Fuzzy PID type STR based on SVR for nonlinear systems

Kemal Uçak; Gülay Öke Günel

Fuzzy PID type STR 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

5 Atıf (Scopus)

Özet

In this study, generalized self-tuning regulator (STR) based on support vector regression (SVR) which was previously introduced [1] is deployed to control a continuously stirred tank reactor (CSTR) system. The parameters of the Fuzzy PI D controller utilized in the controller block are tuned via SVR based parameter estimator and system model blocks. The performance of the controller has been evaluated by simulations carried out on the CSTR system.

Orijinal dil	İngilizce
Ana bilgisayar yayını başlığı	2017 10th International Conference on Electrical and Electronics Engineering, ELECO 2017
Yayınlayan	Institute of Electrical and Electronics Engineers Inc.
Sayfalar	764-768
Sayfa sayısı	5
ISBN (Elektronik)	9786050107371
Yayın durumu	Yayınlandı - 2 Tem 2017
Etkinlik	10th International Conference on Electrical and Electronics Engineering, ELECO 2017 - Bursa, Turkey Süre: 29 Kas 2017 → 2 Ara 2017

Yayın serisi

Adı	2017 10th International Conference on Electrical and Electronics Engineering, ELECO 2017
Hacim	2018-January

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???event.eventtypes.event.conference???	10th International Conference on Electrical and Electronics Engineering, ELECO 2017
Ülke/Bölge	Turkey
Şehir	Bursa
Periyot	29/11/17 → 2/12/17

Bibliyografik not

Publisher Copyright:
© 2017 EMO (Turkish Chamber of Electrical Enginners).

Diğer Dosyalar ve Linkler

Link to publication in Scopus

Alıntı Yap

@inproceedings{d4be91a3893d43c19b360946420a568e,

title = "Fuzzy PID type STR 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 [1] is deployed to control a continuously stirred tank reactor (CSTR) system. The parameters of the Fuzzy PI D controller utilized in the controller block are tuned via SVR based parameter estimator and system model blocks. The performance of the controller has been evaluated by simulations carried out on the CSTR system.",

author = "Kemal U{\c c}ak and G{\"u}nel, \{G{\"u}lay {\"O}ke\}",

note = "Publisher Copyright: {\textcopyright} 2017 EMO (Turkish Chamber of Electrical Enginners).; 10th International Conference on Electrical and Electronics Engineering, ELECO 2017 ; Conference date: 29-11-2017 Through 02-12-2017",

year = "2017",

month = jul,

day = "2",

language = "English",

series = "2017 10th International Conference on Electrical and Electronics Engineering, ELECO 2017",

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

pages = "764--768",

booktitle = "2017 10th International Conference on Electrical and Electronics Engineering, ELECO 2017",

address = "United States",

}

Uçak, K & Günel, GÖ 2017, Fuzzy PID type STR based on SVR for nonlinear systems. in 2017 10th International Conference on Electrical and Electronics Engineering, ELECO 2017. 2017 10th International Conference on Electrical and Electronics Engineering, ELECO 2017, hac. 2018-January, Institute of Electrical and Electronics Engineers Inc., pp. 764-768, 10th International Conference on Electrical and Electronics Engineering, ELECO 2017, Bursa, Turkey, 29/11/17.

Fuzzy PID type STR based on SVR for nonlinear systems. / Uçak, Kemal ; Günel, Gülay Öke.
2017 10th International Conference on Electrical and Electronics Engineering, ELECO 2017. Institute of Electrical and Electronics Engineers Inc., 2017. p. 764-768 (2017 10th International Conference on Electrical and Electronics Engineering, ELECO 2017; Hac. 2018-January).

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

TY - GEN

T1 - Fuzzy PID type STR based on SVR for nonlinear systems

AU - Uçak, Kemal

AU - Günel, Gülay Öke

PY - 2017/7/2

Y1 - 2017/7/2

N2 - In this study, generalized self-tuning regulator (STR) based on support vector regression (SVR) which was previously introduced [1] is deployed to control a continuously stirred tank reactor (CSTR) system. The parameters of the Fuzzy PI D controller utilized in the controller block are tuned via SVR based parameter estimator and system model blocks. The performance of the controller has been evaluated by simulations carried out on the CSTR system.

AB - In this study, generalized self-tuning regulator (STR) based on support vector regression (SVR) which was previously introduced [1] is deployed to control a continuously stirred tank reactor (CSTR) system. The parameters of the Fuzzy PI D controller utilized in the controller block are tuned via SVR based parameter estimator and system model blocks. The performance of the controller has been evaluated by simulations carried out on the CSTR system.

UR - https://www.scopus.com/pages/publications/85046294696

M3 - Conference contribution

AN - SCOPUS:85046294696

T3 - 2017 10th International Conference on Electrical and Electronics Engineering, ELECO 2017

SP - 764

EP - 768

BT - 2017 10th International Conference on Electrical and Electronics Engineering, ELECO 2017

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 10th International Conference on Electrical and Electronics Engineering, ELECO 2017

Y2 - 29 November 2017 through 2 December 2017

ER -

Fuzzy PID type STR based on SVR for nonlinear systems

Özet

Yayın serisi

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

Bibliyografik not

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