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Enhanced hunger games search algorithm that incorporates the marine predator optimization algorithm for optimal extraction of parameters in PEM fuel cells
Faculty
Engineering
Year:
2025
Type of Publication:
ZU Hosted
Pages:
Authors:
Mohammed Alsayed MohamedAli
Staff Zu Site
Abstract In Staff Site
Journal:
Scientific Reports Nature Portfolio
Volume:
15
Keywords :
Enhanced hunger games search algorithm that
Abstract:
This article introduces a novel optimization approach to improve the parameter estimation of proton exchange membrane fuel cells (PEMFCs), which are critical for diverse applications but are challenging to model due to their nonlinear behavior. The proposed method, HGS-MPA, enhances the Hunger Games Search (HGS) algorithm by integrating Marine Predator Algorithm (MPA) operators, significantly boosting its exploitation capabilities and convergence rate. The effectiveness of HGSMPA was validated on three commercial PEMFC datasets: 250-W stack, BCS 500-W, and NedStack PS6, using the Sum Squared Error (SSE) as the performance metric. Experimental results highlight that HGS-MPA achieves minimum fitness values of 0.33770, 1.31620, and 0.01174 for the respective datasets, outperforming other state-of-the-art algorithms. These findings underscore the method’s potential for accurate PEMFC parameter estimation, offering enhanced performance and reliability
Author Related Publications
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Mohammed Alsayed MohamedAli, "ASCA-PSO: Adaptive sine cosine optimization algorithm integrated with particle swarm for pairwise local sequence alignment", Elsevier, 2018
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Department Related Publications
Amal Farouk Abdelgawad Badaawi, "Experimental Estimation of the Fault Location for the Transmission Line from One End", PSP 2006, Bled, Slovenia, 2006
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Amal Farouk Abdelgawad Badaawi, "Short-Term Load Forecasting Investigation in Egyptian Electrical Network Using ANNs", UPEC2007, University of Brighton, UK, 2007
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Attia Abdelaziz Hussien Ali, "Optimal Generation Scheduling using Genetic Algorithm", International Journal of Electrical, Electronics and Computer Systems, 2011
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Attia Abdelaziz Hussien Ali, "Cuckoo search-based algorithm for optimal shunt capacitors allocations in distribution networks", Taylor & Francis, 2013
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Attia Abdelaziz Hussien Ali, "Optimal dynamic operation and modeling of parallel connected multi-stacks fuel cells with improved slime mould algorithm", Elsevier, 2021
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