Publications 2021-2025
Bart De Schutter
Years:
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.
2025
- S. Mallick, F. Airaldi, A. Dabiri, C. Sun, and B. De Schutter,
"Reinforcement learning-based model predictive control for greenhouse
climate control," Smart Agricultural Technology,
vol. 10, p. 100751, Mar. 2025. (online
paper
, abstract, bibtex)
- A. Moradvandi, B. De Schutter, E. Abraham, and R.E.F. Lindeboom, "Model
predictive control of purple bacteria in raceway reactors: Handling
microbial competition, disturbances, and performance," Computers and Chemical Engineering, vol. 194, p. 108981,
Mar. 2025. (online
paper
, abstract, bibtex)
- K. He, S. Shi, T. van den Boom, and B. De Schutter, "Approximate dynamic
programming for constrained piecewise affine systems with stability and
safety guarantees," IEEE Transactions on Systems, Man and
Cybernetics: Systems, 2025. Early access. (online
paper
, abstract, bibtex)
- S. Mallick, A. Dabiri, and B. De Schutter, "Distributed model predictive
control for piecewise affine systems based on switching ADMM," IEEE Transactions on Automatic Control, 2025. To
appear. (online
paper
, abstract, bibtex)
- A. Moradvandi, S. Heegstra, P. Ceron-Chafla, B. De Schutter, E. Abraham,
and R.E.F. Lindeboom, "Model predictive control of feed rate for
stabilizing and enhancing biogas production in anaerobic digestion under
meteorological fluctuations," Journal of Process
Control, vol. 147, p. 103375, 2025. (online
paper
, abstract, bibtex)
- J. Xu, Y. Lou, B. De Schutter, and Z. Xiong, "Error-free approximation of
explicit linear MPC through lattice piecewise affine expression," IEEE Transactions on Automatic Control, 2025. To
appear. (online
paper, abstract, bibtex)
2024
- K. He, S. Shi, T. van den Boom, and B. De Schutter, "Efficient and safe
learning-based control of piecewise affine systems using optimization-free
safety filters," Proceedings of the 63rd IEEE Conference
on Decision and Control, Milan, Italy, Dec. 2024. (abstract, bibtex)
- C. Liu, S. Shi, and B. De Schutter, "Stability and performance analysis of
model predictive control of uncertain linear systems," Proceedings of the 63rd IEEE Conference on Decision and
Control, Milan, Italy, Dec. 2024. (bibtex)
- A. Riccardi, L. Laurenti, and B. De Schutter, "A generalized partitioning
strategy for distributed control," Proceedings of the
63rd IEEE Conference on Decision and Control, Milan, Italy, Dec.
2024. (abstract, bibtex)
- G. Battocletti, D. Boskos, D. Tolić, I. Palunko, and B. De Schutter,
"Entanglement definitions for tethered robots: Exploration and analysis,"
IEEE Access, vol. 12, pp. 178153-178170, Nov.
2024. (online
paper
, abstract, bibtex) [see also: supplement]
- G. Battocletti, D. Boskos, D. Tolić, I. Palunko, and B. De Schutter,
"Entanglement definitions for tethered robots: Exploration and analysis -
supplemental material," Tech. report, Delft University of Technology,
Delft, The Netherlands, Oct. 2024. (abstract, bibtex, report
(pdf)) [see also: original
paper]
- D. Sun, A. Jamshidnejad, and B. De Schutter, "Adaptive parameterized model
predictive control based on reinforcement learning: A synthesis
framework," Engineering Applications of Artificial
Intelligence, vol. 136-B, p. 109009, Oct. 2024. (online
paper
, abstract, bibtex)
- S. Mallick, F. Airaldi, A. Dabiri, and B. De Schutter, "Multi-agent
reinforcement learning via distributed MPC as a function approximator,"
Automatica, vol. 167, p. 111803, Sept. 2024.
(online
paper
, abstract, bibtex)
- H. Zhang, X. Liu, D. Sun, A. Dabiri, and B. De Schutter, "Integrated
reinforcement learning and optimization for railway timetable
rescheduling," Proceedings of the 17th IFAC Symposium on
Control in Transportation Systems (CTS 2024), Ayia Napa, Cyprus,
pp. 310-315, July 2024. (online
paper
, abstract, bibtex, tech.
report (pdf))
- A. Athrey, O. Mazhar, M. Guo, B. De Schutter, and S. Shi, "Regret analysis
of learning-based linear quadratic Gaussian control with additive
exploration," Proceedings of the 2024 European Control
Conference, Stockholm, Sweden, pp. 1795-1801, June 2024. (online
paper, abstract, bibtex, tech.
report (pdf))
- F. Cordiano and B. De Schutter, "Scenario reduction with guarantees for
stochastic optimal control of linear systems," Proceedings of the 2024 European Control Conference,
Stockholm, Sweden, pp. 3502-3508, June 2024. (online
paper, abstract, bibtex, tech.
report (pdf))
- S. Markkassery, T. van den Boom, and B. De Schutter, "Eigenvalues of
time-invariant max-min-plus-scaling discrete-event systems," Proceedings of the 2024 European Control Conference,
Stockholm, Sweden, pp. 2017-2022, June 2024. (online
paper, abstract, bibtex, tech.
report (pdf))
- S. Shi, Z. Sun, and B. De Schutter, "A behavioral perspective on models of
linear dynamical networks with manifest variables," Proceedings of the 2024 European Control Conference,
Stockholm, Sweden, pp. 2927-2933, June 2024. (online
paper, abstract, bibtex, tech.
report (pdf))
- T. Tao, S. Roy, B. De Schutter, and S. Baldi, "Adaptive synchronization of
uncertain underactuated Euler-Lagrange agents," IEEE
Transactions on Automatic Control, vol. 69, no. 6, pp. 3912-3927,
June 2024. (online paper, abstract, bibtex)
- X. Liu, A. Dabiri, Y. Wang, and B. De Schutter, "Real-time train scheduling
with uncertain passenger flows: A scenario-based distributed model
predictive control approach," IEEE Transactions on
Intelligent Transportation Systems, vol. 25, no. 5, pp. 4219-4232,
May 2024. (online
paper
, abstract, bibtex, tech.
report (pdf))
- S. Markkassery, T. van den Boom, and B. De Schutter, "Stability of
time-invariant max-min-plus-scaling discrete-event systems with diverse
states," Proceedings of the 17th IFAC Workshop on
Discrete Event Systems (WODES 2024), Rio de Janeiro, Brazil, pp.
60-65, Apr.-May 2024. (online
paper
, abstract, bibtex, tech.
report (pdf))
- A. Moradvandi, E. Abraham, A. Goudjil, B. De Schutter, and R.E.F.
Lindeboom, "An identification algorithm of switched Box-Jenkins systems in
the presence of bounded disturbances: An approach for approximating
complex biological wastewater treatment models," Journal
of Water Process Engineering, vol. 60, p. 105202, Apr. 2024.
(online
paper
, abstract, bibtex)
- D. Yue, S. Baldi, J. Cao, and B. De Schutter, "Model reference adaptive
stabilizing control with application to leaderless consensus," IEEE Transactions on Automatic Control, vol. 69, no. 3,
pp. 2052-2059, Mar. 2024. (online paper, abstract, bibtex)
- L. Gharavi, B. De Schutter, and S. Baldi, "H4MPC: A hybridization toolbox
for model predictive control in automated driving," Proceedings of the 2024 IEEE 18th International Conference on
Advanced Motion Control (AMC2024), Kyoto, Japan, 6 pp., Feb.-Mar.
2024. (online
paper, abstract, bibtex, tech.
report (pdf))
- K. He, S. Shi, T. van den Boom, and B. De Schutter, "Approximate dynamic
programming for constrained linear systems: A piecewise quadratic
approximation approach," Automatica, vol. 160, p.
111456, Feb. 2024. (online
paper
, abstract, bibtex)
- T. Tao, S. Roy, B. De Schutter, and S. Baldi, "Distributed adaptive
synchronization in Euler Lagrange networks with uncertain
interconnections," IEEE Transactions on Automatic
Control, vol. 69, no. 2, pp. 1081-1088, Feb. 2024. (online paper, abstract, bibtex)
- A. Đuraš, B.J. Wolf, A. Ilioudi, I. Palunko, and B. De Schutter, "A dataset
for detection and segmentation of underwater marine debris in shallow
waters," Scientific Data, vol. 11, p. 921,
2024. (online
paper
, abstract, bibtex)
- L. Gharavi, A. Dabiri, J. Verkuijlen, B. De Schutter, and S. Baldi,
"Proactive emergency collision avoidance for automated driving in highway
scenarios," IEEE Transactions on Control Systems
Technology, 2024. To appear. (online paper,
abstract, bibtex)
- L. Gharavi, C. Liu, B. De Schutter, and S. Baldi, "Sensitivity analysis for
piecewise-affine approximations of nonlinear programs with polytopic
constraints," IEEE Control Systems Letters, vol.
8, pp. 1271-1276, 2024. (online paper,
abstract, bibtex)
- A. Jamshidnejad and B. De Schutter, "A combined probabilistic-fuzzy
approach for dynamic modeling of traffic in smart cities: Handling
imprecise and uncertain traffic data," Computers and
Electrical Engineering, vol. 119-A, p. 109552, 2024. (online
paper
, abstract, bibtex)
- X. Liu, A. Dabiri, Y. Wang, J. Xun, and B. De Schutter, "Distributed model
predictive control for virtually coupled heterogeneous trains: Comparison
and assessment," IEEE Transactions on Intelligent
Transportation Systems, vol. 25, pp. 20753-20766, 2024. (online
paper
, abstract, bibtex)
- D. Sun, A. Jamshidnejad, and B. De Schutter, "A novel framework combining
MPC and deep reinforcement learning with application to freeway traffic
control," IEEE Transactions on Intelligent Transportation
Systems, vol. 25, no. 7, pp. 6756-6769, 2024. (online
paper
, abstract, bibtex)
2023
- A. Alloul, A. Moradvandi, D. Puyol, R. Molina, G. Gardella, S.E. Vlaeminck,
B. De Schutter, E. Abraham, R.E.F. Lindeboom, and D.G. Weissbrodt, "A
novel mechanistic modelling approach for microbial selection dynamics:
Towards improved design and control of raceway reactors for purple
bacteria," Bioresource Technology, vol. 390, p.
129844, Dec. 2023. (online
paper
, abstract, bibtex, tech.
report (pdf)) [see also: supplement]
- X. Liu, A. Dabiri, J. Xun, and B. De Schutter, "Bi-level model predictive
control for metro networks: Integration of timetables, passenger flows,
and train speed profiles," Transportation Research Part
E, vol. 180, p. 103339, Dec. 2023. (online
paper
, abstract, bibtex, tech.
report (pdf))
- D. Yue, S. Baldi, J. Cao, Q. Li, and B. De Schutter, "Distributed adaptive
resource allocation: An uncertain saddle-point dynamics viewpoint," IEEE/CAA Journal of Automatica Sinica, vol. 10, no. 12,
pp. 2209-2221, Dec. 2023. (online paper, abstract, bibtex, tech.
report (pdf))
- E. de Gelder, K. Adjenughwure, J. Manders, R. Snijders, J.-P. Paardekooper,
O. Op den Camp, A. Tejada, and B. De Schutter, "PRISMA: A novel approach
for deriving probabilistic surrogate safety measures for risk evaluation,"
Accident Analysis & Prevention, vol. 192, p.
107273, Nov. 2023. (online paper,
abstract, bibtex, tech.
report (pdf))
- A. Jamshidnejad, D. Sun, A. Ferrara, and B. De Schutter, "A novel bi-level
temporally-distributed MPC approach: An application to green urban
mobility," Transportation Research Part C, vol.
156, p. 104334, Nov. 2023. (online
paper
, abstract, bibtex, tech.
report (pdf))
- A. Alloul, A. Moradvandi, D. Puyol, R. Molina, G. Gardella, S.E. Vlaeminck,
B. De Schutter, E. Abraham, R.E.F. Lindeboom, and D.G. Weissbrodt, "A
novel mechanistic modelling approach for microbial selection dynamics:
Towards improved design and control of raceway reactors for purple
bacteria - supplementary material," Tech. report, Delft University of
Technology, Delft, The Netherlands, Oct. 2023. (abstract, bibtex, report
(pdf)) [see also: original
paper]
- M. Ubbens and B. De Schutter, "Optimal control of offshore wind farm
collector systems during outages," Proceedings of the
2023 IEEE International Conference on Communications, Control, and
Computing Technologies for Smart Grids (SmartGridComm), Glasgow,
UK, 6 pp., Oct.-Nov. 2023. (online
paper, abstract, bibtex, tech.
report (pdf))
- A. Daman, X. Liu, A. Dabiri, and B. De Schutter, "Benders
decomposition-based optimization of train departure frequencies in metro
networks," Proceedings of the 2023 IEEE 26th
International Conference on Intelligent Transportation Systems
(ITSC), Bilbao, Spain, pp. 5371-5376, Sept. 2023. (online
paper, abstract, bibtex, tech.
report (pdf))
- A.D. Sadowska, J.M. Maestre, R. Kassing, P.J. van Overloop, and B. De
Schutter, "Predictive control of a human-in-the-loop network system
considering operator comfort requirements," IEEE
Transactions on Systems, Man and Cybernetics: Systems, vol. 53, no.
8, pp. 4610-4622, Aug. 2023. (online paper,
abstract, bibtex, tech.
report (pdf))
- S. Siri, C. Pasquale, N. Bhouri, B. De Schutter, M. Ghazel, and F. Viti,
"Guest editorial: Innovative control approaches for smart transportation
systems," Control Engineering Practice, vol. 137,
p. 105564, Aug. 2023. (online
version, abstract, bibtex)
- F. Airaldi, B. De Schutter, and A. Dabiri, "Learning safety in model-based
reinforcement learning using MPC and Gaussian processes," Proceedings of the 22nd IFAC World Congress, Yokohama,
Japan, pp. 5759-5764, July 2023. (online
paper
, abstract, bibtex)
- F. Cordiano, M. Fochesato, L. Huang, and B. De Schutter, "Provably-stable
stochastic MPC for a class of nonlinear contractive systems," Proceedings of the 22nd IFAC World Congress, Yokohama,
Japan, pp. 11242-11248, July 2023. (online
paper
, abstract, bibtex, tech.
report (pdf))
- L. Gharavi, B. De Schutter, and S. Baldi, "Parametric piecewise-affine
approximation of nonlinear systems: A cut-based approach," Proceedings of the 22nd IFAC World Congress, Yokohama,
Japan, pp. 6666-6671, July 2023. (online
paper
, abstract, bibtex, tech.
report (pdf))
- X. Liu, A. Dabiri, and B. De Schutter, "Scenario-based MPC for real-time
passenger-centric timetable scheduling of urban rail transit networks,"
Proceedings of the 22nd IFAC World Congress,
Yokohama, Japan, pp. 2347-2352, July 2023. (online
paper
, abstract, bibtex, tech.
report (pdf))
- A. Moradvandi, R.E.F. Lindeboom, E. Abraham, and B. De Schutter, "Models
and methods for hybrid system identification: A systematic survey," Proceedings of the 22nd IFAC World Congress, Yokohama,
Japan, pp. 95-107, July 2023. (online
paper
, abstract, bibtex, tech.
report (pdf))
- R. Ranjbar, A. Sadowska, J.M. Maestre, P.J. van Overloop, and B. De
Schutter, "Predictive control of irrigation canals considering well-being
of operators," Proceedings of the 22nd IFAC World
Congress, Yokohama, Japan, pp. 731-736, July 2023. (online
paper
, abstract, bibtex, tech.
report (pdf))
- S. Shi, X. Cheng, B. De Schutter, and P.M.J. Van den Hof, "Signal selection
for local module identification in linear dynamic networks: A graphical
approach," Proceedings of the 22nd IFAC World
Congress, Yokohama, Japan, pp. 2407-2412, July 2023. (online
paper
, abstract, bibtex, tech.
report (pdf))
- D. Sun, A. Jamshidnejad, and B. De Schutter, "Adaptive parameterized
control for coordinated traffic management using reinforcement learning,"
Proceedings of the 22nd IFAC World Congress,
Yokohama, Japan, pp. 5463-5468, July 2023. (online
paper
, abstract, bibtex, tech.
report (pdf))
- D. Sun, A. Jamshidnejad, and B. De Schutter, "Optimal sub-references for
setpoint tracking: A multi-level MPC approach," Proceedings of the 22nd IFAC World Congress, Yokohama,
Japan, pp. 9411-9416, July 2023. (online
paper
, abstract, bibtex, tech.
report (pdf))
- T. van den Boom, A. Gupta, B. De Schutter, and R. Beek,
"Max-min-plus-scaling systems in a discrete-event framework with an
application in urban railway," Proceedings of the 22nd
IFAC World Congress, Yokohama, Japan, pp. 7906-7911, July
2023. (online
paper
, bibtex)
- A. Ilioudi, B.J. Wolf, A. Dabiri, and B. De Schutter, "Towards establishing
an automated selection framework for underwater image enhancement
methods," Proceedings of the OCEANS 2023,
Limerick, Ireland, June 2023. (online
paper, abstract, bibtex, tech.
report (pdf))
- J. Fu, S. Peyghami, A. Núñez, F. Blaabjerg, and B. De
Schutter, "A tractable failure probability prediction model for predictive
maintenance scheduling of large-scale modular-multilevel-converters,"
IEEE Transactions on Power Electronics, vol. 38,
no. 5, p. 6533-6544, May 2023. (online paper,
abstract, bibtex, tech.
report (pdf))
- J. Jeschke, D. Sun, A. Jamshidnejad, and B. De Schutter,
"Grammatical-evolution-based parameterized model predictive control for
urban traffic networks," Control Engineering
Practice, vol. 132, p. 105431, Mar. 2023. (online
paper
, abstract, bibtex, tech.
report (pdf))
- X. Liu, A. Dabiri, Y. Wang, and B. De Schutter, "Modeling and efficient
passenger-oriented control for urban rail transit networks," IEEE Transactions on Intelligent Transportation Systems,
vol. 24, no. 3, pp. 3325-3338, Mar. 2023. (online
paper
, abstract, bibtex, tech.
report (pdf))
- M. Lv, B. De Schutter, and S. Baldi, "Non-recursive control for
formation-containment of HFV swarms with dynamic event-triggered
communication," IEEE Transactions on Industrial
Informatics, vol. 19, no. 3, Mar. 2023. (online paper, bibtex)
- L.A. de Araujo Passos, T.J. Ceha, S. Baldi, and B. De Schutter, "Model
predictive control of a thermal chimney and dynamic solar shades for an
all-glass facades building," Energy, vol. 264, p.
126177, Feb. 2023. (online
paper, abstract, bibtex, tech.
report (pdf))
- M. Lv, B. De Schutter, J. Cao, and S. Baldi, "Adaptive prescribed
performance asymptotic tracking for high-order odd-rational-power
nonlinear systems," IEEE Transactions on Automatic
Control, vol. 68, no. 2, pp. 1047-1053, Feb. 2023. (online paper, abstract, bibtex, tech.
report (pdf))
- J. Fransman, J. Sijs, H. Dol, E. Theunissen, and B. De Schutter,
"Distributed Bayesian: A continuous distributed constraint optimization
problem solver," Journal of Artificial Intelligence
Research, vol. 76, pp. 393-433, Jan. 2023. (online paper
, bibtex)
- J. Fu, A. Núñez, and B. De Schutter, "A bidding mechanism for
maintenance of generation units considering inter-ISO power exchange,"
International Journal of Electrical Power and Energy
Systems, vol. 144, p. 108595, Jan. 2023. (online
paper
, abstract, bibtex, tech.
report (pdf))
- X. Wang, S. Baldi, X. Feng, C. Wu, H. Xie, and B. De Schutter, "A
fixed-wing UAV formation algorithm based on vector field guidance," IEEE Transactions on Automation Science and Engineering,
vol. 20, no. 1, pp. 179-192, Jan. 2023. (online paper,
abstract, bibtex, tech.
report (pdf))
- Y. Wang, S. Lin, Y. Wang, B. De Schutter, and J. Xu, "Robustness analysis
of platoon control for mixed types of vehicles," IEEE
Transactions on Intelligent Transportation Systems, vol. 24, no. 1,
pp. 331-340, Jan. 2023. (online paper,
abstract, bibtex, tech.
report (pdf))
- A. Castelletti, A. Ficchì, A. Cominola, P. Segovia, M. Giuliani, W.
Wu, S. Lucia, C. Ocampo-Martinez, B. De Schutter, and J.M. Maestre, "Model
predictive control of water resources systems: A review and research
agenda," Annual Reviews in Control, vol. 55, pp.
442-465, 2023. (online
paper
, abstract, bibtex, tech.
report (pdf))
- L.A. de Araujo Passos, P. van den Engel, S. Baldi, and B. De Schutter,
"Dynamic optimization for minimal HVAC demand with latent heat storage,
heat recovery, natural ventilation, and solar shadings," Energy Conversion and Management, vol. 276, p. 116573,
2023. (online
paper, abstract, bibtex, tech.
report (pdf))
- E.-A. Eigbe, B. De Schutter, M. Nasri, and N. Yorke-Smith, "Sequence- and
time-dependent maintenance scheduling in twice re-entrant flow shops,"
IEEE Access, vol. 11, pp. 103461-103475,
2023. (online
paper
, abstract, bibtex, tech.
report (pdf))
- W. Phusakulkajorn, A. Núñez, H. Wang, A. Jamshidi, A.
Zoeteman, B. Ripke, R. Dollevoet, B. De Schutter, and Z. Li, "Artificial
intelligence in railway infrastructure: Current research, challenges, and
future opportunities," Intelligent Transportation
Infrastructure, vol. 2, 2023. Paper liad016. (online paper
, abstract, bibtex, tech.
report (pdf))
- S. Shi, O. Mazhar, and B. De Schutter, "Finite-sample analysis of
identification of switched linear systems with arbitrary or restricted
switching," IEEE Control Systems Letters, vol. 7,
pp. 121-126, 2023. (online paper,
abstract, bibtex, tech.
report (pdf))
- F. Storani, R. Di Pace, and B. De Schutter, "A traffic responsive control
framework for signalized junctions based on hybrid traffic flow
representation," Journal of Intelligent Transportation
Systems, vol. 27, no. 5, pp. 606-625, 2023. (online
paper, abstract, bibtex, tech.
report (pdf))
- K. Wu, B. De Schutter, J. Rezaei, and L. Tavasszy, "Decision analysis and
coordination in green supply chains with stochastic demand," International Journal of Systems Science: Operations &
Logistics, vol. 10, no. 1, p. 2208277, 2023. (online
paper
, abstract, bibtex, tech.
report (pdf))
2022
- M. Lv, Z. Chen, B. De Schutter, and S. Baldi, "Prescribed-performance
tracking for high-power nonlinear dynamics with time-varying unknown
control coefficients," Automatica, vol. 146, p.
110584, Dec. 2022. (online
paper, abstract, bibtex, tech.
report (pdf))
- J. Fu, A. Núñez, and B. De Schutter, "Accelerated optimal
maintenance scheduling for generation units on a truthful platform," Energy Reports, vol. 8, pp. 9777-9786, Nov. 2022.
(online
paper
, abstract, bibtex, tech.
report (pdf))
- Y. Wang, S. Zhu, S. Li, L. Yang, and B. De Schutter, "Hierarchical model
predictive control for on-line high-speed railway delay management and
train control in a dynamic operations environment," IEEE
Transactions on Control Systems Technology, vol. 30, no. 6, pp.
2344-2359, Nov. 2022. (online paper,
abstract, bibtex, tech.
report (pdf))
- E.A. Bartels, T. Pippia, and B. De Schutter, "Influence of hydrogen on grid
investments for smart microgrids," International Journal
of Electrical Power and Energy Systems, vol. 141, Oct. 2022.
Article 107968. (online
paper
, bibtex)
- E. de Gelder, J. Hof, E. Cator, J.-P. Paardekooper, O. Op den Camp, J.
Ploeg, and B. De Schutter, "Scenario parameter generation method and
scenario representativeness metric for scenario-based assessment of
automated vehicles," IEEE Transactions on Intelligent
Transportation Systems, vol. 23, no. 10, pp. 18794-18807, Oct.
2022. (online
paper, abstract, bibtex, tech.
report (pdf))
- W. Remmerswaal, D. Sun, A. Jamshidnejad, and B. De Schutter, "Combined MPC
and reinforcement learning for traffic signal control in urban traffic
networks," Proceedings of the 2022 26th International
Conference on System Theory, Control and Computing (ICSTCC),
Sinaia, Romania, pp. 432-439, Oct. 2022. (online
paper, abstract, bibtex, tech.
report (pdf))
- Q. Tao, Z. Li, J. Xu, S. Lin, B. De Schutter, and J.A.K. Suykens,
"Short-term traffic flow prediction based on the efficient hinging
hyperplanes neural network," IEEE Transactions on
Intelligent Transportation Systems, vol. 23, no. 9, pp.
15616-15628, Sept. 2022. (online paper,
abstract, bibtex, tech.
report (pdf))
- X. Liu, A. Dabiri, and B. De Schutter, "Timetable scheduling for
passenger-centric urban rail networks: Model predictive control based on a
novel absorption model," Proceedings of the 2022 IEEE
Conference on Control Technology and Applications (CCTA), Trieste,
Italy, pp. 1147-1152, Aug. 2022. (online
paper, abstract, bibtex, tech.
report (pdf))
- R. Carli, G. Cavone, T. Pippia, B. De Schutter, and M. Dotoli, "Robust
optimal control for demand side management of multi-carrier microgrids,"
IEEE Transactions on Automation Science and
Engineering, vol. 19, no. 3, pp. 1338-1351, July 2022. (online paper,
bibtex)
- E. de Gelder, J.-P. Paardekooper, A.K. Saberi, H. Elrofai, O. Op den Camp,
S. Kraines, J. Ploeg, and B. De Schutter, "Towards an ontology for
scenario definition for the assessment of automated vehicles: An
object-oriented framework," IEEE Transactions on
Intelligent Vehicles, vol. 7, no. 2, pp. 300-314, June 2022.
(online
paper, abstract, bibtex, tech.
report (pdf))
- E.-A. Eigbe, B. De Schutter, M. Nasri, and N. Yorke-Smith, "Predictive
maintenance scheduling in twice re-entrant flow shops with relative due
dates," Proceedings of the 15th Scheduling and Planning
Applications woRKshop (SPARK) - ICAPS 2022 Workshop, (Virtual), 8
pp., June 2022. Paper 3. (online
paper, abstract, bibtex, tech.
report (pdf))
- J. Fu, A. Núñez, and B. De Schutter, "Real-time UAV routing
strategy for monitoring and inspection for postdisaster restoration of
distribution networks," IEEE Transactions on Industrial
Informatics, vol. 18, no. 4, pp. 2582-2592, Apr. 2022. (online paper, abstract, bibtex, tech.
report (pdf))
- D. Yue, S. Baldi, J. Cao, and B. De Schutter, "Distributed adaptive
optimization with weight-balancing," IEEE Transactions on
Automatic Control, vol. 67, no. 4, pp. 2068-2075, Apr. 2022.
(online
paper, abstract, bibtex, tech.
report (pdf))
- S. Liu, A. Sadowska, and B. De Schutter, "A scenario-based distributed
model predictive control approach for freeway networks," Transportation Research Part C, vol. 136, p. 103261,
Mar. 2022. (online paper,
bibtex)
- M. Lv, B. De Schutter, C. Shi, and S. Baldi, "Logic-based distributed
switching control for agents in power-chained form with multiple unknown
control directions," Automatica, vol. 137, p.
110143, Mar. 2022. (online
paper
, abstract, bibtex, tech.
report (pdf))
- C. Orozco, A. Borghetti, B. De Schutter, F. Napolitano, G. Pulazza, and F.
Tossani, "Intra-day scheduling of a local energy community coordinated
with day-ahead multistage decisions," Sustainable Energy,
Grids and Networks, vol. 29, Mar. 2022. Paper 100573. (online paper,
bibtex)
- U. Todorović, J.R.D. Frejo, and B. De Schutter, "Distributed MPC for
large freeway networks using alternating optimization," IEEE Transactions on Intelligent Transportation Systems,
vol. 23, no. 3, pp. 1875-1884, Mar. 2022. (online paper,
abstract, bibtex, tech.
report (pdf))
- G. Cavone, T. van den Boom, L. Blenkers, M. Dotoli, C. Seatzu, and B. De
Schutter, "An MPC-based rescheduling algorithm for disruptions and
disturbances in large-scale railway networks," IEEE
Transactions on Automation Science and Engineering, vol. 19, no. 1,
p. 99-112, Jan. 2022. (online paper,
abstract, bibtex, tech.
report (pdf))
- D. Li and B. De Schutter, "Distributed model-free adaptive predictive
control for urban traffic network," IEEE Transactions on
Control Systems Technology, vol. 30, no. 1, pp. 180-192, Jan.
2022. (online
paper, bibtex)
- A. Ilioudi, A. Dabiri, B.J. Wolf, and B. De Schutter, "Deep learning for
object detection and segmentation in videos: Towards an integration with
domain knowledge," IEEE Access, vol. 10, pp.
34562-34576, 2022. (online
paper
, abstract, bibtex, tech.
report (pdf))
2021
- M. Damoiseaux and B. De Schutter, "An efficient dispersion model for
control of emission levels in the vicinity of freeways," Proceedings of the 2021 IEEE International Intelligent
Transportation Systems Conference (ITSC), Indianapolis, Indiana,
pp. 2455-2462, Sept. 2021. (online
paper, bibtex)
- 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, vol. 29, no. 5, pp. 1891-1906, Sept. 2021. (online
paper
, abstract, bibtex, tech.
report (pdf))
- T. Pippia, J. Lago, R. De Coninck, and B. De Schutter, "Scenario-based
nonlinear model predictive control for building heating systems," Energy and Buildings, vol. 247, p. 111108, Sept.
2021. (online
paper
, bibtex)
- S. Lin and B. De Schutter, "Controller design for stabilizing bilinear
systems with state-based switching," Nonlinear Analysis:
Hybrid Systems, vol. 41, p. 101009, Aug. 2021. (online paper,
abstract, bibtex, tech.
report (pdf))
- 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, vol. 51, no. 8, pp. 4936-4942, Aug.
2021. (online
paper, bibtex)
- 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, vol. 22, no. 8,
pp. 4975-4985, Aug. 2021. (online paper,
abstract, bibtex, tech.
report (pdf))
- E. de Gelder, E. Cator, J.-P. Paardekooper, O. Op den Camp, and B. De
Schutter, "Constrained sampling from a kernel density estimator to
generate scenarios for the assessment of automated vehicles," Proceedings of the 2021 IEEE Intelligent Vehicles Symposium
Workshops (IV Workshops), Nagoya, Japan, pp. 203-208, July
2021. (online
paper, abstract, bibtex, tech.
report (pdf))
- J. Lago, G. Marcjasz, B. De Schutter, and R. Weron, "Forecasting day-ahead
electricity prices: A review of state-of-the-art algorithms, best
practices and an open-access benchmark," Applied
Energy, vol. 293, July 2021. Article 116983. (online
paper
, abstract, bibtex, tech.
report (pdf)) [see also: erratum, software toolbox]
- T.J. Ceha, L.A. de Araujo Passos, S. Baldi, and B. De Schutter, "Model
predictive control for optimal integration of a thermal chimney and solar
shaded building," Proceedings of the 2021 29th
Mediterranean Conference on Control and Automation (MED), Bari,
Italy, pp. 21-26, June 2021. (online
paper, abstract, bibtex, tech.
report (pdf))
- J. Jeschke and B. De Schutter, "Parametrized model predictive control
approaches for urban traffic networks," Proceedings of
the 16th IFAC Symposium on Control in Transportation Systems (CTS
2021), Lille, France, pp. 284-291, June 2021. (online
paper
, abstract, bibtex, tech.
report (pdf))
- D. Yue, S. Baldi, J. Cao, Q. Li, and B. De Schutter, "A directed spanning
tree adaptive control solution to time-varying formations," IEEE Transactions on Control of Network Systems, vol. 8,
no. 2, pp. 690-701, June 2021. (online paper,
abstract, bibtex, tech.
report (pdf))
- 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,
vol. 22, no. 5, pp. 2647-2657, May 2021. (online paper,
abstract, bibtex, tech.
report (pdf)) [see also: companion paper]
- 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, vol. 22, no. 5, pp. 2658-2669, May 2021. (online paper,
abstract, bibtex, tech.
report (pdf)) [see also: companion paper]
- J. Fu, A. Núñez, and B. De Schutter, "A short-term preventive
maintenance scheduling method for distribution networks with distributed
generators and batteries," IEEE Transactions on Power
Systems, vol. 36, pp. 2516-2531, May 2021. (online paper,
abstract, bibtex, tech.
report (pdf))
- T.J.J. van den Boom and B. De Schutter, "Analytic expressions in stochastic
max-plus-linear algebra and their application in model predictive
control," IEEE Transactions on Automatic Control,
vol. 66, no. 4, pp. 1872-1878, Apr. 2021. (online paper, abstract, bibtex, tech.
report (pdf))
- J. Lago, K. Poplavskaya, G. Suryanarayana, and B. De Schutter, "A market
framework for grid balancing support through imbalances trading," Renewable and Sustainable Energy Reviews, vol. 137, Mar.
2021. Article 110467. (online
paper
, abstract, bibtex, tech.
report (pdf))
- J. Xu, T. van den Boom, and B. De Schutter, "Optimistic optimization for
continuous nonconvex piecewise affine functions," Automatica, Mar. 2021. Article 109476. (online
paper, abstract, bibtex, tech.
report (pdf))
- J. Fu, G. Song, and B. De Schutter, "Influence of measurement uncertainty
on parameter estimation and fault location for transmission lines," IEEE Transactions on Automation Science and Engineering,
vol. 18, no. 1, pp. 337-345, Jan. 2021. (online paper,
abstract, bibtex, tech.
report (pdf))
- E. de Gelder, H. Elrofai, A.K. Saberi, J.-P. Paardekooper, O. Op den Camp,
and B. De Schutter, "Risk quantification for automated driving systems in
real-world driving scenarios," IEEE Access, vol.
9, pp. 168953-168970, 2021. (online
paper
, abstract, bibtex, tech.
report (pdf))
- J. Lago, G. Marcjasz, B. De Schutter, and R. Weron, "EPFTOOLBOX: The first
open-access PYTHON library for driving research in electricity price
forecasting (EPF)," WORMS Software (WORking papers in Management Science
Software) WORMS/C/21/01, Department of Operations Research and Business
Intelligence, Wroclaw University of Science and Technology, Wroclaw,
Poland, 2021. (online
version
, abstract, bibtex) [see also: related paper]
- J. Lago, G. Marcjasz, B. De Schutter, and R. Weron, "Erratum to
"Forecasting day-ahead electricity prices: A review of state-of-the-art
algorithms, best practices and an open-access benchmark" [Appl. Energy 293
(2021) 116983]," WORking papers in Management Science (WORMS) WORMS/21/12,
Department of Operations Research and Business Intelligence, Wroclaw
University of Science and Technology, Wroclaw, Poland, 2021. (online
version
, abstract, bibtex, tech.
report (pdf)) [see also: original paper]
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Last update: February 3, 2025.