A fuzzy logic controller application for thermal power plants

Ilhan Kocaarslan; Ertuǧrul Çam; Hasan Tiryaki

doi:10.1016/j.enconman.2005.05.010

A fuzzy logic controller application for thermal power plants

Ilhan Kocaarslan^*
, Ertuǧrul Çam
, Hasan Tiryaki

^*Bu çalışma için yazışmadan sorumlu yazar

Kirikkale University

Araştırma sonucu: Dergiye katkı › Makale › bilirkişi

49 Atıf (Scopus)

Özet

This study presents a fuzzy logic based control technique to regulate the power and enthalpy outputs in a boiler of a 765 MW coal fired thermal power plant. An approximate mathematical model of the thermal power plant was developed by using real time data on Computer Aided Design and Control (CADACS) software. Conventional proportional, integral and derivative (PID), fuzzy logic (FL) and fuzzy gain scheduled proportional and integral (FGPI) controllers have been applied to the power plant model. The simulation results show that the FGPI controller developed in this study performs better than the rest of the controllers on the settling time and overshoot of power and enthalpy outputs.

Orijinal dil	İngilizce
Sayfa (başlangıç-bitiş)	442-458
Sayfa sayısı	17
Dergi	Energy Conversion and Management
Hacim	47
Basın numarası	4
DOI'lar	https://doi.org/10.1016/j.enconman.2005.05.010
Yayın durumu	Yayınlandı - Mar 2006
Harici olarak yayınlandı	Evet

Belgeye Erişim

10.1016/j.enconman.2005.05.010

Diğer Dosyalar ve Linkler

Link to publication in Scopus

Alıntı Yap

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title = "A fuzzy logic controller application for thermal power plants",

abstract = "This study presents a fuzzy logic based control technique to regulate the power and enthalpy outputs in a boiler of a 765 MW coal fired thermal power plant. An approximate mathematical model of the thermal power plant was developed by using real time data on Computer Aided Design and Control (CADACS) software. Conventional proportional, integral and derivative (PID), fuzzy logic (FL) and fuzzy gain scheduled proportional and integral (FGPI) controllers have been applied to the power plant model. The simulation results show that the FGPI controller developed in this study performs better than the rest of the controllers on the settling time and overshoot of power and enthalpy outputs.",

keywords = "FGPI controller, Fuzzy controller, Modeling, PID controller, Thermal power plant",

author = "Ilhan Kocaarslan and Ertuǧrul {\c C}am and Hasan Tiryaki",

year = "2006",

month = mar,

doi = "10.1016/j.enconman.2005.05.010",

language = "English",

volume = "47",

pages = "442--458",

journal = "Energy Conversion and Management",

issn = "0196-8904",

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TY - JOUR

T1 - A fuzzy logic controller application for thermal power plants

AU - Kocaarslan, Ilhan

AU - Çam, Ertuǧrul

AU - Tiryaki, Hasan

PY - 2006/3

Y1 - 2006/3

N2 - This study presents a fuzzy logic based control technique to regulate the power and enthalpy outputs in a boiler of a 765 MW coal fired thermal power plant. An approximate mathematical model of the thermal power plant was developed by using real time data on Computer Aided Design and Control (CADACS) software. Conventional proportional, integral and derivative (PID), fuzzy logic (FL) and fuzzy gain scheduled proportional and integral (FGPI) controllers have been applied to the power plant model. The simulation results show that the FGPI controller developed in this study performs better than the rest of the controllers on the settling time and overshoot of power and enthalpy outputs.

AB - This study presents a fuzzy logic based control technique to regulate the power and enthalpy outputs in a boiler of a 765 MW coal fired thermal power plant. An approximate mathematical model of the thermal power plant was developed by using real time data on Computer Aided Design and Control (CADACS) software. Conventional proportional, integral and derivative (PID), fuzzy logic (FL) and fuzzy gain scheduled proportional and integral (FGPI) controllers have been applied to the power plant model. The simulation results show that the FGPI controller developed in this study performs better than the rest of the controllers on the settling time and overshoot of power and enthalpy outputs.

KW - FGPI controller

KW - Fuzzy controller

KW - Modeling

KW - PID controller

KW - Thermal power plant

UR - https://www.scopus.com/pages/publications/27644537220

U2 - 10.1016/j.enconman.2005.05.010

DO - 10.1016/j.enconman.2005.05.010

M3 - Article

AN - SCOPUS:27644537220

SN - 0196-8904

VL - 47

SP - 442

EP - 458

JO - Energy Conversion and Management

JF - Energy Conversion and Management

IS - 4

ER -

A fuzzy logic controller application for thermal power plants

Özet

Belgeye Erişim

Diğer Dosyalar ve Linkler

Parmak izi

Alıntı Yap