Publications

Conference papers

Title Authors Conference Year Attachments
Industrial Examples of Formal Specifications for Test Case Generation Roehm Hendrik, Gmehlich Rainer, Heinz Thomas, Oehlerking Jens, and Woehrle Matthias 2nd Intern'l Workshop on Applied veRification for Continuous and Hybrid Systems (ARCH 2015) 2015 .bib .pdf
An Introduction to CORA 2015 Matthias Althoff 2nd Intern'l Workshop on Applied veRification for Continuous and Hybrid Systems (ARCH 2015) 2015 .bib .pdf
Reachability of Hybrid Systems in Space-Time Goran Frehse ACM/IEEE Int. Conf. Embedded Systems (EMSOFT'15) 2015 .bib .pdf
Benchmark problem: an air brake model for trains Luca Parolini, Simone Schuler, Adolfo Anta 2nd Intern'l Workshop on Applied veRification for Continuous and Hybrid Systems (ARCH 2015) 2015 .bib .pdf
Computing Maximizer Trajectories of Affine Dynamics for Reachability Goran Frehse IEEE Conf. Decision and Control (CDC) 2015 .bib .pdf
A Switched Control Scheme to Handle Quantisation in the Design of High-precision Computing System Components Federico Terraneo, Alberto Leva, Maria Prandini ACM/IEEE Sixth International Conference on Cyber-Physical Systems 2015 .bib .pdf
Technology Transfer Process for Autonomous Mobility as Cyberphysical Systems. The H2020 UnCoVerCPS project Javier Sanchez Cubillo and Jesus Marcos Olaya 13th Symposium on Advanced Space Technologies in Robotics and Automation (ASTRA 2015) 2015 .bib .pdf
Optimal energy management of a building cooling system with thermal storage: A convex formulation Daniele Ioli, Alessandro Falsone, Maria Prandini 9th International Symposium on Advanced Control of Chemical Processes ADCHEM 2015 2015 .bib .pdf
A model predictive control approach to aircraft motion control Luca Deori, Simone Garatti, Maria Prandini American Control Conference ACC 2015 2015 .bib .pdf
An Iterative Scheme for the Approximate Linear Programming Solution to the Optimal Control of a Markov Decision Process Alessandro Falsone and Maria Prandini European Control Conference 2015 2015 .bib .pdf
Poli-RRT*: optimal RRT-based planning for con- strained and feedback linearisable vehicle dynamics Matteo Ragaglia, Maria Prandini, Luca Bascetta European Control Conference 2015 2015 .bib .pdf
Decentralized control of distributed discrete event systems with linear dependency structure Christian Hillmann and Olaf Stursberg 11th IEEE International Conference on Automation Science and Engineering 2015 .bib .pdf
A majority voting classifier with probabilistic guarantees Giorgio Manganini, Alessandro Falsone, Maria Prandini IEEE Multi-Conference on Systems and Control MSC2015 2015 .bib .pdf
Decentralized robust control of power grids using LPV- models of DAE-systems Konstantin Schaab and Olaf Stursberg 1st IFAC Workshop on Linear Parameter Varying Systems 2015 .bib .pdf
Robust decentralized LPV control for transient stability of power systems Konstantin Schaab and Olaf Stursberg 9th IFAC Symposium on Control of Power and Energy Systems 2015 .bib .pdf
A classification-based approach to the optimal control of affine switched systems Giorgio Manganini, Luigi Piroddi and Maria Prandini IEEE Conference on Decision and Control 2015 2015 .bib .pdf
Stochastic control with input and state constraints: a relaxation technique to ensure feasibility Luca Deori, Simone Garatti and Maria Prandini IEEE Conference on Decision and Control 2015 2015 .bib .pdf
An iterative scheme to hierarchically structured optimal energy management of a microgrid Daniele Ioli, Alessandro Falsone, Maria Prandini IEEE Conference on Decision and Control 2015 2015 .bib .pdf
formalSpec | Semi-automatic formalization of system requirements for Formal Verification (Tool Presentation) Axel Busboom, Simone Schuler, Alexander Walsch Proc. of the Workshop on Applied Verification for Continuous and Hybrid Systems (ARCH) 2016 .bib .pdf
Benchmark problem: hybrid modelling of a wind turbine Simone Schuler, Fabiano Daher Adegas, Adolfo Anta Proc. of the Workshop on Applied Verification for Continuous and Hybrid Systems (ARCH) 2016 .bib .pdf
Fast control using homotopy properties for obstacle-avoidance of systems with input constraints D. Kontny and O. Stursberg 2016 IEEE Conference on Computer Aided Control System Design (CACSD) 2016 .bib .pdf
Control of discrete-time piecewise affine probabilistic systems using reachability analysis L. Asselborn and O. Stursberg 2016 IEEE Conference on Computer Aided Control System Design (CACSD) 2016 .bib .pdf
Closed-Form Expressions of Convex Combinations Bastian Schurmann, Ahmed El-Guindy, Matthias Althoff Proc. of the American Control Conference (ACC) 2016 .bib .pdf
STL Model Checking of Continuous and Hybrid Systems Hendrik Roehm, Jens Oehlerking, Thomas Heinz, Matthias Althoff Automated Technology for Verification and Analysis: 14th International Symposium, ATVA 2016, Chiba, Japan, October 17-20, 2016, Proceedings 2016 .bib .pdf
Reachset Conformance Testing of Hybrid Automata Roehm Hendrik, Oehlerking Jens, Woehrle Matthias, Althoff Matthias Proceedings of the 19th International Conference on Hybrid Systems: Computation and Control (HSCC) 2016 .bib .pdf
FLOPSYNC-QACS: Quantization-Aware Clock Synchronization for Wireless Sensor Networks F. Terraneo, A.V. Papadopoulos, A. Leva, M. Prandini 4th IEEE International Workshop on Real-Time Computing and Distributed systems in Emerging Applications (REACTION 2016) 2016 .bib .pdf
A method for detecting relevant inputs while satisfying a reachability specification for piecewise affine systems R. Vignali and M. Prandini 2016 IEEE Conference on Control Applications (IEEE Multi-conference on Systems and Control 2016 2016 .bib .pdf
A Chance-Constrained Approach to the Quantized Control of a Heat Ventilation and Air Conditioning System with Prioritized Constraints C. Brocchini, A. Falsone, G. Manganini, O. Holub, M. Prandini Symposium on Mathematical Theory of Networks and Systems 2016 .bib .pdf
A compositional framework for energy management of a smart grid: a scalable stochastic hybrid model for cooling of a district network D. Ioli, A. Falsone, S. Schuler, M. Prandini 12th IEEE International Conference on Control & Automation 2016 .bib .pdf
Energy management of a building cooling system with thermal storage: a randomized solution with feedforward disturbance compensation D. Ioli, A. Falsone, M. Prandini 2016 American Control Conference 2016 .bib .pdf
A stochastic optimal control solution to the energy management of a microgrid with storage and renewables A. Belloni, L. Piroddi, M. Prandini 2016 American Control Conference 2016 .bib .pdf
Distributed allocation of a shared energy storage system in a microgrid P. Dimitrov, L. Piroddi, M. Prandini 2016 American Control Conference 2016 .bib .pdf
Proximal minimization based distributed convex optimization K. Margellos, A. Falsone, S. Garatti, M. Prandini 2016 American Control Conference 2016 .bib .pdf
K. Margellos, A. Falsone, S. Garatti, M. Prandini K. Margellos, A. Falsone, S. Garatti, M. Prandini European Control Conference 2016 .bib .pdf
Model reduction of discrete time hybrid systems: A structural approach based on observability R. Vignali and M. Prandini 2nd International Workshop on Symbolic and Numerical Methods for Reachability Analysis (SNR'16) 2016 .bib .pdf
From Simulation Models to Hybrid Automata Using Urgency and Relaxation Stefano Minopoli and Goran Frehse Proceedings of the 19th International Conference on Hybrid Systems: Computation and Control (HSCC) 2016 .bib .pdf
SL2SX Translator: From Simulink to SpaceEx Models (tool paper) Stefano Minopoli and Goran Frehse Proceedings of the 19th International Conference on Hybrid Systems: Computation and Control (HSCC) 2016 .bib .pdf
Implementation of Interval Arithmetic in CORA 2016 M. Althoff and D. Grebenyuk Proc. of the 3rd International Workshop on Applied Verification for Continuous and Hybrid Systems 2016 .bib .pdf
Combining Zonotopes and Support Functions for Efficient Reachability Analysis of Linear Systems M. Althoff and G. Frehse Proc. of the 55th IEEE Conference on Decision and Control 2016 .bib .pdf
Contingency Planning for Automated Vehicles Salvado, Joao and Custodio, Luis and Hess, Daniel IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) 2016 .bib .pdf
Ultimate robust performance control of rigid robot manipulators using interval arithmetic Andrea Giusti, Matthias Althoff 2016 American Control Conference (ACC) 2016 .bib .pdf
Overapproximative Arm Occupancy Prediction for Human-Robot Interaction Built from Archetypal Movements A. Pereira and M. Althoff International Conference on Robotics and Automation 2016 .bib .pdf
Fast optimizing control for non-convex state constraints using homotopy properties Damian Kontny, Olaf Stursberg 2016 IEEE 55th Conference on Decision and Control (CDC) 2016 .bib .pdf
Online Motion Synthesis with Minimal Intervention Control and Formal Safety Guarantees M.J.A. Zeestraten and A. Pereira and M. Althoff and S. Calinon Proc. of IEEE International Conference on Systems, Man, and Cybernetics 2016 .bib .pdf
Safe Cooperation of Automated Vehicles Hess, Daniel and Loper, Christian and Hesse, Tobias AAET - Automatisiertes und vernetztes Fahren, Beitrage zum gleichnamigen 2017 .bib .pdf
Provably Safe Motion of Mobile Robots in Human Environments Stefan B. Liu and Matthias Althoff and Christian Heinzemann and Hendrik Roehm and Jens Oehlerking and Ingo Luetkebohle 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems 2017 .bib .pdf
A Smart Grid Energy Management Problem for Data-driven Design with Probabilistic Reachability Guarantees Daniele Ioli and Alessandro Falsone and Marianne Hartung and Axel Busboom and Maria Prandini ARCH17. 4th International Workshop on Applied Verification of Continuous and Hybrid Systems 2017 .bib .pdf
Flat-RRT*: A sampling-based optimal trajectory planner for differentially flat vehicles with constrained dynamics Luca Bascetta and Maria Prandini 20th World Congress of the International Federation of Automatic Control 2017 .bib .pdf
On the connection between Nash equilibria and social optima in electric vehicle charging control games Luca Deori and Kostas Margellos and Maria Prandini 20th World Congress of the International Federation of Automatic Control 2017 .bib .pdf
A two-layer decentralized approach to the optimal energy management of a building district with a shared thermal storage Ioli Daniele and Deori Luca and Falsone Alessandro and Prandini Maria 20th World Congress of the International Federation of Automatic Control 2017 .bib .pdf
A Multi-Criteria Decision-Making Scheme for Multi-Aircraft Conflict Resolution Yang, Yang; Prandini, Maria; Cao, Xianbin; Du, Wenbo 20th World Congress of the International Federation of Automatic Control 2017 .bib .pdf
A complete modular framework for developing and testing automated driving controllers Lattarulo, R. and Perez, J. and Dendaluce, M. 20th World Congress of the International Federation of Automatic Control 2017 .bib .pdf
Fault injection method for safety and controllability evaluation of automated driving Garazi Juez Uriagereka, Ray Lattarulo, Joshue Perez Rastelli, Estibaliz Amparan Calonge, Alejandra Ruiz Lopez, Huascar Espinoza Ortiz 2017 IEEE Intelligent Vehicles Symposium (IV) 2017 .bib .pdf
Overtaking maneuver for automated driving using virtual environments Lattarulo, R. and Marcano, M. and Perez, J. Lecture Notes in Computer Science 2017 .bib .pdf
Study of the Lane Change Maneuver: Automated Driving use Case Lattarulo, R. and Perez, J. 16th International Conference on Computer Aided Systems Theory (EuroCAST) 2017 .bib .pdf
ARCH-COMP17 Category Report: Continuous and Hybrid Systems with Linear Continuous Dynamics M. Althoff and S. Bak and D. Cattaruzza and X. Chen and G. Frehse and R. Ray and S. Schupp Proc. of the 4th International Workshop on Applied Verification for Continuous and Hybrid Systems 2017 .bib .pdf
ARCH-COMP17 Category Report: Continuous Systems with Nonlinear Dynamics X. Chen and M. Althoff and F. Immler Proc. of the 4th International Workshop on Applied Verification for Continuous and Hybrid Systems 2017 .bib .pdf
Convex Interpolation Control with Formal Guarantees for Disturbed and Constrained Nonlinear Systems Bastian Schurmann, Matthias Althoff Proceedings of the 20th International Conference on Hybrid Systems: Computation and Control - HSCC '17 2017 .bib .pdf
Optimal Control of Sets of Solutions to Formally Guarantee Constraints of Disturbed Linear Systems Bastian Schurmann, Matthias Althoff Proc. of the American Control Conference 2017 .bib .pdf
Guaranteeing Constraints of Disturbed Nonlinear Systems Using Set-Based Optimal Control in Generator Space Bastian Schurmann, Matthias Althoff Proc. of the 20th IFAC World Congress 2017 .bib .pdf
Ensuring Drivability of Planned Motions Using Formal Methods Schurmann, Bastian and Hess, Daniel and Eilbrecht, Jan and Stursberg, Olaf and Koster, Frank and Althoff, Matthias Proc. of the Intelligent Transportation Systems Conference 2017 .bib .pdf
Counterexample-guided refinement of template polyhedra Sergiy Bogomolov, Goran Frehse, Mirco Giacobbe, Thomas A. Henzinger 23rd Int. Conf. on Tools and Algorithms for the Construction and Analysis of Systems (TACAS) 2017 .bib .pdf
Robust Control of Continuum Robots using Interval Arithmetic F. Hisch and A. Giusti and M. Althoff Proc. of the 20th IFAC World Congress 2017 .bib .pdf
Formal LPV Control for Transient Stability of Power Systems A. El-Guindy and K. Schaab and B. Schurmann and D. Han and O. Stursberg and M. Althoff Proc. of the IEEE PES General Meeting 2017 .bib .pdf
Distributed constrained optimization and consensusin uncertain networks via proximal minimization Kostas Margellos, Alessandro Falsone, Simone Garatti and Maria Prandini Proc. of IEEE Transactions on Automatic Control 2018 .bib .pdf
Constructing verification models of nonlinear Simulink systems via syntactic hybridization Nikolaos Kekatos and Marcelo Forets and Goran Frehse Proc. of the 56th Conference on Decision and Control 2017 .bib .pdf
ARCH-COMP18 Category Report: Continuous and Hybrid Systems with Linear Continuous Dynamics M. Althoff and S. Bak and X. Chen and C. Fan and M. Forets and G. Frehse and N. Kochdumper and Y. Li and S. Mitra and R. Ray and C. Schilling and S. Schupp Proc. of the 5th International Workshop on Applied Verification for Continuous and Hybrid Systems 2018 .bib .pdf
Implementation of Taylor Models in CORA 2018 M. Althoff and D. Grebenyuk and N. Kochdumper Proc. of the 5th International Workshop on Applied Verification for Continuous and Hybrid Systems 2018 .bib .pdf
Anytime Safety Verification of Autonomous Vehicles F. Gruber and M. Althoff Proc. of the 21st IEEE International Conference on Intelligent Transportation Systems 2018 .bib .pdf
ARCH-COMP18 Category Report: Continuous and Hybrid Systems with Nonlinear Dynamics F. Immler and M. Althoff and X. Chen and C. Fan and G. Frehse and N. Kochdumper and Y. Li and S. Mitra and M.S. Tomar and M. Zamani Proc. of the 5th International Workshop on Applied Verification for Continuous and Hybrid Systems 2018 .bib .pdf
A Formally Verified Motion Planner for Autonomous Vehicles Albert Rizaldi and Fabian Immler and Bastian Schurmann and Matthias Althoff Proc. of the International Symposium on Automated Technology for Verification and Analysis 2018 .bib .pdf
Reachset Model Predictive Control of Disturbed Nonlinear Systems Schurmann, Bastian and Kochdumper, Niklas and Althoff, Matthias Proc. of the 57th Conference on Decision and Control 2018 .bib .pdf
Reachset Conformance Testing of Human Arms with a Biomechanical Model Cedric Stark and Aaron Pereira and Matthias Althoff Proc. of the IEEE International Conference on Robotic Computing 2018 .bib .pdf
Interval-Arithmetic-Based Trajectory Scaling and Collision Detection for Robots with Uncertain Dynamics Michael Wagner and Stefan Liu and Andrea Giusti and Matthias Althoff Proc. of IEEE International Conference on Robotic Computing 2018 .bib .pdf
ARCH-COMP18 Category Report: Hybrid Systems with Piecewise Constant Dynamics Goran Frehse and Alessandro Abate and Dieky Adzkiya and Lei Bu and Mirco Giacobbe and Muhammad Syifa'Ul Mufid and Enea Zaffanella ARCH18. 5th International Workshop on Applied Verification of Continuous and Hybrid Systems 2018 .bib .pdf
Space-Time Interpolants Frehse, Goran and Giacobbe, Mirco and Henzinger, Thomas A International Conference on Computer Aided Verification 2018 .bib .pdf
A Toolchain for Verifying Safety Properties of Hybrid Automata via Pattern Templates Goran Frehse and Nikolaos Kekatos and Dejan Nickovic and Jens Oehlerking and Simone Schuler and Alexander Walsch and Matthias Woehrle Annual American Control Conference 2018 .bib .pdf
Lane change maneuver for autonomous vehicles (Benchmark Proposal) Nikolaos Kekatos and Daniel Hess and Goran Frehse 5th International Workshop on Applied Verification of Continuous and Hybrid Systems 2018 .bib .pdf
Reach set approximation through decomposition with low-dimensional sets and high-dimensional matrices Bogomolov, Sergiy and Forets, Marcelo and Frehse, Goran and Viry, Frederic and Podelski, Andreas and Schilling, Christian Proc. of the 21st International Conference on Hybrid Systems: Computation and Control 2018 .bib .pdf
Optimizing online control of constrained systems with switched dynamics Liu, Z and Stursberg, O Proc. of the European Control Conference 2018 .bib .pdf
Optimal Trajectory Planning of Hybrid Systems by Efficient MIQP Encoding Liu, Z and Stursberg, O Proc. of the 57th IEEE Conference on Decision and Control 2018 .bib .pdf
Switched Control for Quantized Feedback Systems: Invariance and Limit Cycle Analysis A. V. Papadopoulos and F. Terraneo and A. Leva and M. Prandini IEEE Transactions on Automatic Control 2018 .bib .pdf
Hybrid control of manipulators in human-robot coexistence scenarios A. Casalino and P. Rocco and M. Prandini American Control Conference 2018 .bib .pdf
Energy management in a multi-building set-up via distributed stochastic optimization V. Causevic and A. Falsone and D. Ioli and M. Prandini American Control Conference 2018 .bib .pdf
A data-driven approach to stochastic constrained control of piecewise affine systems Vignali, Riccardo and Ioli, Daniele and Prandini, Maria American Control Conference 2018 .bib .pdf
A Distributed Iterative Algorithm for Multi-Agent MILPs: Finite-Time Feasibility and Performance Characterization A. Falsone and K. Margellos and M. Prandini IEEE Control Systems Letters 2018 .bib .pdf
4-D Flight Trajectory Tracking: A Receding Horizon Approach Integrating Feedback Linearization and Scenario Optimization L. Deori and S. Garatti and M. Prandini IEEE Transactions on Control Systems Technology 2018 .bib .pdf
Regularized Jacobi Iteration for Decentralized Convex Quadratic Optimization with Separable Constraints L. Deori and K. Margellos and M. Prandini IEEE Transactions on Control Systems Technology 2018 .bib .pdf
Fast Maneuver Planning for Cooperative Automated Vehicles Daniel Hess and Ray Lattarulo and Joshue Perez and Julian. Schindler and Tobias Hesse and Frank Koster IEEE Intelligent Transportation Systems Conference ITSC 2018 .bib .pdf
Towards conformant models of automated electric vehicles Ray Lattarulo and Daniel Hess and Jose Matute and Joshue Perez IEEE International Conference on Vehicular Electronics and Safety ICVES 2018 .bib .pdf
A Linear Model Predictive Planning Approach for Overtaking Manoeuvres Under Possible Collision Circumstances Ray Lattarulo and Daniel Hess and Joshue Perez IEEE Intelligent Vehicles Symposium IV 2018 .bib .pdf
A Speed Planner Approach Based on Bezier Curves Using Vehicle Dynamic Constrains and Passengers Comfort Ray Lattarulo and Enrique Marti and Mauricio Marcano and Jose Matute and Joshue Perez IEEE International Symposium on Circuits and Systems 2018 .bib .pdf

Journal Articles

Title Authors Journal Year Attachments
A randomized algorithm for nonlinear model structure selection. Alessandro Falsone, Luigi Piroddi and Maria Prandini Automatica, Volume 60, October 2015, Pages 227-238 2015 .bib .pdf
Policy search for the optimal control of Markov decision processes: a novel particle-based iterative scheme Giorgio Manganini, Matteo Pirotta, Marcello Restelli, Luigi Piroddi, Maria Prandini IEEE Transactions on Cybernetics 2015 .bib .pdf
A randomised approach for NARX model identification based on a multivariate Bernoulli distribution F. Bianchi, A. Falsone, M. Prandini, L. Piroddi International Journal of Systems Science 2016 .bib .pdf
Trading performance for state constraint feasibility in stochastic constrained control: A randomized approach Luca Deori, Simone Garatti, Maria Prandini Journal of the Franklin Institute 2016 .bib .pdf
Minimum Resource Commitment for Reachability Specifications in a Discrete Time Linear Setting R. Vignali and M. Prandini IEEE Transactions on Automatic Control 2016 .bib .pdf
Multi-aircraft Conflict Detection and Resolution Based on Probabilistic Reach Sets Y. Yang, J. Zhang, K. Q. Cai, M. Prandini IEEE Transactions on Control Systems Technology 2016 .bib .pdf
Model Reduction of Switched Affine Systems Papadopoulos Alessandro Vittorio and Prandini Maria Automatica 2016 .bib .pdf
Dual decomposition for multi-agent distributed optimization with coupling constraints Alessandro Falsone and Kostas Margellos and Simone Garatti and Maria Prandini Automatica 2016 .bib .pdf
Energy Management of a Building Cooling System With Thermal Storage: An Approximate Dynamic Programming Solution Riccardo Maria Vignali; Francesco Borghesan; Luigi Piroddi; Martin Strelec; Maria Prandini IEEE Transactions on Automation Science and Engineering 2017 .bib .pdf
Finite time distributed averaging over gossip-constrained ring networks Alessandro Falsone, Kostas Margellos, Simone Garatti, Maria Prandini IEEE Transactions on Control of Network Systems 2017 .bib .pdf
A Randomized Approach to Probabilistic Footprint Estimation of a Space Debris Uncontrolled Reentry Alessandro Falsone, Maria Prandini IEEE Transactions on Intelligent Transportation Systems 2017 .bib .pdf
Robust control for voltage and transient stability of power grids relying on wind power Konstantin Schaab, Jannik Hahn, Maksim Wolkov, Olaf Stursberg Control Engineering Practice 2017 .bib .pdf
Optimierungsbasierte Regelung und Steuerung Hybrid-Dynamischer Systeme Liu, Z and Stursberg, O Automatisierungstechnik 2018 .bib .pdf
Price of anarchy in electric vehicle charging control games: When Nash equilibria achieve social welfare L. Deori and K. Margellos and M. Prandini Automatica 2018 .bib .pdf

Theses/Dissertations

Title Author University Year Attachments
Contingency Planning for Automated Vehicles in Urban Traffic Salvado, Joao Tecnico Lisboa 2015 .bib .pdf
Untersuchung von Algorithmen zur Identifikation der Parameter nichtlinearer Fahrdynamikmodelle Sun, Wuqiang Technische Universitat Braunschweig 2015 .bib .pdf
Parallel Best-First Heuristic Search applied to Cooperative Planning for Automated Vehicles Agamirzov, Evgeny Technische Universitat Munchen 2016 .bib .pdf