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Publications (2019)

AUTHOR TITLE JOURNAL/CONFERENCE YEAR
(01)Article
F. Bünning, Philipp Heer, R. S. Smith, J. Lygeros Sensitivity analysis of data-driven building energy demand forecasts CISBAT 2019, EPFL Lausanne, Switzerland, vol. 1343, no. 1, in Journal of Physics: Conference Series [OC:03751,08814] 2019
Y. R. Stürz, M. Morari, R. S. Smith Control of an Architectural Cable Net Geometry IEEE Transactions on Control Systems Technology, DOI: 10.1109/TCST.2019.2910449 (in press) [OC:08814] 2019
M. Khosravi, R. S. Smith Kernel-Based Identification of Positive Systems IEEE Conference on Decision and Control, Nice, France, pp. 1740-1745, [OC:08814] 2019
F. Bünning, Andrew Bollinger, Philipp Heer, R. S. Smith, J. Lygeros Empirical validation of a data-driven heating demand simulation with error correction methods Building Simulation 2019, Rome, Italy, pp. 1428-1435, In Proceedings of the 16th IBPSA Conference [OC:03751,08814] 2019
M. Picallo Cruz, F. Dörfler Sieving out Unnecessary Constraints in Scenario Optimization with an Application to Power Systems Conference on Decision and Control (CDC), [OC:09478] Dec 2019
Dillon R. Foight, Mathias Hudoba de Badyn, Mehran Mesbahi Time scale design for network resilience IEEE Conference on Decision and Control, pp. 2096-2101, In press [OC:03751] Dec 2019
J. Warrington, P. Beuchat, J. Lygeros Generalized Dual Dynamic Programming for Infinite Horizon Problems in Continuous State and Action Spaces IEEE Transactions on Automatic Control, vol. 64, no. 12, pp. 5012-5023, [OC:03751] Dec 2019
J. Coulson, F. Dörfler, J. Lygeros, Linbin Huang Data-Enabled Predictive Control for Grid-Connected Power Converters IEEE Conference on Decision and Control, [OC:03751,09478] Dec 2019
J. Coulson, J. Lygeros, F. Dörfler Regularized and Distributionally Robust Data-Enabled Predictive Control IEEE Conference on Decision and Control, [OC:03751,09478] Dec 2019
P.G. Sessa, Ilija Bogunovic, M. Kamgarpour, Andreas Krause No-Regret Learning in Unknown Games with Correlated Payoffs Neural Information Processing Systems (NIPS), Vancouver, Canada, [OC:09578] Dec 2019
G. Banjac, J. Lygeros A data-driven policy iteration scheme based on linear programming IEEE Conference on Decision and Control, Nice, France, [OC:03751] Dec 2019
M. Yin, Qiping Chu, Ye Zhang, Michael Niestroy, Coen de Visser Probabilistic Flight Envelope Estimation with Application to Unstable Overactuated Aircraft Journal of Guidance, Control and Dynamics, vol. 42, no. 12, pp. 2650-2663, [OC:08814] Dec 2019
O. Karaca, M. Kamgarpour Core-Selecting Mechanisms in Electricity Markets IEEE Transactions on Smart Grid, In press [OC:09578] Dec 2019
B. Guo, O. Karaca, T.H. Summers, M. Kamgarpour Actuator Placement for Optimizing Network Performance under Controllability Constraints IEEE Conference on Decision and Control, Nice, France, [OC:09578] Dec 2019
A. Iannelli, A. Marcos, R. Bombardieri, R. Cavallaro Linear Fractional Transformation co-modeling of high-order aeroelastic systems for robust flutter analysis European Journal of Control, In Press [OC:08814] Dec 2019
B. Flamm, A. Eichler, J. Warrington, J. Lygeros Two-Stage Dual Dynamic Programming with Application to Nonlinear Hydro Scheduling IEEE Transactions on Control Systems Technology, In press [OC:03751] Dec 2019
A. Liniger, L. Varano, A. Rupenyan, J. Lygeros Real-time Predictive Control for Precision Machining IEEE Conference on Decision and Control, [OC:03751] Dec 2019
N. Pagan, F. Dörfler Game theoretical inference of human behavior in social networks Nature Communications, vol. 10, no. 5507, [OC:09478] Dec 2019
G. Banjac, P.J. Goulart, B. Stellato, Stephen P. Boyd Infeasibility detection in the alternating direction method of multipliers for convex optimization Journal of Optimization Theory and Applications, vol. 183, no. 2, pp. 490-519 Nov 2019
F. Dörfler, D. Gross, J.-S. Brouillon, Marcello Colombino Global Phase and Magnitude Synchronization of Coupled Oscillators With Application to the Control of Grid-Forming Power Inverters IEEE Transactions on Automatic Control, vol. 64, no. 11, pp. 4496 - 4511, [OC:09478] Nov 2019
A. Iannelli, P. Seiler, A. Marcos Region of attraction analysis with Integral Quadratic Constraints Automatica, vol. 109, [OC:08814] Nov 2019
O. Karaca, P.G. Sessa, N.S. Walton, M. Kamgarpour Design of Coalition-Proof Mechanisms for Auctions over Continuous Goods IEEE Transactions on Automatic Control, vol. 64, no. 11, pp. 4803 - 4810, [OC:09578] Nov 2019
M. Hohmann, J. Warrington, J. Lygeros A moment and sum-of-squares extension of dual dynamic programming with application to nonlinear energy storage problems European Journal of Operational Research, In press, corrected proof [OC:03751] Nov 2019
Andrea Censi, S. Bolognani, Julian G. Zilly, Shima Sadat Mousavi, Emilio Frazzoli Today Me, Tomorrow Thee: Efficient Resource Allocation in Competitive Settings using Karma Games IEEE Intelligent Transportation Systems Conference (ITSC), [OC:09478] Oct 2019
Christos Konstantinopoulos, Iason Avramiotis-Falireas, S. Bolognani, D. Gross, Aby Chacko, G. Hug Reliability assessment of PV units in primary and secondary frequency control ancillary services International Conference on the European Energy Market, [OC:09478] Sep 2019
F. Dörfler, D. Gross, J.-S. Brouillon, M. Colombino The Effect of Transmission-Line Dynamics on Grid-Forming Dispatchable Virtual Oscillator Control IEEE Transactions on Control of Network Systems, vol. 6, no. 3, pp. 1148 - 1160, [OC:09478] Sep 2019
W. Mei, P. Cisneros-Velarde, G. Chen, N. E. Friedkin, F. Bullo Dynamic social balance and convergent appraisals via homophily and influence mechanisms Automatica, vol. 110, no. 108580, [OC:09478] Sep 2019
B. Flamm, A. Eichler, R. S. Smith, J. Lygeros Price arbitrage using variable-efficiency energy storage CISBAT 2019, EPFL Lausanne, Switzerland, vol. 1343, no. 012060, pp. 1-6, in Journal of Physics: Conference Series [OC:03751,08814] Sep 2019
M. Khosravi, Nicholas Schmid, A. Eichler, Philipp Heer, R. S. Smith Machine Learning-Based Modeling and Controller Tuningof a Heat Pump CISBAT 2019, EPFL Lausanne, Switzerland, Published in Journal of Physics: Conference Series, vol. 1343, no. 012065, [OC:08814] Sep 2019
Mathias Hudoba de Badyn, Mehran Mesbahi Efficient Computation of H2 Performance on Series-Parallel Networks American Control Conference, pp. 3364-3369, [OC:03751] Sep 2019
Matthieu Jonin, M. Khosravi, A. Eichler, Willy Villasmil, Philipp Schuetz, C. Jones, R. S. Smith Exergy-based Model Predictive Control for Design and Control of a Seasonal Thermal Energy Storage System CISBAT 2019, EPFL Lausanne, Switzerland, Published in Journal of Physics: Conference Series, vol. 1343, no. 012066, [OC:08814] Sep 2019
S. Bolognani, R. Carli, G. Cavraro, S. Zampieri On the need for communication for voltage regulation of power distribution grids IEEE Transactions on Control of Network Systems, vol. 6, no. 3, pp. 1111-1123, [OC:09478] Sep 2019
D. Gross, F. Dörfler Projected grid-forming control for current-limiting of power converters Allerton Conference on Communication, Control, and Computing, pp. 326-333, [OC:09478] in 57th Annual Allerton Conference on Communication, Control, and Computing Sep 2019
F. Dörfler, D. Gross, E. Sanchez, Gomis-Bellmunt Oriol, Prieto-Araujo Eduardo Optimal Multivariable MMC Energy-Based Control for DC Voltage Regulation in HVDC Applications IEEE Transactions on Power Delivery, [OC:09478] Aug 2019
M. Akbari, R. Zwicker, A. Rupenyan, M. Maier, K. Wegener Bayesian optimization for autonomous process set-up in turning CIRP Journal of Manufacturing Science and Technology, vol. 26, pp. 81-87, [OC:03751] Aug 2019
M. Khosravi, A. Eichler, A. Aboudonia, Roger Buck, R. S. Smith Data-Driven Predictive Control of Buildings: A Regression Based Approach IEEE Conference on Control Technology and Applications (CCTA), Hong Kong, pp. 605-610, [OC:08814] Aug 2019
B.K. Poolla, D. Gross, F. Dörfler Placement and Implementation of Grid-Forming and Grid-Following Virtual Inertia IEEE Transactions on Power Systems, vol. 34, no. 4, pp. 3035 - 3046, [OC:09478] Jul 2019
P. Beuchat, Y. R. Stürz, J. Lygeros A Teaching System for Hands-on Quadcopter Control IFAC Symposium on Advances in Control Education, Philadelphia, USA, vol. 52, no. 9, pp. 36-41, [OC:03751,08814] in IFAC-​PapersOnLine Jul 2019
G. Banjac, F. Rey, P.J. Goulart, J. Lygeros Decentralized resource allocation via dual consensus ADMM American Control Conference, Philadelphia, PA, USA, [OC:03751] Jul 2019
L. Ortmann, Dawei Shi, Eyal Dassau, F.J. Doyle III, Berno Misgeld, Steffen Leonhardt Automated Insulin Delivery for Type 1 Diabetes Mellitus Patients using Gaussian Process-based Model Predictive Control American Control Conference, Philadelphia, pp. 4118 - 4123, [OC:09478] Jul 2019
J. Warrington, D. Ruchti Two-stage stochastic approximation for dynamic rebalancing of shared mobility systems Transportation Research Part C: Emerging Technologies, vol. 104, pp. 110-134, JW also affiliated with Simons Institute, UC Berkeley for this publication. [OC:03751] Jul 2019
A. Iannelli, A. Marcos, R. Bombardieri, R. Cavallaro A symbolic LFT approach for robust flutter analysis of high-order models European Control Conference (ECC), in IEEE Xplore [OC:08814] Jun 2019
M. Picallo Cruz, Adolfo Anta, Bart De Schutter Efficient Convex Optimization for Optimal PMU Placement in Large Distribution Grids IEEE Powertech, Power System Technology, [OC:09478] Jun 2019
A. Martinelli, A. La Bella, R. Scattolini Secondary Control Strategies for DC Islanded Microgrids Operation European Control Conference (ECC), pp. 897-902, [OC:03751] Jun 2019
A. Iannelli, P. Seiler, A. Marcos Worst-case disturbances for Time-Varying systems with application to flexible aircraft Journal of Guidance, Control and Dynamics, vol. 42, no. 6, pp. 1261-1271, [OC:08814] Jun 2019
J. Warrington Learning continuous Q-functions using generalized Benders cuts European Control Conference (ECC), Naples, Italy, [OC:03751] Jun 2019
S. Zou, J. Warrington, J. Lygeros Game-theoretic robust energy coordination for a neighbourhood of smart homes European Control Conference (ECC), Naples, Italy, [OC:03751] Jun 2019
P. Beuchat, H. Hesse, A. Domahidi, J. Lygeros Enabling Optimization-Based Localization for IoT Devices IEEE Internet of Things Journal, vol. 6, no. 3, pp. 5639-5650, [OC:03751] Jun 2019
A. Romero Aguilar, P. Beuchat, Y. R. Stürz, R. S. Smith, J. Lygeros Nonlinear Control of Quadcopters via Approximate Dynamic Programming European Control Conference (ECC), Naples, Italy, pp. 3752-3759, [OC:03751,08814] Jun 2019
L. Furieri, Yang Zheng, A. Papachristodoulou, M. Kamgarpour On Separable Quadratic Lyapunov Functions for Convex Design of Distributed Controllers European Control Conference (ECC), [OC:09578] Jun 2019
S. Merkli, R. S. Smith Power System Upgrade Planning with On-load Tap-changing Transformers, Switchable Topology and Operating Policies European Control Conference (ECC), Napoli, Italy, pp. 1424-1430, [OC:08814] Jun 2019
M. Khosravi, Nicholas Schmid, A. Eichler, Philipp Heer, R. S. Smith Controller Tuning by Bayesian Optimization - An Application to a Heat Pump European Control Conference (ECC), Napoli, Italy, pp. 1467-1472, [OC:08814] Jun 2019
J. Coulson, J. Lygeros, F. Dörfler Data-Enabled Predictive Control: In the Shallows of the DeePC European Control Conference (ECC), [OC:03751,09478] Jun 2019
F. Dörfler, S. Bolognani, J.W. Simpson-Porco, S. Grammatico Distributed Control and Optimization for Autonomous Power Grids European Control Conference (ECC), [OC:09478] Jun 2019
A. Iannelli, A. Marcos, M. Lowenberg Robust estimations of the region of attraction using invariant sets Journal of The Franklin Institute, vol. 356, no. 8, pp. 4622-4647, [OC:08814] May 2019
J. Coulson, Bahman Gharesifard, Abdol-Reza Mansouri On average controllability of random heat equations with arbitrarily distributed diffusivity Automatica, vol. 103, pp. 46-52, [OC:03751,09478] May 2019
L. Furieri, Yang Zheng, A. Papachristodoulou, M. Kamgarpour An Input-Output Parametrization of Stabilizing Controllers: Amidst Youla and System Level Synthesis IEEE Control Systems Letters, vol. 3, no. 4, pp. 1014 - 1019, This work was also accepted for presentation at CDC 2019 [OC:09578] May 2019
Kristen Macuga, Andrew Beall, R. S. Smith, Jack Loomis Visual control of steering in curve driving Journal of Vision, vol. 19, no. 5, pp. 1-12, [OC:08814] May 2019
M. Picallo Cruz, Adolfo Anta, Bart De Schutter Comparison of Bounds for Optimal PMU Placement for State Estimation in Distribution Grids IEEE Transactions on Power Systems, vol. 34, pp. 4837 - 4846, [OC:09478] May 2019
R. Han, M. Tucci, A. Martinelli, J.M. Guerrero, G. Ferrari-Trecate Stability Analysis of Primary Plug-and-Play and Secondary Leader-based Controllers for DC Microgrid Clusters IEEE Transactions on Power Systems, vol. 34, no. 3, pp. 1780-1800, [OC:03751] May 2019
L. Furieri, M. Kamgarpour Unified Approach to Convex Robust Distributed Control Given Arbitrary Information Structures IEEE Transactions on Automatic Control, vol. 64, no. 12, pp. 5199 - 5206, [OC:09578] Apr 2019
P.G. Sessa, M. Kamgarpour, Andreas Krause Bounding Inefficiency of Continuous Actions Games using Submodularity and Curvature International Conference on Artificial Intelligence and Statistics, Naha, Okinawa, Japan., [OC:09578] Apr 2019
Matthew Matheny, Jeffrey Emenheiser, Warren Fon, Airlie Chapman, Anastasiya Salova, Martin Rohden, Jarvis Li, Mathias Hudoba de Badyn, Márton Pósfai, Leonardo Duenas-Osorio, Mehran Mesbahi, James P. Crutchfield, MC Cross, Raissa M. D'Souza, Michael L. Roukes Exotic states in a simple network of nanoelectromechanical oscillators Science, vol. 363, no. 6431, pp. eaav7932, [OC:03751] Mar 2019
P. Beuchat, A. Georghiou, J. Lygeros Performance guarantees for model-based Approximate Dynamic Programming in continuous spaces IEEE Transactions on Automatic Control, [OC:03751] In press Mar 2019
Gab-Su Seo, M. Colombino, I. Subotic, B. Johnson, D. Gross, F. Dörfler Dispatchable Virtual Oscillator Control for Decentralized Inverter-dominated Power Systems: Analysis and Experiments IEEE APEC, Applied Power Electronics Conf. and Exposition, [OC:09478] Mar 2019
M. Hohmann, J. Warrington, J. Lygeros A two-stage polynomial approach to stochastic optimization of district heating networks Sustainable Energy, Grids and Networks, vol. 17, [OC:03751] Mar 2019
G. Darivianakis, A. Georghiou, R. S. Smith, J. Lygeros The Power of Diversity: Data-Driven Robust Predictive Control for Energy-Efficient Buildings and Districts IEEE Transactions on Control Systems Technology, vol. 27, no. 1, pp. 132-145, [OC:03751,08814] Jan 2019
M. Eckert, K. Nagatou, F. Rey, O. Stark, S. Hohmann Solution of Time-Variant Fractional Differential Equations With a Generalized Peano-Baker Series IEEE Control Systems Letters, vol. 3, no. 1, pp. 79-84, [OC:03751] Jan 2019
(03)Ph.D. Thesis
S. Merkli Algorithms for Policy-based Power System Planning Automatic Control Laboratory, ETH Zurich, Switzerland Jul 2019
(13)Semester/Bachelor Thesis
D. Guruswamy Machine learning of billiard ball dynamics Semester Thesis, FS19 Dec 2019
T. Willingsdorfer Modular data centers in the context of district energy systems Semester Thesis, SS19 Sep 2019
J. Vazquez Espinoza MPCurv: Efficient Contouring Control Using Curvilinear Dynamics Semester Thesis, SS19 Sep 2019
M. Brühlmeier Lap-time optimization and the effect of torque vectoring in autonomous racing Semester Thesis, SS19 Sep 2019
D. Eckert A Parametrized, Dynamically Balanced Kick for NAO Robots Semester Thesis, SS19 Jul 2019
E. Elokda Data-Enabled Predictive Control of Quadcoptors Semester Thesis, SS19 Jul 2019
L. Rakic Emergence of Leader-Follower Structure via Coevolution Between Interpersonal Appraisals and Influences Semester Thesis, SS19 Jul 2019
P. Stamenkovic Learning algorithms for demand response in electricity markets Semester Thesis, SS19 Jul 2019
Y. Liu A stochastic convex optimization framework for apprenticeship learning in large-scale MDPs Semester Thesis, SS19 Jul 2019
Y. Chen Distributed Zeroth-order Algorithm for Stochastic Generalized Nash Equilibrium Seeking Semester Thesis, SS19 Jun 2019
V.N. Behrunani Data-Driven Autotuning of a Cascaded Controller Semester Thesis, SS19 Jun 2019
C. Li Measurement of Social Power in Opinion Dynamics Semester Thesis, SS19 Jun 2019
M. Risiglione RoboCup: Coordinated defensive strategy Semester Thesis, SS19 Jun 2019
M. Bisig Parameter learning for billiard trajectories Semester Thesis, SS19 May 2019
T.M. Ingolfsson High-precision control and localisation for robotic billiard shots Semester Thesis, SS19 May 2019
A. Summerauer Budget Balanced Dynamic Mechanism Design for Building Energy Management Semester Thesis, FS18 Mar 2019
M. Lippuner Coordinated Self-Localization for RoboCup Semester Thesis, SS19 Mar 2019
P. Zhang Understanding Stochastic Heavy Ball Method Semester Thesis; FS18 Mar 2019
D. Malesevic Retargeting for Robots Semester Thesis, FS18 Feb 2019
C. König Iterative learning optimization of a vacuum system based on actual consumption Semester Thesis, FS18 Jan 2019
A. Ter Vehn Cue control for an Automated Snooker player Semester Thesis, FS18 Jan 2019
M. Quero Corrales Analysis of the applicability of Novelty Search for the optimization of the software development process Semester Thesis, FS18 Jan 2019
I. Gehri Autonomous Flying Paramotor Semester Thesis, FS18 Jan 2019
J. Hongisto Curvilinear Model Predictive Control for Machine Tools Semester Thesis, FS18 Jan 2019
L. Varano Precision Control For High-Speed Machining Semester Thesis, FS18 Jan 2019
(12)Diploma/Master Thesis
P. Burch Modeling of a novel digital Generator Circuit Breaker and application of Model Predictive Control strategies Master Thesis, FS2019 Dec 2019
P. Zhang A Dynamical System and Hyperparameter Control Approach for Faster Optimization Master Thesis, FS19 Dec 2019
P. Burch Modeling of a novel digital Generator Circuit Breaker and application of Model Predictive Control strategies Master Thesis, SS19 Dec 2019
C. König Controller tuning optimization and standardization of a CNC-grinding machine Master Thesis, SS19 Nov 2019
L. Stroppa Virtual oscillator control of converter-based power grids - Theory and Experiments Master Thesis, SS19 Oct 2019
A. Leidi Learning algorithms and equilibria analysis in electricity markets Master Thesis, FS19 Oct 2019
F. Böwing A Vehicle Coordination and Charge Scheduling Algorithm for Electric Autonomous Mobility-on-Demand Systems Master Thesis, SS19 Sep 2019
B. Huber Energy Optimization and Climate Control of a NEST Unit at Empa Duebendorf: A Data Predictive Control Approach Master Thesis, SS19 Aug 2019
M. Schubiger GPU Acceleration of ADMM for Large-Scale Convex Optimization Master Thesis, SS19 Aug 2019
T. Lan Deep Reinforcement Learning for Continuous Control Master Thesis, SS19 Aug 2019
G. De Pasquale Conservatism and Scalability for Distributed Controller Synthesis of Interconnected Systems Master Thesis, SS19 Jun 2019
M. Binder Approximate Explicit Model Predictive Controller using Gaussian Processes Master Thesis, FS18 May 2019
J. Dietrich Approximate Dynamic Programming on Manifolds for Robotics Master Thesis, FS18 Apr 2019
M. Ansart Smart Energy Management among Prosumers in Distributed Networks Master Thesis, FS18 Apr 2019
B. Guo Actuator Placement for Structural Controllability: Performance Guarantees and Impossibility Results Master Thesis, FS18 Apr 2019
B. Yngvason Approximate Dynamic Programming for an Artificial Intelligence Snooker Player Master Thesis, FS18 Apr 2019
E. Benenati Optimal Control of Electric Loads Using Markov Decision Processes Master Thesis, FS18 Apr 2019
M. Jonin Model Predictive Control and Optimization of a Seasonal Thermal Energy Storage System Master Thesis, FS18 Mar 2019
(16)Semester Group Work
Andreas Isler, O. Shams, L. Widmer Computervision Based Tracking with Crazyflies Group Thesis, SS19 Jun 2019
S. Marti, V. Marugg, P. Sivananthaguru Groupwork on the mothership concept for quadrocopters Group Thesis, FS18 Jan 2019

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