International Journal of Electrical and Computer Engineering
Vol 12, No 2: April 2022

Microgrid energy management system for smart home using multi-agent system

Reda Jabeur (Hassan 1st University Settat)
youness Boujoudar (Sidi Mohamed Ben Abdullah University)
Mohamed Azeroual (Sidi Mohamed Ben Abdullah University)
Ayman Aljarbouh (University of Central Asia)
Najat Ouaaline (Hassan 1st University Settat)



Article Info

Publish Date
01 Apr 2022

Abstract

This paper proposes a multi-agent system for energy management in a microgrid for smart home applications, the microgrid comprises a photovoltaic source, battery energy storage, electrical loads, and an energy management system (EMS) based on smart agents. The microgrid can be connected to the grid or operating in island mode. All distributed sources are implemented using MATLAB/Simulink to simulate a dynamic model of each electrical component. The agent proposed can interact with each other to find the best strategy for energy management using the java agent development framework (JADE) simulator. Furthermore, the proposed agent framework is also validated through a different case study, the efficiency of the proposed approach to schedule local resources and energy management for microgrid is analyzed. The simulation results verify the efficacy of the proposed approach using Simulink/JADE co-simulation.

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Journal Info

Abbrev

IJECE

Publisher

Subject

Computer Science & IT Electrical & Electronics Engineering

Description

International Journal of Electrical and Computer Engineering (IJECE, ISSN: 2088-8708, a SCOPUS indexed Journal, SNIP: 1.001; SJR: 0.296; CiteScore: 0.99; SJR & CiteScore Q2 on both of the Electrical & Electronics Engineering, and Computer Science) is the official publication of the Institute of ...