Dynamic economic dispatch with valve point effect by using GA and PSO Algorithm

Mikail Purlu; Belgin Emre Turkay

doi:10.1109/CEIT.2018.8751770

Dynamic economic dispatch with valve point effect by using GA and PSO Algorithm

Mikail Purlu, Belgin Emre Turkay

Elektrik Mühendisliği Bölümü

Istanbul Technical University

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

6 Atıf (Scopus)

Özet

This paper presents Genetic Algorithm (GA) and Particle Swarm Optimization (PSO) technique to solve dynamic economic dispatch (DED) problem. The main purpose of DED is to minimize total cost of generation power to take care of the various load demand in each hour. DED problem solution also must provide individual inequality and equality constraints at the same time. The algorithms have been applied to two test system, taking into account transmission losses. The first of the selected systems is 3 unit test system and the second is 10 unit system considering the valve point effect. Simulation results applied on the test systems show that the two algorithms obtained optimal and reliable results compared to the other methods used in the literature.

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.2018.8751770
Yayın durumu	Yayınlandı - Eki 2018
Etkinlik	6th International Conference on Control Engineering and Information Technology, CEIT 2018 - Istanbul, Turkey 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	Turkey
Şehir	Istanbul
Periyot	25/10/18 → 27/10/18

Bibliyografik not

Publisher Copyright:
© 2018 IEEE.

Belgeye Erişim

10.1109/CEIT.2018.8751770

Diğer Dosyalar ve Linkler

Link to publication in Scopus

Alıntı Yap

Purlu, M., & Turkay, B. E. (2018). Dynamic economic dispatch with valve point effect by using GA and PSO Algorithm. In S. N. Engin, D. O. Arisoy, & M. A. Oz (Eds.), 2018 6th International Conference on Control Engineering and Information Technology, CEIT 2018 Makale 8751770 (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.2018.8751770

Purlu, Mikail ; Turkay, Belgin Emre. / Dynamic economic dispatch with valve point effect by using GA and PSO Algorithm. 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).

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title = "Dynamic economic dispatch with valve point effect by using GA and PSO Algorithm",

abstract = "This paper presents Genetic Algorithm (GA) and Particle Swarm Optimization (PSO) technique to solve dynamic economic dispatch (DED) problem. The main purpose of DED is to minimize total cost of generation power to take care of the various load demand in each hour. DED problem solution also must provide individual inequality and equality constraints at the same time. The algorithms have been applied to two test system, taking into account transmission losses. The first of the selected systems is 3 unit test system and the second is 10 unit system considering the valve point effect. Simulation results applied on the test systems show that the two algorithms obtained optimal and reliable results compared to the other methods used in the literature.",

keywords = "Dynamic economic dispatch, Genetic algorithm, Particle swarm optimization, Valve point effect",

author = "Mikail Purlu and Turkay, {Belgin Emre}",

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.2018.8751770",

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",

}

Purlu, M & Turkay, BE 2018, Dynamic economic dispatch with valve point effect by using GA and PSO Algorithm. in SN Engin, DO Arisoy & MA Oz (eds), 2018 6th International Conference on Control Engineering and Information Technology, CEIT 2018., 8751770, 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, Turkey, 25/10/18. https://doi.org/10.1109/CEIT.2018.8751770

Dynamic economic dispatch with valve point effect by using GA and PSO Algorithm. / Purlu, Mikail; Turkay, Belgin Emre.
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. 8751770 (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 - Dynamic economic dispatch with valve point effect by using GA and PSO Algorithm

AU - Purlu, Mikail

AU - Turkay, Belgin Emre

PY - 2018/10

Y1 - 2018/10

N2 - This paper presents Genetic Algorithm (GA) and Particle Swarm Optimization (PSO) technique to solve dynamic economic dispatch (DED) problem. The main purpose of DED is to minimize total cost of generation power to take care of the various load demand in each hour. DED problem solution also must provide individual inequality and equality constraints at the same time. The algorithms have been applied to two test system, taking into account transmission losses. The first of the selected systems is 3 unit test system and the second is 10 unit system considering the valve point effect. Simulation results applied on the test systems show that the two algorithms obtained optimal and reliable results compared to the other methods used in the literature.

AB - This paper presents Genetic Algorithm (GA) and Particle Swarm Optimization (PSO) technique to solve dynamic economic dispatch (DED) problem. The main purpose of DED is to minimize total cost of generation power to take care of the various load demand in each hour. DED problem solution also must provide individual inequality and equality constraints at the same time. The algorithms have been applied to two test system, taking into account transmission losses. The first of the selected systems is 3 unit test system and the second is 10 unit system considering the valve point effect. Simulation results applied on the test systems show that the two algorithms obtained optimal and reliable results compared to the other methods used in the literature.

KW - Dynamic economic dispatch

KW - Genetic algorithm

KW - Particle swarm optimization

KW - Valve point effect

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U2 - 10.1109/CEIT.2018.8751770

DO - 10.1109/CEIT.2018.8751770

M3 - Conference contribution

AN - SCOPUS:85069151961

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 -

Purlu M, Turkay BE. Dynamic economic dispatch with valve point effect by using GA and PSO Algorithm. 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. 8751770. (2018 6th International Conference on Control Engineering and Information Technology, CEIT 2018). doi: 10.1109/CEIT.2018.8751770

Dynamic economic dispatch with valve point effect by using GA and PSO Algorithm

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