Optimal frequency regulation in multi-microgrid systems using federated learning

• 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
• Institution: Universiti Putra Malaysia

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...