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114890

LPVIOID- A LPV IDENTIFICATION TOOLBOX FOR MATLAB: RECENT AND NOVEL TECHNIQUES

Article

Last updated: 26 Dec 2024

OverviewSimilar Items

Subjects

-

Tags

Electrical Engineering, Computer Engineering and Electrical power and machines engineering.

Abstract

In this paper a system identification toolbox for MATLAB is introduced, including a user friendly graphical user interface. The toolbox is appropriate for the identification of systems in discrete-time linear parameter varying (LPV) form. Using LPVIOID1 it is possible to identify input-output models in open-loop and closed-loop settings based on experimental data. It comprises several recent LPV identification techniques. Furthermore, a novel method for identifying unstable plants in closed-loop is proposed. The toolbox is equipped with several tools for model validation. Examples for illustration are included.

DOI

10.21608/jesaun.2013.114890

Keywords

Linear parameter varying systems, system identification, non-linear modelling

Authors

First Name

Mustafa

Last Name

Rabeei

MiddleName

-

Affiliation

Electrical Engineering Department, Assiut University, Assiut, Egypt.

Email

eng.mustafa.rabeay@gmail.com

City

-

Orcid

-

First Name

Hossam S.

Last Name

Abbas

MiddleName

-

Affiliation

Electrical Engineering Department, Assiut University, Assiut, Egypt.

Email

-

City

-

Orcid

-

First Name

Mohamed M.

Last Name

Hassan

MiddleName

-

Affiliation

Electrical Engineering Department, Assiut University, Assiut, Egypt.

Email

-

City

-

Orcid

-

Volume

41

Article Issue

No 4

Related Issue

16867

Issue Date

2013-07-01

Receive Date

2013-05-19

Publish Date

2013-07-01

Page Start

1,637

Page End

1,659

Print ISSN

1687-0530

Online ISSN

2356-8550

Article File

JESAUN_Volume 41_Issue No 4_Pages 1637-1659.pdf

PDF . 426.0kB

Link

https://jesaun.journals.ekb.eg/article_114890.html

Detail API

https://jesaun.journals.ekb.eg/service?article_code=114890

Order

17

Type

Research Paper

Type Code

1,438

Publication Type

Journal

Publication Title

JES. Journal of Engineering Sciences

Publication Link

https://jesaun.journals.ekb.eg/

MainTitle

LPVIOID- A LPV IDENTIFICATION TOOLBOX FOR MATLAB: RECENT AND NOVEL TECHNIQUES

Details

Type

Article

Created At

23 Jan 2023