Enhancing smart grid stability with the implementation of heuristic algorithms

Basit Öğe Kaydı
dc.contributor.authorAbdulqader, Qutada Jihad
dc.contributor.authorAbdulazeez, Mshhain Ghazi
dc.contributor.authorHamodat, Zaid
dc.date.accessioned2022-08-08T13:23:44Z
dc.date.available2022-08-08T13:23:44Z
dc.date.issued2022en_US
dc.departmentEnstitüler, Lisansüstü Eğitim Enstitüsü, Elektrik ve Bilgisayar Mühendisliği Ana Bilim Dalıen_US
dc.description.abstractThe smart grid, one of the most technologically advanced systems in existence today, is responsible for balancing supply and demand (DR). Residential customers have a significant influence on the overall operation of the conventional power system due to their high levels of energy consumption. HEM is a system designed to assist consumers in monitoring, regulating, and decreasing their energy use. With the use of HEM, appliances may be designed so that their consumption is changed to match the quantity of available supply. Recent advances in artificial intelligence have facilitated the attainment of these goals (AI). Heuristic approaches include optimization techniques such as wind-driven optimization (WDO), genomics optimization (GA), and binary particle swarm optimization (BPSO) (BPSO). Simulations are used to evaluate scheduling alternatives based on parameters such as cost, peak-to-average ratio (PAR), and an equally distributed power demand pattern throughout the system. Simulation results indicate that the WDO-based HEM outperforms both the BPSO and the GA algorithms.en_US
dc.identifier.citationAbdulqader, Q. J., Abdulazeez, M. G., Hamodat, Z. (2022). Enhancing smart grid stability with the implementation of heuristic algorithms. In 2022 International Congress on Human-Computer Interaction, Optimization and Robotic Applications (HORA), IEEE.en_US
dc.identifier.isbn9781665468350
dc.identifier.scopus2-s2.0-85133960543
dc.identifier.scopusqualityN/A
dc.identifier.urihttps://hdl.handle.net/20.500.12939/2813
dc.indekslendigikaynakScopus
dc.institutionauthorAbdulqader, Qutada Jihad
dc.institutionauthorAbdulazeez, Mshhain Ghazi
dc.institutionauthorHamodat, Zaid
dc.language.isoen
dc.publisherInstitute of Electrical and Electronics Engineers Inc.en_US
dc.relation.ispartofHORA 2022 - 4th International Congress on Human-Computer Interaction, Optimization and Robotic Applications, Proceedings
dc.relation.isversionof10.1109/HORA55278.2022.9799816en_US
dc.relation.publicationcategoryKonferans Öğesi - Ulusal - İdari Personel ve Öğrencien_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectDESen_US
dc.subjectEMSen_US
dc.subjectGAen_US
dc.subjectSmart Griden_US
dc.titleEnhancing smart grid stability with the implementation of heuristic algorithms
dc.typeConference Object

Dosyalar

Lisans paketi
Listeleniyor 1 - 1 / 1
[ X ]
Ä°sim:
license.txt
Boyut:
1.44 KB
Biçim:
Item-specific license agreed upon to submission
Açıklama:
Ä°ndir

Koleksiyon

Scopus İndeksli Yayınlar Koleksiyonu