Improvement of solar energy efficiency using solar tracking and artificial intelligence

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dc.contributor.authorAlwakeel, Hussein Mohammed Ali Hammood
dc.contributor.authorAbed, Qader Farhan Abed
dc.contributor.authorHamodat, Zaid
dc.date.accessioned2022-12-27T16:46:57Z
dc.date.available2022-12-27T16:46:57Z
dc.date.issued2022en_US
dc.departmentEnstitüler, Lisansüstü Eğitim Enstitüsü, Elektrik ve Bilgisayar Mühendisliği Ana Bilim Dalıen_US
dc.description.abstractNumerous kinds of solar producing devices, such as concentrators and flat-plate arrays, need that the sun be followed in order to function. The experimental technique used to model the process that must be handled or the plant with unknown characteristics is an essential part of process identification. This article aims to find and simulate a two-Axis solar tracking system utilizing artificial neural networks. In order to manage the placement of the solar tracker, a fuzzy logic controller with and without self-Tuning scaling factors has been researched and implemented. To establish which kind of controller was best in terms of performance, logic controllers were compared with proportional integral and derivative controllers. We used a number of tools and software, including MATLAB and Simulink, as well as real-Time workshop equipment, to construct the environment.en_US
dc.identifier.citationAlwakeel, H. M. A. H., Abed, Q. F. A., Hamodat, Z. (2022). Improvement of solar energy efficiency using solar tracking and artificial intelligence. In 2022 International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT) (pp. 355-359). IEEE.en_US
dc.identifier.endpage359en_US
dc.identifier.isbn9781665470131
dc.identifier.scopus2-s2.0-85142781401
dc.identifier.scopusqualityN/A
dc.identifier.startpage355en_US
dc.identifier.urihttps://hdl.handle.net/20.500.12939/3158
dc.indekslendigikaynakScopus
dc.institutionauthorAlwakeel, Hussein Mohammed Ali Hammood
dc.institutionauthorAbed, Qader Farhan Abed
dc.institutionauthorHamodat, Zaid
dc.language.isoen
dc.publisherInstitute of Electrical and Electronics Engineers Inc.en_US
dc.relation.ispartofISMSIT 2022 - 6th International Symposium on Multidisciplinary Studies and Innovative Technologies, Proceedings
dc.relation.isversionof10.1109/ISMSIT56059.2022.9932833en_US
dc.relation.publicationcategoryKonferans Öğesi - Ulusal - İdari Personel ve Öğrencien_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectComputer Circuitsen_US
dc.subjectControllersen_US
dc.subjectEnergy Efficiencyen_US
dc.subjectFuzzy Inferenceen_US
dc.subjectFuzzy Neural Networksen_US
dc.subjectSolar Energyen_US
dc.subjectTwo Term Control Systemsen_US
dc.titleImprovement of solar energy efficiency using solar tracking and artificial intelligence
dc.typeConference Object

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