Input design and parameter estimation with open source tools

Research output: Contribution to journalConference articlepeer-review

1 Citation (Scopus)

Abstract

In this paper we present free tools for model-based optimal input design and parameter estimation. The discussed tool-chain is tailored for the needs of small-and medium sized companies. Its programming core is based on Scilab and the JModelica platform and features input design (DOE), optimal control problems (OCP), and parameter estimation. Finally, the entire tool-chain concept is tested via simulation of a cart and pendulum system.

Original languageEnglish
Pages (from-to)286-291
Number of pages6
JournalIFAC-PapersOnLine
Volume28
Issue number1
DOIs
Publication statusPublished - 1 Feb 2015
Event8th Vienna International Conference on Mathematical Modelling, MATHMOD 2015 - Vienna, Austria
Duration: 18 Feb 201520 Feb 2015

Keywords

  • Open source
  • Optimal experiment design
  • Optimal input design
  • Parameter estimation
  • Software tools

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