UGC Approved Journal no 63975(19)

ISSN: 2349-5162 | ESTD Year : 2014
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Published in:

Volume 9 Issue 9
September-2022
eISSN: 2349-5162

UGC and ISSN approved 7.95 impact factor UGC Approved Journal no 63975

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Published Paper ID:
JETIR2209003


Registration ID:
501985

Page Number

a20-a30

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Title

PV INTEGRATED BATTERY SYSTEM FOR POWER BALANCE IN MICROGRIDS USING ANN TECHNIQUE

Abstract

In the process of electrifying each and every nook of the world and mitigating blackout issues that are becoming prominent, the stand-alone microgrids have their superiority. The proposed system presents the model to meet the power imbalances that are prominent in microgrids due to the intermittent availability of renewable sources that are used as distributed generation stand-alone microgrids. In these systems, the balance between the generation and demand side has to be maintained at every instant. Due to the presence of power electronic and storage devices, there arises delay and harmonics, causing an imbalance that might exist for seconds yet deteriorate the system performance and damages. In this, a stand-alone microgrid with a PV system integrated with a Nickel-metal hydride battery is designed. To regulate the operation of the battery, the state of charge controlling with the open circuit voltage method (OCV) is employed. And the imbalances harmonics are mitigated by controlling the inverter with a PI controller and also artificial neural networks (ANN). It is observed that by introducing ANN, the harmonic distortion, rise time and overshoots have comparatively reduced by a considerable margin. The simulation results using MATLAB SIMULINK have been generated and presented.

Key Words

Power balance, PI controller, ANN, state of charge (SoC)

Cite This Article

"PV INTEGRATED BATTERY SYSTEM FOR POWER BALANCE IN MICROGRIDS USING ANN TECHNIQUE", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.9, Issue 9, page no.a20-a30, September-2022, Available :http://www.jetir.org/papers/JETIR2209003.pdf

ISSN


2349-5162 | Impact Factor 7.95 Calculate by Google Scholar

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 7.95 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Cite This Article

"PV INTEGRATED BATTERY SYSTEM FOR POWER BALANCE IN MICROGRIDS USING ANN TECHNIQUE", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.9, Issue 9, page no. ppa20-a30, September-2022, Available at : http://www.jetir.org/papers/JETIR2209003.pdf

Publication Details

Published Paper ID: JETIR2209003
Registration ID: 501985
Published In: Volume 9 | Issue 9 | Year September-2022
DOI (Digital Object Identifier):
Page No: a20-a30
Country: Visakhapatnam, Andhra Pradesh, India .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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