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Performance Enhancement of MPPT Based Solar PV System using Neural Network

Journal: International Journal of Trend in Scientific Research and Development (Vol.6, No. 5)

Publication Date:

Authors : ;

Page : 714-723

Keywords : Maximum Power Point Tracking; ANN Method; DC-DC Boost Converter;

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Abstract

In this paper, using artificial neural network ANN for tracking of maximum power point is discussed. Error back propagation method is used in order to train neural network. Neural network has advantages of fast and precisely tracking of maximum power point. In this method neural network is used to specify the reference voltage of maximum power point under di erent atmospheric conditions. By properly controlling of dc dc boost converter, tracking of maximum power point is feasible. To verify theory analysis, simulation result is obtained by using MATLAB SIMULINK. Rakesh Kumar | Pramod Kumar Rathore "Performance Enhancement of MPPT Based Solar PV System using Neural Network" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-6 | Issue-5 , August 2022, URL: https://www.ijtsrd.com/papers/ijtsrd50540.pdf Paper URL: https://www.ijtsrd.com/engineering/electrical-engineering/50540/performance-enhancement-of-mppt-based-solar-pv-system-using-neural-network/rakesh-kumar

Last modified: 2022-09-06 18:50:35