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Radial basis function network based MPPT for photovoltaic system during shading condition

Mahamad, Abd Kadir and Saon, Sharifah (2014) Radial basis function network based MPPT for photovoltaic system during shading condition. In: 2013 International Conference on Renewable Energy and Environmental Technology (REET 2013), 21-22 September 2013, Jilin, China.

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Abstract

The output powers of photovoltaic (PV) system are crucially depending of the two variable factors, which are the cell temperatures and solar irradiances. A method to utilize effectively the PV is known as a maximum power point tracking (MPPT) method. This method is extract the maximum available power from PV module by making them operates at the most efficient output. This paper presents Radial Basis Function (RBF) Network to control the MPPT of PV system. The performances of the controller is analyzed in four conditions with are constant irradiation and temperature, constant irradiation and variable temperature, constant temperature and variable irradiation, and variable temperature and irradiation. The proposed system is simulated by using MATLAB-SIMULINK. According to the results, RBF controller has shown better performance during partially shaded conditions.

Item Type: Conference or Workshop Item (Paper)
Uncontrolled Keywords: Solar photovoltaic; MPPT; RBF; perturb & observe
Subjects: T Technology > TK Electrical engineering. Electronics Nuclear engineering > TK7800-8360 Electronics
Divisions: Faculty of Electrical and Electronic Engineering > Department of Computer Engineering
Depositing User: Mr. Mohammad Shaifulrip Ithnin
Date Deposited: 13 Aug 2018 03:20
Last Modified: 13 Aug 2018 03:20
URI: http://eprints.uthm.edu.my/id/eprint/9407
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