APPLICATION OF ANT COLONY OPTIMIZATION (ACO) FOR DESIGNING A HYBRID SYSTEM

Alireza ASKARZADEH

doi:https://doi.org/10.24107/ijeas.251221

Makale detayları

APPLICATION OF ANT COLONY OPTIMIZATION (ACO) FOR DESIGNING A HYBRID SYSTEM

Yazarlar:

Alireza ASKARZADEH

Yayıncı:

Akdeniz University

Dergi:

International Journal of Engineering and Applied Sciences 2014 Vol.6 Issue 2, pp.52-63

Belge Tipi:

Makale

Yayın Tarihi:

5/2014

Belge Dili:

Türkçe

Document ID (Org No.):

2000459593

Sıklık:

Üç Aylık

eISSN:

1309-0267

DOI:

https://doi.org/10.24107/ijeas.251221

Özet:

 

Inspired by the behavior of ants seeking the shortest path between their nest and a food source, ant colony optimization (ACO) is the most popular technique to effectively solve combinatorial optimization problems. Combinatorial optimization is a branch of optimization which is concerned with the optimization of functions with discrete decision variables. Finding optimum size of a PV/wind/battery hybrid system belongs to combinatorial optimization problems with the aim of determining three discrete decision variables, namely, number of PV panels, wind turbines and batteries. This paper proposes ACO to optimally size a PV/wind/battery hybrid system for having a reliable system. In order to evaluate the effectiveness of the proposed methodology, ACO performance is compared with that of two other well-known metaheuristic algorithms, namely, harmony search (HS) and particle swarm optimization (PSO). It is observed that ACO yields more promising results than the other studied methodologies.

Makale detayları

APPLICATION OF ANT COLONY OPTIMIZATION (ACO) FOR DESIGNING A HYBRID SYSTEM

Yazarlar: Alireza ASKARZADEH

Yayıncı: Akdeniz University

Dergi: International Journal of Engineering and Applied Sciences 2014 Vol.6 Issue 2, pp.52-63

Belge Tipi: Makale

Yayın Tarihi: 5/2014

Belge Dili: Türkçe

Document ID (Org No.): 2000459593

Sıklık: Üç Aylık

eISSN: 1309-0267

DOI: https://doi.org/10.24107/ijeas.251221

Sayı

Yazarlar:

Alireza ASKARZADEH

Yayıncı:

Akdeniz University

Dergi:

International Journal of Engineering and Applied Sciences 2014 Vol.6 Issue 2, pp.52-63

Belge Tipi:

Makale

Yayın Tarihi:

5/2014

Belge Dili:

Türkçe

Document ID (Org No.):

2000459593

Sıklık:

Üç Aylık

eISSN:

1309-0267

DOI:

https://doi.org/10.24107/ijeas.251221