Fuzzy Logic-Based Energy Management System for an AC Microgrid

被引：1

作者：

Rahmouni, Ayoub ^{[1
]}

Yousfi, Driss ^{[1
]}

Bachiri, Mohammed ^{[1
]}

Bakhouya, Mohamed ^{[2
]}

Rochd, Abdelilah ^{[3
]}

机构：

[1] Univ Mohammed Premier Oujda, Natl Sch Appl Sci, ESETI Lab, Oujda, Morocco

[2] Int Univ Rabat, Coll Engn & Architecture, LERMA Lab, El Jadida 11100, Morocco

[3] Green Energy Pk GEP, Benguerir, Morocco

来源：

DIGITAL TECHNOLOGIES AND APPLICATIONS, ICDTA 2024, VOL 4 | 2024年 / 1101卷

关键词：

MG-FARM; Microgrid; Smart city; Fuzzy logic; Energy management system; Prototype; Homer Pro; Matlab/Simulink; Photovoltaic; STATE;

D O I：

10.1007/978-3-031-68675-7_41

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

Microgrids, as decentralized production systems, are attracting increasing interest due to their greater efficiency and reliability, helping to redefine the way we approach the transition to cleaner energy. At the same time, sustainable energy resources such as solar, wind, hydro, etc. are positioning themselves as indispensable pillars in this evolution towards a more sustainable energy future. This study focuses on sizing and energy management for an AC microgrid. The system integrates a photovoltaic (PV) source, energy storage sources (ESS) and the distribution grid as a backup source. The main objective is to propose an approach to energy management using fuzzy logic to ensure stable energy distribution between renewable sources and loads, guaranteeing an efficient, sustainable and reliable power supply. A dimensional analysis was carried out using Homer Pro software for the region of Oujda, Morocco, followed by a temporal simulation in the Matlab/Simulink environment. This simulation confirmed the ability of themicrogrid to operate safely, while guaranteeing the efficiency of the energy management system employed. Parameters such as photovoltaic energy availability, load demand, and battery state of charge are taken into account to optimize the power supply. This research makes a significant contribution by demonstrating the viability of an AC microgrid and developing an energy management system that will be implemented in a future scaled-down laboratory prototype.

引用

页码：434 / 443

页数：10

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