Wissenschaftliche Publikationen

Publications
Journal Artikel
Experimental implementation of an emission-aware prosumer with online flexibility quantification and provision
Hanmin Cai
Philipp Heer
Philipp Heer
Journal
Sustainable Cities and Society
Volume
111
Zahl
105531
2024
DOI Collection
Journal Artikel
Comprehensive energy demand and usage data for building automation
Philipp Heer
Philipp Heer
Journal
Scientific Data
Volume
11
Zahl
1
2024
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
Scalable and correct by design synthesis
Computergestützte Methoden
Towards scalable physically consistent neural networks: An application to data-driven multi-zone thermal building models
Journal
Applied Energy
Volume
340
Zahl
121071
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
Mobilität der Zukunft
Moon-shot project
A hierarchical control framework for vehicle repositioning in ride-hailing systems
Pengbo Zhu
Pengbo Zhu
Nikolas Geroliminis
Journal
Transportation Research Part C: Emerging Technologies
Volume
168
Zahl
104717
2024
DOI Collection
Journal Artikel
Control in a data rich world
Methodische Grundlagen
Lower Bounds on the Noiseless Worst-Case Complexity of Efficient Global Optimization
Wenjie Xu
Wenjie Xu
NCCR – People
Yuning Jiang
Yuning Jiang
Colin Jones
Colin Jones
Journal
Journal of Optimization Theory and Applications
Volume
201
Zahl
2
Pages
25
2024
DOI Collection
Journal Artikel
End-to-end automated energy system
Energiesysteme
Decentralized Over-the-Air Federated Learning by Second-Order Optimization Method
NCCR – People
Yuning Jiang
Yuning Jiang
Colin Jones
Colin Jones
Journal
IEEE Transactions on Wireless Communications
Volume
23
Zahl
6
Pages
15
2024
DOI Collection
Journal Artikel
Scalable and correct by design synthesis
Computergestützte Methoden
Data-Driven Joint Distributionally Robust Chance-Constrained Operation for Multiple Integrated Electricity and Heating Systems
NCCR – People
Yuning Jiang
Yuning Jiang
Colin Jones
Colin Jones
Journal
IEEE Transactions on Sustainable Energy
Volume
15
Zahl
3
Pages
16
2024
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
Joint Chance Constrained Optimal Control via Linear Programming
Tobias Sutter
John Lygeros
Journal
IEEE Control Systems Letters
Volume
8
Pages
5
2024
DOI Collection
Journal Artikel
s-ID: Causal Effect Identification in a Sub-population
Journal
Proceedings of the AAAI Conference on Artificial Intelligence
Volume
38
Zahl
18
Pages
8
2024
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
Data-driven reference trajectory optimization for precision motion systems
NCCR – People
Samuel Balula
Dominic Liao-McPherson
Alisa Rupenyan
John Lygeros
Journal
Control Engineering Practice
Volume
144
Zahl
105834
2024
DOI Collection
Journal Artikel
End-to-end automated energy system
Energiesysteme
Energiesysteme
Privacy-preserving distributed market mechanism for active distribution networks
Ognjen Stanojev
Lesia Mitridati
Lesia Mitridati
Gabriela Hug
Journal
Electric Power Systems Research
Volume
234
Zahl
110616
2024
DOI Collection
Journal Artikel
Scalable and correct by design synthesis
Computergestützte Methoden
Physically Consistent Multiple-Step Data-Driven Predictions Using Physics-Based Filters
NCCR – People
Yingzhao Lian
Jicheng Shi
Colin Jones
Colin Jones
Journal
IEEE Control Systems Letters
Volume
7
Pages
5
2023
DOI Collection
Journal Artikel
Mobilität der Zukunft
Moon-shot project
Distributed Control of Islanded DC Microgrids: A Passivity-Based Game Theoretical Approach
Carlo Cenedese
NCCR – People
Michele Cucuzzella
Journal
IEEE Transactions on Control Systems Technology
Volume
32
Zahl
6
Pages
15
2024
DOI Collection
Journal Artikel
Analysis and design of model predictive control frameworks for dynamic operation—An overview
Johannes Köhler
Journal
Annual Reviews in Control
Volume
57
Zahl
100929
2024
DOI Collection
Journal Artikel
Scalable and correct by design synthesis
Computergestützte Methoden
Quick or cheap? Breaking points in dynamic markets
Heinrich Nax
Journal
Journal of Mathematical Economics
Volume
112
Zahl
102987
2024
DOI Collection
Journal Artikel
Distributed hierarchical control & optimisation
Methodische Grundlagen
Learning to Boost the Performance of Stable Nonlinear Systems
Luca Furieri
Giancarlo Ferrari-Trecate
Journal
IEEE Open Journal of Control Systems
Volume
3
Pages
15
2024
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
Methodische Grundlagen
Online Identification of Stochastic Continuous-Time Wiener Models Using Sampled Data
Mohamed Abdalmoaty
John Lygeros
Roy Smith
Booktitle
Proceedings of the 2024 European Control Conference (ECC)
Adresse des Autors
Stockholm, Sweden
2024
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