Metaheuristic Algorithm Based Battery Charge Control Design in Solar Energy Systems

Abdullah Karabaş; Onur Ozdal Mengı; Kenan Yanmaz

Makale detayları

Metaheuristic Algorithm Based Battery Charge Control Design in Solar Energy Systems

Yazarlar:

Abdullah Karabaş | Onur Ozdal Mengı | Kenan Yanmaz

Yayıncı:

Giresun University

Ana Başlıklar:

Mühendislik

Dergi:

Karadeniz Fen Bilimleri Dergisi Vol.13 Issue 4, pp.1251-1283

Belge Tipi:

Makale

Yayın Tarihi:

12/2023

Belge Dili:

Türkçe

Document ID (Org No.):

2001305295

pISSN:

2564-7377

Anahtar kelimeler:

Özet:

 In renewable solar energy systems, it is extremely important and necessary to efficiently transfer the energy to be obtained from solar energy to the load in limited time periods and changing atmospheric conditions. In systems that cannot utilize solar energy at the maximum level, the number of Photovoltaic PV panels increases, efficiency decreases and costs increase. In this case, the maximum utilization of solar energy by the receivers depends on the maximum utilization of PV panels. Maximum Power Point Trackers MPPT should be used for this purpose. In this study, Perturb  Observe PO method, Incremental Conductance Method IC and Fractional Open-Circuit Voltage Method are used as MPPT techniques. In order to achieve a constant voltage on the load, a controller is proposed to control the charge and discharge of a lead acid battery whose parameters are calculated by metaheuristic algorithms such as Particle Swarm Optimization PSO algorithm and Coyote Optimization Algorithm COA.

 In renewable solar energy systems, it is extremely important and necessary to efficiently transfer the energy to be obtained from solar energy to the load in limited time periods and changing atmospheric conditions. In systems that cannot utilize solar energy at the maximum level, the number of Photovoltaic PV panels increases, efficiency decreases and costs increase. In this case, the maximum utilization of solar energy by the receivers depends on the maximum utilization of PV panels. Maximum Power Point Trackers MPPT should be used for this purpose. In this study, Perturb  Observe PO method, Incremental Conductance Method IC and Fractional Open-Circuit Voltage Method are used as MPPT techniques. In order to achieve a constant voltage on the load, a controller is proposed to control the charge and discharge of a lead acid battery whose parameters are calculated by metaheuristic algorithms such as Particle Swarm Optimization PSO algorithm and Coyote Optimization Algorithm COA.

 In renewable solar energy systems, it is extremely important and necessary to efficiently transfer the energy to be obtained from solar energy to the load in limited time periods and changing atmospheric conditions. In systems that cannot utilize solar energy at the maximum level, the number of Photovoltaic PV panels increases, efficiency decreases and costs increase. In this case, the maximum utilization of solar energy by the receivers depends on the maximum utilization of PV panels. Maximum Power Point Trackers MPPT should be used for this purpose. In this study, Perturb  Observe PO method, Incremental Conductance Method IC and Fractional Open-Circuit Voltage Method are used as MPPT techniques. In order to achieve a constant voltage on the load, a controller is proposed to control the charge and discharge of a lead acid battery whose parameters are calculated by metaheuristic algorithms such as Particle Swarm Optimization PSO algorithm and Coyote Optimization Algorithm COA.

 Yenilenebilir güneş enerji sistemlerinde, kısıtlı zaman diliminde ve değişen atmosferik şartlarda güneş enerjisinden elde edilecek enerjinin verimli şekilde yüke aktarılması son derece önemli ve gereklidir. Güneş enerjisinden maksimum seviyede yararlanamayan sistemlerde, Fotovoltaik PV panel sayısı artışı, verim düşüşü ve maliyet artışından bahsedilebilir. Bu durumda; güneş enerjisinden alıcıların maksimum seviyede yararlanabilmesi, PV panellerden en üst seviyede yararlanabilmeye bağlıdır. Bunun içinde Maksimum Güç Noktası İzleyiciler Maximum Power Point Tracker - MPPT kullanılmalıdır. Bu çalışmada MPPT tekniklerinden Değiştir - Gözle Perturb  Observe - PO yöntemi, Artan İletkenlik Yöntemi Incremental Conductance - IC ve Kısmi Açık-Devre Gerilim Yöntemi Fractional Open-Circuit Voltage kullanılmıştır. Yük üzerinde sabit bir gerilim elde edebilmek amacıyla kurşun asit bataryanın şarj ve deşarjını kontrol etmek için parametreleri Parçacık Sürüsü Optimizasyon Particle Swarm Optimization - PSO algoritması ve Çakal Optimizasyon Algoritması Coyote Optimization Algorithm - COA gibi metasezgisel algoritmalarla hesaplanmış kontrolör önerilmiştir.

Makale detayları

Metaheuristic Algorithm Based Battery Charge Control Design in Solar Energy Systems

Yazarlar:

Abdullah Karabaş | Onur Ozdal Mengı | Kenan Yanmaz

Yayıncı:

Giresun University

Ana Başlıklar:

Mühendislik

Dergi:

Karadeniz Fen Bilimleri Dergisi Vol.13 Issue 4, pp.1251-1283

Belge Tipi:

Makale

Yayın Tarihi:

12/2023

Belge Dili:

Türkçe

Document ID (Org No.):

2001305295

pISSN:

2564-7377

Solar energy systems

MPPT

PSO

COAGüneş Enerji Sistemleri

MPPT

PSO

COA

Sayı

Makale detayları

Yazarlar: Abdullah Karabaş | Onur Ozdal Mengı | Kenan Yanmaz

Yayıncı: Giresun University

Ana Başlıklar: Mühendislik

Dergi: Karadeniz Fen Bilimleri Dergisi Vol.13 Issue 4, pp.1251-1283

Belge Tipi: Makale

Yayın Tarihi: 12/2023

Belge Dili: Türkçe

Document ID (Org No.): 2001305295

pISSN: 2564-7377

Sayı

Yazarlar:

Abdullah Karabaş | Onur Ozdal Mengı | Kenan Yanmaz

Yayıncı:

Giresun University

Ana Başlıklar:

Mühendislik

Dergi:

Karadeniz Fen Bilimleri Dergisi Vol.13 Issue 4, pp.1251-1283

Belge Tipi:

Makale

Yayın Tarihi:

12/2023

Belge Dili:

Türkçe

Document ID (Org No.):

2001305295

pISSN:

2564-7377