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Web application for simple system identification from experimental data

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dc.title Web application for simple system identification from experimental data en
dc.contributor.author Gazdoš, František
dc.contributor.author Mičola, Petr
dc.relation.ispartof Advances in Intelligent Systems and Computing
dc.identifier.issn 2194-5357 Scopus Sources, Sherpa/RoMEO, JCR
dc.identifier.isbn 978-3-319-33387-8
dc.identifier.isbn 978-3-319-33389-2
dc.date.issued 2016
utb.relation.volume 466
dc.citation.spage 225
dc.citation.epage 234
dc.event.title 5th Computer Science On-line Conference, CSOC 2016
dc.event.location Prague
utb.event.state-en Czech Republic
utb.event.state-cs Česká republika
dc.event.sdate 2016-04-27
dc.event.edate 2016-04-30
dc.type conferenceObject
dc.language.iso en
dc.publisher Springer Verlag
dc.identifier.doi 10.1007/978-3-319-33389-2_22
dc.relation.uri https://link.springer.com/chapter/10.1007/978-3-319-33389-2_22
dc.subject MATLAB en
dc.subject System identification en
dc.subject Web-application en
dc.description.abstract This paper presents a project for simple web-based system identification from experimental data. A user can upload input/output data from a process to be identified in three common file formats, the data can be filtered simply using two approaches and a structure of the identified model is user-controlled. The resultant discrete-time ARX model is obtained in a common form together with the possibility to assess quality of identification and to obtain also a continuous-time model. The developed application is built on the interconnection of the latest web technologies with the MATLAB computing system where the obtained results can be easily exported. The paper explains motivation for development of this site and gives also detailed description of the whole process including the Web—MATLAB interconnection. The results are presented using selected screen-shots of the application and discussed further. © Springer International Publishing Switzerland 2016. en
utb.faculty Faculty of Applied Informatics
dc.identifier.uri http://hdl.handle.net/10563/1006421
utb.identifier.obdid 43876100
utb.identifier.scopus 2-s2.0-84964792478
utb.identifier.wok 000385788100022
utb.source d-scopus
dc.date.accessioned 2016-07-26T14:58:29Z
dc.date.available 2016-07-26T14:58:29Z
utb.identifier.utb-sysno 87692
utb.contributor.internalauthor Gazdoš, František
utb.contributor.internalauthor Mičola, Petr
utb.fulltext.affiliation Frantisek Gazdos and Petr Micola F. Gazdos (&) P. Micola Faculty of Applied Informatics, Tomas Bata University in Zlin, Nam. T.G. Masaryka 5555, 760 01 Zlin, Czech Republic e-mail: gazdos@fai.utb.cz
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