Conference article

A Modelica Library for Manual Tracking

James J. Potter
VTT Technical Research Centre of Finland, Espoo, Finland

Download articlehttp://dx.doi.org/10.3384/ecp15118329

Published in: Proceedings of the 11th International Modelica Conference, Versailles, France, September 21-23, 2015

Linköping Electronic Conference Proceedings 118:35, p. 329-337

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Published: 2015-09-18

ISBN: 978-91-7685-955-1

ISSN: 1650-3686 (print), 1650-3740 (online)

Abstract

Many systems require a human to perform real-time control. To simulate these systems, a dynamic model of the human’s control behavior is needed. The field of manual control has developed and validated such models, and their implementation in Modelica could support researchers of human-machine systems. This paper presents a Modelica library with models from the manual control literature. Python-based tools allow users to perform, in real time, the manual tracking tasks they design in Modelica. Parameter values in the manual controller models can be automatically tuned to either maximize tracking performance, or to match recorded control input from a user experiment.

Keywords

manual control parameter estimation; FMI; Python; OpenModelica; JModelica.org

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