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Performance improvement of PEM fuel cell power system using fuzzy logic controller-based MPPT technique to extract the maximum power under various conditions

  • Tao Hai
  • , Ammar K. Alazzawi
  • , Jincheng Zhou
  • , Hamid Farajian
  • Qiannan Normal College for Nationalities
  • Nanchang Institute of Science and Technology
  • Key Laboratory of Complex Systems and Intelligent Optimization of Guizhou Province
  • Universiti Teknologi MARA
  • Al-Mustaqbal University College
  • Ltd

Research output: Contribution to journalArticlepeer-review

48 Scopus citations

Abstract

Power generation of a fuel cell (FC) is mostly dependent upon operational variables such as cell temperature and membrane water content. There is an individual maximum power point (MPP) on the P-I curve of the FC. The location of the MPP varies with respect to the MPP position. Thus, an MPP tracking (MPPT) system should exist to guarantee that the FC works at the MPP in order to maximize the functionality. Due to their straightforward structure, prevalent MPPT methods had strong functionality. However, their primary limitations include fluctuations around the MPP and inefficiency under abrupt variations of operating conditions. The primary objective of this paper is to maintain the PEMFCs operation at an efficient power point. To this purpose, the efficiency of PEM-FC is tested and enhanced using a variety of MPPT-based smart controller techniques. To determine the appropriate MPPT controller parameters, the modified fluid search optimization (MFSO) approach and fuzzy logic controller (FLC) are employed. Furthermore, the MFSO method is deployed to adjust the membership functions (MFs) of the FLC. The MFSO is an excellent approach for coping with the stochastic behavior of the PEM-FC system when the temperature and water content of the membrane change. In terms of improved dynamic behavior, better convergence rate, reduced oscillations, and better tracking of the MPP, the results obtained by employing the suggested strategy demonstrate the superior functionality of the system compared to case using other methods. Moreover, the power generated by the PEMFC system is less than the nominal capacity for the temperature's rated capacity. Therefore, the deficit in power would be covered by transacting power with the grid.

Original languageEnglish
Pages (from-to)4430-4445
Number of pages16
JournalInternational Journal of Hydrogen Energy
Volume48
Issue number11
DOIs
StatePublished - 5 Feb 2023
Externally publishedYes

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 7 - Affordable and Clean Energy
    SDG 7 Affordable and Clean Energy

Keywords

  • Incremental conductance
  • MFSO algorithm
  • MPPT controller
  • PEMFC System

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