A graphical user interface application for continuous-time identification of dynamical system
This paper introduces a Graphical User Interface (GUI) application in system identification and parameter estimation of dynamic systems using Generalized Poisson Moment Functionals (GPMF) method based on Instrumental Variable (IV) algorithm. The GUI based on MATLAB consists of data preprocessing, pa...
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| Format: | Article |
| Language: | en |
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Penerbit UTM Press
2002
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| Online Access: | http://eprints.utm.my/1391/1/JT36D1.pdf http://eprints.utm.my/1391/ http://www.penerbit.utm.my/onlinejournal/36/D/JT36D1.pdf |
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| _version_ | 1845470461255745536 |
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| author | Rahmat, Mohd. Fua'ad Omar, Rosli Jamaluddin, Hishamuddin |
| author_facet | Rahmat, Mohd. Fua'ad Omar, Rosli Jamaluddin, Hishamuddin |
| author_sort | Rahmat, Mohd. Fua'ad |
| building | UTM Library |
| collection | Institutional Repository |
| content_provider | Universiti Teknologi Malaysia |
| content_source | UTM Institutional Repository |
| continent | Asia |
| country | Malaysia |
| description | This paper introduces a Graphical User Interface (GUI) application in system identification and parameter estimation of dynamic systems using Generalized Poisson Moment Functionals (GPMF) method based on Instrumental Variable (IV) algorithm. The GUI based on MATLAB consists of data preprocessing, parameter estimation, model validation and model simulation. A stepby-step instruction on how to use the GUI employed in the study is also presented. A validation process had been implemented using cross validation process. Simulation process based on the estimated mathematical model was performed to analyze the dynamic behaviors of the model. From the simulation results and analysis, it could be concluded that the model obtained using this GUI is reliable. |
| format | Article |
| id | my.utm.eprints-1391 |
| institution | Universiti Teknologi Malaysia |
| language | en |
| publishDate | 2002 |
| publisher | Penerbit UTM Press |
| record_format | eprints |
| spelling | my.utm.eprints-13912017-11-01T04:17:45Z http://eprints.utm.my/1391/ A graphical user interface application for continuous-time identification of dynamical system Rahmat, Mohd. Fua'ad Omar, Rosli Jamaluddin, Hishamuddin TJ Mechanical engineering and machinery This paper introduces a Graphical User Interface (GUI) application in system identification and parameter estimation of dynamic systems using Generalized Poisson Moment Functionals (GPMF) method based on Instrumental Variable (IV) algorithm. The GUI based on MATLAB consists of data preprocessing, parameter estimation, model validation and model simulation. A stepby-step instruction on how to use the GUI employed in the study is also presented. A validation process had been implemented using cross validation process. Simulation process based on the estimated mathematical model was performed to analyze the dynamic behaviors of the model. From the simulation results and analysis, it could be concluded that the model obtained using this GUI is reliable. Penerbit UTM Press 2002-06 Article PeerReviewed application/pdf en http://eprints.utm.my/1391/1/JT36D1.pdf Rahmat, Mohd. Fua'ad and Omar, Rosli and Jamaluddin, Hishamuddin (2002) A graphical user interface application for continuous-time identification of dynamical system. Jurnal Teknologi D (36D). pp. 1-22. ISSN 0127-9696 http://www.penerbit.utm.my/onlinejournal/36/D/JT36D1.pdf |
| spellingShingle | TJ Mechanical engineering and machinery Rahmat, Mohd. Fua'ad Omar, Rosli Jamaluddin, Hishamuddin A graphical user interface application for continuous-time identification of dynamical system |
| title | A graphical user interface application for continuous-time identification of dynamical system |
| title_full | A graphical user interface application for continuous-time identification of dynamical system |
| title_fullStr | A graphical user interface application for continuous-time identification of dynamical system |
| title_full_unstemmed | A graphical user interface application for continuous-time identification of dynamical system |
| title_short | A graphical user interface application for continuous-time identification of dynamical system |
| title_sort | graphical user interface application for continuous-time identification of dynamical system |
| topic | TJ Mechanical engineering and machinery |
| url | http://eprints.utm.my/1391/1/JT36D1.pdf http://eprints.utm.my/1391/ http://www.penerbit.utm.my/onlinejournal/36/D/JT36D1.pdf |
| url_provider | http://eprints.utm.my/ |