Designing A Multi-Agent Mechanism For Energy Management In A Photovoltaic System
Journal Title: International Research Journal of Applied and Basic Sciences - Year 2014, Vol 8, Issue 1
Abstract
Several studies have been conducted on the energy management, but procedures performed on management have been less by the artificial intelligence algorithms. In the present study, we try to solve the management problem of an active load in a hybrid system consisting a grid, a photovoltaic, a battery and a super capacitor by using multi-agent systems. In this study, one of artificial intelligence algorithm, known as subsumption architecture, will be used for the management of agents, in which each energy source is considered as an agent and according to the priority of these agents, they fall into corresponding levels. In this system, each agent has the capability of making decision and can inform other agents through by a communication cable. Results of the simulation show that the proposed algorithm can well supply energy for loads and control voltage and also, this procedure reduces the need for fossil fuel energy sources.
Authors and Affiliations
Mansour Selseleh Jonban| Mechatronics Engineering Department, Ahar Branch, Islamic Azad University, Ahar, Iran, email: m-selselehjonban@iau-ahar.ac.ir, Javad Javidan| Electrical Engineering Department, Faculty of Engineering, University of MohagheghArdebili, Ardabil, Iran, Adel Akbarimajd| Electrical Engineering Department, Faculty of Engineering, University of MohagheghArdebili, Ardabil, Iran
Keywords
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