Decoupled polynomial nonlinear state space models of a Bouc-Wen hysteretic system

Alireza Fakhrizadeh Esfahani; Philippe Dreesen; Jean-Philippe Noel; Koen Tiels; Joannes Schoukens

Decoupled polynomial nonlinear state space models of a Bouc-Wen hysteretic system

Alireza Fakhrizadeh Esfahani, Philippe Dreesen, Jean-Philippe Noel, Koen Tiels, Joannes Schoukens

Onderzoeksoutput: Unpublished paper

Samenvatting

The benchmark data is generated from a Bouc-Wen model. A polynomial nonlinear state space (PNLSS) model is estimated. Then, by using canonical polyadic decomposition CPD), the number of parameters in the PNLSS model is reduced significantly. Many models of different orders are presented, so the user has freedom to make a compromise between flexibility and parsimony. The main goal of this study is looking on the behavior of all possible decoupled models for the Bouc-Wen hysteresis.

Originele taal-2	English
Pagina's	43
Aantal pagina's	1
Status	Published - 24 apr. 2017
Evenement	Workshop on Nonlinear System Identification Benchmarks 2017 - Vrije Universiteit Brussels, U-residence, Brussels, Belgium Duur: 24 apr. 2017 → 26 apr. 2017 http://homepages.vub.ac.be/~mschouke/FILES/BenchmarkWorkshop2017_Abstracts.pdf

Conference

Conference	Workshop on Nonlinear System Identification Benchmarks 2017
Land/Regio	Belgium
Stad	Brussels
Periode	24/04/17 → 26/04/17
Internet adres	http://homepages.vub.ac.be/~mschouke/FILES/BenchmarkWorkshop2017_Abstracts.pdf

Toegang tot document

http://homepages.vub.ac.be/~mschouke/FILES/BenchmarkWorkshop2017_Abstracts.pdf

Citeer dit

@conference{1fdbe7eba4df4d81888d07cbcc8feffc,

title = "Decoupled polynomial nonlinear state space models of a Bouc-Wen hysteretic system",

abstract = "The benchmark data is generated from a Bouc-Wen model. A polynomial nonlinear state space (PNLSS) model is estimated. Then, by using canonical polyadic decomposition CPD), the number of parameters in the PNLSS model is reduced significantly. Many models of different orders are presented, so the user has freedom to make a compromise between flexibility and parsimony. The main goal of this study is looking on the behavior of all possible decoupled models for the Bouc-Wen hysteresis.",

author = "{Fakhrizadeh Esfahani}, Alireza and Philippe Dreesen and Jean-Philippe Noel and Koen Tiels and Joannes Schoukens",

year = "2017",

month = apr,

day = "24",

language = "English",

pages = "43",

note = "Workshop on Nonlinear System Identification Benchmarks 2017 ; Conference date: 24-04-2017 Through 26-04-2017",

url = "http://homepages.vub.ac.be/~mschouke/FILES/BenchmarkWorkshop2017_Abstracts.pdf",

}

Fakhrizadeh Esfahani, A, Dreesen, P, Noel, J-P, Tiels, K & Schoukens, J 2017, 'Decoupled polynomial nonlinear state space models of a Bouc-Wen hysteretic system', Paper gepresenteerd op Workshop on Nonlinear System Identification Benchmarks 2017, Brussels, Belgium, 24/04/17 - 26/04/17 blz. 43. <http://homepages.vub.ac.be/~mschouke/FILES/BenchmarkWorkshop2017_Abstracts.pdf>

TY - CONF

T1 - Decoupled polynomial nonlinear state space models of a Bouc-Wen hysteretic system

AU - Fakhrizadeh Esfahani, Alireza

AU - Dreesen, Philippe

AU - Noel, Jean-Philippe

AU - Tiels, Koen

AU - Schoukens, Joannes

PY - 2017/4/24

Y1 - 2017/4/24

N2 - The benchmark data is generated from a Bouc-Wen model. A polynomial nonlinear state space (PNLSS) model is estimated. Then, by using canonical polyadic decomposition CPD), the number of parameters in the PNLSS model is reduced significantly. Many models of different orders are presented, so the user has freedom to make a compromise between flexibility and parsimony. The main goal of this study is looking on the behavior of all possible decoupled models for the Bouc-Wen hysteresis.

AB - The benchmark data is generated from a Bouc-Wen model. A polynomial nonlinear state space (PNLSS) model is estimated. Then, by using canonical polyadic decomposition CPD), the number of parameters in the PNLSS model is reduced significantly. Many models of different orders are presented, so the user has freedom to make a compromise between flexibility and parsimony. The main goal of this study is looking on the behavior of all possible decoupled models for the Bouc-Wen hysteresis.

M3 - Unpublished paper

SP - 43

T2 - Workshop on Nonlinear System Identification Benchmarks 2017

Y2 - 24 April 2017 through 26 April 2017

ER -

Decoupled polynomial nonlinear state space models of a Bouc-Wen hysteretic system

Samenvatting

Conference

Toegang tot document

Vingerafdruk

Citeer dit