Scientific publications
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
Journal
Scientific Data
Volume
11
Number
1
Year of Publication
2024
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
Journal
Applied Energy
Volume
358
Number
122493
Year of Publication
2024
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
Journal
Applied Energy
Volume
340
Number
121071
Year of Publication
2023
Article
Design optimization of a district heating and cooling system with a borehole seasonal thermal energy storage
Journal
Energy
Volume
262
Number
125464
Year of Publication
2023
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
Journal
IEEE Control Systems Letters
Pages
0
Year of Publication
2023
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
Journal
European Journal of Control
Number
101089
Year of Publication
2024
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
Article
Scalable and correct by design synthesis
Computational Methods
Energy systems
Real-time coordination of integrated transmission and distribution systems: Flexibility modeling and distributed NMPC scheduling
Journal
Electric Power Systems Research
Volume
234
Number
110627
Year of Publication
2024
Article
Control in a data rich world
Scalable and correct by design synthesis
Theoretical Foundations
Computational Methods
Distributed data-driven predictive control for cooperatively smoothing mixed traffic flow
Journal
Transportation Research Part C: Emerging Technologies
Volume
155
Number
104274
Year of Publication
2023
Article
Control in a data rich world
Control in an uncertain world
Distributed hierarchical control & optimisation
Scalable and correct by design synthesis
Theoretical Foundations
Theoretical Foundations
Theoretical Foundations
Computational Methods
Joint Chance Constrained Optimal Control via Linear Programming
Journal
IEEE Control Systems Letters
Volume
8
Pages
5
Year of Publication
2024
Article
s-ID: Causal Effect Identification in a Sub-population
Journal
Proceedings of the AAAI Conference on Artificial Intelligence
Volume
38
Number
18
Pages
8
Year of Publication
2024
Article
Control in a data rich world
Control in an uncertain world
Distributed hierarchical control & optimisation
Scalable and correct by design synthesis
Theoretical Foundations
Theoretical Foundations
Theoretical Foundations
Computational Methods
Data-driven reference trajectory optimization for precision motion systems
Journal
Control Engineering Practice
Volume
144
Number
105834
Year of Publication
2024
Article
End-to-end automated energy system
Energy systems
Energy systems
Privacy-preserving distributed market mechanism for active distribution networks
Journal
Electric Power Systems Research
Volume
234
Number
110616
Year of Publication
2024
Article
End-to-end automated energy system
Energy systems
Energy systems
A stiffness-oriented model order reduction method for low-inertia power systems
Journal
Electric Power Systems Research
Volume
235
Number
110630
Year of Publication
2024
Article
Scalable and correct by design synthesis
Computational Methods
Physically Consistent Multiple-Step Data-Driven Predictions Using Physics-Based Filters
Journal
IEEE Control Systems Letters
Volume
7
Pages
5
Year of Publication
2023
Article
Mobility of the Future
Moon-shot project
Distributed Control of Islanded DC Microgrids: A Passivity-Based Game Theoretical Approach
Journal
IEEE Transactions on Control Systems Technology
Volume
32
Number
6
Pages
15
Year of Publication
2024
Article
Mobility of the Future
Moon-shot project
Novel Control Approaches Based on Projection Dynamics
Journal
IEEE Control Systems Letters
Volume
7
Pages
5
Year of Publication
2023
Article
Industry 4.0
Moon-shot project
Force controlled printing for material extrusion additive manufacturing
Journal
Additive Manufacturing
Volume
89
Number
104297
Year of Publication
2024
Article
Analysis and design of model predictive control frameworks for dynamic operation—An overview
Journal
Annual Reviews in Control
Volume
57
Number
100929
Year of Publication
2024
Article
Scalable and correct by design synthesis
Computational Methods
Quick or cheap? Breaking points in dynamic markets
Journal
Journal of Mathematical Economics
Volume
112
Number
102987
Year of Publication
2024
Article
Distributed hierarchical control & optimisation
Theoretical Foundations
Learning to Boost the Performance of Stable Nonlinear Systems
Journal
IEEE Open Journal of Control Systems
Volume
3
Pages
15
Year of Publication
2024
Inproceedings
End-to-end automated energy system
Energy systems
Providing Curative Distribution Grid Flexibility Using Online Feedback Optimization
Booktitle
Proceedings of the 2023 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE)
Author Address
Grenoble, France
Year of Publication
2023
Inproceedings
Energy systems
Tutorial on Congestion Control in Multi-Area Transmission Grids via Online Feedback Equilibrium Seeking
Booktitle
Proceedings of the 2023 62nd IEEE Conference on Decision and Control (CDC)
Author Address
Singapore, Singapore
Year of Publication
2023
Inproceedings
Mobility of the Future
Moon-shot project
Strategic Interactions in Multi-Modal Mobility Systems: A Game-Theoretic Perspective
Booktitle
Proceedings of the 2023 IEEE 26th International Conference on Intelligent Transportation Systems (ITSC)
Author Address
Bilbao, Spain
Year of Publication
2023
Inproceedings
Mobility of the Future
Moon-shot project
A Dynamic Population Game Model of Non-Monetary Bottleneck Congestion Management Under Elastic Demand Using Karma
Booktitle
Proceedings of the 2023 62nd IEEE Conference on Decision and Control (CDC)
Author Address
Singapore, Singapore
Year of Publication
2023
Inproceedings
End-to-end automated energy system
Energy systems
A Classification of Feedback Loops and Their Relation to Biases in Automated Decision-Making Systems
Booktitle
Proceedings of the EAAMO 23: Equity and Access in Algorithms, Mechanisms, and Optimization
Author Address
Boston MA USA
Year of Publication
2023
Inproceedings
End-to-end automated energy system
Energy systems
Deployment of an Online Feedback Optimization Controller for Reactive Power Flow Optimization in a Distribution Grid
Booktitle
Proceedings of the 2023 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE)
Author Address
Grenoble, France
Year of Publication
2023
Inproceedings
Scalable and correct by design synthesis
Computational Methods
PIQP: A Proximal Interior-Point Quadratic Programming Solver
Booktitle
Proceedings of the 2023 62nd IEEE Conference on Decision and Control (CDC)
Author Address
Singapore, Singapore
Year of Publication
2023
Inproceedings
Control in an uncertain world
Theoretical Foundations
A Dual System-Level Parameterization for Identification from Closed-Loop Data
Booktitle
Proceedings of the 2023 62nd IEEE Conference on Decision and Control (CDC)
Author Address
Singapore, Singapore
Year of Publication
2023
Inproceedings
Control in an uncertain world
Theoretical Foundations
Online Identification of Stochastic Continuous-Time Wiener Models Using Sampled Data
Booktitle
Proceedings of the 2024 European Control Conference (ECC)
Author Address
Stockholm, Sweden
Year of Publication
2024
Inproceedings
Control in an uncertain world
End-to-end automated energy system
Theoretical Foundations
Energy systems
A quantitative and constructive proof of Willems’ Fundamental Lemma and its implications
Booktitle
Proceedings of the 2023 American Control Conference (ACC)
Author Address
San Diego, CA, USA
Year of Publication
2023
Inproceedings
Control in an uncertain world
Theoretical Foundations
Controller Implementability: A Data-Driven Approach
Booktitle
Proceedings of the 2023 62nd IEEE Conference on Decision and Control (CDC)
Author Address
Singapore, Singapore
Year of Publication
2023
