Algorithms to Model and Optimize a Stand-Alone Photovoltaic-Diesel-Battery System: An Application in Rural Libya

Küçük Resim Yok

Tarih

2021

Dergi Başlığı

Dergi ISSN

Cilt Başlığı

Yayıncı

Univ Osijek, Tech Fac

Erişim Hakkı

info:eu-repo/semantics/openAccess

Özet

This paper introduces a new optimum calculation technique for a stand-alone hybrid photovoltaic-diesel-battery system (PDBS), which meets the energy requirements of a small village in southern Libya. The bat algorithm design strategy is applied to reduce the annual cost of the system, taking into consideration the controlled electricity restriction and the optimal numbers of PV panels, diesel generators, and batteries. Comparative tests are performed using MATLAB for the bat algorithm with the grey wolf search algorithm and particle swarm optimization, demonstrating that the bat algorithm determines the optimum size of the PDBS effectively at a lower expense. Results then indicate that, taking into account the reliability characteristics, this has a significant effect on optimum capacity, load supply, and cost.

Açıklama

Anahtar Kelimeler

annual system cost, bat algorithm, grey wolf optimization algorithm, particle swarm optimization algorithm, photovoltaic-diesel-battery system

Kaynak

Tehnicki Vjesnik-Technical Gazette

WoS Q Değeri

Q4

Scopus Q Değeri

Q3

Cilt

28

Sayı

2

Künye