Improvements in stable inversion of NARX models by using Mann iteration

dc.contributor.authorEksteen, J.J.A.
dc.contributor.authorHeyns, P.S. (Philippus Stephanus)
dc.contributor.emailjan.eksteen@up.ac.zaen_ZA
dc.date.accessioned2015-11-02T10:41:02Z
dc.date.issued2016
dc.description.abstractThe use of Mann iteration in the stable inversion of NARX models that have been converted to state space form is investigated to either recover the convergence or improve the accuracy of the best approximate solution under conditions when Picard iteration fails to converge. Attention is given to the use of filtering and time-varying iteration gains. The results are potentially of use in response reconstruction for fatigue testing purposes where the inverse of a NARX model, obtained by system identification, may be used to achieve the reconstruction.en_ZA
dc.description.embargo2016-06-30
dc.description.librarianhb2015en_ZA
dc.description.urihttp://www.tandfonline.com/loi/gipe20en_ZA
dc.identifier.citationJ.J.A. Eksteen & P.S. Heyns (2016) Improvements in stable inversion of NARX models by using Mann iteration, Inverse Problems in Science and Engineering, 24:4, 667-691, DOI: 10.1080/17415977.2015.1055262.en_ZA
dc.identifier.issn1741-5977 (print)
dc.identifier.issn1741-5985 (online)
dc.identifier.other10.1080/17415977.2015.1055262
dc.identifier.urihttp://hdl.handle.net/2263/50309
dc.language.isoenen_ZA
dc.publisherTaylor and Francisen_ZA
dc.rights© 2015 Taylor & Francis.This is an electronic version of an article published in Inverse Problems in Science and Engineering, vol. 24, no. 4, pp. 667-691, 2016. doi : 10.1080/17415977.2015.1055262. Inverse Problems in Science and Engineering is available online at : http://www.tandfonline.com/loi/gipe20.en_ZA
dc.subjectStable inversionen_ZA
dc.subjectPicard iterationen_ZA
dc.subjectMann iterationen_ZA
dc.subjectIshikawa iterationen_ZA
dc.subjectIterative learning controlen_ZA
dc.subjectNARX modelsen_ZA
dc.subjectDiscrete timeen_ZA
dc.subjectNonlinearen_ZA
dc.subjectResponse reconstructionen_ZA
dc.subjectFatigue testingen_ZA
dc.subject.otherEngineering, built environment and information technology articles SDG-09
dc.subject.otherSDG-09: Industry, innovation and infrastructure
dc.titleImprovements in stable inversion of NARX models by using Mann iterationen_ZA
dc.typePostprint Articleen_ZA

Files

Original bundle

Now showing 1 - 1 of 1
Thumbnail Image
Name:
Eksteen_Improvements_2015.pdf
Size:
210.41 KB
Format:
Adobe Portable Document Format
Description:
Postprint Article
Download

License bundle

Now showing 1 - 1 of 1
Thumbnail Image
Name:
license.txt
Size:
1.71 KB
Format:
Item-specific license agreed upon to submission
Description:
Download

Collections

Research Articles (Mechanical and Aeronautical Engineering)
Research Articles (University of Pretoria)
Simple item page