Smart grid voltage control using AI based controllers
[ X ]
Tarih
2022
Yazarlar
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
Altınbaş Üniversitesi / Lisansüstü Eğitim Enstitüsü
Erişim Hakkı
info:eu-repo/semantics/closedAccess
Özet
Electrical micro-grids are, as the name suggests, small electrical networks compared to
conventional ones. They encompass the generation, distribution, and consumption of electricity
in a small area. These new electrical system structures integrate advanced devices for the
production and conversion of electrical energy, and incorporate modern and sophisticated
control, automation, and communication strategies In the context of this research, the microgrid
utilizes many power-generating sources but lacks a centralized controller or other kind of
communication system. A controller is required to regulate the actual power output and reactive
power output of several generations simultaneously. Both the actual and reactive power
generated by these two diesel generators are under control. Consequently, the resilience of the
Microgrid will be enhanced. In the case of a power outage, diesel generators will be utilized to
keep the lights on, while alternative energy sources will be used to charge the batteries. Due to
the absence of a clear link between the two generators, neural networks are an ideal tool for
addressing non-linear problems.
Açıklama
Anahtar Kelimeler
ANN, CNN, SG, DEG, MG
Kaynak
WoS Q Değeri
Scopus Q Değeri
Cilt
Sayı
Künye
Al-Khafaji, Mustafa Ahmed Mahdi. (2022). Smart grid voltage control using AI based controllers. (Yayınlanmamış yüksek lisans tezi). Altınbaş Üniversitesi, Lisansüstü Eğitim Enstitüsü, İstanbul.
