Wissenschaftliche Publikationen

Publications
Journal Artikel
End-to-end automated energy system
Energiesysteme
Data-Driven Control: Part Two of Two: Hot Take: Why not go with Models?
Florian Dörfler
Florian Dörfler
Journal
IEEE Control Systems
Volume
43
Zahl
6
Pages
4
2023
Journal Artikel
Control in a data rich world
Control in an uncertain world
Distributed hierarchical control & optimisation
Scalable and correct by design synthesis
Methodische Grundlagen
Methodische Grundlagen
Methodische Grundlagen
Computergestützte Methoden
Layer-to-layer closed-loop feedback control application for inter-layer temperature stabilization in laser powder bed fusion
Alisa Rupenyan
John Lygeros
Journal
Additive Manufacturing
Volume
78
Zahl
103847
2023
Journal Artikel
Control in a data rich world
Industrie 4.0
Methodische Grundlagen
Moon-shot project
Safe Risk-Averse Bayesian Optimization for Controller Tuning
Andreas Krause
Andreas Krause
Alisa Rupenyan
Journal
IEEE Robotics and Automation Letters
Volume
8
Zahl
12
Pages
7
2023
Journal Artikel
End-to-end automated energy system
Energiesysteme
Data-Driven Control Based on the Behavioral Approach: From Theory to Applications in Power Systems
Florian Dörfler
Florian Dörfler
Journal
IEEE Control Systems
Volume
43
Zahl
5
Pages
40
2023
Journal Artikel
Methodische Grundlagen
Energiesysteme
Optimal droop control placement in distribution network via an exact OPF relaxation method
2022
Journal Artikel
Cross-layer design for real-time grid operation: Estimation, optimization and power flow
Volume
212
2021
Journal Artikel
Towards scalable physically consistent neural networks: An application to data-driven multi-zone thermal building models
Journal
Applied Energy
Volume
340
Zahl
121071
2023
Journal Artikel
Scalable and correct by design synthesis
Computergestützte Methoden
Stability Verification of Neural Network Controllers Using Mixed-Integer Programming
Roland Schwan
Roland Schwan
Colin Jones
Colin Jones
Daniel Kuhn
Daniel Kuhn
Journal
IEEE Transactions on Automatic Control
Volume
68
Zahl
12
Pages
15
2023
Journal Artikel
Control in a data rich world
Control in an uncertain world
Distributed hierarchical control & optimisation
Methodische Grundlagen
Methodische Grundlagen
Methodische Grundlagen
A Pareto Dominance Principle for Data-Driven Optimization
Tobias Sutter
Daniel Kuhn
Daniel Kuhn
Journal
Operations Research
Volume
72
Zahl
5
Pages
23
2024
Journal Artikel
Control in a data rich world
Control in an uncertain world
Distributed hierarchical control & optimisation
Methodische Grundlagen
Methodische Grundlagen
Methodische Grundlagen
A Unified Theory of Robust and Distributionally Robust Optimization via the Primal-Worst-Equals-Dual-Best Principle
Daniel Kuhn
Daniel Kuhn
Journal
Operations Research
2023
Journal Artikel
Control in an uncertain world
Methodische Grundlagen
Data-driven modeling of heat pumps and thermal storage units for MPC
Philipp Heer
Philipp Heer
Journal
Journal of Physics: Conference Series
Volume
2600
Zahl
3
2023
Journal Artikel
Control in an uncertain world
Methodische Grundlagen
Peak estimation of rational systems using convex optimization
Jared Miller
Roy Smith
Roy Smith
Journal
European Journal of Control
Zahl
101088
2024
Journal Artikel
Mobilität der Zukunft
Moon-shot project
Passenger social rerouting strategies in capacitated public transport systems
Francesco Corman
Francesco Corman
Journal
Transportation Research Part E: Logistics and Transportation Review
Volume
188
Zahl
103598
2024
Journal Artikel
Mobilität der Zukunft
Moon-shot project
Train separation at cruising speed, how it can improve current railway operations
Francesco Corman
Francesco Corman
Journal
Journal of Rail Transport Planning \& Management
Volume
30
Zahl
100451
2024
Journal Artikel
Mobilität der Zukunft
Moon-shot project
Microscopic railway capacity assessment of heterogeneous traffic under real-life operational conditions
Francesco Corman
Francesco Corman
Journal
Journal of Rail Transport Planning \& Management
Volume
30
Zahl
100446
2024
Journal Artikel
Mobilität der Zukunft
Moon-shot project
Quantifying the dynamic predictability of train delay with uncertainty-aware neural networks
Francesco Corman
Francesco Corman
Journal
Transportation Research Part C: Emerging Technologies
Volume
162
Zahl
104563
2024
Journal Artikel
Mobilität der Zukunft
Moon-shot project
Explainable train delay propagation: A graph attention network approach
NCCR – People
Ping Huang
Francesco Corman
Francesco Corman
Journal
Transportation Research Part E: Logistics and Transportation Review
Volume
184
Zahl
103457
2024
Journal Artikel
Mobilität der Zukunft
Moon-shot project
Handling uncertainty in train timetable rescheduling: A review of the literature and future research directions
NCCR – People
Yongqiu Zhu
Francesco Corman
Francesco Corman
Journal
Transportation Research Part E: Logistics and Transportation Review
Volume
183
Zahl
103429
2024
Journal Artikel
Mobilität der Zukunft
Moon-shot project
Increasing realism in modelling energy losses in railway vehicles and their impact to energy-efficient train control
Francesco Corman
Francesco Corman
Journal
Railway Engineering Science
Volume
32
Zahl
3
Pages
28
2024
Journal Artikel
Mobilität der Zukunft
Moon-shot project
How Will the Railway Look Like in 2050? A Survey of Experts on Technologies, Challenges and Opportunities for the Railway System
Francesco Corman
Francesco Corman
Journal
IEEE Open Journal of Intelligent Transportation Systems
Volume
5
Pages
17
2024
Journal Artikel
Mobilität der Zukunft
Moon-shot project
Network-Wide Public Transport Occupancy Prediction Framework With Multiple Line Interactions
Francesco Corman
Francesco Corman
Journal
IEEE Open Journal of Intelligent Transportation Systems
Volume
4
Pages
17
2023
Journal Artikel
Mobilität der Zukunft
Moon-shot project
Modeling system dynamics of interacting cruising trains to reduce the impact of power peaks
Francesco Corman
Francesco Corman
Journal
Expert Systems with Applications
Volume
230
Zahl
120650
2023
Journal Artikel
Mobilität der Zukunft
Moon-shot project
Bearing the weight: A qualitative study on expert views on integrating ethics in autonomous vehicles
Stephen Milford
David Shaw
Journal
Transportation Research Interdisciplinary Perspectives
Volume
25
Zahl
101096
2024