The investigation of environmental/economic dispatch using a genetic algorithm

A. Demirören; H. L. Zeynelgil

The investigation of environmental/economic dispatch using a genetic algorithm

A. Demirören^*, H. L. Zeynelgil

^*Bu çalışma için yazışmadan sorumlu yazar

Elektrik Mühendisliği Bölümü

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

Özet

This paper presents an investigation of environmental and economic dispatch problem considering a power plant composed of six generators with transmission losses using Genetic algorithm (GA). In optimisation, GAs have some well-known advantages and disadvantages. The various methods were applied as economic dispatch problem with transmission capacity constraints in literature. In this study, a similar investigation for environmental emission (NO_X) and economic dispatch is considered and investigated using Continuous Parameter Genetic Algorithm, which is know to be superior for real numbers compared to simple GA. Although the computing time of GA is larger than other method, global minimum for environmental and economic dispatch problem is obtained.

Orijinal dil	İngilizce
Ana bilgisayar yayını başlığı	IASTED International Conference on Modelling Identification and Control
Editörler	M.H. Hamza, M.H. Hamza
Sayfalar	250-255
Sayfa sayısı	6
Yayın durumu	Yayınlandı - 2003
Etkinlik	22nd International Conference on Modelling Identification and Control - Innsbruck, Austria Süre: 10 Şub 2003 → 13 Şub 2003

Yayın serisi

Adı	IASTED International Conference on Modelling Identification and Control

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???event.eventtypes.event.conference???	22nd International Conference on Modelling Identification and Control
Ülke/Bölge	Austria
Şehir	Innsbruck
Periyot	10/02/03 → 13/02/03

BM SKH

Bu sonuç, aşağıdaki Sürdürülebilir Kalkınma Hedefine/Hedeflerine katkıda bulunur

Diğer Dosyalar ve Linkler

Link to publication in Scopus

Alıntı Yap

@inproceedings{77c3a3ef3053402a9f83c105728d20b9,

title = "The investigation of environmental/economic dispatch using a genetic algorithm",

abstract = "This paper presents an investigation of environmental and economic dispatch problem considering a power plant composed of six generators with transmission losses using Genetic algorithm (GA). In optimisation, GAs have some well-known advantages and disadvantages. The various methods were applied as economic dispatch problem with transmission capacity constraints in literature. In this study, a similar investigation for environmental emission (NOX) and economic dispatch is considered and investigated using Continuous Parameter Genetic Algorithm, which is know to be superior for real numbers compared to simple GA. Although the computing time of GA is larger than other method, global minimum for environmental and economic dispatch problem is obtained.",

keywords = "Continuous parameter genetic algorithm, Environmental/economic dispatch",

author = "A. Demir{\"o}ren and Zeynelgil, {H. L.}",

year = "2003",

language = "English",

isbn = "0889863393",

series = "IASTED International Conference on Modelling Identification and Control",

pages = "250--255",

editor = "M.H. Hamza and M.H. Hamza",

booktitle = "IASTED International Conference on Modelling Identification and Control",

note = "22nd International Conference on Modelling Identification and Control ; Conference date: 10-02-2003 Through 13-02-2003",

}

Demirören, A & Zeynelgil, HL 2003, The investigation of environmental/economic dispatch using a genetic algorithm. in MH Hamza & MH Hamza (eds), IASTED International Conference on Modelling Identification and Control. IASTED International Conference on Modelling Identification and Control, pp. 250-255, 22nd International Conference on Modelling Identification and Control, Innsbruck, Austria, 10/02/03.

The investigation of environmental/economic dispatch using a genetic algorithm. / Demirören, A.; Zeynelgil, H. L.
IASTED International Conference on Modelling Identification and Control. ed. / M.H. Hamza; M.H. Hamza. 2003. p. 250-255 (IASTED International Conference on Modelling Identification and Control).

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

TY - GEN

T1 - The investigation of environmental/economic dispatch using a genetic algorithm

AU - Demirören, A.

AU - Zeynelgil, H. L.

PY - 2003

Y1 - 2003

N2 - This paper presents an investigation of environmental and economic dispatch problem considering a power plant composed of six generators with transmission losses using Genetic algorithm (GA). In optimisation, GAs have some well-known advantages and disadvantages. The various methods were applied as economic dispatch problem with transmission capacity constraints in literature. In this study, a similar investigation for environmental emission (NOX) and economic dispatch is considered and investigated using Continuous Parameter Genetic Algorithm, which is know to be superior for real numbers compared to simple GA. Although the computing time of GA is larger than other method, global minimum for environmental and economic dispatch problem is obtained.

AB - This paper presents an investigation of environmental and economic dispatch problem considering a power plant composed of six generators with transmission losses using Genetic algorithm (GA). In optimisation, GAs have some well-known advantages and disadvantages. The various methods were applied as economic dispatch problem with transmission capacity constraints in literature. In this study, a similar investigation for environmental emission (NOX) and economic dispatch is considered and investigated using Continuous Parameter Genetic Algorithm, which is know to be superior for real numbers compared to simple GA. Although the computing time of GA is larger than other method, global minimum for environmental and economic dispatch problem is obtained.

KW - Continuous parameter genetic algorithm

KW - Environmental/economic dispatch

UR - http://www.scopus.com/inward/record.url?scp=1542288089&partnerID=8YFLogxK

M3 - Conference contribution

AN - SCOPUS:1542288089

SN - 0889863393

T3 - IASTED International Conference on Modelling Identification and Control

SP - 250

EP - 255

BT - IASTED International Conference on Modelling Identification and Control

A2 - Hamza, M.H.

T2 - 22nd International Conference on Modelling Identification and Control

Y2 - 10 February 2003 through 13 February 2003

ER -

The investigation of environmental/economic dispatch using a genetic algorithm

Özet

Yayın serisi

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

BM SKH

Diğer Dosyalar ve Linkler

Parmak izi

Alıntı Yap