Solving Economic Load Dispatch problem with Multiple Fuels using Teaching Learning based Optimization and Salp Swarm Algorithm

Y Venkata Krishna REDDY; M Damodar REDDY

Makale detayları

Solving Economic Load Dispatch problem with Multiple Fuels using Teaching Learning based Optimization and Salp Swarm Algorithm

Yazarlar:

Y Venkata Krishna REDDY | M Damodar REDDY

Yayıncı:

Harun TAŞKIN

Ana Başlıklar:

Uygulamalı fizik

Dergi:

Journal of Intelligent Systems: Theory and Applications 2018 Vol.1 Issue 1, pp.5-15

Belge Tipi:

Makale

Yayın Tarihi:

8/2018

Belge Dili:

İngilizce

Document ID (Org No.):

2000654024

Sıklık:

İki Yıllık

eISSN:

2651-3927

Özet:

 


This paper bestows the implementation of bio-inspired algorithms like Teaching-learning Based Optimization (TLBO) and Salp Swarm Algorithm (SSA) for the solution of Economic Load Dispatch (ELD) problem with multiple set of fuels. To obtain the optimal solution, the proposed algorithms are validated on test system consists of ten thermal units with four different load demands.  Results have been obtained using SSA and TLBO and they are compared with the results of recently published methods. The study has been done without valve-point effect as well as with valve-point effect for four different load demands. Both the mentioned algorithms are described and presented in this paper. The optimization which has been done taking total fuel cost as the fitness function. The results are simulated for both the cases and analyzed and then presented in this paper. The results reveal the effectiveness and applicability of the proposed algorithms to ELD problem.

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Makale detayları

Solving Economic Load Dispatch problem with Multiple Fuels using Teaching Learning based Optimization and Salp Swarm Algorithm

Yazarlar: Y Venkata Krishna REDDY | M Damodar REDDY

Yayıncı: Harun TAŞKIN

Ana Başlıklar: Uygulamalı fizik

Dergi: Journal of Intelligent Systems: Theory and Applications 2018 Vol.1 Issue 1, pp.5-15

Belge Tipi: Makale

Yayın Tarihi: 8/2018

Belge Dili: İngilizce

Document ID (Org No.): 2000654024

Sıklık: İki Yıllık

eISSN: 2651-3927

Sayı

Yazarlar:

Y Venkata Krishna REDDY | M Damodar REDDY

Yayıncı:

Harun TAŞKIN

Ana Başlıklar:

Uygulamalı fizik

Dergi:

Journal of Intelligent Systems: Theory and Applications 2018 Vol.1 Issue 1, pp.5-15

Belge Tipi:

Makale

Yayın Tarihi:

8/2018

Belge Dili:

İngilizce

Document ID (Org No.):

2000654024

Sıklık:

İki Yıllık

eISSN:

2651-3927