Publications 2016-2020

Bart De Schutter

Years:
    2020          2019          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.


2020
  1. S. Lin, D. Li, and B. De Schutter, "Optimizing the performance of the feedback controller for state-based switching bilinear systems," Optimal Control Applications and Methods, Special Issue on Control for Hybrid Systems: Applications and Methods for Adaptation and Optimality, vol. 41, no. 6, pp. 1844-1853, Nov.-Dec. 2020.  (online paper,  bibtex)

  2. X. Luan, B. De Schutter, L. Meng, and F. Corman, "Decomposition and distributed optimization of real-time traffic management for large-scale railway networks," Transportation Research Part B, vol. 141, pp. 72-97, Nov. 2020.  (online paper,  bibtex)

  3. T. Pippia, J. Sijs, and B. De Schutter, "A single-level rule-based model predictive control approach for energy management of grid-connected microgrids," IEEE Transactions on Control Systems Technology, vol. 28, no. 6, pp. 2364-2376, Nov. 2020.  (online paper,  bibtex)

  4. R.C. Kassing, B. De Schutter, and E. Abraham, "Optimal control for precision irrigation of a large-scale plantation," Water Resources Research, vol. 56, no. 10, Oct. 2020. Article e2019WR026989.  (online paper,  bibtex)

  5. E. de Gelder, J. Manders, C. Grappiolo, J.P. Paardekooper, O. Op den Camp, and B. De Schutter, "Real-world scenario mining for the assessment of automated vehicles," Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems (ITSC 2020), Virtual conference, Sept. 2020.  (bibtex)

  6. R. Carli, G. Cavone, T. Pippia, B. De Schutter, and M. Dotoli, "A robust MPC energy scheduling strategy for multi-carrier microgrids," Proceedings of the 16th IEEE International Conference on Automation Science and Engineering (CASE 2020), Virtual Conference, pp. 152-158, Aug. 2020.  (online paper,  bibtex)

  7. F. Alavi, N. van de Wouw, and B. De Schutter, "Power scheduling of fuel cell cars in an islanded mode microgrid with private driving patterns," IEEE Transactions on Control Systems Technology, vol. 28, no. 4, pp. 1393-1403, July 2020.  (online paper,  bibtex)

  8. A. Gupta, T.J.J. van den Boom, J. van der Woude, and B. De Schutter, "Structural controllability of switching max-plus linear systems," Proceedings of the 21st IFAC World Congress, July 2020.  (bibtex)

  9. D. Masti, T. Pippia, A. Bemporad, and B. De Schutter, "Learning approximate semi-explicit hybrid MPC with an application to microgrids," Proceedings of the 21st IFAC World Congress, July 2020.  (bibtex)

  10. L. Siyuan, S. Lin, Y. Wang, B. De Schutter, and W.H.K. Lam, "A Markov traffic model for signalized traffic networks based on Bayesian estimation," Proceedings of the 21st IFAC World Congress, July 2020.  (bibtex)

  11. C. Portilla, J. Espinosa, and B. De Schutter, "A multi-class urban traffic model considering heterogeneous vehicle composition: An extension of the S model," Transportation Research Part C, vol. 115, June 2020. Article 102613.  (online paper,  bibtex)

  12. J. Fransman, J. Sijs, H. Dol, E. Theunissen, and B. De Schutter, "The distributed Bayesian algorithm: Simulation and experimental results for a cooperative multi UAV search use-case," Proceedings of the 11th International Workshop and Optimization and Learning in Multiagent Systems (OptLearnMAS 2020), Virtual conference, May 2020.  (bibtex)

  13. S. Siniscalchi-Minna, F.D. Bianchi, C. Ocampo-Martinez, J.L. Domínguez-García, and B. De Schutter, "A non-centralized predictive control strategy for wind farm active power control: A wake-based partitioning approach," Renewable Energy, vol. 150, pp. 656-669, May 2020.  (online paper,  bibtex)

  14. M. Lv, B. De Schutter, W. Yu, W. Zhang, and S. Baldi, "Nonlinear systems with uncertain periodically disturbed control gain functions: Adaptive fuzzy control with invariance properties," IEEE Transactions on Fuzzy Systems, vol. 28, no. 4, pp. 746-757, Apr. 2020.  (online paper,  bibtex)

  15. T.J.J. van den Boom, J. Xu, and B. De Schutter, "Corrections to "Model predictive control for stochastic max-plus linear systems with chance constraints", [IEEE Trans. on Aut. Control, 64(1): 337-342, 2019]," IEEE Transactions on Automatic Control, vol. 65, no. 2, pp. 905-906, Feb. 2020.  (online paper,  bibtex)

  16. J.R.D. Frejo and B. De Schutter, "Logic-based traffic flow control for ramp metering and variable speed limits - Part 1: Controller," IEEE Transactions on Intelligent Transportation Systems, 2020. To appear.  (online paper,  bibtex)

  17. J.R.D. Frejo and B. De Schutter, "Logic-based traffic flow control for ramp metering and variable speed limits - Part 2: Simulation and comparison," IEEE Transactions on Intelligent Transportation Systems, 2020. To appear.  (online paper,  bibtex)

  18. J. Lago, G. Suryanarayana, E. Sogancioglu, and B. De Schutter, "Optimal control strategies for seasonal thermal energy storage systems with market interaction," IEEE Transactions on Control Systems Technology, 2020. To appear.  (online paper,  bibtex)

  19. M. Lv, B. De Schutter, W. Yu, and S. Baldi, "Adaptive asymptotic tracking for a class of uncertain switched positive compartmental models with application to anesthesia," IEEE Transactions on Systems, Man and Cybernetics: Systems, 2020. To appear.  (online paper,  bibtex)

  20. N. Sapountzoglou, J. Lago, B. De Schutter, and B. Raison, "A generalizable and sensor-independent deep learning method for fault detection and location in low-voltage distribution grids," Applied Energy, vol. 276, 2020. Article 115299.  (online paper,  bibtex)

  21. B. De Schutter, T. van den Boom, J. Xu, and S.S. Farahani, "Analysis and control of max-plus linear discrete-event systems: An introduction," Discrete Event Dynamic Systems: Theory and Applications, vol. 30, pp. 25-54, 2020.  (online paper,  bibtex)

  22. T.J.J. van den Boom, M. van den Muijsenberg, and B. De Schutter, "Model predictive scheduling of semi-cyclic discrete-event systems using switching max-plus linear models and dynamic graphs," Discrete Event Dynamic Systems: Theory and Applications, 2020.  (online paper,  bibtex)

  23. N. Wu, D. Li, Y. Xi, and B. De Schutter, "Distributed event-triggered model predictive control for urban traffic lights," IEEE Transactions on Intelligent Transportation Systems, 2020. To appear.  (online paper,  bibtex)

  24. Y. Zeinaly, J.H. van Schuppen, and B. De Schutter, "Linear positive systems may have a reachable subset from the origin that is either polyhedral or nonpolyhedral," SIAM Journal on Matrix Analysis and Applications, vol. 41, no. 1, pp. 297-307, 2020.  (online paper,  bibtex)


2019
  1. M. Picallo, A. Anta, and B. De Schutter, "Comparison of bounds for optimal PMU placement for state estimation in distribution grids," IEEE Transactions on Power Systems, vol. 34, no. 6, pp. 4837-4846, Nov. 2019.  (online paper,  bibtex)

  2. J. Fu, G. Song, and B. De Schutter, "A pilot protection method based on energy balance for half-wavelength transmission lines," Proceedings of the 15th IEEE International Conference on Automation Science and Engineering (CASE 2019), Vancouver, Canada, pp. 18-23, Aug. 2019.  (online paper,  bibtex)

  3. J. Lago, F. De Ridder, W. Mazairac, and B. De Schutter, "A 1-dimensional continuous and smooth model for thermally stratified storage tanks including mixing and buoyancy," Applied Energy, vol. 248, pp. 640-655, Aug. 2019.  (online paper,  bibtex)

  4. T. Pippia, J. Lago, R. De Coninck, J. Sijs, and B. De Schutter, "Scenario-based model predictive control approach for heating systems in an office building," Proceedings of the 15th IEEE International Conference on Automation Science and Engineering (CASE 2019), Vancouver, Canada, pp. 1243-1248, Aug. 2019.  (online paper,  bibtex)

  5. Z. Su, A. Jamshidi, S. Baldi, and B. De Schutter, "Integrated condition-based track maintenance planning and crew scheduling of railway networks," Transportation Research Part C, vol. 105, pp. 359-384, Aug. 2019.  (online paper,  bibtex)

  6. J.R.D. Frejo and B. De Schutter, "Feed-forward ALINEA: A ramp metering control algorithm for nearby and distant bottlenecks," IEEE Transactions on Intelligent Transportation Systems, vol. 20, no. 7, pp. 2448-2458, July 2019.  (online paper,  bibtex)

  7. J. Lago, E. Sogancioglu, G. Suryanarayana, F. De Ridder, and B. De Schutter, "Building day-ahead bidding functions for seasonal storage systems: A reinforcement learning approach," Proceedings of the IFAC Workshop on Control of Smart Grid and Renewable Energy Systems (CSGRES 2019), Jeju, Republic of Korea, pp. 488-493, June 2019.  (online paper,  bibtex)

  8. X. Luan, B. De Schutter, T. van den Boom, L. Meng, G. Lodewijks, and F. Corman, "Distributed optimization approaches for the integrated problem of real-time railway traffic management and train control," Proceedings of the 8th International Conference on Railway Operations Modelling and Analysis (RailNorrköping 2019), Norrköping, Sweden, pp. 857-876, June 2019.  (bibtex)

  9. M. Picallo, A. Anta, and B. De Schutter, "Efficient convex optimization for optimal PMU placement in large distribution grids," Proceedings of the 13th IEEE PowerTech 2019, Milan, Italy, 6 pp., June 2019.  (online paper,  bibtex)

  10. J. Fransman, J. Sijs, H. Dol, E. Theunissen, and B. De Schutter, "Bayesian-DPOP for continuous distributed constraint optimization problems," Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems (AAMAS'19), Montréal, Canada, pp. 1961-1963, May 2019.  (bibtex)

  11. A. Jamshidnejad, S. Lin, Y. Xi, and B. De Schutter, "Corrections to "Integrated urban traffic control for the reduction of travel delays and emissions"," IEEE Transactions on Intelligent Transportation Systems, vol. 20, no. 5, pp. 1978-1983, May 2019.  (online paper,  abstract,  bibtex,  tech. rep. (pdf))

  12. W. Ananduta, T. Pippia, C. Ocampo-Martinez, J. Sijs, and B. De Schutter, "Online partitioning method for decentralized control of linear switching large-scale systems," Journal of the Franklin Institute, vol. 356, no. 6, pp. 3290-3313, Apr. 2019.  (online paper,  bibtex)

  13. G. Cavone, L. Blenkers, T. van den Boom, M. Dotoli, C. Seatzu, and B. De Schutter, "Railway disruption: A bi-level rescheduling algorithm," Proceedings of the 6th International Conference on Control, Decision and Information Technologies (CoDIT'19), Paris, France, pp. 54-59, Apr. 2019.  (online paper,  bibtex)

  14. J.R.D. Frejo, I. Papamichail, M. Papageorgiou, and B. De Schutter, "Macroscopic modeling of variable speed limits on freeways," Transportation Research Part C, vol. 100, pp. 15-33, Mar. 2019.  (online paper,  bibtex)

  15. J.R.D. Frejo and B. De Schutter, "SPERT: A speed limit strategy for recurrent traffic jams," IEEE Transactions on Intelligent Transportation Systems, vol. 20, no. 2, pp. 692-703, Feb. 2019.  (online paper,  bibtex)

  16. S.S. Farahani, R. van der Veen, V. Oldenbroek, F. Alavi, E.H. Park Lee, N. van de Wouw, A. van Wijk, B. De Schutter, and Z. Lukszo, "A hydrogen-based integrated energy and transport system: The design and analysis of the car as power plant concept," IEEE Systems, Man, and Cybernetics Magazine, vol. 5, no. 1, pp. 37-50, Jan. 2019.  (online paper,  bibtex)

  17. G.S. van de Weg, A. Hegyi, S.P. Hoogendoorn, and B. De Schutter, "Efficient freeway MPC by parameterization of ALINEA and a speed-limited area," IEEE Transactions on Intelligent Transportation Systems, vol. 20, no. 1, pp. 16-29, Jan. 2019.  (online paper,  abstract,  bibtex,  tech. rep. (pdf))

  18. E. de Gelder, J.P. Paardekooper, O. Op den Camp, and B. De Schutter, "Safety assessment of automated vehicles: How to determine whether we have collected enough field data?," Traffic Injury Prevention, vol. 20, pp. S162-S170, 2019.  (online paper,  bibtex)

  19. A. Ferrara and B. De Schutter, "Introduction to the special section on control in transportation systems (CTS)," Annual Reviews in Control, vol. 48, pp. 281-282, 2019.  (online version,  bibtex)

  20. Z. Su, A. Jamshidi, A. Núñez, S. Baldi, and B. De Schutter, "Distributed chance-constrained model predictive control for condition-based maintenance planning for railway infrastructures," in Predictive Maintenance in Dynamic Systems - Advanced Methods, Decision Support Tools and Real-World Applications (E. Lughofer and M. Sayed-Mouchaweh, eds.), Cham, Switzerland: Springer, ISBN 978-3-030-05644-5, pp. 533-554, 2019.  (online version,  bibtex)

  21. J. Xu, T. van den Boom, and B. De Schutter, "Model predictive control for stochastic max-plus linear systems with chance constraints," IEEE Transactions on Automatic Control, vol. 64, no. 1, pp. 337-342, 2019.  (online paper,  abstract,  bibtex,  tech. rep. (pdf))


2018
  1. J.R.D. Frejo and B. De Schutter, "A logic-based speed limit control algorithm for variable speed limits to reduce traffic congestion at bottlenecks," Proceedings of the 57th IEEE Conference on Decision and Control, Miami Beach, Florida, pp. 198-204, Dec. 2018.  (online paper,  bibtex)

  2. J. Lago, K. De Brabandere, F. De Ridder, and B. De Schutter, "A generalized model for short-term forecasting of solar irradiance," Proceedings of the 57th IEEE Conference on Decision and Control, Miami Beach, Florida, pp. 3165-3170, Dec. 2018.  (online paper,  bibtex)

  3. S. Lin, B. De Schutter, and D. Li, "Stabilizing controller design for state-based switching bilinear systems," Proceedings of the 57th IEEE Conference on Decision and Control, Miami Beach, Florida, pp. 6452-6457, Dec. 2018.  (online paper,  bibtex)

  4. M. Picallo, A. Anta, and B. De Schutter, "Stochastic optimal power flow in distribution grids under uncertainty from state estimation," Proceedings of the 57th IEEE Conference on Decision and Control, Miami Beach, Florida, pp. 3152-3158, Dec. 2018.  (online paper,  bibtex)

  5. T. Pippia, J. Sijs, and B. De Schutter, "A parametrized model predictive control approach for microgrids," Proceedings of the 57th IEEE Conference on Decision and Control, Miami Beach, Florida, pp. 3171-3176, Dec. 2018.  (online paper,  bibtex)

  6. S. Siniscalchi-Minna, C. Ocampo-Martinez, F.D. Bianchi, M. De Prada Gil, and B. De Schutter, "Partitioning approach for large wind farms: Active power control for optimizing power reserve," Proceedings of the 57th IEEE Conference on Decision and Control, Miami Beach, Florida, pp. 3183-3188, Dec. 2018.  (online paper,  bibtex)

  7. E. Lo Cascio, B. De Schutter, and C. Schenone, "Flexible energy harvesting from natural gas distribution networks through line-bagging," Applied Energy, vol. 229, pp. 253-263, Nov. 2018.  (online paper,  bibtex)

  8. M. Faris, A. Núñez, Z. Su, and B. De Schutter, "Distributed optimization for railway track maintenance operations planning," Proceedings of the 21st IEEE International Conference on Intelligent Transportation Systems (ITSC 2018), Maui, Hawaii, Nov. 2018.  (online paper,  bibtex)

  9. J. Fransman, J. Sijs, H. Dol, E. Theunissen, and B. De Schutter, "Distributed constraint optimization for autonomous multi AUV mine counter-measures," Proceedings of the OCEANS 2018, Charleston, South Carolina, 7 pp., Oct. 2018.  (online paper,  bibtex)

  10. A. Jamshidi, S. Hajizadeh, Z. Su, M. Naeimi, A. Núñez, R. Dollevoet, B. De Schutter, and Z. Li, "A decision support approach for condition-based maintenance of rails based on big data analysis," Transportation Research Part C, vol. 95, pp. 185-206, Oct. 2018.  (online paper,  bibtex)

  11. J. Lago, K. De Brabandere, F. De Ridder, and B. De Schutter, "Short-term forecasting of solar irradiance without local telemetry: A generalized model using satellite data," Solar Energy, vol. 173, pp. 566-577, Oct. 2018.  (online paper,  abstract,  bibtex,  tech. rep. (pdf))

  12. X. Luan, Y. Wang, B. De Schutter, L. Meng, G. Lodewijks, and F. Corman, "Integration of real-time traffic management and train control for rail networks - Part 2: Extensions towards energy-efficient train operations," Transportation Research Part B, vol. 115, pp. 72-94, Sept. 2018.  (online paper,  abstract,  bibtex,  tech. rep. (pdf))

  13. X. Luan, Y. Wang, B. De Schutter, L. Meng, G. Lodewijks, and F. Corman, "Integration of real-time traffic management and train control for rail networks - Part 1: Optimization problems and solution approaches," Transportation Research Part B, vol. 115, pp. 41-71, Sept. 2018.  (online paper,  abstract,  bibtex,  tech. rep. (pdf))

  14. K. Verbert, B. De Schutter, and R. Babuska, "A multiple-model reliability prediction approach for condition-based maintenance," IEEE Transactions on Reliability, vol. 67, no. 3, pp. 1364-1376, Sept. 2018.  (online paper,  bibtex)

  15. J. Lago, F. De Ridder, and B. De Schutter, "Forecasting spot electricity prices: Deep learning approaches and empirical comparison of traditional algorithms," Applied Energy, vol. 221, pp. 386-405, July 2018.  (online paper,  abstract,  bibtex,  tech. rep. (pdf))

  16. J. Fransman, J. Sijs, H. Dol, E. Theunissen, and B. De Schutter, "Distributed constraint optimization for continuous mobile sensor coordination," Proceedings of the 2018 European Control Conference, Limassol, Cyprus, pp. 1100-1105, June 2018.  (online paper,  abstract,  bibtex,  tech. rep. (pdf))

  17. J.R.D. Frejo, I. Papamichail, M. Papageorgiou, and B. De Schutter, "A new macroscopic model for variable speed limits," Proceedings of the 15th IFAC Symposium on Control in Transportation Systems (CTS 2018), Savona, Italy, pp. 343-348, June 2018.  (online paper,  abstract,  bibtex,  tech. rep. (pdf))

  18. S. Lin, T.L. Pan, W.H.K. Lam, R.X. Zhong, and B. De Schutter, "Stochastic link flow model for signalized traffic networks with uncertainty in demand," Proceedings of the 15th IFAC Symposium on Control in Transportation Systems (CTS 2018), Savona, Italy, pp. 458-463, June 2018.  (online paper,  abstract,  bibtex,  tech. rep. (pdf))

  19. X. Luan, B. De Schutter, T. van den Boom, F. Corman, and G. Lodewijks, "Distributed optimization for real-time railway traffic management," Proceedings of the 15th IFAC Symposium on Control in Transportation Systems (CTS 2018), Savona, Italy, pp. 106-111, June 2018.  (online paper,  abstract,  bibtex,  tech. rep. (pdf))

  20. M. Picallo, A. Anta, B. De Schutter, and A. Panosyan, "A two-step distribution system state estimator with grid constraints and mixed measurements," Proceedings of the 20th Power Systems Computation Conference, Dublin, Ireland, 7 pp., June 2018.  (online paper,  abstract,  bibtex,  tech. rep. (pdf))

  21. S. Siniscalchi-Minna, M. De Prada Gil, F.D. Bianchi, C. Ocampo-Martinez, and B. De Schutter, "A multi-objective predictive control strategy for enhancing primary frequency support with wind farms," The Science of Making Torque from Wind (TORQUE 2018) - Journal of Physics: Conference Series, vol. 1037, Milan, Italy, 10 pp., June 2018. Paper 032034.  (online paper,  bibtex)

  22. Z. Su and B. De Schutter, "Optimal scheduling of track maintenance activities for railway networks," Proceedings of the 15th IFAC Symposium on Control in Transportation Systems (CTS 2018), Savona, Italy, pp. 386-391, June 2018.  (online paper,  abstract,  bibtex,  tech. rep. (pdf))

  23. S. Yuan, B. De Schutter, and S. Baldi, "Adaptive tracking control of switched linear systems using mode-dependent average dwell time," Proceedings of the 2018 Eighth International Conference on Information Science and Technology (ICIST), Cordoba, Granada, and Seville, Spain, 7 pp., June-July 2018.  (online paper,  bibtex)

  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, vol. 26, no. 3, pp. 813-827, May 2018.  (online paper,  abstract,  bibtex,  tech. rep. (pdf))

  25. 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, vol. 19, no. 5, pp. 1340-1352, May 2018.  (online paper,  abstract,  bibtex,  tech. rep. (pdf))

  26. T.J.J. van den Boom, H. de Bruijn, B. De Schutter, and L. Özkan, "The interaction between scheduling and control of semi-cyclic hybrid systems," Proceedings of the 14th International Workshop on Discrete Event Systems (WODES 2018), Sorrento Coast, Italy, pp. 212-217, May-June 2018.  (online paper,  abstract,  bibtex,  tech. rep. (pdf))

  27. 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 paper,  abstract,  bibtex,  tech. rep. (pdf))

  28. 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 paper,  abstract,  bibtex,  tech. rep. (pdf))

  29. J.R.D. Frejo and B. De Schutter, "A variable speed limit controller for recurrent congestion based on the optimal solution," Proceedings of the 97th Annual Meeting of the Transportation Research Board, Washington, DC, 14 pp., Jan. 2018. Paper 18-01084.  (abstract,  bibtex,  tech. rep. (pdf))

  30. X. Luan, B. De Schutter, F. Corman, and G. Lodewijks, "Integrating dynamic signalling commands under fixed-block signalling systems into train dispatching optimization models," Proceedings of the 97th Annual Meeting of the Transportation Research Board, Washington, DC, 17 pp., Jan. 2018. Paper 18-01197.  (abstract,  bibtex,  tech. rep. (pdf))

  31. 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 paper,  abstract,  bibtex,  tech. rep. (pdf))

  32. A. Jamshidnejad, G. Gomes, A.M. Bayen, and B. De Schutter, "Integrated offline and online predictive control system within a base-parallel architecture," Tech. rep. 18-025, Delft Center for Systems and Control, Delft University of Technology, Delft, The Netherlands, 2018. Submitted for publication. See also https://arxiv.org/abs/1907.05464v1.  (abstract,  bibtex)

  33. 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, vol. 6, no. 4, pp. 251-285, 2018.  (online paper,  abstract,  bibtex,  tech. rep. (pdf))

  34. J. Lago, F. De Ridder, and B. De Schutter, "Erratum to "Forecasting spot electricity prices: Deep learning approaches and empirical comparison of traditional algorithms" [Appl. Energy 221(2018) 386–405]," Applied Energy, vol. 229, p. 1286, 2018.  (online version,  bibtex)

  35. J. Lago, F. De Ridder, P. Vrancx, and B. De Schutter, "Forecasting day-ahead electricity prices in Europe: The importance of considering market integration," Applied Energy, vol. 211, pp. 890-903, 2018.  (online paper,  abstract,  bibtex,  tech. rep. (pdf))

  36. X. Luan, B. De Schutter, F. Corman, and G. Lodewijks, "Integrating dynamic signaling commands under fixed-block signaling systems into train dispatching optimization problems," Transportation Research Record, vol. 2672, no. 8, pp. 275-287, 2018.  (online paper,  abstract,  bibtex,  tech. rep. (pdf))

  37. 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 paper,  abstract,  bibtex,  tech. rep. (pdf))

  38. F. Ruelens, B.J. 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, vol. 9, no. 4, pp. 3792-3800, 2018.  (online paper,  abstract,  bibtex,  tech. rep. (pdf))


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, pp. 5056-5061, Dec. 2017.  (online paper,  abstract,  bibtex,  tech. rep. (pdf))

  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, pp. 5062-5067, Dec. 2017.  (online paper,  abstract,  bibtex,  tech. rep. (pdf))

  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 paper,  abstract,  bibtex,  tech. rep. (pdf))

  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 paper,  abstract,  bibtex,  tech. rep. (pdf))

  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, pp. 5802-5807, Nov. 2017.  (online paper,  abstract,  bibtex,  tech. rep. (pdf))

  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.  (online paper,  abstract,  bibtex,  tech. rep. (pdf))

  7. S.S. Farahani, T. 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 paper,  abstract,  bibtex,  tech. rep. (pdf))

  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 paper,  abstract,  bibtex,  tech. rep. (pdf))

  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 paper,  abstract,  bibtex,  tech. rep. (pdf))

  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 paper,  abstract,  bibtex,  tech. rep. (pdf))

  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 paper,  abstract,  bibtex,  tech. rep. (pdf))

  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 paper,  abstract,  bibtex,  tech. rep. (pdf))

  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 paper,  abstract,  bibtex,  tech. rep. (pdf))

  14. S. Yuan, B. De Schutter, and S. Baldi, "On robust adaptive control of switched linear systems," Proceedings of the 13th IEEE International Conference on Control Applications, Ohrid, Macedonia, pp. 753-758, July 2017.  (online paper,  abstract,  bibtex,  tech. rep. (pdf))

  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 paper,  abstract,  bibtex,  tech. rep. (pdf))

  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. 129-152, Apr. 2017.  (online paper,  bibtex)

  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 paper,  abstract,  bibtex,  tech. rep. (pdf))

  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 paper,  abstract,  bibtex,  tech. rep. (pdf))

  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 paper,  abstract,  bibtex,  tech. rep. (pdf))

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

  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 paper,  abstract,  bibtex,  tech. rep. (pdf))

  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 paper,  abstract,  bibtex,  tech. rep. (pdf))

  23. R. Luo, R. Bourdais, T.J.J. 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 paper,  abstract,  bibtex,  tech. rep. (pdf))


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 paper,  abstract,  bibtex,  tech. 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 paper,  abstract,  bibtex,  tech. rep. (pdf))

  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 paper,  abstract,  bibtex,  tech. 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 paper,  abstract,  bibtex,  tech. 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 paper,  abstract,  bibtex,  tech. 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 paper,  abstract,  bibtex,  tech. rep. (pdf))

  7. V. Rostampour, D. Adzkiya, S. Esmaeil Zadeh Soudjani, B. De Schutter, and T. Keviczky, "Chance-constrained model predictive controller synthesis for stochastic max-plus linear systems," Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, Budapest, Hungary, Oct. 2016.  (online paper,  abstract,  bibtex,  tech. rep. (pdf))

  8. 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 paper,  abstract,  bibtex,  tech. rep. (pdf))

  9. 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 paper,  abstract,  bibtex,  tech. rep. (pdf))

  10. 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 paper,  abstract,  bibtex,  tech. rep. (pdf))

  11. 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 paper,  abstract,  bibtex,  tech. rep. (pdf))

  12. J. Xu, T. 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 paper,  abstract,  bibtex,  tech. rep. (pdf))

  13. 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 paper,  abstract,  bibtex,  tech. rep. (pdf))

  14. 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 paper,  abstract,  bibtex,  tech. rep. (pdf))

  15. 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 paper,  abstract,  bibtex,  tech. rep. (pdf))

  16. 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 paper,  abstract,  bibtex,  tech. rep. (pdf))

  17. 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 paper,  bibtex)

  18. 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 paper,  abstract,  bibtex,  tech. rep. (pdf))

  19. 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 paper,  abstract,  bibtex,  tech. rep. (pdf))

  20. 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 paper,  abstract,  bibtex,  tech. rep. (pdf))

  21. 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 paper,  abstract,  bibtex,  tech. rep. (pdf))

  22. J. Xu, L. Busoniu, T. 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 paper,  abstract,  bibtex,  tech. rep. (pdf))

  23. 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 paper,  abstract,  bibtex,  tech. rep. (pdf))

  24. 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.  (abstract,  bibtex,  report (pdf))

  25. 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 paper,  abstract,  bibtex,  tech. rep. (pdf))

  26. 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 paper,  abstract,  bibtex,  tech. rep. (pdf))

  27. 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 paper,  abstract,  bibtex,  tech. rep. (pdf))

  28. 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 paper,  abstract,  bibtex,  tech. rep. (pdf))

  29. 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 paper,  bibtex)

  30. 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.  (abstract,  bibtex)

  31. 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 paper,  abstract,  bibtex,  tech. rep. (pdf))

  32. 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 paper,  bibtex)

  33. 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 paper,  abstract,  bibtex,  tech. rep. (pdf))

  34. 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 paper,  bibtex)

  35. 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 link,  bibtex)

  36. Y. Wang, X. Pan, S. Su, 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 paper,  abstract,  bibtex,  tech. rep. (pdf))


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