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PEMFC Current Control Using a Novel Compound Controller Enhanced by the Black Widow Algorithm: A Comprehensive Simulation Study

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  • Mohammed Yousri Silaa

    (Telecommunications Signals and Systems Laboratory (TSS), Amar Telidji University of Laghouat, BP 37G, Laghouat 03000, Algeria
    Engineering School of Vitoria, University of the Basque Country UPV/EHU, Nieves Cano 12, 1006 Vitoria, Spain)

  • Oscar Barambones

    (Engineering School of Vitoria, University of the Basque Country UPV/EHU, Nieves Cano 12, 1006 Vitoria, Spain)

  • José Antonio Cortajarena

    (Engineering School of Gipuzkoa, University of the Basque Country, UPV/EHU, Avda Otaola N29, 20600 Eibar, Spain)

  • Patxi Alkorta

    (Engineering School of Gipuzkoa, University of the Basque Country, UPV/EHU, Avda Otaola N29, 20600 Eibar, Spain)

  • Aissa Bencherif

    (Engineering School of Vitoria, University of the Basque Country UPV/EHU, Nieves Cano 12, 1006 Vitoria, Spain)

Abstract

Proton exchange membrane fuel cells (PEMFCs) play a crucial role in clean energy systems. Effective control of these systems is essential to optimize their performance. However, conventional control methods exhibit limitations in handling disturbances and ensuring robust control. To address these challenges, this paper presents a novel PI sliding mode controller-based super-twisting algorithm (PISMCSTA). The proposed controller is applied to drive the DC/DC boost converter in order to improve the PEMFC output power quality. In addition, the black widow optimization algorithm (BWOA) has been chosen to enhance and tune the PISMCSTA parameters according to the disturbance changes. The performance of the PISMCSTA is compared with the conventional STA controller. Comparative results are obtained from numerical simulations and these results show that the developed proposed PISMCSTA gives better results when compared to the conventional STA. A reduction of up to 8.7 % in the response time could be achieved and up to 66 % of the chattering effect could be eliminated by using the proposed controller. Finally, according to these results, the proposed approach can offer an improvement in energy consumption.

Suggested Citation

  • Mohammed Yousri Silaa & Oscar Barambones & José Antonio Cortajarena & Patxi Alkorta & Aissa Bencherif, 2023. "PEMFC Current Control Using a Novel Compound Controller Enhanced by the Black Widow Algorithm: A Comprehensive Simulation Study," Sustainability, MDPI, vol. 15(18), pages 1-23, September.
    • Handle: RePEc:gam:jsusta:v:15:y:2023:i:18:p:13823-:d:1241385
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    References listed on IDEAS

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    1. Kun He & Dongchen Qin & Jiangyi Chen & Tingting Wang & Hongxia Wu & Peizhuo Wang, 2023. "Adaptive Equivalent Consumption Minimization Strategy for Fuel Cell Buses Based on Driving Style Recognition," Sustainability, MDPI, vol. 15(10), pages 1-17, May.
    2. Peng Yin & Jinzhou Chen & Hongwen He, 2023. "Control of Oxygen Excess Ratio for a PEMFC Air Supply System by Intelligent PID Methods," Sustainability, MDPI, vol. 15(11), pages 1-20, May.
    3. Massoud Moslehpour & Sahand E. P. Faez & Brij B. Gupta & Varsha Arya, 2023. "A Fuzzy-Based Analysis of the Mediating Factors Affecting Sustainable Purchase Intentions of Smartphones: The Case of Two Brands in Two Asian Countries," Sustainability, MDPI, vol. 15(12), pages 1-23, June.
    4. Nada Zine Laabidine & Badre Bossoufi & Ismail El Kafazi & Chakib El Bekkali & Najib El Ouanjli, 2023. "Robust Adaptive Super Twisting Algorithm Sliding Mode Control of a Wind System Based on the PMSG Generator," Sustainability, MDPI, vol. 15(14), pages 1-21, July.
    5. Mohammed Yousri Silaa & Mohamed Derbeli & Oscar Barambones & Ali Cheknane, 2020. "Design and Implementation of High Order Sliding Mode Control for PEMFC Power System," Energies, MDPI, vol. 13(17), pages 1-15, August.
    6. Dimitrios Tziritas & George M. Stavrakakis & Dimitris Bakirtzis & George Kaplanis & Konstantinos Patlitzianas & Markos Damasiotis & Panagiotis L. Zervas, 2023. "Techno-Economic Analysis of a Hydrogen-Based Power Supply Backup System for Tertiary Sector Buildings: A Case Study in Greece," Sustainability, MDPI, vol. 15(9), pages 1-23, May.
    7. Hao Huang & Hua Ding & Donghai Hu & Zhaoxu Cheng & Chengyun Qiu & Yuran Shen & Xiangwen Su, 2023. "Thermal Performance Optimization of Multiple Circuits Cooling System for Fuel Cell Vehicle," Sustainability, MDPI, vol. 15(4), pages 1-23, February.
    8. Aamir Hayat & Daud Sibtain & Ali F. Murtaza & Sulman Shahzad & Muhammad Sheheryar Jajja & Heybet Kilic, 2023. "Design and Analysis of Input Capacitor in DC–DC Boost Converter for Photovoltaic-Based Systems," Sustainability, MDPI, vol. 15(7), pages 1-16, April.
    9. Pitchai Pandiyan & Subramani Saravanan & Natarajan Prabaharan & Ramji Tiwari & Thangam Chinnadurai & Neelakandan Ramesh Babu & Eklas Hossain, 2021. "Implementation of Different MPPT Techniques in Solar PV Tree under Partial Shading Conditions," Sustainability, MDPI, vol. 13(13), pages 1-22, June.
    10. Long Li & Shuqi Wang & Shengxi Zhang & Ding Liu & Shengbin Ma, 2023. "The Hydrogen Energy Infrastructure Location Selection Model: A Hybrid Fuzzy Decision-Making Approach," Sustainability, MDPI, vol. 15(13), pages 1-20, June.
    11. Shuzheng Wang & Haiming Zhu & Shaowen Zhang, 2023. "Two-Stage Grid-Connected Frequency Regulation Control Strategy Based on Photovoltaic Power Prediction," Sustainability, MDPI, vol. 15(11), pages 1-21, June.
    12. Mojgan Fayyazi & Paramjotsingh Sardar & Sumit Infent Thomas & Roonak Daghigh & Ali Jamali & Thomas Esch & Hans Kemper & Reza Langari & Hamid Khayyam, 2023. "Artificial Intelligence/Machine Learning in Energy Management Systems, Control, and Optimization of Hydrogen Fuel Cell Vehicles," Sustainability, MDPI, vol. 15(6), pages 1-38, March.
    13. Ahmed M. Hussien & Jonghoon Kim & Abdulaziz Alkuhayli & Mohammed Alharbi & Hany M. Hasanien & Marcos Tostado-Véliz & Rania A. Turky & Francisco Jurado, 2022. "Adaptive PI Control Strategy for Optimal Microgrid Autonomous Operation," Sustainability, MDPI, vol. 14(22), pages 1-22, November.
    14. Md Sumon Reza & Juntakan Taweekun & Shammya Afroze & Shohel Ahmed Siddique & Md. Shahinoor Islam & Chongqing Wang & Abul K. Azad, 2023. "Investigation of Thermochemical Properties and Pyrolysis of Barley Waste as a Source for Renewable Energy," Sustainability, MDPI, vol. 15(2), pages 1-18, January.
    15. Ramadan J. Mustafa & Mohamed R. Gomaa & Mujahed Al-Dhaifallah & Hegazy Rezk, 2020. "Environmental Impacts on the Performance of Solar Photovoltaic Systems," Sustainability, MDPI, vol. 12(2), pages 1-17, January.
    16. Sirine Rabah & Aida Zaier & Jaime Lloret & Hassen Dahman, 2023. "Efficiency Enhancement of a Hybrid Sustainable Energy Harvesting System Using HHHOPSO-MPPT for IoT Devices," Sustainability, MDPI, vol. 15(13), pages 1-28, June.
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