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Smart Energy Management System: Design of a Smart Grid Test Bench for Educational Purposes

Author

Listed:
  • Oussama Laayati

    (Computer Science, Mechanical, Electronics and Telecommunication Laboratory (LMIET), Faculty of Sciences and Techniques (FST), Hassan First University of Settat (UH1), 577, Route de Casablanca, Settat 26000, Morocco
    Green Tech Institute (GTI), Mohammed VI Polytechnic University (UM6P), Lot 660, Hay Moulay Rachid, Ben Guerir 43150, Morocco)

  • Hicham El Hadraoui

    (Green Tech Institute (GTI), Mohammed VI Polytechnic University (UM6P), Lot 660, Hay Moulay Rachid, Ben Guerir 43150, Morocco)

  • Nasr Guennoui

    (Green Tech Institute (GTI), Mohammed VI Polytechnic University (UM6P), Lot 660, Hay Moulay Rachid, Ben Guerir 43150, Morocco)

  • Mostafa Bouzi

    (Computer Science, Mechanical, Electronics and Telecommunication Laboratory (LMIET), Faculty of Sciences and Techniques (FST), Hassan First University of Settat (UH1), 577, Route de Casablanca, Settat 26000, Morocco)

  • Ahmed Chebak

    (Green Tech Institute (GTI), Mohammed VI Polytechnic University (UM6P), Lot 660, Hay Moulay Rachid, Ben Guerir 43150, Morocco)

Abstract

The presented article aims to design an educational test bench setup for smart grids and renewable energies with multiple features and techniques used in a microgrid. The test bench is designed for students, laboratory engineers, and researchers, which enables electrical microgrid system studies and testing of new, advanced control algorithms to optimize the energy efficiency. The idea behind this work is to design hybrid energy sources, such as wind power, solar photovoltaic power, hydroelectric power, hydrogen energy, and different types of energy storage systems such as batteries, pumped storage, and flywheel, integrating different electrical loads. The user can visualize the state of the components of each emulated scenario through an open-source software that interacts and communicates using OPC Unified Architecture protocol. The researchers can test and validate new solutions to manage the energy behavior in the grid using machine learning and optimization algorithms integrated in the software in form of blocks that can be modified and improved, and then simulate the results. A model-based system of engineering is provided, which describes the different requirements and case studies of the designed test bench, respecting the open-source software and the frugal innovation features in which there is use of low-cost hardware and open-source software. The users obtain the opportunity to add new sources and new loads, change software platforms, and communicate with other simulators and equipment. The students can understand the different features of smart grids, such as defect classification, energy forecasting, energy optimization, and basics of production, transmission, and consumption.

Suggested Citation

  • Oussama Laayati & Hicham El Hadraoui & Nasr Guennoui & Mostafa Bouzi & Ahmed Chebak, 2022. "Smart Energy Management System: Design of a Smart Grid Test Bench for Educational Purposes," Energies, MDPI, vol. 15(7), pages 1-31, April.
  • Handle: RePEc:gam:jeners:v:15:y:2022:i:7:p:2702-:d:788256
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    References listed on IDEAS

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    1. Ullah, Kalim & Hafeez, Ghulam & Khan, Imran & Jan, Sadaqat & Javaid, Nadeem, 2021. "A multi-objective energy optimization in smart grid with high penetration of renewable energy sources," Applied Energy, Elsevier, vol. 299(C).
    2. Carlos Calderon & Andres Barrado & Alba Rodriguez & Pedro Alou & Antonio Lazaro & Cristina Fernandez & Pablo Zumel, 2018. "General Analysis of Switching Modes in a Dual Active Bridge with Triple Phase Shift Modulation," Energies, MDPI, vol. 11(9), pages 1-23, September.
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    Cited by:

    1. Hicham El Hadraoui & Mourad Zegrari & Fatima-Ezzahra Hammouch & Nasr Guennouni & Oussama Laayati & Ahmed Chebak, 2022. "Design of a Customizable Test Bench of an Electric Vehicle Powertrain for Learning Purposes Using Model-Based System Engineering," Sustainability, MDPI, vol. 14(17), pages 1-22, September.
    2. Anna Sobczak & Ewa Chomać-Pierzecka & Andrzej Kokiel & Monika Różycka & Jacek Stasiak & Dariusz Soboń, 2022. "Economic Conditions of Using Biodegradable Waste for Biogas Production, Using the Example of Poland and Germany," Energies, MDPI, vol. 15(14), pages 1-18, July.
    3. Geovane L. Reis & Danilo I. Brandao & João H. Oliveira & Lucas S. Araujo & Braz J. Cardoso Filho, 2022. "Case Study of Single-Controllable Microgrid: A Practical Implementation," Energies, MDPI, vol. 15(17), pages 1-22, September.
    4. Oussama Laayati & Hicham El Hadraoui & Adila El Magharaoui & Nabil El-Bazi & Mostafa Bouzi & Ahmed Chebak & Josep M. Guerrero, 2022. "An AI-Layered with Multi-Agent Systems Architecture for Prognostics Health Management of Smart Transformers: A Novel Approach for Smart Grid-Ready Energy Management Systems," Energies, MDPI, vol. 15(19), pages 1-28, October.
    5. Małgorzata Jastrzębska, 2022. "Installation’s Conception in the Field of Renewable Energy Sources for the Needs of the Silesian Botanical Garden," Energies, MDPI, vol. 15(18), pages 1-28, September.
    6. Adila El Maghraoui & Younes Ledmaoui & Oussama Laayati & Hicham El Hadraoui & Ahmed Chebak, 2022. "Smart Energy Management: A Comparative Study of Energy Consumption Forecasting Algorithms for an Experimental Open-Pit Mine," Energies, MDPI, vol. 15(13), pages 1-22, June.

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