah, A.E.M. Huesman, H.J.M. Kramer and P.M.J. Van den Hof. Stochastic nonlinear observers for industrial seeded batch crystallization processes. Abstract accepted for presentation at the AIChE 2010 Spring Meeting, 21-25 March 2010, San Antonio, TX. pdf-file.
R. Tóth, P.S.C. Heuberger and P.M.J. Van den Hof. A prediction-error identification framework for linear parameter varying systems. Abstract accepted for presentation at 19th Intern. Symp. Mathematical Theory of Networks and Systems (MTNS-2010), 5-9 July 2010, Budapest, Hungary. pdf-file
R.S. Blom, P.M.J. Van den Hof, H.H. Langen and R.H. Munnig Schmidt. Multivariable frequency response estimation of a micro-milling spindle with active magnetic bearings. Abstract to appear in Proc. 10th Euspen International Conference, Delft, The Netherlands, June 2010.
J.R. van Hulzen, G. Schitter, J. van Eijk and P.M.J. Van den Hof. Modal actuation for high speed piezoelectric positioning. Extended abstract accepted for presentation at 10th Euspen International Conference, Delft, The Netherlands, June 2010. pdf-file
A. Mesbah, J. Landlust, C. Versteeg, A.E.M. Huesman, H.J.M. Kramer, J.H.A. Ludlage and P.M.J. Van den Hof. Model-based optimal control of industrial batch crystallizers. To appear in Proc. 20th European Symposium on Computer Aided Process Engineering, ESCAPE20, 6-9 June 2010, Ischa, Napels, Italy. pdf-file
G. van Essen, P.M.J. Van den Hof and J.D. Jansen. Lexicographic optimization of multiple economic objectives
in oil production from petroleum reservoirs. Proc. 2010 American Control Conference, ACC2010, 30 June - 2 July 2010, Baltimore, MD, pp. 1223-1228. pdf-file
S. Djordjevic, O.H. Bosgra, P.M.J. Van den Hof and D. Jeltsema. Boundary actuation structure of linearized two-phase flow. Proc. 2010 American Control Conference, ACC2010, 30 June - 2 July 2010, Baltimore, MD, pp. 3759-3764. pdf-file
J.R. van Hulzen, G. Schitter, P.M.J. Van den Hof and J. van Eijk. Modal actuation for high bandwidth nano-positioning. Proc. 2010 American Control Conference, ACC2010, 30 June - 2 July 2010, Baltimore, MD, pp. 6525-6530. pdf-file

2009

G.M. van Essen, P.M.J. Van den Hof and J.D. Jansen (2009). Hierarchical long-term and short-term production optimization. Paper SPE124332, 2009 SPE Annual Technical Conference and Exhibition, 4-7- October 2009, New Orleans, LA.
X. Bombois, A.J. den Dekker, M. Barenthin and P.M.J. Van den Hof. Effect of model structure and signal-to-noise ratio on finite-time uncertainty bounding in prediction error identification. Proc. Joint 48th IEEE Conference on Decision and Control and
28th Chinese Control Conference, December 16-18, 2009, Shanghai, P.R. China, pp. 494-499. pdf-file
R. Tóth, C. Lyzell, M. Enqvist, P.S.C. Heuberger and P.M.J. Van den Hof. Order and structural dependence selection of LPV-ARX models using a nonnegative Garrote approach. Proc. Joint 48th IEEE Conference on Decision and Control and
28th Chinese Control Conference, December 16-18, 2009, Shanghai, P.R. China, pp. 7406-7411. pdf-file
R. Tóth, M. Lovera, P.S.C. Heuberger and P.M.J. Van den Hof. Discretization of linear fractional representations of LPV systems. Proc. Joint 48th IEEE Conference on Decision and Control and 28th Chinese Control Conference, December 16-18, 2009, Shanghai, P.R. China, pp. 7424-7429. pdf-file
R. Tóth, P.S.C. Heuberger and P.M.J. Van den Hof. An LPV identification framework based on orthonormal basis functions. Proc.15th IFAC Symposium on System Identification, 6-8 July 2009, St. Malo, France, pp. 1328-1333. DOI: 10.3182/20090706-3-FR-2004.00221 pdf-file
M. Gilson, H. Garnier, P.C. Young and P.M.J. Van den Hof. Refined instrumental variable methods for closed-loop system identification. Proc.15th IFAC Symposium on System Identification, 6-8 July 2009, St. Malo, France, pp.284-289. DOI: 10.3182/20090706-3-FR-2004.00046 pdf-file
J.F.M. Van Doren, S.G. Douma, P.M.J. Van den Hof, J.D. Jansen and O.H. Bosgra. Identifiability: from qualitative analysis to model structure approximation. Proc. 15th IFAC Symposium on System Identification, 6-8 July 2009, St. Malo, France, pp. 664-669. DOI: 10.3182/20090706-3-FR-2004.00110 pdf-file slides
P.M.J. Van den Hof, J.D. Janssen, G. van Essen and O.H. Bosgra. Model-based control and optimization of largescale physical systems - challenges in reservoir engineering. Proc. 21st Chinese Control and Decision Conference, June 17-19, 2009, Guilin, China. (invited semi-plenary paper). pdf-file slides
A.E.M. Huesman, P.M.J. Van den Hof and A. Stankiewicz. On the Essential Role of Process Control in Process Intensification. To appear in Proc. 2nd European Process Intensification Conference, GPE-EPIC 2009, 14-17 June 2009, Venice, Italy. pdf-file
A. Tejada, S. van der Hoeven, A.J. den Dekker and P.M.J. Van den Hof. Towards automatic control of scanning transmission electron microscopes. To appear in Proc. 2009 IEEE Multi-Conference on Systems and Control (CCA 2009), 8-10 July 2009, Saint Petersburg, Russia. pdf-file
A.E.M. Huesman, P.M.J. Van den Hof and A. Stankiewicz. On the actuation of process systems. Accepted for presentation at International Symposium on Advanced Control of Chemical Processes ADCHEM 2009, 12-15 July 200, Istanbul, Turkey. pdf-file (Withdrawn)
G. van Essen, P.M.J. Van den Hof and J.D. Janssen. Hierarchical economic optimization of oil production from petroleum reservoirs. Prepr. IFAC Intern. Symp. on Advanced Control of Chemical Processes ADCHEM 2009, 12-15 July 2009, Istanbul, Turkey, pp. 771-775. pdf-file
J.R. van Hulzen, G. Schitter, P.M.J. Van den Hof and J. van Eijk. Load dynamics in piezoelectric actuation. Proc. European Control Conference 2009 (ECC'09), 23-26 August 2009, Budapest, Hungary, ISBN 978-963-311-369-1, pp. 5009-5014. pdf-file
R. Tóth, J.C. Willems, P.S.C. Heuberger and P.M.J. Van den Hof. A behavioral approach to LPV systems. Proc. European Control Conference 2009 (ECC'09), 23-26 August 2009, Budapest, Hungary, ISBN 978-963-311-369-1, pp. 2015-2020. pdf-file
S. Djordjevic, P.M.J. Van den Hof, D. Jeltsema and R. van 't Veen. Control of cavity flow based on a macroscopic observation. Proc. European Control Conference 2009 (ECC'09), 23-26 August 2009, Budapest, Hungary, ISBN 978-963-311-369-1, pp. 1233-1238. pdf-file
A. Mesbah, J. Landlust, J. Wildenberg, H.J.M. Kramer, A.E.M. Huesman and P.M.J. Van den Hof. Model-based optimal control of industrial batch crystallizers. Abstract accepted for presentation at 10th International Symposium on Process Systems Engineering PSE'09, 16-20 August 2009, Salvador, Bahia, Brazil. pdf-file Withdrawn.
J.D. Jansen, S.G. Douma, D.R. Brouwer, P.M.J. Van den Hof, O.H. Bosgra and A.W. Heemink. Closed-loop reservoir management. Paper SPE 119098, 2009 SPE Reservoir Simulation Symposium, 2–4 February 2009, The Woodlands, Texas, USA. pdf-file

2008

A. Mesbah, J. Landlust, A.E.M. Huesman, H.J.M. Kramer, P.M.J. Van den Hof and P.J. Jansens (2008). Model-based optimal operation of seeded batch crystallisation processes. Proc. 17th Intern. Symposium on Industrial Crystallization, ISIC 17, Maastricht, The Netherlands, 14-17 September 2008, Volume 2, pp. 721-729. pdf-file
R. Tóth, P.S.C. Heuberger and P.M.J. Van den Hof (2008). Flexible model structures for LPV identification with static scheduling dependency. Proc. 47th IEEE Conf. Decision and Control, Cancun, Mexico, 9-11 December 2008, pp. 4522-4527. pdf-file.
J.C. Agüero, G.C. Goodwin and P.M.J. Van den Hof (2008). Virtual closed loop identification: a generalized tool for identification in closed loop. Proc. 47th IEEE Conf. Decision and Control, Cancun, Mexico, 9-11 December 2008, pp. 1968-1973. pdf-file.
A.E.M. Huesman, O.H. Bosgra and P.M.J. Van den Hof (2008). Integrating MPC and RTO in the process industry by economic dynamic lexicographic optimization: an open-loop exploration. In L.H. Chiang (Ed.), Proceedings of the AIChE 1908-2008 Meeting, Philadelphia, PA, USA. pdf-file
J.F.M. Van Doren, J.D. Jansen, P.M.J. Van den Hof and O.H. Bosgra (2008). Structural identifiability of grid block and geological parameters in reservoir simulation models. Proc. European Conference Mathematical Oil Recovery (ECMOR) XI, 8-11 September 2008, Bergen, Norway, Paper History Matching 2-4. pdf-file
A. Mesbah, A.N. Kalbasenka, A.E.M. Huesman, H.J.M. Kramer and P.M.J. Van den Hof (2008). Real-time dynamic optimization of batch crystallization processes. In: M.J. Chung, P. Misra and H. Shim (Eds.), Proc. 17th IFAC World Congress, 6-11 July 2008, Seoul, Korea, pp. 3246-3251. pdf-file
X. Bombois, M. Barenthin and P.M.J. Van den Hof (2008). Finite-time experiment design with multisines. In: M.J. Chung, P. Misra and H. Shim (Eds.), Proc. 17th IFAC World Congress, 6-11 July 2008, Seoul, Korea, pp. 11445-11450. pdf-file
J.F.M. Van Doren, P.M.J. Van den Hof, J.D. Jansen and O.H. Bosgra (2008). Determining identifiable parametrizations for large-scale physical models in reservoir engineering. In: M.J. Chung, P. Misra and H. Shim (Eds.), Proc. 17th IFAC World Congress, 6-11 July 2008, Seoul, Korea, pp. 11421-11426. DOI 10.3182/20080706-5-KR-1001.01935 pdf-file slides
A.J. den Dekker, X. Bombois and P.M.J. Van den Hof (2008). Finite sample confidence regions for parameters in prediction error identification using output error models. In: M.J. Chung, P. Misra and H. Shim (Eds.), Proc. 17th IFAC World Congress, 6-11 July 2008, Seoul, Korea, pp. 5024-5029. pdf-file
R.S. Blom and P.M.J. Van den Hof (2008). Estimating cutting forces in micromilling by input estimation from closed-loop data. In: M.J. Chung, P. Misra and H. Shim (Eds.), Proc. 17th IFAC World Congress, 6-11 July 2008, Seoul, Korea, pp. 468-473. pdf-file slides
R. Tóth, F. Felici, P.S.C. Heuberger and P.M.J. Van den Hof (2008). Crucial aspects of zero-order hold LPV state-space system discretization. In: M.J. Chung, P. Misra and H. Shim (Eds.), Proc. 17th IFAC World Congress, 6-11 July 2008, Seoul, Korea, pp. 4952-4957. DOI 10.3182/20080706-5-KR-1001.00832. pdf-file slides
M. Leskens, R.J.P. van der Linden, R.L. van Kessel, O.H. Bosgra and P.M.J. Van den Hof (2008). Nonlinear model predictive control of municipal solid waste combustion plants. To appear in Proc. Intern. Workshop on Assessment and Future Directions of Nonlinear Model Predictive Control, Pavia, Italy, 5-9 September 2008. pdf-file
A.E.M. Huesman, O.H. Bosgra and P.M.J. Van den Hof (2008). Integrating MPC and RTO in the process industry by economic dynamic lexicographic optimization; an open-loop exploration. Proc. Intern. Workshop on Assessment and Future Directions of Nonlinear Model Predictive Control, Pavia, Italy, 5-9 September 2008.

2007

A.E.M. Huesman, O.H. Bosgra and P.M.J. Van den Hof. Degrees of freedom analysis of economic dynamic optimal plantwide operation. In: B. Foss and J. Alvarez (Eds.), Prepr. 8th IFAC International Symposium on Dynamics and Control of Process Systems (DYCOPS 2007), 4-6 June 2007, Cancun, Mexico, Vol. 1, pp. 165-170. pdf-file poster
A.J. den Dekker, X. Bombois and P.M.J. Van den Hof (2007). Likelihood based uncertainty bounding in prediction error identification using ARX models: a simulation study. Proc. European Control Conference 2007, ECC '07, 2-5 July 2007, Kos, Greece, pp. 2879-2887. pdf-file slides
R. Tóth, F. Felici, P.S.C. Heuberger and P.M.J. Van den Hof (2007). Discrete time LPV I/O and state space representations, differences of behavior and pitfalls of interpolation. Proc. European Control Conference 2007, ECC '07, 2-5 July 2007, Kos, Greece, pp. 5418-5425. pdf-file
R.S. Blom, A.M. Hoogstrate, P.M.J. Van den Hof and H.H. Langen (2007). Indirect force measurement of micromilling with an active magnetic bearing spindle. Proc. 10^thCIRP International Workshop on Modeling of Machining Operations, Reggio Calabria, Italy, August 27-28, 2007, pp. 525-532. pdf-file
A. Mesbah, A.N. Kalbasenka, A.E.M. Huesman, H.J.M. Kramer, P.J. Jansens and P.M.J. Van den Hof (2007). Real-time dynamic optimization of crystal yield in a fed-batch evaporative crystallization of ammonium sulphate. Proc. 14th International Workshop on Industrial Crystallization, 9-11 September 2007, Cape Town, South-Africa.
R. Tóth, P.S.C. Heuberger and P.M.J. Van den Hof (2007). LPV system identification with globally fixed orthonormal basis functions. Proc. 46th IEEE Conf. Decision and Control, 12-14 December 2007, New Orleans, LA, pp. 3646-3653. pdf-file

2006

R. Tóth, P.S.C. Heuberger and P.M.J. Van den Hof (2006). Orthonormal basis selection for LPV system identification, the fuzzy-Kolmogorov c-max approach. Proc. 45th IEEE Conf. Decision and Control, 13-15 December 2006, San Diego, CA, 2006, pp. 2529-2534. pdf-file
G.M. van Essen, M.J. Zandvliet, P.M.J. Van den Hof, O.H. Bosgra and J.D. Jansen (2006). Robust waterflooding optimization of multiple geological scenarios. Proc. 2006 SPE Annual Technical Conference & Exhibition, 24-27 September 2006, San Antonio, TX, USA, Paper SPE102913. pdf-file
M.J. Zandvliet, O.H. Bosgra, P.M.J. Van den Hof, J.D. Jansen and H. Kraaijevanger (2006). Bang-bang control in reservoir flooding. Proc. 10th European Conference on Mathematics of Oil Recovery, 4-7 September 2006, Amsterdam, The Netherlands. Paper A040. pdf-file
G.M. van Essen, M.J. Zandvliet, J.D. Jansen, P.M.J. Van den Hof and O.H. Bosgra (2006).
Robust optimization of oil reservoir flooding. Proc. IEEE Intern. Conf. Control Applications, Munich, Germany, October 4-6, 2006, pp. 699-704. pdf-file
J. Schoukens, P.M.J. Van den Hof and R. Pintelon (2006). Reliability of parametric variance estimates for identified transfer functions. Proc. 14th IFAC Symposium on System Identification, 27-29 March 2006, Newcastle, Australia, pp. 1033-1038. pdf-file
S. Douma and P.M.J. Van den Hof (2006). Probabilistic model uncertainty bounding: an approach with finite-time perspectives. Proc. 14th IFAC Symposium on System Identification, 27-29 March 2006, Newcastle, Australia, pp. 1021-1026. pdf-file slides
M. Gilson, H. Garnier, P. Young and P.M.J. Van den Hof (2006). A refined IV method for closed-loop system identification. Proc. 14th IFAC Symposium on System Identification, 27-29 March 2006, Newcastle, Australia, pp. 903-908. pdf-file
R. Tóth, P.S.C. Heuberger and P.M.J. Van den Hof (2006). Optimal pole selection for LPV system identification with OBFs, a clustering approach. Proc. 14th IFAC Symposium on System Identification, 27-29 March 2006, Newcastle, Australia, pp. 356-361. pdf-file slides
S.G. Douma and P.M.J. Van den Hof (2006). Probabilistic uncertainty modelling in output error models with unmodelled dynamics. Proc. 2006 American Control Conference, Minneapolis, MA, June 14-16, 2006, pp. 1677-1682. pdf-file slides

2005

S.G. Douma and P.M.J. Van den Hof (2005). An alternative paradigm for probabilistic uncertainty bounding in prediction error identification. Proc. 44th IEEE Conf. Decision and Control and European Control Conference ECC'05, CDC-ECC'05, December 12-15, 2005, Sevilla, Spain, pp. 4970-4975. pdf-file slides
R. Bos, X. Bombois and P.M.J. Van den Hof (2005). Accelerating simulations of first principle models of complex industrial systems using quasi linear parameter varying models. Proc. 44th IEEE Conf. Decision and Control and European Control Conference ECC'05, CDC-ECC'05, December 12-15, 2005, Sevilla, Spain, pp. 4146-4151. pdf-file poster
S.G. Douma, X. Bombois and P.M.J. Van den Hof (2005). Validity of the standard cross correlation test for model structure validation. Proc. 16th IFAC World Congress, Prague, July 4-8, 2005, paper We-M13-TO/6. pdf-file slides
X. Bombois, G. Scorletti and P.M.J. Van den Hof (2005). Least disturbing closed-loop identification experiment for control. Proc. 16th IFAC World Congress, Prague, July 4-8, 2005, paper Tu-E02-TO/6. pdf-file
M. Leskens, L.B.M. van Kessel, P.M.J. Van den Hof and O.H. Bosgra (2005).
Nonlinear model predictive control with moving-horizon state and disturbance estimation, with application to MSW combustion. Proc. 16th IFAC World Congress, Prague, July 4-8, 2005, paper TU-A04-TP/12. pdf-file
R. Bos, X. Bombois and P.M.J. Van den Hof (2005). Designing a Kalman filter when no noise covariance information is available. Proc. 16th IFAC World Congress, Prague, July 4-8, 2005, paper Fr-M02-TO/5. pdf-file

2004

X. Bombois, G. Scorletti, M. Gevers, R. Hildebrand and P. Van den Hof (2004).
Cheapest open-loop identification for control. Proc. 43rd IEEE Conf. Decision and Control, Paradise Island, Bahamas, December 14-17, 2004, pp. 382-387. pdf-file
X. Bombois, G. Scorletti, P. Van den Hof, M. Gevers, R. Hildebrand (2004).
Least costly identification experiment for control. (Invited paper).
Proc. 16th Intern. Symposium Mathem. Theory of Networks and Systems (MTNS2004), Leuven, Belgium, July 5-9, 2004.
S.G. Douma and P.M.J. Van den Hof. Consequences of the choice of uncertainty
structure in identification for robust control. (Invited paper).
Proc. 16th Intern. Symposium Mathem. Theory of Networks and Systems (MTNS2004), Leuven, Belgium, July 5-9, 2004.
P.S.C. Heuberger and P.M.J. Van den Hof (2004). Generalized orthonormal
basis functions: Hambo transforms and realization theory. (invited paper).
Proc. 16th Intern. Symposium Mathem. Theory of Networks and Systems (MTNS2004), Leuven, Belgium, July 5-9, 2004.
R. Bos, X. Bombois and P.M.J. Van den Hof (2004). On model selection for state estimation for nonlinear systems. Proc. 6th IFAC Symposium on Dynamics and Control of Process Systems (DYCOPS), Cambridge, MA, 5-7 July 2004. pdf-file
X. Bombois, G. Scorletti, P. Van den Hof and M. Gevers (2004). Least costly identification experiment for control. A solution based on a high order model approximation. Proc. 2004 American Control Conference, Boston, MA, June 30 - July 2, 2004, Volume 3, 2818-2823. pdf-file
M. Gilson, H. Garnier and P.M.J. Van den Hof (2004). Instrumental-variable methods for continuous-time model identification in closed-loop. Proc. 2004 American Control Conference, Boston, MA, June 30 - July 2, 2004, Volume 3, pp. 2846-2851. pdf-file
R. Bos and P.M.J. Van den Hof (2004). Accelerating large-scale nonlinear models for monitoring and control using spatial and temporal correlations. Proc. 2004 American Control Conference, Boston, MA, June 30 - July 2, 2004, Volume 4, pp. 3705-3710. pdf-file
M. Leskens and P.M.J. Van den Hof (2004). Closed-loop identification of multivariable processes with part of the inputs controlled. Proc. 2004 American Control Conference, Boston, MA, June 30 - July 2, 2004, Volume 3, pp. 2830-2835. pdf-file

- 2003

S.G. Douma, X.J.A Bombois and P.M.J. Van den Hof (2003).
Validation test based parameter uncertainty versus analysis-based confidence bounds.
In P.M.J. Van den Hof, B. Wahlberg and S. Weiland (Eds.), System Identification 2003 (SYSID 2003), Proc. 13th IFAC Symposium on System Identification, Rotterdam, The Netherlands, 27-29 August 2003. Elsevier, Oxford, UK, 2004, pp. 1825-1830. ISBN 0-08-043709-5. pdf-file preprint
S.G. Douma and P.M.J. Van den Hof (2003).
Relation between uncertainty structures in identification for robust control. In P.M.J. Van den Hof, B. Wahlberg and S. Weiland (Eds.), System Identification 2003 (SYSID 2003), Proc. 13th IFAC Symposium on System Identification, Rotterdam, The Netherlands, 27-29 August 2003. Elsevier, Oxford, UK, 2004, pp. 33-38. ISBN 0-08-043709-5. pdf-file preprint
M. Gilson and P.M.J. Van den Hof (2003).
IV methods for closed-loop system identification. In P.M.J. Van den Hof, B. Wahlberg and S. Weiland (Eds.), System Identification 2003 (SYSID 2003), Proc. 13th IFAC Symposium on System Identification, Rotterdam, The Netherlands, 27-29 August 2003. Elsevier, Oxford, UK, 2004, pp. 513-518. ISBN 0-08-043709-5. pdf-file preprint slides
S.G. Douma and P.M.J. Van den Hof (2002).
On the choice of uncertainty structure in identification for robust control. Proc. 41th IEEE Conf. Decision and Control, Las Vegas, NA, December 10-13, 2002, pp. 4198-2103. IEEE, Piscataway, NJ, ISBN: 0-7803-7517-3. pdf-file Slides
X. Bombois, G. Scorletti, B.D.O. Anderson, M. Gevers and P. Van den Hof (2002).
A new robust control design procedure based on a PE identification uncertainty set. In: E.F. Camacho, L. Basanez and J.A. de la Puente (Eds.), Prepr. 15th IFAC World Congress, Barcelona, Spain, 21-26 July 2002, paper T-Tu-A01. pdf-file
S.G. Douma, P.M.J. Van den Hof and O.H. Bosgra (2002).
Controller tuning freedom under plant identification uncertainty: double Youla beats gap in robust stability. In: E.F. Camacho, L. Basanez and J.A. de la Puente (Eds.), Prepr. 15th IFAC World Congress, Barcelona, Spain, 21-26 July 2002, paper T-Tu-A15. pdf-file
P.S.C. Heuberger, T.J. de Hoog, P.M.J. Van den Hof, Z. Szabo and J. Bokor (2001).
Minimal partial realization from orthonormal basis function expansions. Proc. 40th IEEE Conf. Decision and Control, Orlando, FL, USA, 4-7 December 2001, pp. 3673-3678. IEEE, Piscataway, NJ, ISBN: 0-7803-7063-5. pdf-file
P.M.J. Van den Hof and M. Gilson (2001).
Closed-loop system identification via a tailor-made IV method. Proc. 40th IEEE Conf. Decision and Control, Orlando, FL, USA, 4-7 December 2001, pp. 4314-4319. IEEE, Piscataway, NJ, ISBN: 0-7803-7063-5. pdf-file
M. Gilson and P.M.J. Van den Hof (2001).
New insights in closed-loop identification with bias-eliminated least-squares (BELS). In: J.L. Martins de Carvalho, F.A.C.C. Fontes and M.d.R. de Pinho (Eds.), Proc. European Control Conference ECC'01, 4-7 September 2001, Porto, Portugal, pp. 1428-1433. pdf-file
S.G. Douma, P.M.J. Van den Hof and O.H. Bosgra (2001).
Controller tuning freedom under plant identification uncertainty: double Youla beats gap in robust stability. Proc. 2001 American Control Conference, Arlington, Virginia, June 25-27, 2001, pp. 3153-3158. IEEE, Piscataway, NJ, ISBN: 0-7803-6497-X. pdf-file
P.M.J. Van den Hof (2001).
Identification of experimental models for control design. Proc. IEEE Instrumentation and Measurement Technology Conference, IMTC-2001, Budapest, Hungary, May 21-23, 2001, Vol. 2, pp. 1155-1162. IEEE, Piscataway, NJ, ISBN 0-7803-6646-8. (invited semi-plenary state-of-the-art lecture). pdf-file
T.J. de Hoog, P.S.C. Heuberger and P.M.J. Van den Hof (2000). A general transform theory of rational orthonormal basis function expansions. Proc. 39th IEEE Conf. Decision and Control, December 12-15, 2000, Sydney, Australia, pp. 4649-4654. IEEE, ISBN 0-7803-6641-7. pdf-file
S.G. Douma, T.J. de Hoog and P.M.J. Van den Hof (2000). Wavelets and variance reduction in non-parametric transfer function estimation. Proc. 39th IEEE Conf. Decision and Control, December 12-15, 2000, Sydney, Australia, pp. 3327-3330. IEEE, ISBN 0-7803-6641-7. pdf-file
P.M.J. Van den Hof, B. Wahlberg, P. Heuberger, B. Ninness, J. Bokor and T. Oliveira e Silva (2000). Modelling and identification with rational orthogonal basis functions. In: R. Smith (Ed.), System Identification 2000 (SYSID 2000). Proc. 12th IFAC Symposium on System Identification, Santa Barbara, CA, USA, 21-23 June 2000, Volume 2, pp. 445-456. Elsevier Science Ltd., Oxford, 2001, ISBN 0-08-043545-9. (invited tutorial paper).
P.M.J. Van den Hof, R.A. de Callafon and E.T. van Donkelaar(2000). CLOSID - A Matlab toolbox for closed-loop system identification. In: R. Smith (Ed.), System Identification 2000 (SYSID 2000). Proc. 12th IFAC Symposium on System Identification, Santa Barbara, CA, USA, 21-23 June 2000, Volume 3, pp. 857-862. Elsevier Science Ltd., Oxford, 2001, ISBN 0-08-043545-9. pdf-file
T.J. de Hoog, P.S.C. Heuberger and P.M.J. Van den Hof (2000). Partial realization in generalized bases: algorithm and example. In: R. Smith (Ed.), System Identification 2000 (SYSID 2000). Proc. 12th IFAC Symposium on System Identification, Santa Barbara, CA, USA, 21-23 June 2000, Volume 2, pp. 469-474.
Elsevier Science Ltd., Oxford, 2001, ISBN 0-08-043545-9. (invited paper).
R.A. de Callafon and P.M.J. Van den Hof (2000). Closed-loop model validation using coprime factor uncertainty models. In: R. Smith (Ed.), System Identification 2000 (SYSID 2000). Proc. 12th IFAC Symposium on System Identification, Santa Barbara, CA, USA, 21-23 June 2000, Volume 1, pp. 43-48. Elsevier Science Ltd., Oxford, 2001, ISBN 0-08-043545-9. (invited paper) OpenAccess
T.J. de Hoog, P.S.C. Heuberger and P.M.J. Van den Hof (1999). On partial realization and interpolation of models from orthogonal basis function expansions. Proc. 38th IEEE Conf. Decision and Control, December 7-10, 1999, Phoenix, AZ, pp. 3212-3217. pdf-file
E.T. van Donkelaar, O.H. Bosgra and P.M.J. Van den Hof (1999). Constrained model predictive control with on-line input parametrization. Proc. 38th IEEE Conf. Decision and Control, December 7-10, 1999, Phoenix, AZ, pp. 3718-3721. pdf-file
P.S.C. Heuberger, T.J. de Hoog and P.M.J. Van den Hof (1999). Approximation and realization using generalized orthonormal bases. Proc. European Control Conference, 31 August - 3 September 1999, Karlsruhe, Germany, Paper CP-3-01 (6pp.). (invited paper). pdf-file
E.T. van Donkelaar, O.H. Bosgra and P.M.J. Van den Hof (1999). Model predictive control with generalized input parametrization. Proc. European Control Conference, 31 August - 3 September 1999, Karlsruhe, Germany, Paper CP-12-06 (6pp.). pdf-file
H. Dötsch, P. Van den Hof, O.H. Bosgra and M. Steinbuch (1999). Performance enhancement on the basis of identified model uncertainty sets with application to a CD mechanism. In: A. Isidori and C.V. Hollot (Ed.), Nonlinear System II, Optimal Control. Proc. 14th IFAC World Congress, 5-9 July 1999, Beijing, P.R. China, Volume G, pp. 97-102. Elsevier Science, Oxford, UK, ISBN 0-08-0432484. pdf-file
P.M.J. Van den Hof and R.A. de Callafon (1999). Process control-relevant and closed-loop identification. In: T. McAvoy, W. Marquardt and S.L. Jamsa-Jounela (Eds.), Chemical Process Control, Mineral and Metal Processing. Proc. 14th IFAC World Congress, 5-9 July 1999, Beijing, P.R. China, Volume N, pp. 67-72. Elsevier Science, Oxford, UK, ISBN 0-08-0432484, (invited paper). OpenAccess
P.S.C. Heuberger, Z. Szabo, T.J. de Hoog, P.M.J. Van den Hof and J. Bokor (1999). Realization algorithms for expansions in generalized orthonormal basis functions. In: H.F. Chen and B. Wahlberg (Eds.), Modeling, Identification, Signal Processing }. Proc. 14th IFAC World Congress, 5-9 July 1999, Beijing, P.R. China, Volume H, pp. 385-390. Elsevier Science, Oxford, UK, ISBN 0-08-0432484. OpenAccess
P.M.J. Van den Hof (1998). On the relevance of closed-loop experiments in identification for control. Proc. 1998 Brasilian Control Conference, September 14-18, 1998, Uberlândia, Brazil, (invited plenary paper).
T.J. de Hoog, P.S.C. Heuberger and P.M.J. Van den Hof (1998). System approximation using orthogonal basis functions: analysis in the transform domain. Proc. Intern. Symposium MTNS'98, June 1998, Italy. (invited paper).
E.T. van Donkelaar, P.S.C. Heuberger and P.M.J. Van den Hof (1998). Identification of a fluidized catalytic cracking unit: an orthonormal basis function approach. Proc. 1998 American Control Conf., Philadelphia, PA, 24-26 June 1998, pp. 1914-1917. pdf-file
L.G. Silvis, A. Hof, P.M.J. Van den Hof abd A.J. Clemmens (1998). System identification on open channels. In: V. Babovic and L.C. LArsen (Eds.), Proc. 3rd International Conf. on Hydroinformatics, Vol. I, Kopenhagen, Denmark, 24-26 August 1998, pp. 219-224. pdf-file
A. Hof, L.G. Silvis, R. Brouwer, P.M.J. Van den Hof and A.J. Clemmens (1998). Identification of open-channel characteristics. In: D.J. Walker and T.M. Daniell (Eds.), Proc. Hydra Storm '98, 27-30 September 1998, Adelaide, Australia, pp. 83-88. pdf-file
M. Milanese, M. Taragna and P.M.J. Van den Hof (1997). Closed-loop identification of uncertainty models for robust control design: a set-membership approach. Proc. 36th IEEE Conf. Decision and Control, San Diego, 10-12 December 1997, pp. 2447-2452, (invited paper).
R.A. de Callafon and P.M.J. Van den Hof (1997). Multivariable feedback relevant system identification of a wafer stepper system. Proc. DETC'97, 1997 ASME Design Engineering Technical Conference, Sacramento, 14-17 September 1997, paper VIB-4243, (invited paper). pdf-file
R.A. de Callafon and P.M.J. Van den Hof (1997). Connecting system identification and robust control by a factorization approach. In: Y. Sawaragi and S. Sagara (Eds), System Identification (SYSID'97), Proc. 11th IFAC Symp. System Identification, Kitakyushu, Japan, 8-11 July 1997. IFAC Proceedings Series, Vol. 1, pp. 131-136, (invited paper). OpenAccess
P.M.J. Van den Hof, R.A. de Callafon and E.T. van Donkelaar (1997). CLOSID - A closed-loop system identification toolbox for Matlab. In: Y. Sawaragi and S. Sagara (Eds), System Identification (SYSID'97), Proc. 11th IFAC Symp. System Identification, Kitakyushu, Japan, 8-11 July 1997. IFAC Proceedings Series, Vol. 2, pp. 937-942. pdf-file
M. Gevers, L. Ljung and P.M.J. Van den Hof (1997). Asymptotic variance expressions for closed-loop identification and their relevance in identification for control. In: Y. Sawaragi and S. Sagara (Eds), System Identification (SYSID'97), Proc. 11th IFAC Symp. System Identification, Kitakyushu, Japan, 8-11 July 1997. IFAC Proceedings Series, Vol. 3, pp. 1393-1398. pdf-file
P.M.J. Van den Hof (1997). Closed-loop issues in system identification. In: Y. Sawaragi and S. Sagara (Eds), System Identification (SYSID'97), Proc. 11th IFAC Symp. System Identification, Kitakyushu, Japan, 8-11 July 1997. IFAC Proceedings Series, Vol. 3, pp. 1547-1560, (invited plenary paper). pdf-file
E.T. van Donkelaar and P.M.J. Van den Hof (1997). Analysis of closed-loop identification with a tailor-made parametrization. Proc. European Control Conference (ECC97), Brussels, Belgium, 1 - 4 July, 1997, Vol. 4, Paper TH-A F4. pdf-file
R.A. de Callafon and P.M.J. Van den Hof (1997). Low order control design by feedback relevant identification and closed-loop controller reduction. In C.Banyasz (Ed.), Robust Control Design (ROCOND'97), Proc. 2nd IFAC Symp. on Robust Control Design, Budapest, Hungary, 25-27 June 1997. IFAC Proceedings Series, 1997, pp. 39-44,
(invited paper). pdf-file
R.A. de Callafon, D. de Roover, P.M.J. Van den Hof (1996). Multivariable least squares frequency domain identification using polynomial matrix fraction descriptions. Proc. 35th IEEE Conference on Decision and Control, Kobe, Japan, 11 - 13 December 1996, pp. 2030-2035. pdf-file
P.M.J. Van den Hof and R.A. de Callafon (1996). Multivariable closed-loop identification: from indirect identification to dual-Youla parametrization. Proc. 35th IEEE Conference on Decision and Control, Kobe, Japan, 11 - 13 December 1996, pp. 1397-1402. pdf-file
P.M.J. Van den Hof, E.T. van Donkelaar, H.G.M. Dötsch and R.A. de Callafon (1996). Control-relevant uncertainty modelling directed towards performance robustness. In: J.J. Gertler, J.B. Cruz and M. Peshkin (Eds.), Proc. 13th IFAC World Congress, San Francisco, USA, 30 June - 5 July 1996, Volume I, Identification I, pp. 103-108, (invited paper). pdf-file
P.S.C. Heuberger and P.M.J. Van den Hof (1996). The Hambo transform: a signal and system transform induced by generalized orthonormal basis functions. In: J.J. Gertler, J.B. Cruz and M. Peshkin (Eds.), Proc. 13th IFAC World Congress, San Francisco, USA, 30 June - 5 July 1996, Volume I, Identification I, pp. 357-362, (invited paper). pdf-file
P.S.C. Heuberger and P.M.J. Van den Hof (1996). Basis functions induced by balanced realizations of inner functions, and their role in system approximations. Proc. Intern. Symposium Mathem. Theory Networks and Systems, MTNS96, St. Louis, MO, 24-28 June, 1996, (invited paper) pdf-file
R.A. de Callafon, P.M.J. Van den Hof, P.M.M. Bongers (1995). A unified approach to stability robustness for uncertainty descriptions based on fractional model representations. Proc. 34th IEEE Conf. Decision and Control, New Orleans, LA, 13-15 December 1995, pp. 1976-1981. pdf-file
D.K. de Vries, P.M.J. Van den Hof (1995). Frequency domain identification with generalized orthonormal basis functions. Proc. 34th IEEE Conf. Decision and Control, New Orleans, LA, 13-15 December 1995, pp. 1240-1245. pdf-file
H.G.M. Dötsch, H.T. Smakman, P.M.J. Van den Hof and M. Steinbuch (1995). Adaptive repetitive control of a compact disc mechanism. Proc. 34th IEEE Conf. Decision and Control, New Orleans, LA, 13-15 December 1995, pp. 1720-1725. pdf-file
R.A. de Callafon and P.M.J. Van den Hof (1995). Control relevant identification for ${\cal H}_\infty$-norm based performance specifications. Proc. 34th IEEE Conf. Decision and Control, New Orleans, LA, 13-15 December 1995, pp. 3498-3503. pdf-file
R.G. Hakvoort and P.M.J. Van den Hof (1995). A practically feasible procedure for identification of ${\cal H}_\infty$ error bounds. Proc. 3rd European Control Conference, September 5-8, 1995, Rome, Italy, pp. 925-930, (invited paper). pdf-file
R.A. de Callafon and P.M.J. Van den Hof (1995). Filtering and parametrization issues in feedback relevant identification based on fractional model representations. Proc. 3rd European Control Conference, September 5-8, 1995, Rome, Italy, pp. 441-446. pdf-file
S. Schinkel, A.C. van der Klauw, T.J.J. van den Boom, P.M.J. Van den Hof (1995). Input design for frequency-function variance reduction in prediction error identification. Proc. 3rd European Control Conference, September 5-8, 1995, Rome, Italy, pp. 2112-2117. pdf-file
P.M.J. Van den Hof, P.S.C. Heuberger, J. Bokor (1995). Identification with generalized orthonormal basis functions - statistical analysis and error bounds. In: M. Blanke and T. Söderström (Eds.), System Identification (SYSID'94). Proc. 10th IFAC Symposium on System Identification, July 4-6, 1994, Copenhagen, Denmark. IFAC Postprint Volumes IPPV, Pergamon, Oxford, UK, 1995, pp. 1169-1174, (invited paper).
H. Dötsch and P.M.J. Van den Hof (1995). Test for local structural identifiability of high order non-linear parametrized state space models. In: M. Blanke and T. Söderström (Eds.), System Identification (SYSID'94). Proc. 10th IFAC Symposium on System Identification, July 4-6, 1994, Copenhagen, Denmark. IFAC Postprint Volumes IPPV, Pergamon, Oxford, UK, 1995, pp. 1001-1006.
P.M.J. Van den Hof and R.J.P. Schrama (1995). Identification and control -- closed loop issues. In: M. Blanke and T. Söderström (Eds.), System Identification (SYSID'94). Proc. 10th IFAC Symposium on System Identification, July 4-6, 1994, Copenhagen, Denmark. IFAC Postprint Volumes IPPV, Pergamon, Oxford, UK, 1995, pp. 311-324, (invited semi-plenary survey paper).
D.K. de Vries, P.M.M. Bongers and P.M.J. Van den Hof (1995). Application of estimated error bounds in robust control of a wind energy conversion system. In: M. Blanke and T. Söderström (Eds.), System Identification (SYSID'94). Proc. 10th IFAC Symposium on System Identification, July 4-6, 1994, Copenhagen, Denmark. IFAC Postprint Volumes IPPV, Pergamon, Oxford, UK, 1995, pp. 425-430, (invited paper).
R.A. de Callafon, P.M.J. Van den Hof and D.K. De Vries (1995). Identification and control of a compact disc mechanism using fractional representations. In: M. Blanke and T. Söderström (Eds.), System Identification (SYSID'94). Proc. 10th IFAC Symposium on System Identification, July 4-6, 1994, Copenhagen, Denmark. IFAC Postprint Volumes IPPV, Pergamon, Oxford, UK, 1995, pp. 431-436. pdf-file
P.M.J. Van den Hof, P.S.C. Heuberger and J. Bokor (1994). System identification with generalized orthonormal basis functions. Proc. 33rd IEEE Conf. Decision and Control, December 14-16, 1994, Lake Buena Vista, FL, pp. 3382-3387, (invited paper).
R.G. Hakvoort and P.M.J. Van den Hof (1994). An instrumental variable procedure for the identification of probabilistic frequency response uncertainty regions. Proc. 33rd IEEE Conf. Decision and Control, December 14-16, 1994, Lake Buena Vista, FL, pp. 3596-3601.
P.S.C. Heuberger, P.M.J. Van den Hof and O.H. Bosgra (1994). On orthogonal basis functions that contain system dynamics. In: U. Helmke, R. Mennicken and J. Saurer (Eds.), Systems and Networks: Mathematical Theory and Applications. Proc. Intern. Symp. MTNS'93, Regensburg, Germany, August 2-6, 1993, Vol. II, pp. 213-216.
D.K. de Vries and P.M.J. Van den Hof (1994). A mixed deterministic-probabilistic approach for quantifying uncertainty in transfer function estimation. In: R.S. Smith and M. Dahleh (Eds.), The Modeling of Uncertainty in Control Systems; Proc. 1992 Santa Barbara Workshop. Lecture Notes in Control and Information Sciences, Vol. 192, Springer Verlag, London, pp. 221-233. (invited paper).
R.G. Hakvoort and P.M.J. Van den Hof (1994). Identification of model error bounds in $\ell_1$ and ${\cal H}_\infty$-norm. In: R.S. Smith and M. Dahleh (Eds.), The Modeling of Uncertainty in Control Systems; Proc. 1992 Santa Barbara Workshop. Lecture Notes in Control and Information Sciences, Vol. 192, Springer Verlag, London, pp. 139-155. (invited paper).
P.M.J. Van den Hof, R.J.P. Schrama and P.M.M. Bongers (1994). On nominal models, model uncertainty and iterative methods in identification and control design. In: R.S. Smith and M. Dahleh (Eds.), The Modeling of Uncertainty in Control
Systems; Proc. 1992 Santa Barbara Workshop. Lecture Notes in Control and Information Sciences, Vol. 192, Springer Verlag, London, pp. 39-50. (invited paper).
R.J.P. Schrama and P.M.J. Van den Hof (1994). Iterative identification and control design: a worked out example. In: R.S. Smith and M. Dahleh (Eds.), The Modeling of Uncertainty in Control Systems; Proc. 1992 Santa Barbara Workshop. Lecture Notes in Control and Information Sciences, Vol. 192, Springer Verlag, London, pp. 289-302. (invited paper).
R.G. Hakvoort, P.M.J. Van den Hof and O.H. Bosgra (1993). Consistent parameter bounding identification using cross-covariance constraints on the noise. Proc. 32nd IEEE Conf. Decision and Control, San Antonio, TX, USA, December 15-17, 1993, pp. 2601-2606.
P.M.J. Van den Hof, R.J.P. Schrama, O.H. Bosgra and R.A. de Callafon (1993). Identification of normalized coprime plant factors for iterative model and controller enhancement. Proc. 32nd IEEE Conf. Decision and Control, San Antonio, TX, USA, December 15-17, 1993, pp. 2839-2844. (invited paper).
R.A. de Callafon, P.M.J. Van den Hof and M. Steinbuch (1993). Control relevant identification of a compact disc pick-up mechanism. Proc. 32nd IEEE Conf. Decision and Control, San Antonio, TX, USA, December 15-17, 1993, pp. 2050-2055. pdf-file
P.S.C. Heuberger, P.M.J. Van den Hof and O.H. Bosgra (1993). A generalized orthonormal basis for linear dynamical systems. Proc. 32nd IEEE Conf. Decision and Control, San Antonio, TX, USA, December 15-17, 1993, pp. 2850-2855.
D.K. de Vries and P.M.J. Van den Hof (1993). Quantification of model uncertainty from experimental data: a mixed deterministic - probabilistic approach. Proc. 32nd IEEE Conf. Decision and Control, San Antonio, TX, USA, December 15-17, 1993, pp. 3512-3513.
P.S.C. Heuberger P.M.J. Van den Hof and O.H. Bosgra (1993). Modelling linear dynamical systems through generalized orthonormal basis functions. Prepr. 12th IFAC World Congress, July 19-23, 1993, Sydney, Australia, vol. 5, pp. 283-286.
(invited paper).
D.K. de Vries and P.M.J. Van den Hof (1993). Quantification of uncertainty in transfer function estimation: a mixed deterministic - probabilistic approach. Prepr. 12th IFAC World Congress, July 19-23, 1993, Sydney, Australia, vol. 8, pp. 157-160.
R.J.P. Schrama and P.M.J. Van den Hof (1993). Iterative identification and control design: A three step procedure with robustness analysis. Proc. 2nd European Control Conf., June 28 - July 1, 1993, Groningen, The Netherlands, pp. 237-241.
P.M.J. Van den Hof, R.J.P. Schrama and O.H. Bosgra (1992). An indirect method for transfer function estimation from closed loop data. Proc. 31st IEEE Conf. Decision and Control, December 16-18, 1992, Tucson, AZ, pp. 1702-1706.
R.G. Hakvoort, R.J.P. Schrama and P.M.J. Van den Hof (1992). Approximate identification in view of LQG feedback design. Proc. 1992 American Control Conference, June 24-26, 1992, Chicago, IL, pp. 2824-2828. (invited paper).
D.K. de Vries and P.M.J. Van den Hof (1992). Quantification of model uncertainty from data: input design, interpolation, and connection with robust control design specifications. Proc. 1992 American Control Conference, June 24-26, 1992, Chicago, IL, pp. 3170-3175.
R.J.P. Schrama and P.M.J. Van den Hof (1992). An iterative scheme for identification and control design based on coprime factorizations. Proc. 1992 American Control Conference, June 24-26, 1992, Chicago, IL, pp. 2842-2846. (invited paper).
P.M.J. Van den Hof, D.K. de Vries and P. Schoen (1992). On relaxed delay structure conditions in closed loop identifiability problems. In: C. Banyasz and L. Keviczky (Eds.), Identification and System Parameter Estimation 1991. IFAC Symposia Series 1992, No. 3, Pergamon Press, Oxford, UK, pp. 1091-1096. Selected Papers from the Ninth IFAC/IFORS Symp., Budapest, Hungary, July 8-12, 1991.
S. de Wolf and P.M.J. Van den Hof (1992). Identification of a pilot plant crystallization process with output error methods. In: C. Banyasz and L. Keviczky (Eds.), Identification and System Parameter Estimation 1991. IFAC Symposia Series 1992, No. 3, Pergamon Press, Oxford, UK, pp. 133-138. Selected Papers from the Ninth IFAC/IFORS Symp., Budapest, Hungary, July 8-12, 1991. (invited paper).
P.M.J. Van den Hof (1992). Discriminability of linear models under closed loop observations. In: H. Kimura and S. Kodama (Eds.), Recent Advances in Mathematical Theory of Systems, Control, Networks and Signal Processing I. Proc. International Symposium MTNS-91, Kobe, Japan. Mita Press, Tokyo, pp. 233-238.
P.M.J. Van den Hof (1991). Approximate identification with linear regression models. Proc. 30th IEEE Conf. Decision and Control, December 11-13, 1991, Brighton, UK, pp. 3108-3113. (invited paper).
P.M.J. Van den Hof (1991). On residual-based approximate identification. Invited for presentation at IIASA Workshop "From Data to Model", June 24-28, 1991, Laxenburg, Austria.
P.M.J. Van den Hof (1990). On the order and structural indices of linear systems represented in polynomial form. In: V. Utkin and U. Jaaksoo (Eds.), Automatic Control in the Service of Mankind. IFAC Proceedings Series, 1991, No. 1,
pp. 293-298. Proc. 11th IFAC World Congress, Tallinn, Estonia, August 13-18, 1990.
P.M.J. Van den Hof (1989). A deterministic approach to approximate modelling of input-output data. Proc. 28th IEEE Conference on Decision and Control, (CDC-89), December 13-15, 1989, Tampa, Florida, pp. 659-664. pdf-file
P.M.J. Van den Hof (1989). On discriminable model sets in residual-based system identification. In: M.A. Kaashoek, J.H. van Schuppen and A.C.M. Ran (Eds.), Realization and Modelling in System Theory. Progress in Systems and Control Theory 3, Birkhäuser Boston Inc., Boston, 1990, Volume 1, pp. 481-488. Proc. Intern. Symposium MTNS-89,
Amsterdam, June 19-23, 1989.
P.M.J. Van den Hof (1988). A criterion based approach to parametrization and identification of multivariable systems. In: Han-Fu Chen (Ed.), Identification and System Parameter Estimation, IFAC Proceedings Series 1989, No. 8, pp. 715-720.
Proc. 8th IFAC/IFORS Symp. on Identification and System Param. Estim., August 27-31, 1988, Beijing, P.R. China. (invited paper).
P.M.J. Van den Hof and P.H.M. Janssen (1986). Some asymptotic properties of multivariable models identified by equation error techniques. Proc. 25th IEEE Conf. Decision and Control, December 10-12, 1986, Athens, Greece, pp. 2006 - 2011.
A.A.H. Damen, R.L. Moses, P.M.J. Van den Hof and Y. Tomita (1986). Bounds on the simulation power of equation error estimates. Proc. 25th IEEE Conf. Decision and Control, December 10-12, 1986, Athens, Greece, pp. 1646 - 1647.
A.K. Hajdasinski, P.M.J. Van den Hof and A.A.H. Damen (1984). Naive approximate realization of noisy data. In: J. Gertler and L. Keviczky (Eds.), A Bridge Between Control Science and Technology, IFAC Proc. Series, 1985, No. 2, pp. 699-704. Proc. 9th IFAC World Congress, July 2-6, 1984, Budapest, Hungary.
P.M.J. Van den Hof, A.A.H. Damen and A.K. Hajdasinski (1984). Multivariable partial realization and the aspect of uniqueness. In: J. Gertler and L. Keviczky (Eds.), A Bridge Between Control Science and Technology, IFAC Proc. Series, 1985, No. 1, pp. 175-180. Proc. 9th IFAC World Congress, July 2-6, 1984, Budapest, Hungary. pdf-file

Reports

H.J. Dreef, M.C.F. Donkers and P.M.J. Van den Hof (2020). Identifiability of linear dynamic networks through switching modules. Report Control Systems Group, Eindhoven University of Technology, The Netherlands, December 2020. Extended version of paper that appeared in IFAC PapersOnLine 54-7 (2021, 37-42, Proc. IFAC SYSID 2021. pdf-file
P.M.J. Van den Hof, K.R. Ramaswamy, S. Shi and H.J. Dreef (2020). Identifiability and data-informativity for single module identification in dynamic networks. Extended abstract, accepted for presentation at the 24th International Symposium on Mathematical Theory of Networks and Systems (MTNS2020), 23-27 August 2021, Cambridge, UK. Unpublished because of cancellation of Symposium. pdf-file
H.J. Dreef, M.C.F. Donkers and P.M.J. Van den Hof (2020). Identifiability of linear dynamic networks through switching modules. Submitted to 59th IEEE Conf. Decision and Control, Jeju Island, Republic of Korea, 8-11 December 2020. pdf-file
S. Shi, X. Cheng and P.M.J. Van den Hof (2020). Graphical conditions for network identifiability of a single module with unmeasured input or output. Submitted to 59th IEEE Conf. Decision and Control, Jeju Island, Republic of Korea, 8-11 December 2020. pdf-file
T.R.V. Steentjes, M.Lazar and P.M.J. Van den Hof (2019). Distributed H2 Control for Interconnected Discrete-Time Systems: A Dissipativity-based Approach. Submitted to IEEE Trans. Control of Network Systems, 2019.
P.M.J. Van den Hof, K.R. Ramaswamy, A.G. Dankers and G. Bottegal. Local module identification in dynamic networks with correlated noise: the full input case. Submitted to 2019 American Control Conference, Philadelphia, USA, July 10-12, 2019. pdf-file
E.G.D. Barros, P.M.J. Van den Hof and J.D. Jansen. Clustering techniques for value-of-information assessment in closed-loop reservoir management. Submitted for publication in Computational Geosciences, 2017. pdf-file
M. M. Siraj, P.M.J. Van den Hof and J.D. Jansen. Robust closed-loop reservoir management using residual analysis. Report 21 October 2017, Eindhoven University of Technology. Submitted for publication in Journal of Petroleum Science & Engineering, 2017. pdf-file
S. Taamallah, X. Bombois, R. Toth and P.M.J. Van den Hof. LPV modelling with affine dependence: a local H_\infty approach. Submitted for publication in Int. J. Robust and Nonlinear Control, 2016. pdf-file
M.M. Siraj, M.G. Potters and P.M.J. Van den Hof. Local module identification in dynamic networks: do more inputs guarantee smaller variance? Report 21 December 2017, revised 27 April 2018. arXiv:1804.10389 [cs.SY].
M.M. Siraj, P.M.J. Van den Hof and J.D. Jansen. Asymmetric risk measures for optimizing economic performance of oil reservoirs. Submitted for publication in Journal of Process Control. pdf-file
H.H.M. Weerts, P.M.J. Van den Hof and A.G. Dankers (2016). Identifiability of dynamic netwoks with noisy and noise-free nodes. Report, 26 August 2016. pdf-file
arXiv:1609.00864 [cs.SY]
S. Haesaert, A. Abate and P.M.J. Van den Hof (2015). Verification of general Markov decision processes: policy refinement via approximate similarity relations. Submitted for presentation at 22nd Intern. Conference on Tools and Algorithms for the Construction and Analysis of Systems (TACAS'16), 4-8 April 2016, EIndhoven, The Netherlands.
M.G. Potters, M.Forgione, X. Bombois and P.M.J. Van den Hof. Least-costly experiment design for uni-parametric linear models: an analytic approach. Submitted for presentation at 53rd IEEE Conf. Decision and Control, Los Angeles, CA, 15-17 December 2014. pdf-file
S. Haesaert, A. Abate and P.M.J. Van den Hof. Data-driven and model-based verification: a Bayesian identification approach.Submitted for presentation at 26th Intern. Conf. Computer Aided Verification (CAV2014), July 18-22, 2014, Vienna, Austria.
A. Virag, A. Jokic, P.P.J. van den Bosch and P.M.J. Van den Hof. On identification of interconnected control areas for the purpose of secondary control. Submitted for publication in IEEE Trans. on Smart Grids, 2013.
N. Nikačević, A.E.M. Huesman, A.I. Stankiewicz and P.M.J. Van den Hof (2011). A new methodology for process synthesis based on process intensification concepts - integration of operation and design. Submitted for publication in AIChE Journal, 2011.
S. Djordjevic, O.H. Bosgra, P.M.J. Van den Hof and D. Jeltsema (2011). Control-oriented modeling of two-phase flow and input/output structures for boundary control. Submitted for publication in Journal of Process Control. pdf-file
J.F.M. Van Doren, P.M.J. Van den Hof. S.G. Douma, J.D. Jansen and O.H. Bosgra. Identification of parameters in large scale physical model structures. Report 10-022, Delft Center for Systems and Control, Delft University of Technology, 16 December 2009. pdf-file
P.M.J. Van den Hof, S.G. Douma, A.J. den Dekker and X. Bombois. Probabilistic model uncertainty bounding in prediction error identification based on alternative test statistics. Report 09-019, Delft Center for Systems and Control, Delft University of Technology, 8 January 2009. pdf-file
P.M.J. Van den Hof and S.G. Douma. An IV-based iterative linear regression algorithm with optimal output error properties. Report 09-018, Delft Center for Systems and Control, Delft University of Technology, 4 November 2008. pdf-file
P.S.C. Heuberger and P.M.J. Van den Hof. The Hambo transform: a signal and system transform induced by generalized orthonormal basis functions. Report Mechanical Engineering Systems and Control Group, Delft University of Technology, 20 March 1998. pdf-file
A.A.H. Damen, P.M.J. Van den Hof and A.K. Hajdasinski. The page matrix: an excellent tool for noise filtering of Markov parameters, order testing and realization. EUT Report, Fac. of Electrical Engineering, vol. 82-E-127, Eindhoven University of Technology, August 1982. pdf-file

Seminars and Keynote Lectures

P.M.J. Van den Hof (2022). Data-driven model learning in interconnected systems. Invited seminar, AI for Time Series Seminar, Katholieke Universiteit Leuven. Belgium, 5 May 2022. slides
P.M.J. Van den Hof (2022). Data-driven model learning in linear dynamic networks. Invited lecture, ICMS Symposium "Getting a Grip on Complex Systems", EIndhoven University of Technology, 4-5 April 2022. slides
P.M.J. Van den Hof (2020). Data-driven model learning in linear dynamic networks. Plenary lecture, 39th Benelux Meeting on Systems and Control, Elspeet, the Netherlands, 10-12 March 2020. slides
P.M.J. Van den Hof (2020). Data-driven model learning in linear dynamic networks. Invited plenary lecture, 6th International Conference on Advances in Control & Optimization of Dynamical Systems (2020 ACODS), 16-19 February 2020, IIT Madras, Chennai, India. slides
P.M.J. Van den Hof (2020). Data-driven model learning in linear dynamic networks. Lunch seminar, Eindhoven Artificial Intelligence Systems Institute (EAISI), 28 January 2020. slides
P.M.J. Van den Hof (2019). Data-driven model learning in dynamic networks. Seminar, Coordinated Science Lab, University of Illinois, IL, USA, 19 November 2019. slides
P.M.J. Van den Hof (2019). Data-driven modeling in linear dynamic networks – Identifiability. Japan Automatic Control Conference, Sapporo, Japan, 10 November 2019. slides
P.M.J. Van den Hof (2019). Data-driven modelling in linear dynamic networks. 10th Harry Nicholson Distinguished Lecture in Control Engineering, The University of Sheffield, UK, 21 May 2019. slides
P.M.J. Van den Hof (2019). Data-driven modelling in linear dynamic networks. IFAC Lecture, Vienna, Austria, 4 April 2019. slides
P.M.J. Van den Hof (2019). Local module identification in dynamic networks with correlated noise. Seminar RU Groningen, 25 February 2019. slides
P.M.J. Van den Hof (2018). Data-driven modelling in linear dynamic networks. Seminar, Control and Dynamical Systems, California Institute of Technology, Los Angeles, CA, USA, 7 December 2018. slides
P.M.J. Van den Hof (2018). Data-driven modelling in linear dynamic networks. Seminar, Department of Mechanical and Aerospace Engineering, University of California at San Diego, CA, USA, 30 November 2018. slides
P.M.J. Van den Hof (2018). Data-driven modelling in linear dynamic networks. Plenary address, 7th IFAC Workshop on Distributed Estimation and Control in Networked Systems (NecSys18), 28 August 2018, Groningen, The Netherlands. slides
P.M.J. Van den Hof (2018). Data-driven modelling in linear dynamic networks. Plenary address, 18th IFAC Symposium on System Identification, 10 July, 2018, Stockholm, Sweden. slides
P.M.J. Van den Hof (2017). Identification of linear dynamic networks with rank-reduced noise. CARMA Workshop on Mathematical Systems Theory and Applications. University of Newcastle, NSW, Australia, 7 December 2017. slides
P.M.J. Van den Hof (2017). Data-driven modeling in linear dynamic networks. School of Electrical Engineering and Computing, University of Newcastle, NSW, Australia, 5 December 2017. slides
P.M.J. Van den Hof (2017). Identification in dynamic networks. FOCAPO/CPC 2017, invited paper, Tucson, AZ, 10 January 2017 and University of Houston, TX, 13 January 2017. slides
P.M.J. Van den Hof (2016). Identifiability of dynamic netwoks with noisy and noise-free nodes. TU Vienna, Department of Econometrics and System Theory, 21 November 2016. slides
E. Insuasty, P.M.J. Van den Hof, S. Weiland and J.D. Jansen (2016). Spatio-temporal tools in low complexity modelling of oil reservoirs. ISAPP Symposium, Delft, 10 November 2016. slides
P.M.J. Van den Hof, H.H.M. Weerts and A.G. Dankers (2016). Identifiability of dynamic netwoks with noisy and noise-free nodes. ERNSI Workshop, Cison di Valmarino, Italy, 24-27 September 2016. slides
P.M.J. Van den Hof (2016). System identification in dynamic networks. University of Oxford, UK, 14 June 2016. slides
E.D.G. Barros, P.M.J. Van den Hof and J.D. Jansen (2015). Assessing the value of information from inverse modelling for optimising long-term oil reservoir performance. ICMS Workshop on The Role of Inverse Problems and Optimisation in Uncertainty Quantification, Edinburgh, 17-18 June 2015. slides
S. Kahrobaei, G. Joosten, P.M.J. Van den Hof and J.D. Jansen. Identifiability of location and magnitutde of model anomalies from production data. SIAM Conf. Mathematics and Comput. Issues in the Geosciences, Stanford University, USA, 29 June - 2 July 2015.
P.M.J. Van den Hof (2015). System identification in dynamic networks. Plenary talk, 34th Benelux Meeting on Systems and Control, 24-26 March 2015, Lommel, Belgium. slides
P.M.J. Van den Hof (2014). System identification in dynamic networks. Plenary talk, ERNSI meeting, 26 September 2014, Oostende, Belgium. slides
M. Mansoori, P.M.J. Van den Hof, J.D. Jansen and D. Rashtchian (2014). Reservoir characterization from generalzied well test data - with the aid of system identification techniques. Mini-symposium New Developments in Well Monitoring, Departm. Civil Engineering, Delft University of Technology, 5 September 2014. slides
P.M.J.Van den Hof and A.G. Dankers (2014). System identification in dynamic networks. 21st International Symposium Mathematical Theory of Networks and Systems (MTNS'14), 7-11 July 2014, Groningen, The Netherlands. slides
P.M.J. Van den Hof (2013). Model-Based optimization and control of subsurface flow in oil reservoirs. Plenary Lecture, 32nd Chinese Control Conference, Xi'an, China, 26-28 July 2013. slides
P.M.J. Van den Hof (2013). System identification in dynamic networks. Invited lecture, 2nd Workshop on Cooperative Estimation and Control over Networks, Academy of Mathematics and Systems Science, Chinese Academy of Sciences, Beijing, China, 24 July 2013. slides
J.F.M. Van Doren, P.M.J. Van den Hof and J.D. Jansen (2013), Controllability and observability in two-phase porous media flow. Mini-symposium contribution presented at the SIAM Conference on Computational Science and Engineering (SIAM CSE13), Boston, USA, 25 February – 1 March 2013. slides
P.M.J. Van den Hof, J.D, Jansen and A.W. Heemink (2012). Recent developments in model-based optimization and control of subsurface flow in oil reservoirs. Keynote Lecture, 1st IFAC Workshop on Automatic Control in Offshore Oil and Gas Production. 31 May-1 June 2012, Trondheim, Norway. slides
P.M.J. Van den Hof (2012). Challenges in System Identification - From closed-loop to dynamic network identification. Keynote Lecture, 24th Chinese Control and Decision Conference, Taiyuan, China, 24 May 2012. slides
P.M.J. Van den Hof (2011). Model-based control and optimization challenges in reservoir engineering. USC Viterbi School of Engineering, University of Southern California, Los Angeles, CA, 21 November 2011 pdf-file
P.M.J. Van den Hof (2011). Model-based control and optimization challenges in reservoir engineering. Department of Mechanical and Aerospace Engineering, University of California at San Diego, San Diego, CA, 4 November 2011. pdf-file
P.M.J. Van den Hof (2011). Identification of parameters in large scale physical model structures with applications in petroleum reservoir engineering. Preconference Workshop "Model Identification for Model Predictive Control", 18th IFAC World Congress, Milan, Italy, August 27, 2011. slides
P.M.J. Van den Hof (2011). Model-based control and optimization challenges in reservoir engineering. Department of Mechanical Engineering, University of California at Berkeley, Berkeley, CA, 26 January 2011. pdf-file
P.M.J. Van den Hof (2011). Parameter estimation and identifiability in large-scale reservoir models. Department of Energy Resources Engineering, Stanford University, Palo Alto, CA, 19 January 2011. pdf-file
P.M.J. Van den Hof (2010). Model-based control and optimization of large scale physical systems - challenges in reservoir engineering. ERNSI Meeting, European Research Network System Identification, 27-29 September 2010, Cambridge, UK. pdf-file
P.M.J. Van den Hof (2009). Model structures for identification of linear parameter-varying (LPV) models. Invited seminar at Academy of Mathematics and Systems Science, Chinese Academy of Sciences, Beijing, China, 19 October 2009. pdf-file
P.M.J. Van den Hof (2009). Identification of parameters in large scale physical model structures. Invited seminar at Department of Automation Systems, Tsinghua University, Beijing, China, 19 October 2009. pdf-file
J.F. Van Doren, J.D. Jansen, M. Zandvliet, P.M.J. Van den Hof, O.H. Bosgra (2009). Identifiability, controllability and observability in hydrocarbon reservoir models. Mini-symposium contribution presented at the 2009 SIAM Conference on Mathematical and Computational Issues in the Geosciences, Leipzig, Germany, 14-18 June 2009. pdf-file
P.M.J. Van den Hof, R. Tóth and P.S.C. Heuberger (2008). Asymptotically optimal orthonormal basis functions for LPV systems identification. Workshop on Systems and Control Theory in honor of József Bokor on his 60th Birthday, Budapest, Hungary, 9 September 2008. pdf-file
P.M.J. Van den Hof (2008). Alternative paradigms for probabilistic model uncertainty bounding in prediction error identification. Workshop on Uncertain Dynamical Systems 2008, Awaji, Hyogo, Japan, 2-4 July 2008. pdf-file
P.M.J. Van den Hof (2008). Model-based control and optimization in reservoir engineering. SPE-ATW Workshop Closed-loop Reservoir Management, Bruges, Belgium, 23-26 June 2008. pdf-file
P.M.J. Van den Hof (2007). Systems and control challenges in model-based reservoir engineering. Seminar given at University of Melbourne, VC, Australia, 22 November 2007.
P.M.J. Van den Hof (2007). An alternative paradigm for probabilistic model uncertainty
bounding in prediction error identification. Seminar given at Centre for Complex Dynamic Systems and Control, University of Newcastle, NSW Australia, 13 November 2007. pdf-file
P.M.J. Van den Hof and O.H. Bosgra (2007). Finding good models for model-based control and optimization. ISAPP Symposium, 17-18 July 2007, Delft University of Technology, The Netherlands. pps-file
P.M.J. Van den Hof (2006). Data-Based Modelling for Control. Invited Tutorial Plenary, 2006 IEEE Workshop Advanced Process Control Applications for Industry (APC2006), May 8-10, 2006, Vancouver, Canada. pps-file
S.G. Douma and P.M.J. Van den Hof (2005). An alternative paradigm for probabilistic uncertainty bounding in prediction error identification. Workshop ERNSI-Network, 19-21 September 2005, Louvain-la-Neuve, Belgium. pdf-file
P.M.J. Van den Hof (2005). Bounding the uncertainty in identification for control. Invited seminar presented at the Workshop on System Identification & Control Systems in Honour of László Keviczky on his 60th Birthday, Juy 11, 2005, Budapest, Hungary. pdf-file
P.M.J. Van den Hof (2003). On the choice of uncertainty structure in identification for robust control. Benelux Meeting, 21 March 2003. pdf-file
P.M.J. Van den Hof (2002). On the role of uncertainty models in identification for robust control. Workshop European Research Network on System Identification (ERNSI), Le Croisic, France, 23 September 2002. Slides
M. Gevers and P.M.J. Van den Hof (1996). Minicourse on Closed Loop Identification. 15th Benelux Meeting on Systems and Control. Conference Center De Brug, Mierlo. Slides

Thesis

P.M.J. Van den Hof (1989). On Residual-Based Parametrization and Identificaiton of Multivariable Systems. Dr. Dissertation, Eindhoven University of Technology, 3 March 1989, Eindhoven, The Netherlands. ISBN 90-9002659-2. pdf-file
P.M.J. Van den Hof (1982). Approximate realization of noisy linear systems: the Hankel and Page matrix approach. MSc Thesis, Department of Electrical Engineering, Eindhoven University of Technology, December 1982. pdf-file