Human Occupant Motion in Pre-Crash Scenario

The high-fidelity results contain the motion of all points describing the occupant at certain points of time for several scenarios. In each scenario, the accelerations of the vehicle center of gravity act on the model.

The translational accelerations in x- and y-direction as well as the angular acceleration around the z-axis are considered. In addition to the occupants motion, the corresponding time vector and used vehicle acceleration are also part of the dataset. The surrogate model was created by combining dimensionality reduction using proper orthogonal decomposition along with a long short-term memory network for regression.