Optimal control of biomechanical MBS-Digital Human Models for simulation in the virtual assembly planning

Third party funded individual grant


Project Details

Project leader:
Prof. Dr.-Ing. Sigrid Leyendecker

Project members:
Uday Phutane

Contributing FAU Organisations:
Chair of Applied Dynamics

Funding source: Industrie (Fraunhofer-Gesellschaft)
Acronym: MKS-Menschenmodelle
Start date: 01/11/2015
End date: 31/10/2018


Research Fields

biomechanics
Chair of Applied Dynamics
structure preserving simulation and optimal control
Chair of Applied Dynamics


Abstract (technical / expert description):

The goal of this project is to apply techniques of biomechanics and optimal control to generate realistic human-like motions of the DHM from generic working instructions like for example move a box from A to B. Such a model would enable the engineers to take into account physical workloads and reachability issues in virtual assembly planning.


The digital human is modeled as a biomechanical multibody system with muscles as actuators. The motions of the DHM for specific working instructions are predicted with the help of optimal control, where an objective function accounting for physiological quantities that are relevant for humans is minimized. This new approach enables the user to make quantitative statements about muscle forces and joint loads during assembly, which are important indicators for ergonomic assessment.


External Partners

Fraunhofer-Institut für Techno- und Wirtschaftsmathematik (ITWM) / Fraunhofer Institute for Industrial Mathematics


Publications

Björkenstam, S., Carlson, J.S., Linn, J., Leyendecker, S., & Lennartson, B. (2018). Inverse Dynamics for Discrete Geometric Mechanics of Multibody Systems with Application to Direct Optimal Control. Journal of Computational and Nonlinear Dynamics.
Björkenstam, S., Nyström, J., Carlson, J.S., Roller, M., Linn, J., Hanson, L.,... Leyendecker, S. (2017). A framework for motion planning of digital humans using discrete mechanics and optimal control. (pp. 64-71). Bonn, DE.
Phutane, U., Roller, M., Björkenstam, S., Linn, J., & Leyendecker, S. (2017). Kinematic validation of a human thumb model. In ECCOMAS Thematic Conference on Multibody Dynamics. Prag, CZ.
Roller, M., Björkenstam, S., Linn, J., & Leyendecker, S. (2017). Optimal control of a biomechanical multibody model for the dynamic simulation of working tasks. In ECCOMAS Thematic Conference on Multibody Dynamics. Prag, CZ.
Phutane, U. (2015). On the comparison of different muscle model dynamics using variational integrators (Master thesis).

Last updated on 2018-27-07 at 12:46