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Optimal Load Frequency Control of Island Microgrids via a PID Controller in the Presence of Wind Turbine and PV

Author

Listed:
  • Reza Alayi

    (Department of Mechanical Engineering, Germi Branch, Islamic Azad University, Germi 5651763764, Iran)

  • Farhad Zishan

    (Department of Electrical Engineering, Sahand University of Technology (SUT), Tabriz 5513351996, Iran)

  • Seyed Reza Seyednouri

    (Young Researchers and Elite Club, Germi Branch, Islamic Azad University, Germi 5651763764, Iran)

  • Ravinder Kumar

    (Department of Mechanical Engineering, Lovely Professional University, Phagwara 144411, Punjab, India)

  • Mohammad Hossein Ahmadi

    (Faculty of Mechanical Engineering, Shahrood University of Technology, Shahrood 3619995161, Iran)

  • Mohsen Sharifpur

    (Department of Mechanical and Aeronautical Engineering, University of Pretoria, Pretoria 0002, South Africa
    Department of Medical Research, China Medical University Hospital, China Medical University, Taichung 404, Taiwan)

Abstract

This article studied the load frequency control (LFC) of a multi-source microgrid with the presence of renewable energy sources. To maintain a sustainable power supply, the frequency of the system must be kept constant. A Proportional–Integral–Derivative (PID) controller is presented as a secondary controller to control the frequency of the microgrid in island mode, and the integral of squared time multiplied by error squared (ISTES) is used as a performance index. The use of the Craziness-Based Particle Swarm Optimization (CRPSO), which is an improved version of Particle Swarm Optimization (PSO), improves the convergence speed in optimizing the nonlinear problem of load and frequency controller design. The test microgrid is composed of the load and distributed generation units such as diesel generators, photovoltaics and wind turbines. The proposed controller provided the desired response to adjusting the microgrid frequency, achieving the final response after a short time and making it more stable and less oscillatory compared with the conventional system.

Suggested Citation

  • Reza Alayi & Farhad Zishan & Seyed Reza Seyednouri & Ravinder Kumar & Mohammad Hossein Ahmadi & Mohsen Sharifpur, 2021. "Optimal Load Frequency Control of Island Microgrids via a PID Controller in the Presence of Wind Turbine and PV," Sustainability, MDPI, vol. 13(19), pages 1-14, September.
    • Handle: RePEc:gam:jsusta:v:13:y:2021:i:19:p:10728-:d:644245
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    References listed on IDEAS

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    1. Reza Alayi & Mohammad Hossein Ahmadi & Amir Reza Visei & Shubham Sharma & Atabak Najafi, 2021. "Technical and environmental analysis of photovoltaic and solar water heater cogeneration system: a case study of Saveh City [The role of biogas to sustainable development (aspects environmental, se," International Journal of Low-Carbon Technologies, Oxford University Press, vol. 16(2), pages 447-453.
    2. Muhyaddin Rawa & Abdullah Abusorrah & Yusuf Al-Turki & Saad Mekhilef & Mostafa H. Mostafa & Ziad M. Ali & Shady H. E. Abdel Aleem, 2020. "Optimal Allocation and Economic Analysis of Battery Energy Storage Systems: Self-Consumption Rate and Hosting Capacity Enhancement for Microgrids with High Renewable Penetration," Sustainability, MDPI, vol. 12(23), pages 1-25, December.
    3. Abdullah & Aiman Javed & Junaid Ashraf & Tasir Khan, 2020. "The Impact of Renewable Energy on GDP," International Journal of Management and Sustainability, Conscientia Beam, vol. 9(4), pages 239-250.
    4. Naoui Mohamed & Flah Aymen & Ziad M. Ali & Ahmed F. Zobaa & Shady H. E. Abdel Aleem, 2021. "Efficient Power Management Strategy of Electric Vehicles Based Hybrid Renewable Energy," Sustainability, MDPI, vol. 13(13), pages 1-20, June.
    5. Bhatt, Praghnesh & Roy, Ranjit & Ghoshal, S.P., 2011. "Dynamic participation of doubly fed induction generator in automatic generation control," Renewable Energy, Elsevier, vol. 36(4), pages 1203-1213.
    6. Ribó-Pérez, David & Bastida-Molina, Paula & Gómez-Navarro, Tomás & Hurtado-Pérez, Elías, 2020. "Hybrid assessment for a hybrid microgrid: A novel methodology to critically analyse generation technologies for hybrid microgrids," Renewable Energy, Elsevier, vol. 157(C), pages 874-887.
    7. Hongyue Li & Xihuai Wang & Jianmei Xiao, 2018. "Differential Evolution-Based Load Frequency Robust Control for Micro-Grids with Energy Storage Systems," Energies, MDPI, vol. 11(7), pages 1-19, June.
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    6. Waqar Younis & Muhammad Zubair Yameen & Abu Tayab & Hafiz Ghulam Murtza Qamar & Ehab Ghith & Mehdi Tlija, 2024. "Enhancing Load Frequency Control of Interconnected Power System Using Hybrid PSO-AHA Optimizer," Energies, MDPI, vol. 17(16), pages 1-40, August.
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    11. Zhengwei Qu & Waqar Younis & Yunjing Wang & Popov Maxim Georgievitch, 2024. "A Multi-Source Power System’s Load Frequency Control Utilizing Particle Swarm Optimization," Energies, MDPI, vol. 17(2), pages 1-33, January.
    12. Takele Ferede Agajie & Armand Fopah-Lele & Ahmed Ali & Isaac Amoussou & Baseem Khan & Mahmoud Elsisi & Om Prakash Mahela & Roberto Marcelo Álvarez & Emmanuel Tanyi, 2023. "Optimal Sizing and Power System Control of Hybrid Solar PV-Biogas Generator with Energy Storage System Power Plant," Sustainability, MDPI, vol. 15(7), pages 1-26, March.
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