Optimal Placement and Sizing of Renewable Energy Sources in the IEEE 13-Bus Unbalanced Three-Phase Power Distribution System

Murat Çıkan

Makale detayları

Optimal Placement and Sizing of Renewable Energy Sources in the IEEE 13-Bus Unbalanced Three-Phase Power Distribution System

Yazarlar:

Murat Çıkan

Yayıncı:

Cukurova University

Ana Başlıklar:

Elektrik Tesisleri

Dergi:

Çukurova Üniversitesi Mühendislik Fakültesi Dergisi Vol.40 Issue 1, pp.89-98

Belge Tipi:

Makale

Yayın Tarihi:

3/2025

Belge Dili:

Türkçe

Document ID (Org No.):

2001343971

pISSN:

2757-9255

Anahtar kelimeler:

Özet:

 The optimal integration of distributed generation units into power distribution networks represents one of the most critical design challenges in contemporary energy systems, directly impacting system efficiency, performance, and power quality. This study presents an innovative approach for solving the optimal placement and sizing problem of different types of distributed power generation units. To test the proposed approach, three distinct distributed power generation units, Photovoltaic Panels PV, Type-1, Capacitor Bank Type-2, and Wind Turbine WT, Type-3, were employed on an IEEE-13 bus three-phase unbalanced distribution line. The study conducted analyses for three different scenarios, each comprising three different cases, utilizing the current Weighted Mean Optimization Algorithm WMOA during the optimization process. The analysis results demonstrate that the proposed method reduces active power losses by up to 85.75, significantly improves the voltage profile, and notably enhances the networks power quality and performance. These findings indicate that the proposed approach offers an effective solution for the integration of distributed generation units.

 The optimal integration of distributed generation units into power distribution networks represents one of the most critical design challenges in contemporary energy systems, directly impacting system efficiency, performance, and power quality. This study presents an innovative approach for solving the optimal placement and sizing problem of different types of distributed power generation units. To test the proposed approach, three distinct distributed power generation units, Photovoltaic Panels PV, Type-1, Capacitor Bank Type-2, and Wind Turbine WT, Type-3, were employed on an IEEE-13 bus three-phase unbalanced distribution line. The study conducted analyses for three different scenarios, each comprising three different cases, utilizing the current Weighted Mean Optimization Algorithm WMOA during the optimization process. The analysis results demonstrate that the proposed method reduces active power losses by up to 85.75, significantly improves the voltage profile, and notably enhances the networks power quality and performance. These findings indicate that the proposed approach offers an effective solution for the integration of distributed generation units.

 The optimal integration of distributed generation units into power distribution networks represents one of the most critical design challenges in contemporary energy systems, directly impacting system efficiency, performance, and power quality. This study presents an innovative approach for solving the optimal placement and sizing problem of different types of distributed power generation units. To test the proposed approach, three distinct distributed power generation units, Photovoltaic Panels PV, Type-1, Capacitor Bank Type-2, and Wind Turbine WT, Type-3, were employed on an IEEE-13 bus three-phase unbalanced distribution line. The study conducted analyses for three different scenarios, each comprising three different cases, utilizing the current Weighted Mean Optimization Algorithm WMOA during the optimization process. The analysis results demonstrate that the proposed method reduces active power losses by up to 85.75, significantly improves the voltage profile, and notably enhances the networks power quality and performance. These findings indicate that the proposed approach offers an effective solution for the integration of distributed generation units.

 Dağıtık üretim birimlerinin güç dağıtım ağlarına optimal entegrasyonu, günümüz enerji sistemlerinin karşılaştığı en kritik tasarım problemlerinden biri olup, sistem verimliliği, performansı ve güç kalitesi üzerinde doğrudan etkiye sahiptir. Bu çalışmada, farklı tipte dağıtık güç üretim birimlerinin optimal konumlandırma ve boyutlandırma probleminin çözümü için yeni bir yaklaşım önerilmektedir. Önerilen yaklaşımın test edilmesi için IEEE-13 baralı üç fazlı dengesiz dağıtım hattı üzerinde Fotovoltaik Paneller PV, Tip-1, Kapasitör Tank Tip-2 ve Rüzgâr Türbini WT-Tip-3 olmak üzere üç farklı dağıtık güç üretim birimi kullanılmıştır. Çalışmada, üç farklı senaryo ve her senaryoda üç farklı durum için analizler gerçekleştirilmiş olup, optimizasyon sürecinde güncel Ağırlıklı Ortalama Optimizasyon Algoritması AOOA kullanılmıştır. Yapılan analizler sonucunda, önerilen yöntemin aktif güç kayıplarını 85,75e kadar azalttığı, gerilim profilini önemli ölçüde iyileştirdiği ve şebekenin güç kalitesini ve performansını kayda değer şekilde artırdığı gözlemlenmiştir. Bu sonuçlar, önerilen yaklaşımın dağıtık üretim birimlerinin entegrasyonunda etkili bir çözüm sunduğunu göstermektedir.

Makale detayları

Optimal Placement and Sizing of Renewable Energy Sources in the IEEE 13-Bus Unbalanced Three-Phase Power Distribution System

Yazarlar:

Murat Çıkan

Yayıncı:

Cukurova University

Ana Başlıklar:

Elektrik Tesisleri

Dergi:

Çukurova Üniversitesi Mühendislik Fakültesi Dergisi Vol.40 Issue 1, pp.89-98

Belge Tipi:

Makale

Yayın Tarihi:

3/2025

Belge Dili:

Türkçe

Document ID (Org No.):

2001343971

pISSN:

2757-9255

Weighted average search algorithm

Unbalanced power distribution systems

Distributed generation units

Placement and sizing

Renewable energy sourcesAğırlıklı ortalama arama algoritması

Dengesiz güç dağıtım sistemleri

Dağıtık üretim birimleri

Konumlandırma ve boyutlandırma

Yenilenebilir enerji kaynakları

Sayı

Makale detayları

Yazarlar: Murat Çıkan

Yayıncı: Cukurova University

Ana Başlıklar: Elektrik Tesisleri

Dergi: Çukurova Üniversitesi Mühendislik Fakültesi Dergisi Vol.40 Issue 1, pp.89-98

Belge Tipi: Makale

Yayın Tarihi: 3/2025

Belge Dili: Türkçe

Document ID (Org No.): 2001343971

pISSN: 2757-9255

Sayı

Yazarlar:

Murat Çıkan

Yayıncı:

Cukurova University

Ana Başlıklar:

Elektrik Tesisleri

Dergi:

Çukurova Üniversitesi Mühendislik Fakültesi Dergisi Vol.40 Issue 1, pp.89-98

Belge Tipi:

Makale

Yayın Tarihi:

3/2025

Belge Dili:

Türkçe

Document ID (Org No.):

2001343971

pISSN:

2757-9255