Optimal frequency regulation in multi-microgrid systems using federated learning

This paper proposes a Federated Learning-based Zeroing Neural Network (FL-ZNN) tuned optimal proportional-integral-derivative (PID) control strategy for frequency control of Multi-Microgrid (MMG) system. The proposed FL-ZNN technique employs a distributed learning approach that allows each neuron to...

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Bibliographic Details
Main Authors: Irudayaraj, Andrew Xavier Raj, Abdul Wahab, Noor Izzri, Veerasamy, Veerapandiyan, Premkumar, Manoharan, Ramachandaramurthy, Vigna K., Gooi, Hoay Beng
Format: Conference or Workshop Item
Published: IEEE 2023
Online Access:http://psasir.upm.edu.my/id/eprint/37573/
https://ieeexplore.ieee.org/document/10150045
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Institution: Universiti Putra Malaysia