An FMI-Based Tool for Robust Design of Dynamical Systems
Maria Henningsson, Johan Furunäs Åkesson, Hubertus Tummescheit · Linköping electronic conference proceedings · 2014
Concepts from quality sciences, such as robust design, six-sigma, and design-of-experiments have had a large impact on product development in industry.These concepts are increasingly used in a model-based engineering context where data is gathered from simulation models rather than laboratory setups or prototypes.This paper presents a framework to apply such ideas to analysis of dynamical systems.A set of tools that can be used for uncertainty analysis of dynamical Modelica models is presented.These tools are made available in the FMI Toolbox for MATLAB.The workflow and tools are demonstrated on a cooling loop design problem.