Web Application for Simple System Identification from Experimental Data

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F70883521%3A28140%2F16%3A43875359" target="_blank" >RIV/70883521:28140/16:43875359 - isvavai.cz</a>

Výsledek na webu

<a href="http://dx.doi.org/10.1007/978-3-319-33389-2_22" target="_blank" >http://dx.doi.org/10.1007/978-3-319-33389-2_22</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.1007/978-3-319-33389-2_22" target="_blank" >10.1007/978-3-319-33389-2_22</a>

Jazyk výsledku

angličtina

Název v původním jazyce

Web Application for Simple System Identification from Experimental Data

Popis výsledku v původním jazyce

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.

Název v anglickém jazyce

Web Application for Simple System Identification from Experimental Data

Popis výsledku anglicky

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.

Druh

D - Stať ve sborníku

CEP obor

BC - Teorie a systémy řízení

OECD FORD obor

—

Projekt

—

Návaznosti

V - Vyzkumna aktivita podporovana z jinych verejnych zdroju

Rok uplatnění

2016

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název statě ve sborníku

Automation Control Theory Perspectives in Intelligent Systems: Proceedings of the 5th computer science on-line conference 2016. Vol. 3

ISBN

978-3-319-33387-8

ISSN

2194-5357

e-ISSN

—

Počet stran výsledku

10

Strana od-do

225-234

Název nakladatele

Springer-Verlag Berlin

Místo vydání

Heidelberg

Místo konání akce

on-line

Datum konání akce

27. 4. 2016

Typ akce podle státní příslušnosti

WRD - Celosvětová akce

Kód UT WoS článku

000385788100022