Intelligent real time control strategy and power management based on MPC and LSTM-TCN model for standalone DC microgrid with energy storage

Intelligent real time control strategy and power management based on MPC and LSTM-TCN model for standalone DC microgrid with energy storage

Standalone microgrids powered by renewable energy face major challenges of stability and reliability due to the intermittent nature of those energy sources and fast load shifting. To mitigate these challenges, an effective control strategy and power management are required to ensure power balancing...

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Bibliographic Details
Main Authors: Tariq Limouni, Reda Yaagoubi, Khalid Bouziane, Khalid Guissi, El Houssain Baali
Format: Article
Language:English
Published: Elsevier 2025-08-01
Series:International Journal of Electrical Power & Energy Systems
Subjects:
Real time power management
Model predictive control
Voltage regulation
DC microgrid
PV system
LSTM-TCN forecasting
Online Access:http://www.sciencedirect.com/science/article/pii/S0142061525003096
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