Publications 2016-2018

Bart De Schutter

Years:
    2018          2017          2016     

Note: If the pdf file (pdf) of the technical report that corresponds to a given publication is available, then this is indicated at the end of the entry for that publication. More information on the pdf file format can be found here. Hardcopies of the papers can also be requested by contacting me.



2018
  1. M. Burger, Z. Su, and B. De Schutter, "A node current-based 2-index formulation for the fixed-destination multi-depot travelling salesman problem," European Journal of Operational Research, vol. 265, no. 2, pp. 463-477, Mar. 2018.  (online paperbibtex)

  2. S. Yuan, B. De Schutter, and S. Baldi, "Robust adaptive tracking control of uncertain slowly switched linear systems," Nonlinear Analysis: Hybrid Systems, vol. 27, pp. 1-12, Feb. 2018.  (online paperbibtex)

  3. S. Yuan, L. Zhang, B. De Schutter, and S. Baldi, "A novel Lyapunov function for a non-weighted L2 gain of asynchronously switched linear systems," Automatica, vol. 87, pp. 310-317, Jan. 2018.  (online paperbibtex)

  4. K. Máthé, L. Busoniu, R. Munos, and B. De Schutter, "Optimistic planning with an adaptive number of action switches for near-optimal nonlinear control," Engineering Applications of Artificial Intelligence, vol. 67, pp. 355-367, 2018.  (online paperbibtex)



2017
  1. F. Alavi, N. van de Wouw, and B. De Schutter, "Power scheduling in islanded-mode microgrids using fuel cell vehicles," Proceedings of the 56th IEEE Conference on Decision and Control, Melbourne, Australia, Dec. 2017.  (abstractbibtex)

  2. I. Sarantis, F. Alavi, and B. De Schutter, "Optimal power scheduling of fuel-cell-car-based microgrids," Proceedings of the 56th IEEE Conference on Decision and Control, Melbourne, Australia, Dec. 2017.  (abstractbibtex)

  3. Z. Hidayat, R. Babuska, A. Núñez, and B. De Schutter, "Identification of distributed-parameter systems from sparse measurements," Applied Mathematical Modelling, vol. 51, pp. 605-625, Nov. 2017.  (online paperbibtex)

  4. Z. Su, A. Jamshidi, A. Núñez, S. Baldi, and B. De Schutter, "Multi-level condition-based maintenance planning for railway infrastructures - a scenario-based chance-constrained approach," Transportation Research Part C, vol. 84, pp. 92-123, Nov. 2017.  (online paperbibtex)

  5. S. Yuan, B. De Schutter, and S. Baldi, "Adaptive asymptotic tracking control of uncertain time-driven switched linear systems," IEEE Transactions on Automatic Control, vol. 62, no. 11, Nov. 2017.  (online paperbibtex)

  6. R. van Kooten, P. Imhof, K. Brummelhuis, M. van Pampus, A. Jamshidnejad, and B. De Schutter, "ART-UTC: An adaptive real-time urban traffic control strategy," Proceedings of the 2017 IEEE 20th International Conference on Intelligent Transportation Systems (IEEE ITSC 2017), Yokohama, Japan, pp. 1547-1552, Oct. 2017.  (bibtex)

  7. S.S. Farahani, T.J.J. van den Boom, and B. De Schutter, "On optimization of stochastic max-min-plus-scaling systems - An approximation approach," Automatica, vol. 83, pp. 20-27, Sept. 2017.  (online paperbibtex)

  8. L. Li, R.R. Negenborn, and B. De Schutter, "Distributed model predictive control for cooperative synchromodal freight transport," Transportation Research Part E: Logistics and Transportation Review, vol. 105, pp. 240-260, Sept. 2017.  (online paperbibtex)

  9. F. Ruelens, B.J. Claessens, S. Vandael, B. De Schutter, R. Babuska, and R. Belmans, "Residential demand response of thermostatically controlled loads using batch reinforcement learning," IEEE Transactions on Smart Grid, vol. 8, no. 5, pp. 2149-2159, Sept. 2017.  (online paperbibtex)

  10. A. Jamshidi, S. Faghih-Roohi, S. Hajizadeh, A. Núñez, R. Babuska, R. Dollevoet, Z. Li, and B. De Schutter, "A big data analysis approach for rail failure risk assessment," Risk Analysis, vol. 37, no. 8, pp. 1495-1507, Aug. 2017.  (online paperbibtex)

  11. M.D. Doan, M. Diehl, T. Keviczky, and B. De Schutter, "A Jacobi decomposition algorithm for distributed convex optimization in distributed model predictive control," Proceedings of the 20th IFAC World Congress, Toulouse, France, pp. 4905-4911, July 2017.  (online paperabstractbibtex)

  12. C. Pasquale, S. Sacone, S Siri, and B. De Schutter, "A multi-class model-based control scheme for reducing congestion and emissions in freeway networks by combining ramp metering and route guidance," Transportation Research Part C, vol. 80, pp. 348-408, July 2017.  (online paperbibtex)

  13. J. Xu, L. Busoniu, and B. De Schutter, "Near-optimal control with adaptive receding horizon for discrete-time piecewise affine systems," Proceedings of the 20th IFAC World Congress, Toulouse, France, pp. 4168-4173, July 2017.  (online paperabstractbibtex)

  14. S. Yuan, B. De Schutter, and S. Baldi, "On robust adaptive control of switched linear systems," Proceedings of the 13thIEEE International Conference on Control Applications, Ohrid, Macedonia, July 2017.  (online paperbibtex)

  15. F. Alavi, E. Park Lee, N. van de Wouw, B. De Schutter, and Z. Lukszo, "Fuel cell cars in a microgrid for synergies between hydrogen and electricity networks," Applied Energy, vol. 192, pp. 296-304, Apr. 2017.  (online paperbibtex)

  16. N. Groot, G. Zaccour, and B. De Schutter, "Hierarchical game theory for system-optimal control: Applications of reverse Stackelberg games in regulating marketing channels and traffic routing," IEEE Control Systems Magazine, vol. 37, no. 2, pp. 129-162, Apr. 2017.  (online paperbibtex)

  17. K. Verbert, R. Babuska, and B. De Schutter, "Bayesian and Dempster-Shafer reasoning for knowledge-based fault diagnosis - A comparative study," Engineering Applications of Artificial Intelligence, vol. 60, pp. 136-150, Apr. 2017.  (online paperbibtex)

  18. K. Verbert, R. Babuska, and B. De Schutter, "Combining knowledge and historical data for system-level fault diagnosis of HVAC systems," Engineering Applications of Artificial Intelligence, vol. 59, pp. 260-273, Mar. 2017.  (online paperbibtex)

  19. K. Verbert, B. De Schutter, and R. Babuska, "Timely condition-based maintenance planning for multi-component systems," Reliability Engineering & System Safety, vol. 159, pp. 310-321, Mar. 2017.  (online paperbibtex)

  20. Z. Zhou, B. De Schutter, S. Lin, and Y. Xi, "Two-level hierarchical model-based predictive control for large-scale urban traffic network," IEEE Transactions on Control Systems Technology, vol. 25, no. 2, pp. 496-508, Mar. 2017.  (online paperbibtex)

  21. A. Jamshidnejad, I. Papamichail, M. Papageorgiou, and B. De Schutter, "A mesoscopic integrated urban traffic flow-emission model," Transportation Research Part C, vol. 75, pp. 45-83, Feb. 2017.  (online paperbibtex)

  22. S. Liu, H. Hellendoorn, and B. De Schutter, "Model predictive control for freeway networks based on multi-class traffic flow and emission models," IEEE Transactions on Intelligent Transportation Systems, vol. 18, no. 2, pp. 306-320, Feb. 2017.  (online paperabstractbibtex)

  23. R. Luo, R. Bourdais, T. van den Boom, and B. De Schutter, "Multi-agent model predictive control based on resource allocation coordination for a class of hybrid systems with limited information sharing," Engineering Applications of Artificial Intelligence, vol. 58, pp. 123-133, Feb. 2017.  (online paperbibtex)

  24. A. Jamshidnejad, I. Papamichail, M. Papageorgiou, and B. De Schutter, "Sustainable model-predictive control in urban traffic networks: Efficient solution based on general smoothening methods," IEEE Transactions on Control Systems Technology, 2017. To appear.  (online paperbibtex)

  25. A. Jamshidnejad and B. De Schutter, "An algorithm for estimating the generalized fundamental traffic variables from point measurements using initial conditions," Transportmetrica B: Transport Dynamics, 2017. To appear.  (online paperbibtex)

  26. R. Luo, T.J.J. van den Boom, and B. De Schutter, "Multi-agent dynamic routing of a fleet of cybercars," IEEE Transactions on Intelligent Transportation Systems, 2017. To appear.  (online paperbibtex)

  27. F. Ruelens, B. Claessens, S. Quaiyum, B. De Schutter, R. Babuska, and R. Belmans, "Reinforcement learning applied to an electric water heater: From theory to practice," IEEE Transactions on Smart Grid, 2017. To appear.  (online paperbibtex)

  28. J. Xu, T.J.J. van den Boom, and B. De Schutter, "Model predictive control for stochastic max-plus linear systems with chance constraints," IEEE Transactions on Automatic Control, 2017. To appear.  (bibtex)

  29. J. Xu, T. van den Boom, and B. De Schutter, "Optimistic optimization for continuous nonconvex piecewise affine functions," Automatica, 2017. To appear.  (online paperabstractbibtex)



2016
  1. Z. Su, S. Baldi, and B. De Schutter, "Optimal nonlinear solutions for reverse Stackelberg games with incomplete information," Proceedings of the 55th IEEE Conference on Decision and Control, Las Vegas, Nevada, pp. 5304-5309, Dec. 2016.  (online paperabstractbibtextech. rep. (pdf))

  2. J. Xu, T. van den Boom, and B. De Schutter, "Optimistic optimization for model predictive control of max-plus linear systems," Automatica, vol. 74, pp. 16-22, Dec. 2016.  (online paperbibtex)

  3. A. Jamshidnejad, I. Papamichail, H. Hellendoorn, M. Papageorgiou, and B. De Schutter, "Gradient-based model-predictive control for green urban mobility in traffic networks," Proceedings of the 2016 IEEE 19th International Conference on Intelligent Transportation Systems, Rio de Janeiro, Brazil, pp. 1077-1082, Nov. 2016.  (online paperabstractbibtextech. rep. (pdf))

  4. S. Liu, A. Sadowska, H. Hellendoorn, and B. De Schutter, "Scenario-based distributed model predictive control for freeway networks," Proceedings of the 2016 IEEE 19th International Conference on Intelligent Transportation Systems, Rio de Janeiro, Brazil, pp. 1779-1784, Nov. 2016.  (online paperabstractbibtextech. rep. (pdf))

  5. Z. Su, A. Núñez, S. Baldi, and B. De Schutter, "Model predictive control for rail condition-based maintenance: A multilevel approach," Proceedings of the 2016 IEEE 19th International Conference on Intelligent Transportation Systems, Rio de Janeiro, Brazil, pp. 354-359, Nov. 2016.  (online paperabstractbibtextech. rep. (pdf))

  6. K. Verbert, B. De Schutter, and R. Babuska, "Fault diagnosis using spatial and temporal information with application to railway track circuits," Engineering Applications of Artificial Intelligence, vol. 56, pp. 200-211, Nov. 2016.  (online paperbibtex)

  7. C. Portilla, F. Valencia, J. Espinosa, A. Núñez, and B. De Schutter, "Model-based predictive control for bicycling in urban intersections," Transportation Research Part C, vol. 70, pp. 27-41, Sept. 2016.  (online paperbibtex)

  8. J. Xu, T.J.J. van den Boom, B. De Schutter, and S. Wang, "Irredundant lattice representations of continuous piecewise affine functions," Automatica, vol. 70, pp. 109-120, Aug. 2016.  (online paperabstractbibtex)

  9. S. Faghih-Roohi, S. Hajizadeh, A. Núñez, R. Babuska, and B. De Schutter, "Deep convolutional neural networks for detection of rail surface defects," Proceedings of the 2016 International Joint Conference on Neural Networks (IJCNN 2016), Vancouver, Canada, pp. 2584-2589, July 2016.  (online paperabstractbibtextech. rep. (pdf))

  10. B. Kersbergen, T. van den Boom, and B. De Schutter, "Distributed model predictive control for railway traffic management," Transportation Research Part C, vol. 68, pp. 462-489, July 2016.  (online paperbibtex)

  11. J. Xu, T.J.J. van den Boom, L. Busoniu, and B. De Schutter, "Model predictive control for continuous piecewise affine systems using optimistic optimization," Proceedings of the 2016 American Control Conference, Boston, Massachusetts, pp. 4482-4487, July 2016.  (online paperbibtex)

  12. F. Alavi, N. van de Wouw, and B. De Schutter, "Min-max control of fuel-cell-car-based smart energy systems," Proceedings of the 2016 European Control Conference, Aalborg, Denmark, pp. 1223-1228, June-July 2016.  (online paperabstractbibtextech. rep. (pdf))

  13. S.S. Farahani, Z. Lukszo, T. Keviczky, B. De Schutter, and R.M. Murray, "Robust model predictive control for an uncertain smart thermal grid," Proceedings of the 2016 European Control Conference, Aalborg, Denmark, pp. 1195-1200, June-July 2016.  (online paperbibtex)

  14. M. Hajiahmadi, B. De Schutter, and H. Hellendoorn, "Design of stabilizing switching laws for mixed switched affine systems," IEEE Transactions on Automatic Control, vol. 61, no. 6, pp. 1676-1681, June 2016.  (online paperabstractbibtextech. rep. (pdf))

  15. D.J. Nativ, A. Cataldo, R. Scattolini, and B. De Schutter, "Model predictive control of an automated storage/retrieval system," Proceedings of the 8th IFAC Conference on Manufacturing Modelling, Management and Control (MIM 2016), Troyes, France, pp. 1335-1340, June 2016.  (online paperabstractbibtextech. rep. (pdf))

  16. A. Jamshidi, S. Faghih-Roohi, A. Núñez, R. Babuska, B. De Schutter, R. Dollevoet, and Z. Li, "Probabilistic defect-based risk assessment approach for rail failures in railway infrastructure," Proceedings of the 14th IFAC Symposium on Control in Transportation Systems (CTS 2016), Istanbul, Turkey, pp. 73-77, May 2016.  (online paperbibtex)

  17. A. Jamshidnejad, I. Papamichail, M. Papageorgiou, and B. De Schutter, "A model-predictive urban traffic control approach with a modified flow model and endpoint penalties," Proceedings of the 14th IFAC Symposium on Control in Transportation Systems (CTS 2016), Istanbul, Turkey, pp. 147-152, May 2016.  (online paperbibtex)

  18. S. Li, B. De Schutter, L. Yang, and Z. Gao, "Robust model predictive control for train regulation in underground railway transportation," IEEE Transactions on Control Systems Technology, vol. 24, no. 3, pp. 1075-1083, May 2016.  (online paperabstractbibtextech. rep. (pdf))

  19. R. Luo, T.J.J. van den Boom, and B. De Schutter, "Parameterized dynamic routing of a fleet of cybercars," Proceedings of the 14th IFAC Symposium on Control in Transportation Systems (CTS 2016), Istanbul, Turkey, pp. 55-60, May 2016.  (online paperabstractbibtextech. rep. (pdf))

  20. C. Pasquale, S. Sacone, S Siri, and B. De Schutter, "A multi-class ramp metering and routing control scheme to reduce congestion and traffic emissions in freeway networks," Proceedings of the 14th IFAC Symposium on Control in Transportation Systems (CTS 2016), Istanbul, Turkey, pp. 329-334, May 2016.  (online paperbibtex)

  21. J. Xu, L. Busoniu, T.J.J. van den Boom, and B. De Schutter, "Receding-horizon control for max-plus linear systems with discrete actions using optimistic planning," Proceedings of the 13th International Workshop on Discrete Event Systems, Xi'an, China, pp. 398-403, May-June 2016.  (online paperbibtex)

  22. J. Xu, T.J.J. van den Boom, B. De Schutter, and X. Luo, "Minimal conjunctive normal expression of continuous piecewise affine functions," IEEE Transactions on Automatic Control, vol. 61, no. 5, pp. 1340-1345, May 2016.  (online paperabstractbibtex)

  23. F. Alavi, E. Park Lee, N. van de Wouw, B. De Schutter, and Z. Lukszo, "Fuel cell cars in a microgrid for synergies between hydrogen and electricity networks - addendum," Tech. rep. 16-008a, Delft Center for Systems and Control, Delft University of Technology, Delft, The Netherlands, Apr. 2016.  (abstractbibtexreport (pdf))

  24. M. Hajiahmadi, B. De Schutter, and H. Hellendoorn, "Robust H switching control techniques for switched nonlinear systems with application to urban traffic control," International Journal of Robust and Nonlinear Control, vol. 26, pp. 1286-1306, Apr. 2016.  (online paperbibtex)

  25. S. Liu, A. Sadowska, J.R.D. Frejo, A. Núñez, E.F. Camacho, H. Hellendoorn, and B. De Schutter, "Robust receding horizon parameterized control for multi-class freeway networks: A tractable scenario-based approach," International Journal of Robust and Nonlinear Control, vol. 26, no. 6, pp. 1211-1245, Apr. 2016.  (online paperbibtex)

  26. M. Vallati, D. Magazzeni, B. De Schutter, L. Chrpa, and T.L. McCluskey, "Efficient macroscopic urban traffic models for reducing congestion: A PDDL+ planning approach," Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence (AAAI-16), Phoenix, Arizona, pp. 3188-3194, Feb. 2016.  (online paperabstractbibtextech. rep. (pdf))

  27. M. Hajiahmadi, G.S. van de Weg, C.M.J. Tampère, R. Corthout, A. Hegyi, B. De Schutter, and H. Hellendoorn, "Integrated predictive control of freeway networks using the extended link transmission model," IEEE Transactions on Intelligent Transportation Systems, vol. 17, no. 1, pp. 65-78, Jan. 2016.  (online paperabstractbibtextech. rep. (pdf))

  28. P. Mc Namara, R.R. Negenborn, B. De Schutter, G. Lightbody, and S. McLoone, "Distributed MPC for frequency regulation in multi-terminal HVDC grids," Control Engineering Practice, vol. 46, pp. 176-187, Jan. 2016.  (online paperbibtex)

  29. Y. Wang, S. Su, X. Pan, F. Cao, T. Tang, B. Ning, and B. De Schutter, "Integrated line planning and train scheduling for an urban rail transit line," Proceedings of the 95th Annual Meeting of the Transportation Research Board, Washington, DC, Jan. 2016. Paper 16-2230.  (bibtex)

  30. S.S. Farahani, T. van den Boom, H. van der Weide, and B. De Schutter, "An approximation method for computing the expected value of max-affine expressions," European Journal of Control, vol. 27, pp. 17-27, 2016.  (online paperabstractbibtextech. rep. (pdf))

  31. N. Groot, B. De Schutter, and H. Hellendoorn, "Optimal affine leader functions in reverse Stackelberg games: Existence conditions and characterization," Journal of Optimization Theory and Applications, vol. 168, no. 1, pp. 348-374, 2016.  (online paperbibtex)

  32. B. Kersbergen, J. Rudan, T. van den Boom, and B. De Schutter, "Towards railway traffic management using switching max-plus-linear systems - Structure analysis and rescheduling," Discrete Event Dynamic Systems: Theory and Applications, vol. 26, no. 2, pp. 183-223, 2016.  (online paperbibtex)

  33. G.A.D. Lopes, B. Kersbergen, B. De Schutter, T. van den Boom, and R. Babuska, "Synchronization of a class of cyclic discrete-event systems describing legged locomotion," Discrete Event Dynamic Systems: Theory and Applications, vol. 26, no. 2, pp. 225-261, 2016.  (online paperbibtex)

  34. Y. Wang, B. Ning, T. van den Boom, and B. De Schutter, Optimal Trajectory Planning and Train Scheduling for Urban Rail Transit Systems. Advances in Industrial Control, Switzerland: Springer, ISBN 978-3-319-30888-3, 180 pp., 2016.  (online linkbibtex)

  35. Y. Wang, S. Su, X. Pan, F. Cao, T. Tang, B. Ning, and B. De Schutter, "Integrated line planning and train scheduling for an urban rail transit line," Transportation Research Record, no. 2540, pp. 66-75, 2016.  (online paperbibtex)



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This page is maintained by Bart De Schutter. Last update: November 14, 2017.