Optimizing PEMFC model parameters using ant lion optimizer and dragonfly algorithm: A comparative study

Zainuddin Mat Isa, Norkharziana Mohd Nayan, Mohd Hafiz Arshad, Nor Ashbahani Mohamad Kajaan

Abstract


This paper introduced two optimization algorithms which are Ant Lion Optimizer (ALO) and Dragonfly Algorithm (DA) for extracting the Proton Exchange Membrane Fuel Cell (PEMFC) polarization curve parameters. The results produced by both algorithms are being compared to observe their performance. As a results, the ALO shows great performance compared to DA. Furthermore, these results also being compared with the results of the other reported metaheuristics algorithms. The ALO and DA presented competitive results.

Keywords


Optimizing PEMFC Parameters;PEMFC Model;Ant Lion Optimizer;Dragonfly Algorithm;Metaheuristic Algorithm

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DOI: http://doi.org/10.11591/ijece.v9i6.pp5295-5303

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International Journal of Electrical and Computer Engineering (IJECE)
p-ISSN 2088-8708, e-ISSN 2722-2578

This journal is published by the Institute of Advanced Engineering and Science (IAES) in collaboration with Intelektual Pustaka Media Utama (IPMU).