A Novel Approach to Power Flow Analysis for Grid Connected Micro Grid

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Tarih

2015

Dergi Başlığı

Dergi ISSN

Cilt Başlığı

Yayıncı

Ieee

Erişim Hakkı

info:eu-repo/semantics/closedAccess

Özet

This paper proposes a neural network based power flow analysis method that applied on a grid connected and ring-shaped micro grid. As the use of micro grids increasing rapidly, it becomes necessary to analyze them for different operating and loading conditions as large power systems. At the outset, a MG is designed and simulated under MATLAB / Simulink platform. Normal operation data collected and stored. Then, different loading scenarios performed, operational data collected and stored to use for proposed method. Intelligent systems are used to process these data and also for training. After training a fully different scenario is created and the effectiveness of the proposed method is verified through simulation study. Also a fault condition analysis is performed for validity.

Açıklama

13th International Conference on Engineering of Modern Electric Systems (EMES) -- JUN 11-12, 2015 -- Oradea, ROMANIA

Anahtar Kelimeler

Micro Grid, Power Flow Analysis, Artificial Neural Networks, Renewable Energy Sources

Kaynak

2015 13th International Conference on Engineering of Modern Electric Systems (Emes)

WoS Q Değeri

N/A

Scopus Q Değeri

N/A

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