Publications 2016-2020
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.
2020
- A. Gupta, T. van den Boom, J. van der Woude, and B. De Schutter, "Framework
for studying stability of switching max-plus linear systems," Proceedings of the 15th IFAC Workshop on Discrete Event Systems
(WODES 2020), Virtual conference, pp. 68-74, Nov. 2020. (online
paper
, abstract, bibtex, tech.
report (pdf))
- 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, abstract, bibtex, tech.
report (pdf))
- 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,
abstract, bibtex, tech.
report (pdf)) [see also: supplement]
- 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)
- 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
, abstract, bibtex, tech.
report (pdf)) [see also: supplement]
- R.C. Kassing, B. De Schutter, and E. Abraham, "Supporting information for
"optimal control for precision irrigation of a large-scale plantation","
Tech. report, Delft University of Technology, Delft, The Netherlands, Oct.
2020. (abstract, bibtex, report
(pdf)) [see also: original
paper]
- 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 2020 IEEE 23rd
International Conference on Intelligent Transportation Systems
(ITSC), Virtual conference, 8 pp., Sept. 2020. (online
paper, abstract, bibtex, tech.
report (pdf))
- 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, abstract, bibtex, tech.
report (pdf))
- 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,
abstract, bibtex, tech.
report (pdf))
- A. Gupta, T. 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, Virtual
conference, pp. 1936-1942, July 2020. (online
paper
, abstract, bibtex, tech.
report (pdf))
- S.Y. Liu, S. Lin, Y.B. 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, Virtual conference, pp. 15029-15034, July 2020. (online
paper
, abstract, bibtex, tech.
report (pdf))
- X. Luan, B. De Schutter, L. Meng, and F. Corman, "Decomposition and
distributed optimization of real-time traffic management for large-scale
railway networks - Supplementary material," Tech. report, IVT, ETH
Zürich, Zürich, Switzerland, July 2020. (online
version
, abstract, bibtex, tech.
report (pdf)) [see also: original paper]
- 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, Virtual
conference, pp. 5207-5212, July 2020. (online
paper
, bibtex)
- 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,
abstract, bibtex, tech.
report (pdf))
- 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. (abstract, bibtex, tech.
report (pdf))
- 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)
- 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, abstract, bibtex, tech.
report (pdf))
- 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
version
, abstract, bibtex, tech.
report (pdf)) [see also: original paper]
- 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
, abstract, bibtex, tech.
report (pdf))
- 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
, abstract, bibtex, tech.
report (pdf))
- 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
, abstract, bibtex, tech.
report (pdf))
- 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, abstract, bibtex, tech.
report (pdf))
2019
- 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,
abstract, bibtex, tech.
report (pdf))
- 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,
abstract, bibtex, tech.
report (pdf))
- 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
, abstract, bibtex, tech.
report (pdf))
- 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,
abstract, bibtex, tech.
report (pdf))
- Z. Su, A. Jamshidi, A. Núñez, 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,
abstract, bibtex, tech.
report (pdf))
- 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,
abstract, bibtex, tech.
report (pdf))
- 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
, abstract, bibtex, tech.
report (pdf))
- 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. 837-856, June 2019. (abstract, bibtex, tech.
report (pdf))
- 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, abstract, bibtex, tech.
report (pdf))
- 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),
Montreal, Canada, pp. 1961-1963, May 2019. (abstract, bibtex, tech.
report (pdf))
- 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.
report (pdf)) [see also: original paper]
- 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)
- 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,
abstract, bibtex, tech.
report (pdf))
- 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,
abstract, bibtex, tech.
report (pdf))
- 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)
- 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, abstract, bibtex, tech.
report (pdf))
- 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.
report (pdf))
- 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
, abstract, bibtex, tech.
report (pdf))
- 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, abstract, bibtex)
- 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)
- 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.
report (pdf)) [see also: erratum]
2018
- 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, abstract, bibtex, tech.
report (pdf))
- 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, abstract, bibtex, tech.
report (pdf))
- 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, abstract, bibtex, tech.
report (pdf))
- 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, abstract, bibtex, tech.
report (pdf))
- 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)
- 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)
- 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, abstract, bibtex, tech.
report (pdf))
- M. Faris, A. Núñez, Z. Su, and B. De Schutter, "Distributed
optimization for railway track maintenance operations planning," Proceedings of the 2018 21st International Conference on
Intelligent Transportation Systems (ITSC), Maui, Hawaii, pp.
1194-1201, Nov. 2018. (online paper,
abstract, bibtex, tech.
report (pdf))
- 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,
abstract, bibtex, tech.
report (pdf))
- 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,
abstract, bibtex, tech.
report (pdf))
- 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.
report (pdf))
- 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.
report (pdf)) [see also: companion paper]
- 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.
report (pdf)) [see also: companion paper]
- K. Verbert, B. De Schutter, and R. Babuška, "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, abstract, bibtex, tech.
report (pdf))
- 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.
report (pdf)) [see also: erratum]
- 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.
report (pdf))
- 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.
report (pdf))
- 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.
report (pdf))
- 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.
report (pdf))
- 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.
report (pdf))
- 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)
- 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.
report (pdf))
- 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,
abstract, bibtex, tech.
report (pdf))
- 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.
report (pdf))
- 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.
report (pdf))
- 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.
report (pdf))
- 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.
report (pdf))
- 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.
report (pdf))
- 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.
report (pdf))
- 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.
report (pdf))
- 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.
report (pdf))
- A. Jamshidnejad, G. Gomes, A.M. Bayen, and B. De Schutter, "Integrated
offline and online predictive control system within a base-parallel
architecture," Tech. report 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)
- 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.
report (pdf))
- 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
, abstract, bibtex, tech.
report (pdf)) [see also: original paper]
- 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.
report (pdf))
- 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.
report (pdf))
- K. Máthé, L. Buşoniu, 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.
report (pdf))
- F. Ruelens, B.J. Claessens, S. Quaiyum, B. De Schutter, R. Babuška,
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.
report (pdf))
2017
- 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.
report (pdf))
- 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.
report (pdf))
- Z. Hidayat, R. Babuška, 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.
report (pdf))
- 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.
report (pdf))
- 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.
report (pdf))
- 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.
report (pdf))
- 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.
report (pdf))
- L. Li, R.R. Negenborn, and B. De Schutter, "Distributed model predictive
control for cooperative synchromodal freight transport," Transportation Research Part E, vol. 105, pp. 240-260,
Sept. 2017. (online paper,
abstract, bibtex, tech.
report (pdf))
- F. Ruelens, B.J. Claessens, S. Vandael, B. De Schutter, R. Babuška,
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.
report (pdf))
- 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.
report (pdf))
- 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.
report (pdf))
- 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.
report (pdf))
- J. Xu, L. Buşoniu, 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.
report (pdf))
- 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.
report (pdf))
- 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.
report (pdf)) [see also: addendum]
- 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)
- K. Verbert, R. Babuška, 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.
report (pdf))
- K. Verbert, R. Babuška, 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.
report (pdf))
- K. Verbert, B. De Schutter, and R. Babuška, "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.
report (pdf))
- 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.
report (pdf))
- 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.
report (pdf))
- 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.
report (pdf))
- 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.
report (pdf))
2016
- 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.
report (pdf))
- 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.
report (pdf))
- 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
(ITSC), Rio de Janeiro, Brazil, pp. 1077-1082, Nov. 2016. (online paper,
abstract, bibtex, tech.
report (pdf))
- 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 (ITSC), Rio de Janeiro, Brazil,
pp. 1779-1784, Nov. 2016. (online paper,
abstract, bibtex, tech.
report (pdf))
- 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
(ITSC), Rio de Janeiro, Brazil, pp. 354-359, Nov. 2016. (online paper,
abstract, bibtex, tech.
report (pdf))
- K. Verbert, B. De Schutter, and R. Babuška, "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.
report (pdf))
- 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.
report (pdf))
- 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.
report (pdf))
- 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.
report (pdf))
- 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.
report (pdf))
- 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.
report (pdf))
- J. Xu, T. van den Boom, L. Buşoniu, 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.
report (pdf))
- 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.
report (pdf))
- 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.
report (pdf))
- 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.
report (pdf))
- 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.
report (pdf))
- 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
, abstract, bibtex, tech.
report (pdf))
- 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.
report (pdf))
- 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.
report (pdf))
- 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.
report (pdf))
- 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.
report (pdf))
- J. Xu, L. Buşoniu, 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.
report (pdf))
- 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.
report (pdf))
- 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. report 16-008a, Delft Center for Systems and
Control, Delft University of Technology, Delft, The Netherlands, Apr.
2016. (abstract, bibtex, report
(pdf)) [see also: original
paper]
- 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.
report (pdf))
- 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.
report (pdf))
- 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.
report (pdf))
- 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.
report (pdf))
- 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, abstract, bibtex, tech.
report (pdf))
- 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.
report (pdf))
- 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,
abstract, bibtex, tech.
report (pdf))
- 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.
report (pdf))
- G.A.D. Lopes, B. Kersbergen, B. De Schutter, T. van den Boom, and R.
Babuška, "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)
- 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)
- 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.
report (pdf))
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