An adaptive state feedback controller based on SVR for nonlinear systems

Kemal Ucak; Gulay Oke Gunel

doi:10.1109/CEIT.2018.8751888

An adaptive state feedback controller based on SVR for nonlinear systems

Kontrol ve Otomasyon Mühendisliği Bölümü

Mugla Sıtkı Kocman University

Araştırma sonucu: Kitap/Rapor/Konferans Bildirisinde Bölüm › Konferans katkısı › bilirkişi

2 Atıf (Scopus)

Özet

In this study, generalized self-tuning regulator (STR) based on support vector regression (SVR) which was previously introduced is deployed to design a state feedback controller so as to control a nonlinear bioreactor system. The parameters of the state feedback controller used in the controller block are adjusted via SVR based parameter estimator and system model blocks. The performance evaluation of the controller has been examined by simulations carried out on a nonlinear bioreactor system.

Orijinal dil	İngilizce
Ana bilgisayar yayını başlığı	2018 6th International Conference on Control Engineering and Information Technology, CEIT 2018
Editörler	Seref Naci Engin, Dogan Onur Arisoy, Muhammed Ali Oz
Yayınlayan	Institute of Electrical and Electronics Engineers Inc.
ISBN (Elektronik)	9781538676417
DOI'lar	https://doi.org/10.1109/CEIT.2018.8751888
Yayın durumu	Yayınlandı - Eki 2018
Etkinlik	6th International Conference on Control Engineering and Information Technology, CEIT 2018 - Istanbul, Türkiye Süre: 25 Eki 2018 → 27 Eki 2018

Yayın serisi

Adı	2018 6th International Conference on Control Engineering and Information Technology, CEIT 2018

???event.eventtypes.event.conference???

???event.eventtypes.event.conference???	6th International Conference on Control Engineering and Information Technology, CEIT 2018
Ülke/Bölge	Türkiye
Şehir	Istanbul
Periyot	25/10/18 → 27/10/18

Bibliyografik not

Publisher Copyright:
© 2018 IEEE.

Belgeye Erişim

10.1109/CEIT.2018.8751888

Diğer Dosyalar ve Linkler

Link to publication in Scopus

Alıntı Yap

Ucak, K., & Gunel, G. O. (2018). An adaptive state feedback controller based on SVR for nonlinear systems. In S. N. Engin, D. O. Arisoy, & M. A. Oz (Eds.), 2018 6th International Conference on Control Engineering and Information Technology, CEIT 2018 Makale 8751888 (2018 6th International Conference on Control Engineering and Information Technology, CEIT 2018). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/CEIT.2018.8751888

Ucak, Kemal ; Gunel, Gulay Oke. / An adaptive state feedback controller based on SVR for nonlinear systems. 2018 6th International Conference on Control Engineering and Information Technology, CEIT 2018. editör / Seref Naci Engin ; Dogan Onur Arisoy ; Muhammed Ali Oz. Institute of Electrical and Electronics Engineers Inc., 2018. (2018 6th International Conference on Control Engineering and Information Technology, CEIT 2018).

@inproceedings{293cc699f90e465f93199eebc81604b1,

title = "An adaptive state feedback controller based on SVR for nonlinear systems",

abstract = "In this study, generalized self-tuning regulator (STR) based on support vector regression (SVR) which was previously introduced is deployed to design a state feedback controller so as to control a nonlinear bioreactor system. The parameters of the state feedback controller used in the controller block are adjusted via SVR based parameter estimator and system model blocks. The performance evaluation of the controller has been examined by simulations carried out on a nonlinear bioreactor system.",

keywords = "Adaptive control, Adaptive state feedback controller, STR based on SVR, SVR",

author = "Kemal Ucak and Gunel, \{Gulay Oke\}",

note = "Publisher Copyright: {\textcopyright} 2018 IEEE.; 6th International Conference on Control Engineering and Information Technology, CEIT 2018 ; Conference date: 25-10-2018 Through 27-10-2018",

year = "2018",

month = oct,

doi = "10.1109/CEIT.2018.8751888",

language = "English",

series = "2018 6th International Conference on Control Engineering and Information Technology, CEIT 2018",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

editor = "Engin, \{Seref Naci\} and Arisoy, \{Dogan Onur\} and Oz, \{Muhammed Ali\}",

booktitle = "2018 6th International Conference on Control Engineering and Information Technology, CEIT 2018",

address = "United States",

}

Ucak, K & Gunel, GO 2018, An adaptive state feedback controller based on SVR for nonlinear systems. in SN Engin, DO Arisoy & MA Oz (eds), 2018 6th International Conference on Control Engineering and Information Technology, CEIT 2018., 8751888, 2018 6th International Conference on Control Engineering and Information Technology, CEIT 2018, Institute of Electrical and Electronics Engineers Inc., 6th International Conference on Control Engineering and Information Technology, CEIT 2018, Istanbul, Türkiye, 25/10/18. https://doi.org/10.1109/CEIT.2018.8751888

An adaptive state feedback controller based on SVR for nonlinear systems. / Ucak, Kemal ; Gunel, Gulay Oke.
2018 6th International Conference on Control Engineering and Information Technology, CEIT 2018. ed. / Seref Naci Engin; Dogan Onur Arisoy; Muhammed Ali Oz. Institute of Electrical and Electronics Engineers Inc., 2018. 8751888 (2018 6th International Conference on Control Engineering and Information Technology, CEIT 2018).

Araştırma sonucu: Kitap/Rapor/Konferans Bildirisinde Bölüm › Konferans katkısı › bilirkişi

TY - GEN

T1 - An adaptive state feedback controller based on SVR for nonlinear systems

AU - Ucak, Kemal

AU - Gunel, Gulay Oke

PY - 2018/10

Y1 - 2018/10

N2 - In this study, generalized self-tuning regulator (STR) based on support vector regression (SVR) which was previously introduced is deployed to design a state feedback controller so as to control a nonlinear bioreactor system. The parameters of the state feedback controller used in the controller block are adjusted via SVR based parameter estimator and system model blocks. The performance evaluation of the controller has been examined by simulations carried out on a nonlinear bioreactor system.

AB - In this study, generalized self-tuning regulator (STR) based on support vector regression (SVR) which was previously introduced is deployed to design a state feedback controller so as to control a nonlinear bioreactor system. The parameters of the state feedback controller used in the controller block are adjusted via SVR based parameter estimator and system model blocks. The performance evaluation of the controller has been examined by simulations carried out on a nonlinear bioreactor system.

KW - Adaptive control

KW - Adaptive state feedback controller

KW - STR based on SVR

KW - SVR

UR - https://www.scopus.com/pages/publications/85069184950

U2 - 10.1109/CEIT.2018.8751888

DO - 10.1109/CEIT.2018.8751888

M3 - Conference contribution

AN - SCOPUS:85069184950

T3 - 2018 6th International Conference on Control Engineering and Information Technology, CEIT 2018

BT - 2018 6th International Conference on Control Engineering and Information Technology, CEIT 2018

A2 - Engin, Seref Naci

A2 - Arisoy, Dogan Onur

A2 - Oz, Muhammed Ali

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 6th International Conference on Control Engineering and Information Technology, CEIT 2018

Y2 - 25 October 2018 through 27 October 2018

ER -

Ucak K , Gunel GO. An adaptive state feedback controller based on SVR for nonlinear systems. In Engin SN, Arisoy DO, Oz MA, editörler, 2018 6th International Conference on Control Engineering and Information Technology, CEIT 2018. Institute of Electrical and Electronics Engineers Inc. 2018. 8751888. (2018 6th International Conference on Control Engineering and Information Technology, CEIT 2018). doi: 10.1109/CEIT.2018.8751888

An adaptive state feedback controller based on SVR for nonlinear systems

Özet

Yayın serisi

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Bibliyografik not

Belgeye Erişim

Diğer Dosyalar ve Linkler

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