Sustainable Intelligent Energy Management System for Microgrid Using Multi-Agent Systems: A Case Study
Meryem Hamidi (),
Abdelhadi Raihani and
Omar Bouattane
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Meryem Hamidi: Electrical Engineering and Intelligent Systems Laboratory of ENSET, Hassan II University of Casablanca, Casablanca 20202, Morocco
Abdelhadi Raihani: Electrical Engineering and Intelligent Systems Laboratory of ENSET, Hassan II University of Casablanca, Casablanca 20202, Morocco
Omar Bouattane: Electrical Engineering and Intelligent Systems Laboratory of ENSET, Hassan II University of Casablanca, Casablanca 20202, Morocco
Sustainability, 2023, vol. 15, issue 16, 1-19
Abstract:
In this paper, a sustainable, intelligent energy management system for a microgrid based on a multi-agent system (MAS) is studied. The system is designed to address the challenges posed by the intermittence of renewable energy sources. Also, the system optimizes the use of available AC–DC renewable energy sources by utilizing load flexibility and the complementarity of renewable sources. To evaluate the effectiveness of this proposed multi-agent framework, a co-simulation using MATLAB and JADE platforms is conducted for a microgrid connected to the main grid. The results show that the proposed energy sharing system achieved over 82.34% of energy savings. This innovative solution has the potential to reduce the need for energy storage and improve energy efficiency while also reducing CO 2 emissions. It offers a promising sustainable development solution for managing and controlling MG. The proposed system contributes to the development of sustainable energy systems based on artificial intelligence to meet the global goals.
Keywords: sustainable; microgrid; multi-agent system (MAS); renewable energy; energy sharing; energy efficiency; sustainability development; artificial intelligence (search for similar items in EconPapers)
JEL-codes: O13 Q Q0 Q2 Q3 Q5 Q56 (search for similar items in EconPapers)
Date: 2023
References: View references in EconPapers View complete reference list from CitEc
Citations: View citations in EconPapers (2)
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Persistent link: https://EconPapers.repec.org/RePEc:gam:jsusta:v:15:y:2023:i:16:p:12546-:d:1219898
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