Modeling and Simulation of A Photovoltaic Cell Module Controlled with Nonlinear Autoregressive Moving Average-L2 Controller

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dc.contributor.authorAlkhafaji, M.A.
dc.contributor.authorUzun, Y.
dc.date.accessioned2024-09-29T16:20:54Z
dc.date.available2024-09-29T16:20:54Z
dc.date.issued2020
dc.departmentKarabük Üniversitesien_US
dc.description2nd International Conference on Electrical, Communication and Computer Engineering, ICECCE 2020 -- 12 June 2020 through 13 June 2020 -- Istanbul -- 162684en_US
dc.description.abstractThe photovoltaic cells are deemed one of the most important modern sources of renewable energy due to its direct dependence on solar energy, its low maintenance, and environmental protection. These characteristics led many specialists to study and develop this type of renewable energy. This research paper includes simulations for the design of single-diodes solar cells under the influence of different temperatures and saturation conditions to demonstrate the efficacy of the solar cell. It is also known that the solar cell must be linked to a power controller and here it will be used as an artificial neural network (ANN) technology which is the nonlinear autoregressive moving average (NARMA) by using MATLAB program to control the output power of the PV cell. Hence, the simulation results will show the comparison with and without using the NARMA-L2 controller as a maximum power point tracking (MPPT). © 2020 IEEE.en_US
dc.identifier.doi10.1109/ICECCE49384.2020.9179460
dc.identifier.isbn978-172817116-6
dc.identifier.scopus2-s2.0-85091919085en_US
dc.identifier.scopusqualityN/Aen_US
dc.identifier.urihttps://doi.org/10.1109/ICECCE49384.2020.9179460
dc.identifier.urihttps://hdl.handle.net/20.500.14619/9405
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherInstitute of Electrical and Electronics Engineers Inc.en_US
dc.relation.ispartof2nd International Conference on Electrical, Communication and Computer Engineering, ICECCE 2020en_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectartificial neural networks technique ANNen_US
dc.subjectMatlab simulationen_US
dc.subjectmaximum power point tracking MPPTen_US
dc.subjectNARMA-L2 Controlen_US
dc.subjectphotovoltaic panel PVen_US
dc.titleModeling and Simulation of A Photovoltaic Cell Module Controlled with Nonlinear Autoregressive Moving Average-L2 Controlleren_US
dc.typeConference Objecten_US

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