UGC Approved Journal no 63975(19)

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

Volume 8 Issue 7
July-2021
eISSN: 2349-5162

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

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Published Paper ID:
JETIR2107060


Registration ID:
311782

Page Number

a494-a503

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Title

HIGH VOLTAGE GAIN WITH NEURAL NETWORK BASED MPPT BASED ELECTRIC VEHICLE

Abstract

Fuel cell electric vehicles (FCEV) are becoming more common in the automotive industry as a result of tighter restrictions on carbon emissions and fuel economy. A neural network-based maximum power point tracking (MPPT) controller for a 1.26-kW proton exchange membrane fuel cell (PEMFC) that supplies electric vehicle powertrain through a high voltage-gain dc-dc boost converter is presented in this article. The suggested neural network MPPT controller tracks the PEMFC's maximum PowerPoint using a radial basis function network (RBFN) algorithm. For the propulsion of FCEVs, high switching-frequency and high voltage-gain dc-dc converters are needed. A three-phase high voltage-gain interleaved boost converter is also planned for the FCEV system in order to achieve high voltage gain. The interleaving technique reduces the power semiconductor devices' input current ripple and voltage tension. The fuzzy logic controller in the MATLAB/Simulink platform is compared to the performance review of the FCEV framework with the RBFN-based MPPT controller.

Key Words

FUEL CELL,MPPT,RBFN ,IBC

Cite This Article

"HIGH VOLTAGE GAIN WITH NEURAL NETWORK BASED MPPT BASED ELECTRIC VEHICLE", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.8, Issue 7, page no.a494-a503, July-2021, Available :http://www.jetir.org/papers/JETIR2107060.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

"HIGH VOLTAGE GAIN WITH NEURAL NETWORK BASED MPPT BASED ELECTRIC VEHICLE", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.8, Issue 7, page no. ppa494-a503, July-2021, Available at : http://www.jetir.org/papers/JETIR2107060.pdf

Publication Details

Published Paper ID: JETIR2107060
Registration ID: 311782
Published In: Volume 8 | Issue 7 | Year July-2021
DOI (Digital Object Identifier):
Page No: a494-a503
Country: nagpur, Maharashtra, India .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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