An improved differential evolution optimization controller for enhancing the performance of PEM fuel cell powered electric vehicle system

被引:13
|
作者
Basha, C. H. Hussaian [1 ]
Murali, M. [2 ]
Rafikiran, Shaik [3 ]
Mariprasath, T. [1 ]
Reddy, M. Bhaskara [1 ]
机构
[1] KSRM Coll Engn Autonomous, Ctr Res & Innovat, Kadapa 516003, AP, India
[2] KSRM Coll Engn Autonomous, Dept EEE, Kadapa 516003, AP, India
[3] Sri Venkateshwara Engn Coll Autonomous, Dept EEE, Tirupati 517502, Andhra Pradesh, India
关键词
Boost converter; Differential evolutionary; Fuel cell; Fuzzy logic; High voltage gain; Less potential stress; BOOST CONVERTER;
D O I
10.1016/j.matpr.2021.09.011
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
At present, the fuel cell is playing major role in the current automotive industry application. Also, the fuel cell have the features of good reliability, high flexibility, reduced demand for foreign oil, and enhanced environment quality. However, for each and every functioning temperature variation, the Fuel Cell (FC) gives different working peak power points on it nonlinear voltage versus current curves. In this article, an Improved Differential Evolutionary Optimization (DEO) method is included in the Fuzzy Logic Controller (FLC) to enhance the maximum power delivered by the fuel cell stack. Here, the main objective of the DEO technique is to optimize the membership functions of the fuel cell stack input and output variables. Due to the proper selection of membership functions, the proposed MPPT controller gives fast tracing speed, good accuracy, and high sustainability. Also, a high voltage gain, nonisolated dc-dc converter is proposed in this work to enhance the fuel cell output voltage and reduce the current flowing through the consumer loads. The properties of converter are less potential pressure across the switches, extensive output voltage functioning, low supply current ripples, and high supply voltage withstand capability.Copyright (c) 2022 Elsevier Ltd. All rights reserved. Selection and peer-review under responsibility of the scientific committee of the International Conference on Smart and Sustainable Developments in Materials, Manufacturing and Energy Engineering
引用
收藏
页码:308 / 314
页数:7
相关论文
共 50 条
  • [1] Modelling and Performance Analysis of an Electric Vehicle Powered by a PEM Fuel Cell on New European Driving Cycle (NEDC)
    Fırat Işıklı
    Ali Sürmen
    Ayetül Gelen
    Arabian Journal for Science and Engineering, 2021, 46 : 7597 - 7609
  • [2] Modelling and Performance Analysis of an Electric Vehicle Powered by a PEM Fuel Cell on New European Driving Cycle (NEDC)
    Isikli, Firat
    Surmen, Ali
    Gelen, Ayetul
    ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING, 2021, 46 (08) : 7597 - 7609
  • [3] PEM fuel cell/ battery storage system supplying electric vehicle
    Mebarki, N.
    Rekioua, T.
    Mokrani, Z.
    Rekioua, D.
    Bacha, S.
    INTERNATIONAL JOURNAL OF HYDROGEN ENERGY, 2016, 41 (45) : 20993 - 21005
  • [4] Improved Supervisory Controller Design for a Fuel Cell Hybrid Electric Vehicle
    Molavi, Ali
    Prat, Maria Serra
    Husar, Attila Peter
    IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2024, 73 (04) : 4918 - 4933
  • [5] Evaluation of Power Sharing Mechanism of a PEM Fuel Cell-Battery Powered Electric Vehicle
    Das, Susanta K.
    Kim, Jinsu
    2023 4TH INTERNATIONAL CONFERENCE ON CLEAN AND GREEN ENERGY ENGINEERING, CGEE, 2023, : 112 - 117
  • [6] Commercial vehicle auxiliary loads powered by PEM fuel cell
    Matulic, N.
    Radica, G.
    Barbir, F.
    Nizetic, S.
    INTERNATIONAL JOURNAL OF HYDROGEN ENERGY, 2019, 44 (20) : 10082 - 10090
  • [7] Airport electric vehicle powered by fuel cell
    Fontela, Pablo
    Soria, Antonio
    Mielgo, Javier
    Sierra, Jose Francisco
    de Blas, Juan
    Gauchia, Lucia
    Martinez, Juan M.
    JOURNAL OF POWER SOURCES, 2007, 169 (01) : 184 - 193
  • [8] Structure optimization of the fuel cell powered electric drive system
    Yuwen, B
    Jang, XJ
    Zhu, DQ
    PESC'03: 2003 IEEE 34TH ANNUAL POWER ELECTRONICS SPECIALISTS CONFERENCE, VOLS 1-4, CONFERENCE PROCEEDINGS, 2003, : 391 - 394
  • [9] Analysis of a Drive System in a Fuel Cell and Battery powered Electric Vehicle
    Tsotoulidis, Savvas
    Safacas, Athanasios
    INTERNATIONAL JOURNAL OF RENEWABLE ENERGY RESEARCH, 2011, 1 (03): : 31 - 42
  • [10] PEM fuel cell system optimization
    Friedman, DJ
    Moore, RM
    PROCEEDINGS OF THE SECOND INTERNATIONAL SYMPOSIUM ON PROTON CONDUCTING MEMBRANE FUEL CELL II, 1999, 98 (27): : 407 - 423