Scientific publications
Article
Control in an uncertain world
Theoretical Foundations
Data-driven predictive control for demand side management: Theoretical and experimental results
Article
Control in an uncertain world
Theoretical Foundations
Model Predictive Control in buildings with thermal and visual comfort constraints
Journal
Energy and Buildings
Volume
306
Number
113831
Year of Publication
2024
Article
Control in an uncertain world
Theoretical Foundations
Peak estimation of rational systems using convex optimization
Article
Mobility of the Future
Moon-shot project
Passenger social rerouting strategies in capacitated public transport systems
Journal
Transportation Research Part E: Logistics and Transportation Review
Volume
188
Number
103598
Year of Publication
2024
Article
Mobility of the Future
Moon-shot project
Train separation at cruising speed, how it can improve current railway operations
Journal
Journal of Rail Transport Planning \& Management
Volume
30
Number
100451
Year of Publication
2024
Article
Mobility of the Future
Moon-shot project
Microscopic railway capacity assessment of heterogeneous traffic under real-life operational conditions
Journal
Journal of Rail Transport Planning \& Management
Volume
30
Number
100446
Year of Publication
2024
Article
Mobility of the Future
Moon-shot project
Quantifying the dynamic predictability of train delay with uncertainty-aware neural networks
Journal
Transportation Research Part C: Emerging Technologies
Volume
162
Number
104563
Year of Publication
2024
Article
Mobility of the Future
Moon-shot project
Explainable train delay propagation: A graph attention network approach
Journal
Transportation Research Part E: Logistics and Transportation Review
Volume
184
Number
103457
Year of Publication
2024
Article
Mobility of the Future
Moon-shot project
Handling uncertainty in train timetable rescheduling: A review of the literature and future research directions
Journal
Transportation Research Part E: Logistics and Transportation Review
Volume
183
Number
103429
Year of Publication
2024
Article
Mobility of the Future
Moon-shot project
Increasing realism in modelling energy losses in railway vehicles and their impact to energy-efficient train control
Journal
Railway Engineering Science
Volume
32
Number
3
Pages
28
Year of Publication
2024
Article
Mobility of the Future
Moon-shot project
How Will the Railway Look Like in 2050? A Survey of Experts on Technologies, Challenges and Opportunities for the Railway System
Journal
IEEE Open Journal of Intelligent Transportation Systems
Volume
5
Pages
17
Year of Publication
2024
Article
Mobility of the Future
Moon-shot project
Network-Wide Public Transport Occupancy Prediction Framework With Multiple Line Interactions
Journal
IEEE Open Journal of Intelligent Transportation Systems
Volume
4
Pages
17
Year of Publication
2023
Article
Mobility of the Future
Moon-shot project
Set covering heuristics in a Benders decomposition for railway timetabling
Journal
Computers \& Operations Research
Volume
159
Number
106339
Year of Publication
2023
Article
Mobility of the Future
Moon-shot project
Modeling system dynamics of interacting cruising trains to reduce the impact of power peaks
Journal
Expert Systems with Applications
Volume
230
Number
120650
Year of Publication
2023
Article
Control in an uncertain world
Theoretical Foundations
Direct multiple shooting for computationally efficient train trajectory optimization
Journal
Transportation Research Part C: Emerging Technologies
Volume
152
Number
104170
Year of Publication
2023
Article
Mobility of the Future
Moon-shot project
Train traffic control in merging stations: A data-driven approach
Journal
Transportation Research Part C: Emerging Technologies
Volume
152
Number
104155
Year of Publication
2023
Article
Mobility of the Future
Moon-shot project
Integrated speed modeling and traffic management to precisely model the effect and dynamics of temporary speed restrictions to high-speed railway traffic
Journal
Transportation Research Part C: Emerging Technologies
Volume
152
Number
104148
Year of Publication
2023
Article
Mobility of the Future
Moon-shot project
Various Vulnerabilities in Highway Hierarchies
Journal
International Journal of Technoethics
Volume
15
Number
1
Pages
11
Year of Publication
2024
Article
Mobility of the Future
Moon-shot project
Bearing the weight: A qualitative study on expert views on integrating ethics in autonomous vehicles
Journal
Transportation Research Interdisciplinary Perspectives
Volume
25
Number
101096
Year of Publication
2024
Article
Energy systems
Experimental Validation for Distributed Control of Energy Hubs
Journal
Journal of Physics: Conference Series
Volume
2600
Number
7
Year of Publication
2023
Article
Energy systems
Degradation-aware data-enabled predictive control of energy hubs
Journal
Journal of Physics: Conference Series
Volume
2600
Number
7
Year of Publication
2023
Article
Energy systems
Distributed multi-horizon model predictive control for network of energy hubs
Journal
Control Engineering Practice
Volume
147
Number
105922
Year of Publication
2024
Article
Scalable and correct by design synthesis
Computational Methods
Data-Enabled Predictive Iterative Control
Journal
IEEE Control Systems Letters
Volume
8
Pages
5
Year of Publication
2024
Article
Industry 4.0
Moon-shot project
Reliability and Lifetime Optimal Control for Electric Vehicle Power Converters
Journal
IEEE Control Systems Letters
Volume
8
Pages
5
Year of Publication
2024
Article
Control in a data rich world
Theoretical Foundations
Regret optimal control for uncertain stochastic systems
Article
Energy systems
Power grid parameter estimation without phase measurements: Theory and empirical validation
Journal
Electric Power Systems Research
Volume
235
Number
110709
Year of Publication
2024
Article
Control in a data rich world
Theoretical Foundations
Online Linear Quadratic Tracking With Regret Guarantees
Journal
IEEE Control Systems Letters
Volume
7
Pages
5
Year of Publication
2023
Article
Homothetic Tube Model Predictive Control With Multi-Step Predictors
Journal
IEEE Control Systems Letters
Volume
7
Pages
5
Year of Publication
2023
Article
Experimental implementation of an emission-aware prosumer with online flexibility quantification and provision
Journal
Sustainable Cities and Society
Volume
111
Number
105531
Year of Publication
2024
Article
Comprehensive energy demand and usage data for building automation
Article
Control in a data rich world
Theoretical Foundations
Data-driven adaptive building thermal controller tuning with constraints: A primal–dual contextual Bayesian optimization approach
Article
Performance gaps between energy system planning and operation: a study exploring the impacts of model fidelity and dispatch strategy
Journal
Journal of Physics: Conference Series
Volume
2600
Number
3
Year of Publication
2023
Article
Control in an uncertain world
Theoretical Foundations
Increasing electrical reserve provision in districts by exploiting energy flexibility of buildings with robust model predictive control
Journal
Advances in Applied Energy
Volume
10
Number
100130
Year of Publication
2023
Article
Scalable and correct by design synthesis
Computational Methods
Towards scalable physically consistent neural networks: An application to data-driven multi-zone thermal building models
Article
Design optimization of a district heating and cooling system with a borehole seasonal thermal energy storage
Article
Flexibility assessment of power-hydrogen-power (P2H2P) system in multi-energy districts
Journal
Journal of Physics: Conference Series
Volume
2600
Number
7
Year of Publication
2023
Article
Flexibility implications of optimal PV design: building vs. community scale
Journal
Journal of Physics: Conference Series
Volume
2600
Number
8
Year of Publication
2023
Article
Making an air-source heat pump smart-grid ready
Journal
Journal of Physics: Conference Series
Volume
2600
Number
5
Year of Publication
2023
Article
Effect of climate on the optimal sizing and operation of seasonal ice storage systems
Journal
Journal of Physics: Conference Series
Volume
2600
Number
8
Year of Publication
2023
Article
Control in a data rich world
Theoretical Foundations
Universal Approximation Property of Hamiltonian Deep Neural Networks
Article
Control in a data rich world
Theoretical Foundations
Physically Consistent Neural ODEs for Learning Multi-Physics Systems*
Journal
IFAC-PapersOnLine
Volume
56
Number
2
Pages
5
Year of Publication
2023
Article
Control in an uncertain world
Theoretical Foundations
Closed-loop identification of stabilized models using dual input–output parameterization
Article
Mobility of the Future
Moon-shot project
A hierarchical control framework for vehicle repositioning in ride-hailing systems
Journal
Transportation Research Part C: Emerging Technologies
Volume
168
Number
104717
Year of Publication
2024
Article
Mobility of the Future
Moon-shot project
A Coverage Control-Based Idle Vehicle Rebalancing Approach for Autonomous Mobility-on-Demand Systems
Journal
IEEE Transactions on Control Systems Technology
Volume
32
Number
5
Pages
14
Year of Publication
2024
Article
Control in a data rich world
Theoretical Foundations
Violation-aware contextual Bayesian optimization for controller performance optimization with unmodeled constraints
Journal
Journal of Process Control
Volume
138
Number
103212
Year of Publication
2024
Article
Control in a data rich world
Theoretical Foundations
Lower Bounds on the Noiseless Worst-Case Complexity of Efficient Global Optimization
Journal
Journal of Optimization Theory and Applications
Volume
201
Number
2
Pages
25
Year of Publication
2024
Article
End-to-end automated energy system
Mobility of the Future
Energy systems
Energy systems
Moon-shot project
BIG Hype: Best Intervention in Games via Distributed Hypergradient Descent
Journal
IEEE Transactions on Automatic Control
Pages
15
Year of Publication
2024
Article
End-to-end automated energy system
Energy systems
Decentralized Over-the-Air Federated Learning by Second-Order Optimization Method
Journal
IEEE Transactions on Wireless Communications
Volume
23
Number
6
Pages
15
Year of Publication
2024
Article
Scalable and correct by design synthesis
Computational Methods
Data-Driven Joint Distributionally Robust Chance-Constrained Operation for Multiple Integrated Electricity and Heating Systems
Journal
IEEE Transactions on Sustainable Energy
Volume
15
Number
3
Pages
16
Year of Publication
2024
Article
Scalable and correct by design synthesis
Computational Methods
Ensuring data privacy in AC Optimal Power Flow with a distributed co-simulation framework
Journal
Electric Power Systems Research
Volume
235
Number
110710
Year of Publication
2024
