Publications

Conference papers

TitleAuthorsConferenceYearAttachments
Industrial Examples of Formal Specifications for Test Case GenerationRoehm Hendrik, Gmehlich Rainer, Heinz Thomas, Oehlerking Jens, and Woehrle Matthias2nd Intern'l Workshop on Applied veRification for Continuous and Hybrid Systems (ARCH 2015)2015.bib .pdf
An Introduction to CORA 2015Matthias Althoff2nd Intern'l Workshop on Applied veRification for Continuous and Hybrid Systems (ARCH 2015)2015.bib .pdf
Reachability of Hybrid Systems in Space-TimeGoran FrehseACM/IEEE Int. Conf. Embedded Systems (EMSOFT'15)2015.bib .pdf
Benchmark problem: an air brake model for trainsLuca Parolini, Simone Schuler, Adolfo Anta2nd Intern'l Workshop on Applied veRification for Continuous and Hybrid Systems (ARCH 2015)2015.bib .pdf
Computing Maximizer Trajectories of Affine Dynamics for ReachabilityGoran FrehseIEEE Conf. Decision and Control (CDC)2015.bib .pdf
A Switched Control Scheme to Handle Quantisation in the Design of High-precision Computing System ComponentsFederico Terraneo, Alberto Leva, Maria PrandiniACM/IEEE Sixth International Conference on Cyber-Physical Systems2015.bib .pdf
Technology Transfer Process for Autonomous Mobility as Cyberphysical Systems. The H2020 UnCoVerCPS projectJavier Sanchez Cubillo and Jesus Marcos Olaya13th 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 formulationDaniele Ioli, Alessandro Falsone, Maria Prandini9th International Symposium on Advanced Control of Chemical Processes ADCHEM 20152015.bib .pdf
A model predictive control approach to aircraft motion controlLuca Deori, Simone Garatti, Maria PrandiniAmerican Control Conference ACC 20152015.bib .pdf
An Iterative Scheme for the Approximate Linear Programming Solution to the Optimal Control of a Markov Decision ProcessAlessandro Falsone and Maria PrandiniEuropean Control Conference 20152015.bib .pdf
Poli-RRT*: optimal RRT-based planning for con- strained and feedback linearisable vehicle dynamicsMatteo Ragaglia, Maria Prandini, Luca BascettaEuropean Control Conference 20152015.bib .pdf
Decentralized control of distributed discrete event systems with linear dependency structureChristian Hillmann and Olaf Stursberg11th IEEE International Conference on Automation Science and Engineering2015.bib .pdf
A majority voting classifier with probabilistic guaranteesGiorgio Manganini, Alessandro Falsone, Maria PrandiniIEEE Multi-Conference on Systems and Control MSC20152015.bib .pdf
Decentralized robust control of power grids using LPV- models of DAE-systemsKonstantin Schaab and Olaf Stursberg1st IFAC Workshop on Linear Parameter Varying Systems2015.bib .pdf
Robust decentralized LPV control for transient stability of power systemsKonstantin Schaab and Olaf Stursberg9th IFAC Symposium on Control of Power and Energy Systems2015.bib .pdf
A classification-based approach to the optimal control of affine switched systemsGiorgio Manganini, Luigi Piroddi and Maria PrandiniIEEE Conference on Decision and Control 20152015.bib .pdf
Stochastic control with input and state constraints: a relaxation technique to ensure feasibilityLuca Deori, Simone Garatti and Maria PrandiniIEEE Conference on Decision and Control 20152015.bib .pdf
An iterative scheme to hierarchically structured optimal energy management of a microgridDaniele Ioli, Alessandro Falsone, Maria PrandiniIEEE Conference on Decision and Control 20152015.bib .pdf
formalSpec | Semi-automatic formalization of system requirements for Formal Verification (Tool Presentation)Axel Busboom, Simone Schuler, Alexander WalschProc. of the Workshop on Applied Verification for Continuous and Hybrid Systems (ARCH)2016.bib .pdf
Benchmark problem: hybrid modelling of a wind turbineSimone Schuler, Fabiano Daher Adegas, Adolfo AntaProc. 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 constraintsD. Kontny and O. Stursberg2016 IEEE Conference on Computer Aided Control System Design (CACSD)2016.bib .pdf
Control of discrete-time piecewise affine probabilistic systems using reachability analysisL. Asselborn and O. Stursberg2016 IEEE Conference on Computer Aided Control System Design (CACSD)2016.bib .pdf
Closed-Form Expressions of Convex CombinationsBastian Schurmann, Ahmed El-Guindy, Matthias AlthoffProc. of the American Control Conference (ACC)2016.bib .pdf
STL Model Checking of Continuous and Hybrid SystemsHendrik Roehm, Jens Oehlerking, Thomas Heinz, Matthias AlthoffAutomated Technology for Verification and Analysis: 14th International Symposium, ATVA 2016, Chiba, Japan, October 17-20, 2016, Proceedings2016.bib .pdf
Reachset Conformance Testing of Hybrid AutomataRoehm Hendrik, Oehlerking Jens, Woehrle Matthias, Althoff MatthiasProceedings of the 19th International Conference on Hybrid Systems: Computation and Control (HSCC)2016.bib .pdf
FLOPSYNC-QACS: Quantization-Aware Clock Synchronization for Wireless Sensor NetworksF. Terraneo, A.V. Papadopoulos, A. Leva, M. Prandini4th 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 systemsR. Vignali and M. Prandini2016 IEEE Conference on Control Applications (IEEE Multi-conference on Systems and Control 20162016.bib .pdf
A Chance-Constrained Approach to the Quantized Control of a Heat Ventilation and Air Conditioning System with Prioritized ConstraintsC. Brocchini, A. Falsone, G. Manganini, O. Holub, M. PrandiniSymposium on Mathematical Theory of Networks and Systems2016.bib .pdf
A compositional framework for energy management of a smart grid: a scalable stochastic hybrid model for cooling of a district networkD. Ioli, A. Falsone, S. Schuler, M. Prandini12th IEEE International Conference on Control & Automation2016.bib .pdf
Energy management of a building cooling system with thermal storage: a randomized solution with feedforward disturbance compensationD. Ioli, A. Falsone, M. Prandini2016 American Control Conference2016.bib .pdf
A stochastic optimal control solution to the energy management of a microgrid with storage and renewablesA. Belloni, L. Piroddi, M. Prandini2016 American Control Conference2016.bib .pdf
Distributed allocation of a shared energy storage system in a microgridP. Dimitrov, L. Piroddi, M. Prandini2016 American Control Conference2016.bib .pdf
Proximal minimization based distributed convex optimizationK. Margellos, A. Falsone, S. Garatti, M. Prandini2016 American Control Conference2016.bib .pdf
K. Margellos, A. Falsone, S. Garatti, M. PrandiniK. Margellos, A. Falsone, S. Garatti, M. PrandiniEuropean Control Conference2016.bib .pdf
Model reduction of discrete time hybrid systems: A structural approach based on observabilityR. Vignali and M. Prandini2nd International Workshop on Symbolic and Numerical Methods for Reachability Analysis (SNR'16)2016.bib .pdf
From Simulation Models to Hybrid Automata Using Urgency and RelaxationStefano Minopoli and Goran FrehseProceedings 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 FrehseProceedings of the 19th International Conference on Hybrid Systems: Computation and Control (HSCC)2016.bib .pdf
Implementation of Interval Arithmetic in CORA 2016M. Althoff and D. GrebenyukProc. of the 3rd International Workshop on Applied Verification for Continuous and Hybrid Systems2016.bib .pdf
Combining Zonotopes and Support Functions for Efficient Reachability Analysis of Linear SystemsM. Althoff and G. FrehseProc. of the 55th IEEE Conference on Decision and Control2016.bib .pdf
Contingency Planning for Automated VehiclesSalvado, Joao and Custodio, Luis and Hess, DanielIEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)2016.bib .pdf
Ultimate robust performance control of rigid robot manipulators using interval arithmeticAndrea Giusti, Matthias Althoff2016 American Control Conference (ACC)2016.bib .pdf
Overapproximative Arm Occupancy Prediction for Human-Robot Interaction Built from Archetypal MovementsA. Pereira and M. AlthoffInternational Conference on Robotics and Automation2016.bib .pdf
Fast optimizing control for non-convex state constraints using homotopy propertiesDamian Kontny, Olaf Stursberg2016 IEEE 55th Conference on Decision and Control (CDC)2016.bib .pdf
Online Motion Synthesis with Minimal Intervention Control and Formal Safety GuaranteesM.J.A. Zeestraten and A. Pereira and M. Althoff and S. CalinonProc. of IEEE International Conference on Systems, Man, and Cybernetics2016.bib .pdf
Safe Cooperation of Automated VehiclesHess, Daniel and Loper, Christian and Hesse, TobiasAAET - Automatisiertes und vernetztes Fahren, Beitrage zum gleichnamigen2017.bib .pdf
Provably Safe Motion of Mobile Robots in Human EnvironmentsStefan B. Liu and Matthias Althoff and Christian Heinzemann and Hendrik Roehm and Jens Oehlerking and Ingo Luetkebohle2017 IEEE/RSJ International Conference on Intelligent Robots and Systems2017.bib .pdf
A Smart Grid Energy Management Problem for Data-driven Design with Probabilistic Reachability GuaranteesDaniele Ioli and Alessandro Falsone and Marianne Hartung and Axel Busboom and Maria PrandiniARCH17. 4th International Workshop on Applied Verification of Continuous and Hybrid Systems2017.bib .pdf
Flat-RRT*: A sampling-based optimal trajectory planner for differentially flat vehicles with constrained dynamicsLuca Bascetta and Maria Prandini20th World Congress of the International Federation of Automatic Control2017.bib .pdf
On the connection between Nash equilibria and social optima in electric vehicle charging control gamesLuca Deori and Kostas Margellos and Maria Prandini20th World Congress of the International Federation of Automatic Control2017.bib .pdf
A two-layer decentralized approach to the optimal energy management of a building district with a shared thermal storageIoli Daniele and Deori Luca and Falsone Alessandro and Prandini Maria20th World Congress of the International Federation of Automatic Control2017.bib .pdf
A Multi-Criteria Decision-Making Scheme for Multi-Aircraft Conflict ResolutionYang, Yang; Prandini, Maria; Cao, Xianbin; Du, Wenbo20th World Congress of the International Federation of Automatic Control2017.bib .pdf
A complete modular framework for developing and testing automated driving controllersLattarulo, R. and Perez, J. and Dendaluce, M.20th World Congress of the International Federation of Automatic Control2017.bib .pdf
Fault injection method for safety and controllability evaluation of automated drivingGarazi Juez Uriagereka, Ray Lattarulo, Joshue Perez Rastelli, Estibaliz Amparan Calonge, Alejandra Ruiz Lopez, Huascar Espinoza Ortiz2017 IEEE Intelligent Vehicles Symposium (IV)2017.bib .pdf
Overtaking maneuver for automated driving using virtual environmentsLattarulo, R. and Marcano, M. and Perez, J.Lecture Notes in Computer Science2017.bib .pdf
Study of the Lane Change Maneuver: Automated Driving use CaseLattarulo, 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 DynamicsM. Althoff and S. Bak and D. Cattaruzza and X. Chen and G. Frehse and R. Ray and S. SchuppProc. of the 4th International Workshop on Applied Verification for Continuous and Hybrid Systems2017.bib .pdf
ARCH-COMP17 Category Report: Continuous Systems with Nonlinear DynamicsX. Chen and M. Althoff and F. ImmlerProc. of the 4th International Workshop on Applied Verification for Continuous and Hybrid Systems2017.bib .pdf
Convex Interpolation Control with Formal Guarantees for Disturbed and Constrained Nonlinear SystemsBastian Schurmann, Matthias AlthoffProceedings of the 20th International Conference on Hybrid Systems: Computation and Control - HSCC '172017.bib .pdf
Optimal Control of Sets of Solutions to Formally Guarantee Constraints of Disturbed Linear SystemsBastian Schurmann, Matthias AlthoffProc. of the American Control Conference2017.bib .pdf
Guaranteeing Constraints of Disturbed Nonlinear Systems Using Set-Based Optimal Control in Generator SpaceBastian Schurmann, Matthias AlthoffProc. of the 20th IFAC World Congress2017.bib .pdf
Ensuring Drivability of Planned Motions Using Formal MethodsSchurmann, Bastian and Hess, Daniel and Eilbrecht, Jan and Stursberg, Olaf and Koster, Frank and Althoff, MatthiasProc. of the Intelligent Transportation Systems Conference2017.bib .pdf
Counterexample-guided refinement of template polyhedraSergiy Bogomolov, Goran Frehse, Mirco Giacobbe, Thomas A. Henzinger23rd Int. Conf. on Tools and Algorithms for the Construction and Analysis of Systems (TACAS)2017.bib .pdf
Robust Control of Continuum Robots using Interval ArithmeticF. Hisch and A. Giusti and M. AlthoffProc. of the 20th IFAC World Congress2017.bib .pdf
Formal LPV Control for Transient Stability of Power SystemsA. El-Guindy and K. Schaab and B. Schurmann and D. Han and O. Stursberg and M. AlthoffProc. of the IEEE PES General Meeting2017.bib .pdf
Distributed constrained optimization and consensusin uncertain networks via proximal minimizationKostas Margellos, Alessandro Falsone, Simone Garatti and Maria PrandiniProc. of IEEE Transactions on Automatic Control2018.bib .pdf
Constructing verification models of nonlinear Simulink systems via syntactic hybridizationNikolaos Kekatos and Marcelo Forets and Goran FrehseProc. of the 56th Conference on Decision and Control2017.bib .pdf
ARCH-COMP18 Category Report: Continuous and Hybrid Systems with Linear Continuous DynamicsM. 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. SchuppProc. of the 5th International Workshop on Applied Verification for Continuous and Hybrid Systems2018.bib .pdf
Implementation of Taylor Models in CORA 2018M. Althoff and D. Grebenyuk and N. KochdumperProc. of the 5th International Workshop on Applied Verification for Continuous and Hybrid Systems2018.bib .pdf
Anytime Safety Verification of Autonomous VehiclesF. Gruber and M. AlthoffProc. of the 21st IEEE International Conference on Intelligent Transportation Systems2018.bib .pdf
ARCH-COMP18 Category Report: Continuous and Hybrid Systems with Nonlinear DynamicsF. 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. ZamaniProc. of the 5th International Workshop on Applied Verification for Continuous and Hybrid Systems2018.bib .pdf
A Formally Verified Motion Planner for Autonomous VehiclesAlbert Rizaldi and Fabian Immler and Bastian Schurmann and Matthias AlthoffProc. of the International Symposium on Automated Technology for Verification and Analysis2018.bib .pdf
Reachset Model Predictive Control of Disturbed Nonlinear SystemsSchurmann, Bastian and Kochdumper, Niklas and Althoff, MatthiasProc. of the 57th Conference on Decision and Control2018.bib .pdf
Reachset Conformance Testing of Human Arms with a Biomechanical ModelCedric Stark and Aaron Pereira and Matthias AlthoffProc. of the IEEE International Conference on Robotic Computing2018.bib .pdf
Interval-Arithmetic-Based Trajectory Scaling and Collision Detection for Robots with Uncertain DynamicsMichael Wagner and Stefan Liu and Andrea Giusti and Matthias AlthoffProc. of IEEE International Conference on Robotic Computing2018.bib .pdf
ARCH-COMP18 Category Report: Hybrid Systems with Piecewise Constant DynamicsGoran Frehse and Alessandro Abate and Dieky Adzkiya and Lei Bu and Mirco Giacobbe and Muhammad Syifa'Ul Mufid and Enea ZaffanellaARCH18. 5th International Workshop on Applied Verification of Continuous and Hybrid Systems2018.bib .pdf
Space-Time InterpolantsFrehse, Goran and Giacobbe, Mirco and Henzinger, Thomas AInternational Conference on Computer Aided Verification2018.bib .pdf
A Toolchain for Verifying Safety Properties of Hybrid Automata via Pattern TemplatesGoran Frehse and Nikolaos Kekatos and Dejan Nickovic and Jens Oehlerking and Simone Schuler and Alexander Walsch and Matthias WoehrleAnnual American Control Conference2018.bib .pdf
Lane change maneuver for autonomous vehicles (Benchmark Proposal)Nikolaos Kekatos and Daniel Hess and Goran Frehse5th International Workshop on Applied Verification of Continuous and Hybrid Systems2018.bib .pdf
Reach set approximation through decomposition with low-dimensional sets and high-dimensional matricesBogomolov, Sergiy and Forets, Marcelo and Frehse, Goran and Viry, Frederic and Podelski, Andreas and Schilling, ChristianProc. of the 21st International Conference on Hybrid Systems: Computation and Control2018.bib .pdf
Optimizing online control of constrained systems with switched dynamicsLiu, Z and Stursberg, OProc. of the European Control Conference2018.bib .pdf
Optimal Trajectory Planning of Hybrid Systems by Efficient MIQP EncodingLiu, Z and Stursberg, OProc. of the 57th IEEE Conference on Decision and Control2018.bib .pdf
Switched Control for Quantized Feedback Systems: Invariance and Limit Cycle AnalysisA. V. Papadopoulos and F. Terraneo and A. Leva and M. PrandiniIEEE Transactions on Automatic Control2018.bib .pdf
Hybrid control of manipulators in human-robot coexistence scenariosA. Casalino and P. Rocco and M. PrandiniAmerican Control Conference2018.bib .pdf
Energy management in a multi-building set-up via distributed stochastic optimizationV. Causevic and A. Falsone and D. Ioli and M. PrandiniAmerican Control Conference2018.bib .pdf
A data-driven approach to stochastic constrained control of piecewise affine systemsVignali, Riccardo and Ioli, Daniele and Prandini, MariaAmerican Control Conference2018.bib .pdf
A Distributed Iterative Algorithm for Multi-Agent MILPs: Finite-Time Feasibility and Performance CharacterizationA. Falsone and K. Margellos and M. PrandiniIEEE Control Systems Letters2018.bib .pdf
4-D Flight Trajectory Tracking: A Receding Horizon Approach Integrating Feedback Linearization and Scenario OptimizationL. Deori and S. Garatti and M. PrandiniIEEE Transactions on Control Systems Technology2018.bib .pdf
Regularized Jacobi Iteration for Decentralized Convex Quadratic Optimization with Separable ConstraintsL. Deori and K. Margellos and M. PrandiniIEEE Transactions on Control Systems Technology2018.bib .pdf
Fast Maneuver Planning for Cooperative Automated VehiclesDaniel Hess and Ray Lattarulo and Joshue Perez and Julian. Schindler and Tobias Hesse and Frank KosterIEEE Intelligent Transportation Systems Conference ITSC2018.bib .pdf
Towards conformant models of automated electric vehiclesRay Lattarulo and Daniel Hess and Jose Matute and Joshue PerezIEEE International Conference on Vehicular Electronics and Safety ICVES2018.bib .pdf
A Linear Model Predictive Planning Approach for Overtaking Manoeuvres Under Possible Collision CircumstancesRay Lattarulo and Daniel Hess and Joshue PerezIEEE Intelligent Vehicles Symposium IV2018.bib .pdf
A Speed Planner Approach Based on Bezier Curves Using Vehicle Dynamic Constrains and Passengers ComfortRay Lattarulo and Enrique Marti and Mauricio Marcano and Jose Matute and Joshue PerezIEEE International Symposium on Circuits and Systems2018.bib .pdf

 

 

Journal Articles

TitleAuthorsJournalYearAttachments
A randomized algorithm for nonlinear model structure selection.Alessandro Falsone, Luigi Piroddi and Maria PrandiniAutomatica, Volume 60, October 2015, Pages 227-2382015.bib .pdf
Policy search for the optimal control of Markov decision processes: a novel particle-based iterative schemeGiorgio Manganini, Matteo Pirotta, Marcello Restelli, Luigi Piroddi, Maria PrandiniIEEE Transactions on Cybernetics2015.bib .pdf
A randomised approach for NARX model identification based on a multivariate Bernoulli distributionF. Bianchi, A. Falsone, M. Prandini, L. PiroddiInternational Journal of Systems Science2016.bib .pdf
Trading performance for state constraint feasibility in stochastic constrained control: A randomized approachLuca Deori, Simone Garatti, Maria PrandiniJournal of the Franklin Institute2016.bib .pdf
Minimum Resource Commitment for Reachability Specifications in a Discrete Time Linear SettingR. Vignali and M. PrandiniIEEE Transactions on Automatic Control2016.bib .pdf
Multi-aircraft Conflict Detection and Resolution Based on Probabilistic Reach SetsY. Yang, J. Zhang, K. Q. Cai, M. PrandiniIEEE Transactions on Control Systems Technology2016.bib .pdf
Model Reduction of Switched Affine SystemsPapadopoulos Alessandro Vittorio and Prandini MariaAutomatica2016.bib .pdf
Dual decomposition for multi-agent distributed optimization with coupling constraintsAlessandro Falsone and Kostas Margellos and Simone Garatti and Maria PrandiniAutomatica2016.bib .pdf
Energy Management of a Building Cooling System With Thermal Storage: An Approximate Dynamic Programming SolutionRiccardo Maria Vignali; Francesco Borghesan; Luigi Piroddi; Martin Strelec; Maria PrandiniIEEE Transactions on Automation Science and Engineering2017.bib .pdf
Finite time distributed averaging over gossip-constrained ring networksAlessandro Falsone, Kostas Margellos, Simone Garatti, Maria PrandiniIEEE Transactions on Control of Network Systems2017.bib .pdf
A Randomized Approach to Probabilistic Footprint Estimation of a Space Debris Uncontrolled ReentryAlessandro Falsone, Maria PrandiniIEEE Transactions on Intelligent Transportation Systems2017.bib .pdf
Robust control for voltage and transient stability of power grids relying on wind powerKonstantin Schaab, Jannik Hahn, Maksim Wolkov, Olaf StursbergControl Engineering Practice2017.bib .pdf
Optimierungsbasierte Regelung und Steuerung Hybrid-Dynamischer SystemeLiu, Z and Stursberg, OAutomatisierungstechnik2018.bib .pdf
Price of anarchy in electric vehicle charging control games: When Nash equilibria achieve social welfareL. Deori and K. Margellos and M. PrandiniAutomatica2018.bib .pdf

 

 

Theses/Dissertations

TitleAuthorUniversityYearAttachments
Contingency Planning for Automated Vehicles in Urban TrafficSalvado, JoaoTecnico Lisboa2015.bib .pdf
Untersuchung von Algorithmen zur Identifikation der Parameter nichtlinearer FahrdynamikmodelleSun, WuqiangTechnische Universitat Braunschweig2015.bib .pdf
Parallel Best-First Heuristic Search applied to Cooperative Planning for Automated Vehicles