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Grid-Tied PV Power Smoothing Using an Energy Storage System: Gaussian Tuning

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  • Ahmad I. Alyan

    (Higher Institution Centre of Excellence (HICoE), UM Power Energy Dedicated Advanced Centre (UMPEDAC), Universiti Malaya, Jalan Pantai Baharu, Kuala Lumpur 59990, Malaysia)

  • Nasrudin Abd Rahim

    (Higher Institution Centre of Excellence (HICoE), UM Power Energy Dedicated Advanced Centre (UMPEDAC), Universiti Malaya, Jalan Pantai Baharu, Kuala Lumpur 59990, Malaysia)

  • Jeyraj Selvaraj

    (Higher Institution Centre of Excellence (HICoE), UM Power Energy Dedicated Advanced Centre (UMPEDAC), Universiti Malaya, Jalan Pantai Baharu, Kuala Lumpur 59990, Malaysia
    Department of Mathematical Sciences, Saveetha School of Engineering, SIMATS, Chennai 602105, Tamilnadu, India
    Department of Electrical Engineering, Faculty of Engineering, Universitas Negeri Padang, Padang 25131, Indonesia)

Abstract

The use of power smoothing for renewable energy resources is attracting increasing attention. One widely used resource that could benefit from this technique is the grid-tied photovoltaic (PV) system. Solar energy production typically follows a Gaussian bell curve, with peaks at midday. This paper confirms this pattern by using the bell curve as a reference; however, climate variations can significantly alter this pattern. Therefore, this study aimed to smooth the power supplied to the grid by a PV system. The proposed controller manages the charge and discharge processes of the energy storage system (ESS) to ensure a smooth Gaussian bell curve output. It adjusts the parameters of this curve to closely match the generated energy, absorbing or supplying fluctuations to maintain the desired profile. This system also aims to provide accurate predictions of the power that should be supplied to the grid by the PV system, based on the capabilities of the ESS and the overall system performance. Although experimental results were not included in this analysis, the system was implemented in SIMULINK using real-world data. The controller utilizes a hybrid ESS comprising a vanadium redox battery (VRB) and supercapacitors (SCs). The design and operation of the controller, including curve tuning and ESS charge–discharge management, are detailed. The simulation results demonstrate excellent performance and are thoroughly discussed.

Suggested Citation

  • Ahmad I. Alyan & Nasrudin Abd Rahim & Jeyraj Selvaraj, 2025. "Grid-Tied PV Power Smoothing Using an Energy Storage System: Gaussian Tuning," Energies, MDPI, vol. 18(15), pages 1-14, August.
  • Handle: RePEc:gam:jeners:v:18:y:2025:i:15:p:4206-:d:1719791
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    References listed on IDEAS

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    3. Peña, Víctor & Jauch, Michael, 2025. "Properties of the generalized inverse Gaussian with applications to Monte Carlo simulation and distribution function evaluation," Statistics & Probability Letters, Elsevier, vol. 220(C).
    4. Bochao Zhou & Hailong Li & Chao Wang & Di Wang & Xiaoyan Ma, 2024. "Energy Distribution and Working Characteristics of PIPVT Dual-Energy Module," Sustainability, MDPI, vol. 16(21), pages 1-13, October.
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