Graz University of Technology

Automobil und Fahrzeugbau

10-50 Mitarbeiter

Supervision and implementation of methods in accordance with the SOTIF (ISO PAS 21448), ISO 26262 and ISO 34502 standards
Project acquisition, project proposals
Technical project management
Supervision of doctoral students

DFT-Dynamics GmbH

Automobil und Fahrzeugbau

< 10 Mitarbeiter

Consultancy services in the area of functional safety (ISO 26262) and safety of intended functionality (SOTIF).
Data analysis & AI
Development of customer-specific frameworks for design exploration with predictive modelling, AI and optimisation.

Graz University of Technology

Automobil und Fahrzeugbau

10-50 Mitarbeiter

Creation of UHD maps (digital twins in ASAM OpenDRIVE format), planning of tests and concrete test cases (ASAM OpenSCENARIO format) for scenario-based tests of automated vehicles.
Development of a data-driven, sequential framework for co-simulation. The framework aims to control the sampling of test cases, execution, evaluation and identification of relevant test cases. The framework uses sequential samples and iteratively trains surrogate models (e.g. Deep Gaussian Process, Neural Network) of metrics to evaluate the relevance of scenarios. With the help of machine learning algorithms, intelligent point selection, optimisation and sensitivity analysis, a more efficient search for relevant test cases is achieved.
Technical consulting in the field of automated driving and road safety
Development of a simulation environment for vehicle-to-everything communication
Supervision of bachelor and master theses

AC2T Research GmbH

Industrie und Maschinenbau

50-250 Mitarbeiter

Analysis and evaluation of new bogie designs and their influence on vehicle dynamics, wheel-rail wear and damage mechanisms (multi-body simulations - MBS).
Development of a methodology for the improvement of wheel materials for railway vehicles.

Kompetenzzentrum - Das virtuelle Fahrzeug Forschungs Gmbh

Automobil und Fahrzeugbau

250-500 Mitarbeiter

Support with modelling (MBS, FE), test bench planning and project preparation for the investigation of timing chains in internal combustion engines (ICE).
Support with modelling (FE) and experiments on the mechanical efficiency and wear of combustion engines, in particular crankshaft bearings.
Carrying out structural analyses (frequency analysis) of the "body in white" of a vehicle prototype.
Development and analysis of a frame for a cooling unit of a lorry trailer. Verification of FE models on the basis of measurements, proposal of design changes and analysis of the structure with regard to ICE and road excitations.
Investigating the vehicle dynamics of various bogie designs in rail vehicles using MBS.
Investigation and development of test plans for wheel-rail wear and damage simulations based on MBS and in-house developed Matlab tool.
Implementation and development of new functions in internal tools for wheel-rail wear and damage mechanisms.
Verification of simulation models based on field tests and test bench results.

Faculty of Mechanical Engineering and Naval Architecture, Zagreb

Industrie und Maschinenbau

250-500 Mitarbeiter

Senior Ingenieur

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