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Solution to an Implementation Issue for a Two-Step ARX Algorithm, with Application to the Czochralski Crystallization Process

Abstract

DSR E is a system identification algorithm for identification of linear time-invariant systems. DARX is a two-step ARX algorithm which approximates DSR E. The second step of DARX slightly differs from the standard ARX form. Apparently this prevents standard ARX software from being used, requiring a tailor-made implementation of ARX. This paper presents a rewriting of the second step of DARX. Applying this rewriting standard ARX software can be used also for the second step of DARX, simplifying the overall implementation of DARX. The rewriting is validated using timeseries logged at a real-life Czochralski crystallization process.

Category

Academic chapter/article/Conference paper

Language

English

Author(s)

  • Magnus Komperød
  • John Atle Bones
  • Bernt Lie

Affiliation

  • Østfold University College
  • Unknown
  • SINTEF
  • University of South-Eastern Norway

Year

2009

Publisher

Scandinavian Simulation Society

Book

Solution to an Implementation Issue for a Two-Step ARX Algorithm, with Application to the Czochralski Crystallization Process

Page(s)

333 - 340

View this publication at Cristin