Wissenschaftliche Publikationen

Publications
Journal Artikel
Performance Bounds of Model Predictive Control for Unconstrained and Constrained Linear Quadratic Problems and Beyond
Volume
56
2022
DOI Collection
Journal Artikel
CONFIG: Constrained Efficient Global Optimization for Closed-Loop Control System Optimization With Unmodeled Constraints
2022
DOI
Journal Artikel
Constrained Efficient Global Optimization of Expensive Black-Box Functions
2022
DOI
Journal Artikel
Hypergraph Based Fast Distributed AC Power Flow Optimization
2023
DOI
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
DOI Collection
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
DOI Collection
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
DOI Collection
Journal Artikel
Mobilität der Zukunft
Moon-shot project
Set covering heuristics in a Benders decomposition for railway timetabling
NCCR – People
Florin Leutwiler
Francesco Corman
Francesco Corman
Journal
Computers \& Operations Research
Volume
159
Zahl
106339
2023
DOI Collection
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
DOI Collection
Journal Artikel
Energiesysteme
Experimental Validation for Distributed Control of Energy Hubs
Philipp Heer
Philipp Heer
John Lygeros
Journal
Journal of Physics: Conference Series
Volume
2600
Zahl
7
2023
DOI Collection
Journal Artikel
Performance gaps between energy system planning and operation: a study exploring the impacts of model fidelity and dispatch strategy
Philipp Heer
Philipp Heer
Journal
Journal of Physics: Conference Series
Volume
2600
Zahl
3
2023
DOI Collection
Journal Artikel
Control in an uncertain world
Methodische Grundlagen
Increasing electrical reserve provision in districts by exploiting energy flexibility of buildings with robust model predictive control
Philipp Heer
Philipp Heer
Roy Smith
John Lygeros
Journal
Advances in Applied Energy
Volume
10
Zahl
100130
2023
DOI Collection
Journal Artikel
Design optimization of a district heating and cooling system with a borehole seasonal thermal energy storage
Philipp Heer
Philipp Heer
Journal
Energy
Volume
262
Zahl
125464
2023
DOI Collection
Journal Artikel
Flexibility assessment of power-hydrogen-power (P2H2P) system in multi-energy districts
Philipp Heer
Philipp Heer
Journal
Journal of Physics: Conference Series
Volume
2600
Zahl
7
2023
DOI Collection
Journal Artikel
Flexibility implications of optimal PV design: building vs. community scale
Philipp Heer
Philipp Heer
Journal
Journal of Physics: Conference Series
Volume
2600
Zahl
8
2023
DOI Collection
Journal Artikel
Making an air-source heat pump smart-grid ready
Philipp Heer
Philipp Heer
Journal
Journal of Physics: Conference Series
Volume
2600
Zahl
5
2023
DOI Collection
Journal Artikel
Effect of climate on the optimal sizing and operation of seasonal ice storage systems
Philipp Heer
Philipp Heer
Journal
Journal of Physics: Conference Series
Volume
2600
Zahl
8
2023
DOI Collection
Journal Artikel
Control in a data rich world
Methodische Grundlagen
Physically Consistent Neural ODEs for Learning Multi-Physics Systems*
Journal
IFAC-PapersOnLine
Volume
56
Zahl
2
Pages
5
2023
DOI Collection
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
DOI Collection
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
DOI Collection
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
DOI Collection
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
DOI Collection
Inproceedings
End-to-end automated energy system
Energiesysteme
A Classification of Feedback Loops and Their Relation to Biases in Automated Decision-Making Systems
Nicolò Pagan
Ezzat Elokda
Ezzat Elokda
Saverio Bolognani
Booktitle
Proceedings of the EAAMO 23: Equity and Access in Algorithms, Mechanisms, and Optimization
Adresse des Autors
Boston MA USA
2023
DOI Collection
Inproceedings
Control in an uncertain world
Methodische Grundlagen
A Dual System-Level Parameterization for Identification from Closed-Loop Data
Amber Srivastava
Mingzhou Yin
NCCR – People
Andrea Iannelli
Roy Smith
Booktitle
Proceedings of the 2023 62nd IEEE Conference on Decision and Control (CDC)
Adresse des Autors
Singapore, Singapore
2023
DOI Collection
Inproceedings
Control in an uncertain world
End-to-end automated energy system
Methodische Grundlagen
Energiesysteme
A quantitative and constructive proof of Willems’ Fundamental Lemma and its implications
NCCR – People
Andrea Iannelli
Alberto Padoan
NCCR – People
Jeremy Coulson
Florian Dörfler
Florian Dörfler
Booktitle
Proceedings of the 2023 American Control Conference (ACC)
Adresse des Autors
San Diego, CA, USA
2023
DOI Collection
Inproceedings
Control in an uncertain world
Methodische Grundlagen
Controller Implementability: A Data-Driven Approach
Alberto Padoan
NCCR – People
Jeremy Coulson
Florian Dörfler
Florian Dörfler
Booktitle
Proceedings of the 2023 62nd IEEE Conference on Decision and Control (CDC)
Adresse des Autors
Singapore, Singapore
2023
DOI Collection
Inproceedings
Control in an uncertain world
Methodische Grundlagen
Data-Driven Representations of Conical, Convex, and Affine Behaviors
Alberto Padoan
Florian Dörfler
Florian Dörfler
John Lygeros
Booktitle
Proceedings of the 2023 62nd IEEE Conference on Decision and Control (CDC)
Adresse des Autors
Singapore, Singapore
2023
DOI Collection
Inproceedings
Control in a data rich world
Methodische Grundlagen
On the Finite-Time Behavior of Suboptimal Linear Model Predictive Control
Aren Karapetyan
Aren Karapetyan
NCCR – People
Andrea Iannelli
John Lygeros
Booktitle
Proceedings of the 2023 62nd IEEE Conference on Decision and Control (CDC)
Adresse des Autors
Singapore, Singapore
2023
DOI Collection