IAES International Journal of Artificial Intelligence (IJ-AI)
Vol 10, No 1: March 2021

A simulation energy management system of a multi-source renewable energy based on multi agent system

Aoukach Basma (Hassan II University, faculty of sciences and techniques mohammedia)
Oukarfi Benyounes (Hassan II University, faculty of sciences and techniques mohammedia)



Article Info

Publish Date
01 Mar 2021

Abstract

The intermittent nature of renewable energies sources makes their control difficult. One of the solutions to overcome this handicap is to promote hybridization (multi-source system). To ensure continuity of service, a storage system must be coupled to the system. To do so, artificial intelligence based models are developed to respond optimally to the dilemma of energy supply and demand. These models allow the management of the energy flow between the sources (photovoltaic, wind, battery, super capacitor, and generator) and the variable loads by controlling electronic switches according to the availability of the sources. The artificial intelligence algorithm used in this study is multi agent system (MAS). The simulation results and validation tests shows the effectivenes of the proposed approach.

Copyrights © 2021






Journal Info

Abbrev

IJAI

Publisher

Subject

Computer Science & IT Engineering

Description

IAES International Journal of Artificial Intelligence (IJ-AI) publishes articles in the field of artificial intelligence (AI). The scope covers all artificial intelligence area and its application in the following topics: neural networks; fuzzy logic; simulated biological evolution algorithms (like ...