International Journal of Applied Power Engineering (IJAPE)
Vol 15, No 2: June 2026

Optimizing real-time energy control in hybrid low-voltage microgrids using a multi-agent approach

Doha El Hafiane (Hassan II University of Casablanca)
Abdelmounime El Magri (Hassan II University of Casablanca)
Ilyass El Myasse (Hassan II University of Casablanca)
Adil Mansouri (Hassan II University of Casablanca)
Rachid Lajouad (Hassan II University of Casablanca)



Article Info

Publish Date
01 Jun 2026

Abstract

This research proposes a real-time framework for energy management and control in hybrid low-voltage microgrids (LVMGs) through multi-agent systems (MAS). The proposed framework enables decentralized and autonomous coordination among renewable energy sources, energy storage systems, loads, and the utility grid to dynamically optimize power flows under varying operating conditions. Each agent adjusts its setpoints using local information while cooperating with other agents to achieve global objectives. The MAS is implemented using The Java Agent Development Framework (JADE) and co-simulated with MATLAB/Simulink to accurately represent the microgrid’s physical behavior. Simulation results under grid-connected and islanded modes demonstrate that the proposed approach increases renewable energy utilization by up to 10% and reduces total energy costs by 7.6% compared to conventional centralized control schemes. Moreover, the system exhibits strong adaptability and robustness in the presence of renewable intermittency and load fluctuations, ensuring reliable real-time operation. These results confirm that MAS-based control provides an effective, scalable, and resilient solution for real-time energy management in hybrid LVMGs.

Copyrights © 2026






Journal Info

Abbrev

IJAPE

Publisher

Subject

Electrical & Electronics Engineering

Description

International Journal of Applied Power Engineering (IJAPE) focuses on the applied works in the areas of power generation, transmission and distribution, sustainable energy, applications of power control in large power systems, etc. The main objective of IJAPE is to bring out the latest practices in ...