Smart grid voltage control using AI based controllers

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dc.contributor.advisorKurnaz Türkben, Ayça
dc.contributor.authorAl-Khafaji, Mustafa Ahmed Mahdi
dc.date.accessioned2023-09-07T07:06:03Z
dc.date.available2023-09-07T07:06:03Z
dc.date.issued2022en_US
dc.date.submitted2022
dc.departmentEnstitüler, Lisansüstü Eğitim Enstitüsü, Bilişim Teknolojileri Ana Bilim Dalıen_US
dc.description.abstractElectrical 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.en_US
dc.identifier.citationAl-Khafaji, Mustafa Ahmed Mahdi. (2022). Smart grid voltage control using AI based controllers. (Yayınlanmamış yüksek lisans tezi). Altınbaş Üniversitesi, Lisansüstü Eğitim Enstitüsü, İstanbul.en_US
dc.identifier.urihttps://hdl.handle.net/20.500.12939/3844
dc.identifier.yoktezid796698
dc.institutionauthorAl-Khafaji, Mustafa Ahmed Mahdi
dc.language.isoen
dc.publisherAltınbaş Üniversitesi / Lisansüstü Eğitim Enstitüsüen_US
dc.relation.publicationcategoryTezen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectANNen_US
dc.subjectCNNen_US
dc.subjectSGen_US
dc.subjectDEGen_US
dc.subjectMGen_US
dc.titleSmart grid voltage control using AI based controllers
dc.typeMaster Thesis

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