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Intelligent RBF-Fuzzy Controller Based Non-Isolated DC-DC Multi-Port Converter for Renewable Energy Applications

Author

Listed:
  • Belqasem Aljafari

    (Department of Electrical Engineering, College of Engineering, Najran University, Najran 11001, Saudi Arabia)

  • Gunapriya Devarajan

    (Department of Electrical and Electronics Engineering, Sri Eshwar College of Engineering, Coimbatore 641202, India)

  • Sivaranjani Subramani

    (Department of Electrical and Electronics Engineering, Sri Krishna College of Engineering and Technology, Coimbatore 641008, India)

  • Subramaniyaswamy Vairavasundaram

    (School of Computing, SASTRA Deemed University, Thanjavur 613401, India)

Abstract

In this article, a multi-port non-isolated converter is implemented for renewable energy applications. High voltage gain is accomplished with a switched capacitor and coupled inductor, and power transfer between the inputs, battery, and load can be realized using three power switches. The power collected in the leakage inductance is reused to decrease the voltage stress on the power switch. Various functioning periods are also examined, and design requirements are offered. The proposed converter uses fewer parts to realize power flows and obtain high voltage gain compared to comparable converters. Additionally, under partial shading conditions, the traditional maximum power point tracking (MPPT) approaches are not able to collect the global maximum power point (MPP) from the numerous local MPPs. This work proposes an artificial neural-network-based MPPT technique with variable step size for tracing speed, MPP oscillations, and operating efficiency. The proposed converter experiment is also constructed and successfully tested in a laboratory environment.

Suggested Citation

  • Belqasem Aljafari & Gunapriya Devarajan & Sivaranjani Subramani & Subramaniyaswamy Vairavasundaram, 2023. "Intelligent RBF-Fuzzy Controller Based Non-Isolated DC-DC Multi-Port Converter for Renewable Energy Applications," Sustainability, MDPI, vol. 15(12), pages 1-22, June.
    • Handle: RePEc:gam:jsusta:v:15:y:2023:i:12:p:9425-:d:1169123
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    References listed on IDEAS

    as
    1. Jayakumar Narayanaswamy & Srihari Mandava, 2023. "Non-Isolated Multiport Converter for Renewable Energy Sources: A Comprehensive Review," Energies, MDPI, vol. 16(4), pages 1-25, February.
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    3. Muhammad Arif & Mohsin Shahzad & Qianmu Li & Jawad Saleem & Muhammad Shamrooz Aslam & Abdul Majid, 2020. "Single Magnetic Element-Based High Step-Up Converter for Energy Storage and Photovoltaic System with Reduced Device Count," Complexity, Hindawi, vol. 2020, pages 1-19, October.
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    7. Khairy Sayed & Ziad M. Ali & Mujahed Aldhaifallah, 2020. "Phase-Shift PWM-Controlled DC–DC Converter with Secondary-Side Current Doubler Rectifier for On-Board Charger Application," Energies, MDPI, vol. 13(9), pages 1-18, May.
    8. Sk. A. Shezan & Innocent Kamwa & Md. Fatin Ishraque & S. M. Muyeen & Kazi Nazmul Hasan & R. Saidur & Syed Muhammad Rizvi & Md Shafiullah & Fahad A. Al-Sulaiman, 2023. "Evaluation of Different Optimization Techniques and Control Strategies of Hybrid Microgrid: A Review," Energies, MDPI, vol. 16(4), pages 1-30, February.
    9. Khairy Sayed & Mohammed G. Gronfula & Hamdy A. Ziedan, 2020. "Novel Soft-Switching Integrated Boost DC-DC Converter for PV Power System," Energies, MDPI, vol. 13(3), pages 1-17, February.
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