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August 22, 2025ElectronicsOpen Access

Hybrid PSO–Reinforcement Learning-Based Adaptive Virtual Inertia Control for Frequency Stability in Multi-Microgrid PV Systems

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Authors

AAAkeem Babatunde AkinwolaAAAbdulaziz Alkuhayli

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Overview

Hybrid control strategy enhances frequency stability in multi-microgrid photovoltaic systems, suggesting improved grid performance.

Key Points

  • The proposed system maintains frequency stability in multi-microgrid PV systems with effective virtual inertia control, reducing fluctuations.
  • Simulation results reveal a frequency stabilization to 50.02 Hz with a settling time of 0.10 s, minimizing rate of change of frequency to 0.2 Hz/s.
  • Combining particle swarm optimization with reinforcement learning, this method optimizes inertia parameters in response to real-time grid conditions.
  • Highlights the potential for better synchronization and stability in renewable energy-powered smart grids, addressing integration challenges.

Cite This Study

Akinwola et al. (2025) studied this question.

synapsesocial.com/papers/68af5707ad7bf08b1eadd981https://doi.org/10.3390/electronics14173349
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