A Machine Learning-Based Approach for Quick Evaluation of Live Simulations in Embodiment Design

Author:

Sauer C.,Gerschütz B.,Bernsdorf J.,Schleich B.,Wartzack S.

Abstract

AbstractSupporting product developers in early design phases with Live-Simulation can enhance the quality of early product designs. Live-Simulation can also facilitate a democratization of simulation and puts away pressure from simulation experts. In this paper, a machine learning based quick evaluation tool is proposed to support product developers in interpreting Live-Simulation results. The proposed tool enables a quick evaluation of the Live-Simulation results and enables product developers to further enhance their simulations. The tool is shown within a use case in bike rocker switch design.

Publisher

Cambridge University Press (CUP)

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