• P-ISSN 0974-6846 E-ISSN 0974-5645

Indian Journal of Science and Technology


Indian Journal of Science and Technology

Year: 2019, Volume: 12, Issue: 30, Pages: 1-6

Original Article

Control of Power in Photovoltaic cell Using Artificial Neural Networks (NARMA Controller)


Objectives: To derive suitable simulation model to improve the performance of PV cell. Methods/Statistical analysis: Artificial Neural Networks (ANN) is one of these techniques that applied to present important tasks encounter in Photovoltaic systems. This work presents a MATLAB-based modeling and simulation scheme suitable for studying the I–V and P–V characteristics of PV cell by Select and collect a data from PV panel for developing a simulink model in Matlab program with different values of the main parameters such as solar radiation, temperature. Findings: The results are illustrated the simulation model of PV cell with NARMA controller gave good agreement results which exhibit the advantages of using ANN techniques in Renewable Energy Systems. Application/Improvements: Artificial Intelligence technique (AI) plays an important role in various applications due to its capability of solved complex problem of systems.

Keyword: NARMA controller, Neural Networks, I-V and P-V characteristics, PV


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