Solar Array Modeling and Simulation of MPPT using Neural Network (Record no. 47563)

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fixed length control field 01815nam a2200241Ia 4500
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control field MX-MdCICY
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control field 20250625153921.0
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Transcribing agency CICY
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Classification number (OCLC) (R) ; Classification number, CALL (RLIN) (NR) B-13363
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245 10 - TITLE STATEMENT
Title Solar Array Modeling and Simulation of MPPT using Neural Network
490 0# - SERIES STATEMENT
Volume/sequential designation Proceedings of International Conference on Control, Automation, Communication and Energy Conservation (INCACEC'09), 2009
520 3# - SUMMARY, ETC.
Summary, etc. Solar panel is a power source having nonlinear internal resistance. As the intensity of light falling on the panel varies, its voltage as well as its internal resistance both varies. To extract maximum power from the panel, the load resistance should be equal to the internal resistance of the panel. Maximum power point trackers (MPPT)are used to operate a photovoltaic panel at its maximum power point in order to increase the system efficiency. This paper presents the improved model of solar photovoltaic (SPV)module and back propagation neural network based maximum power point tracking (MPPT)for boost converter in a standalone photovoltaic system under variable temperature and insolation conditions. Neural network has the potential to provide an improved method of deriving non-linear models which is complementary to conventional techniques. The neural network based MPPT is simulated and studied using MatLab software.
650 14 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element BACK PROPAGATION NEURAL NETWORK
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Topical term or geographic name entry element MATLAB
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Topical term or geographic name entry element MAXIMUM POWER POINT TRACKING
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Topical term or geographic name entry element SOLAR PHOTOVOLTAIC ARRAY (SPVA)
700 12 - ADDED ENTRY--PERSONAL NAME
Personal name Ramaprabha, R.
700 12 - ADDED ENTRY--PERSONAL NAME
Personal name Mathur, B.L.
700 12 - ADDED ENTRY--PERSONAL NAME
Personal name Sharanya, M.
856 40 - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier <a href="https://drive.google.com/file/d/1pdqVkj38MaeYCBA0TH-81NGobRr4epQh/view?usp=drivesdk">https://drive.google.com/file/d/1pdqVkj38MaeYCBA0TH-81NGobRr4epQh/view?usp=drivesdk</a>
Public note Para ver el documento ingresa a Google con tu cuenta: @cicy.edu.mx
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Source of classification or shelving scheme Clasificación local
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  Clasificación local     Ref1 CICY CICY Documento préstamo interbibliotecario 25.06.2025   B-13363 25.06.2025 25.06.2025 Documentos solicitados