Fraunhofer-Institut für Techno- und Wirtschaftsmathematik ITWM
Fraunhofer-Institut für Techno- und Wirtschaftsmathematik ITWM

Profil Michael Burger

Schwerpunkte/Kompetenzen

  • Systemsimulation
  • Optimale Steuerung
  • Lastdatenanalyse
  • Maschinelles Lernen

 

Publikationen

Highlightpublikationen

  • Balzer, M.; Burger, M.; Däuwel, T.; Ekevid, T.; Steidel, S.; Weber, D.:
    Coupling DEM Particles to MBS Wheel Loader via Co-Simulation.
    Proceedings of the 4th Commercial Vehicle Technology Symposium (CVT 2016), 479-488, (2016).
  • Burger, M.; Schneider, F.; Steidel, S.:
    Coupled simulation in vehicle engineering.
    PAMMProc. Appl. Math. Mech., Vol. 16 (1), 493–494, (2016).
  • Schneider, F.; Burger, M.; Linn, J.:
    Efficient and robust co-simulation of geometrically exact Cosserat rod model and multibody system.
    Book of Abstracts, pp. 444, (2016).

Fraunhofer-Publica

Sammlung der Publikationen von Michael Burger in der Fraunhofer-Publica

Jahr
Year		Titel/Autor:in
Title/Author		Publikationstyp
Publication Type
2024 Cloud-Based Identification of Dynamic Trailer States
Burger, Michael; Holfeld, Vicky; Steidel, Stefan; Bartolozzi, Riccardo; Möller, Riccardo; Brand, André; Weßel, Simon; Kobler, Jan-Philipp		 Konferenzbeitrag
Conference Paper
2024 Data Analytics, Artificial Intelligence, and Machine Learning in Mobility and Vehicle Engineering
Burger, Michael		 Aufsatz in Buch
Book Article
2024 Multiskalen-Generierung von virtuellen Szenen und Szenarien zur Entwicklung, Erprobung und Validierung von Funktionen für autonome Fahrzeuge
Rothmann, Tim; Schwank, Johannes; Frank, Jürgen; Burger, Michael		 Konferenzbeitrag
Conference Paper
2024 A Gauss-Newton Method for ODE Optimal Tracking Control
Holfeld, Vicky; Burger, Michael; Schillings, Claudia		 Paper
2024 Vehicle activity recognition using machine data
Burger, Michael; Fiedler, Jochen; Jansen, Martin; Kickertz, Jessica; Kleeberg, Veit; Philippi, Alina		 Konferenzbeitrag
Conference Paper
2024 Gaussian Process Regression for the Prediction of Cable Bundle Characteristics
Burger, Lilli; Dörlich, Vanessa; Burger, Michael		 Aufsatz in Buch
Book Article
2024 AI-Based Surrogate Modeling for Highly Efficient Soil-Tool Simulation
Emmerich, Sebastian; Baumgart, Urs; Beckmann, Simon; Steidel, Stefan; Burger, Michael		 Konferenzbeitrag
Conference Paper
2023 Hybrid Optimal Traffic Control: Combining Model-Based and Data-Driven Approaches
Baumgart, Urs; Burger, Michael		 Konferenzbeitrag
Conference Paper
2023 Nonlinear Optimal Control of Traffic Flow with Stability Guarantees
Baumgart, Urs; Moreno-Mora, Francisco; Beckenbach, Lukas; Burger, Michael; Streif, Stefan		 Zeitschriftenaufsatz
Journal Article
2023 Potentials in the Field of Mobility by Mathematical Methods of AI
Schöbel, Anita; Stephani, Henrike; Burger, Michael		 Aufsatz in Buch
Book Article
2023 Lasttransfer für Traktorvarianten
Wilde, K; Weiß, Marc-Pierre; Schlotterbeck, Maxim; Jung, Thomas; Burger, Michael		 Konferenzbeitrag
Conference Paper
2022 Daten, Künstliche Intelligenz und Maschinelles Lernen in der Fahrzeugentwicklung
Burger, Michael		 Zeitschriftenaufsatz
Journal Article
2022 Optimal Control of Traffic Flow Based on Reinforcement Learning
Baumgart, Urs; Burger, Michael		 Konferenzbeitrag
Conference Paper
2022 Datenbasierte Schätzung von Kabelbündelsteifigkeiten mittels Gauß-Prozess-Regression
Burger, Lilli; Dörlich, Vanessa; Burger, Michael		 Konferenzbeitrag
Conference Paper
2022 Online-Identifikation von Straßenrauigkeiten am LKW-Trailer für sicheres autonomes Fahren
Kobler, Jan-Philipp; Brand, André; Weßel, Simon; Jung, Thomas; Steidel, Stefan; Burger, Michael		 Konferenzbeitrag
Conference Paper
2022 Echtzeitfähige Simulation der Bodenwechselwirkung für Baumaschinen
Jahnke, Jonathan; Steidel, Stefan; Burger, Michael; Emmerich, Sebastian		 Konferenzbeitrag
Conference Paper
2022 Umgebungsdaten und Dynamische Verkehrsszenarien zur Effizienten Erprobung von Fahrzeug-Systemen
Burger, Michael; Jung, Thomas; Wu, Canhui; Rothmann, Tim		 Konferenzbeitrag
Conference Paper
2022 Efficient and Robust Parameter Identification for Soil modeled via the Discrete Element Method
Jahnke, Jonathan; Steidel, Stefan; Burger, Michael; Jareteg, Klas; Quist, Johannes		 Konferenzbeitrag
Conference Paper
2022 Modell- und Datenbasierte Lastdaten-Prädiktion und Kollektiv-Optimierung
Auer, Kazim; Scheffel, Wolfgang; Haug, Alexander; Burger, Lilli; Beckmann, Simon; Burger, Michael		 Konferenzbeitrag
Conference Paper
2022 Estimation of Cable Bundle Stiffness Based on Gaussian Process Regression
Burger, Lilli; Dörlich, Vanessa; Burger, Michael; Linn, Joachim; Schneider-Jung, Fabio Julian		 Konferenzbeitrag
Conference Paper
2021 Datenanalyse, statistische Methoden und Ensemble-Postprocessing zur Entscheidungsunterstützung bei der Feldbearbeitung
Fiedler, J.; Burger, M.		 Konferenzbeitrag
Conference Paper
2021 Potenziale im Bereich der Mobilität durch mathematische Methoden der KI
Schöbel, Anita; Stephani, Henrike; Burger, Michael		 Aufsatz in Buch
Book Article
2021 Load assumption process for durability design using new data sources and data analytics
Burger, Michael; Dreßler, Klaus; Speckert, Michael		 Zeitschriftenaufsatz
Journal Article
2021 A Reinforcement Learning Approach for Traffic Control
Baumgart, Urs; Burger, Michael		 Konferenzbeitrag
Conference Paper
2020 A Grey Box Model Approach for the Prediction of Tire Energy Loss
Burger, M.; Steidel, S.		 Konferenzbeitrag
Conference Paper
2020 New Data Sources and Data Analytics Methods for Durability Engineering
Burger, M.; Dreßler, K.; Speckert, M.		 Konferenzbeitrag
Conference Paper
2020 Efficient Particle Simulation Using a Two-Phase DEM-Lookup Approach
Jahnke, J.; Steidel, S.; Burger, M.; Simeon, B.		 Konferenzbeitrag
Conference Paper
2020 A projected primal-dual gradient optimal control method for deep reinforcement learning
Gottschalk, S.; Burger, M.; Gerdts, M.		 Zeitschriftenaufsatz
Journal Article
2019 Parameter identification for soil simulation based on the discrete elemente method and application to small scale shallow penetration tests
Jahnke, J.; Steidel, S.; Burger, M.; Papamichael, S.; Becker, A.; Vrettos, C.		 Konferenzbeitrag
Conference Paper
2019 Datenbasierte Schätzung beanspruchungsrelevanter Fahrzeuggrößen
Burger, M.; Speckert, M.; Dreßler, K.		 Konferenzbeitrag
Conference Paper
2019 Differences and similarities between reinforcement learning and the classical optimal control framework
Gottschalk, S.; Burger, M.		 Zeitschriftenaufsatz
Journal Article
2019 Local Extrapolation and Linear-Implicit Stabilization in a Parallel Coupling Scheme
Burger, M.; Steidel, S.		 Konferenzbeitrag
Conference Paper
2019 Derivation of second order traffic flow models with time delays
Burger, M.; Göttlich, S.; Jung, T.		 Zeitschriftenaufsatz
Journal Article
2019 Reinforcement Learning in Order to Control Biomechanical Models
Gottschalk, S.; Burger, M.		 Konferenzbeitrag
Conference Paper
2019 Reinforcement Learning Applied to a Human Arm Model
Burger, M.; Gottschalk, S.; Roller, M.		 Konferenzbeitrag
Conference Paper
2019 DAE Aspects in Vehicle Dynamics and Mobile Robotics
Burger, M.; Gerdts, M.		 Aufsatz in Buch
Book Article
2019 Constraint coupling for flexible multibody systems: Stabilization by modified spatial discretization
Schneider, F.; Burger, M.		 Konferenzbeitrag
Conference Paper
2019 Soil Modeling with a DEM Lookup approach
Jahnke, J.; Steidel, S.; Burger, M.		 Zeitschriftenaufsatz
Journal Article
2018 Nutzungsspezifische Vorhersage von Beanspruchung und Energieverbrauch
Burger, M.; Speckert, M.; Dreßler, K.		 Konferenzbeitrag
Conference Paper
2018 Ableitung von feldrelevanten Lastkollektiven mittels Stochastischer Verkehrssimulation
Sandmann, K.; Leyendecker, T.; Burger, M.; Speckert, M.		 Konferenzbeitrag
Conference Paper
2018 Derivation of a first order traffic flow model of Lighthill-Whitham-Richards type
Burger, M.; Göttlich, S.; Jung, T.		 Zeitschriftenaufsatz
Journal Article
2018 Multiphysics simulation of construction equipment - coupling material, machine and power source
Burger, M.; Carlqvist, C.; Ekevid, T.; Steidel, S.; Weber, Dietmar		 Konferenzbeitrag
Conference Paper
2018 Model-based identification of road profiles and road roughness indicators using vehicle measurements
Burger, M.; Speckert, M.; Müller, R.; Weiberle, D.		 Konferenzbeitrag
Conference Paper
2017 A survey on numerical methods for the simulation of initial value problems with sDAEs
Burger, M.; Gerdts, M.		 Aufsatz in Buch
Book Article
2017 Co-simulation in the vehicle development process
Steidel, S.; Burger, M.		 Konferenzbeitrag
Conference Paper
2017 A new approach for force-displacement co-simulation using kinematic coupling constraints
Schneider, Fabio; Burger, M.; Arnold, M.; Simeon, B.		 Zeitschriftenaufsatz
Journal Article
2017 Coupling a DEM material model to multibody construction equipment
Burger, M.; Dreßler, K.; Ekevid, T.; Steidel, S.; Weber, D.		 Konferenzbeitrag
Conference Paper
2016 Dynamic programming approach for discrete-valued time discrete optimal control problems with Dwell time constraints
Burger, Michael; Gerdts, Matthias; Göttlich, Simone; Herty, Michael		 Konferenzbeitrag
Conference Paper
2016 Coupling DEM particles to MBS wheel loader via co-simulation
Balzer, M.; Burger, M.; Däuwel, T.; Ekevid, T.; Steidel, S.; Weber, D.		 Konferenzbeitrag
Conference Paper
2016 Coupled simulation in vehicle engineering
Burger, M.; Schneider, Fabio; Steidel, S.		 Zeitschriftenaufsatz
Journal Article
2015 A general approach for efficient embedding of flexible structures in multibody dynamics
Schneider, Fabio; Burger, Michael; Simeon, Bernd		 Konferenzbeitrag
Conference Paper
2014 Calculating road input data for vehicle simulation
Burger, M.		 Zeitschriftenaufsatz
Journal Article
2014 An advanced flexible realtime tire model and its integration into fraunhofer's driving simulator
Gallrein, A.; Baecker, M.; Burger, M.; Gizatullin, A.		 Bericht
Report
2014 On Rosenbrock methods for the time integration of nearly incompressible materials and their usage for nonlinear model reduction
Becker, U.; Simeon, B.; Burger, M.		 Zeitschriftenaufsatz
Journal Article
2013 Integration eines detaillierten, flexiblen Reifenmodells in den Fraunhofer Fahrsimulator
Burger, M.; Bäcker, M.; Gallrein, A.; Kleer, M.		 Konferenzbeitrag
Conference Paper
2012 Applications for MBS-FEM coupling with MpCCI using automotive simulation as example
Bayrasy, P.; Burger, M.; Dehning, C.; Kalmykov, I.; Speckert, M.		 Konferenzbeitrag
Conference Paper
2011 Optimal Control of Dynamical Systems: Calculating Input Data for Multibody System Simulation
Burger, M.		 Dissertation
Doctoral Thesis
2011 Invariant input loads for full vehicle multibody system simulation
Burger, M.; Dreßler, K.; Speckert, M.		 Bericht
Report
2010 Optimal control of multibody systems for the calculation of invariant input loads
Burger, M.; Speckert, M.; Dreßler, K.		 Konferenzbeitrag
Conference Paper
2010 Optimal control methods for the calculation of invariant excitation signals for multibody systems
Burger, M.; Speckert, M.; Dreßler, K.		 Bericht
Report
2010 Real-time simulation of multibody-systems for on-board applications
Engelhardt, L.; Burger, M.; Bitsch, G.		 Bericht
Report
2009 Calculating invariant loads for system simulation in vehicle engineering
Burger, M.; Dreßler, K.; Marquardt, A.; Speckert, M.		 Bericht
Report
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