Enhanced Intelligent Energy Management System for a Renewable Energy-based AC Microgrid

This paper proposes an enhanced energy management system (EEMS) for a residential AC microgrid. The renewable energy-based AC microgrid with hybrid energy storage is broken down into three distinct parts: a photovoltaic (PV) array as a green energy source, a battery (BT) and a supercapacitor (SC) as...

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Main Authors: Mehdi Dhifli, Abderezak Lashab, Josep M. Guerrero, Abdullah Abusorrah, Yusuf A. Al-Turki, Adnane Cherif
Format: Article
Language:English
Published: MDPI AG 2020-06-01
Series:Energies
Subjects:
Online Access:https://www.mdpi.com/1996-1073/13/12/3268
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spelling doaj-35fbd6b73c5b472dbdbb934da5a380672020-11-25T03:37:02ZengMDPI AGEnergies1996-10732020-06-01133268326810.3390/en13123268Enhanced Intelligent Energy Management System for a Renewable Energy-based AC MicrogridMehdi Dhifli0Abderezak Lashab1Josep M. Guerrero2Abdullah Abusorrah3Yusuf A. Al-Turki4Adnane Cherif5Research Unite of Processing and Analysis of Electrical and Energetic Systems, University Tunis El-Manar, Tunis 2092, TunisiaCenter for Research on Microgrids (CROM), Department of Energy Technology, Aalborg University, 9220 Aalborg East, DenmarkCenter for Research on Microgrids (CROM), Department of Energy Technology, Aalborg University, 9220 Aalborg East, DenmarkCenter of Research Excellence in Renewable Energy and Power Systems, Department of Electrical and Computer Engineering, Faculty of Engineering, K. A. CARE Energy Research and Innovation Center, King Abdulaziz University, Jeddah 21589, Saudi ArabiaCenter of Research Excellence in Renewable Energy and Power Systems, Department of Electrical and Computer Engineering, Faculty of Engineering, K. A. CARE Energy Research and Innovation Center, King Abdulaziz University, Jeddah 21589, Saudi ArabiaResearch Unite of Processing and Analysis of Electrical and Energetic Systems, University Tunis El-Manar, Tunis 2092, TunisiaThis paper proposes an enhanced energy management system (EEMS) for a residential AC microgrid. The renewable energy-based AC microgrid with hybrid energy storage is broken down into three distinct parts: a photovoltaic (PV) array as a green energy source, a battery (BT) and a supercapacitor (SC) as a hybrid energy storage system (HESS), and apartments and electric vehicles, given that the system is for residential areas. The developed EEMS ensures the optimal use of the PV arrays’ production, aiming to decrease electricity bills while reducing fast power changes in the battery, which increases the reliability of the system, since the battery undergoes fewer charging/discharging cycles. The proposed EEMS is a hybrid control strategy, which is composed of two stages: a state machine (SM) control to ensure the optimal operation of the battery, and an operating mode (OM) for the best operation of the SC. The obtained results show that the EEMS successfully involves SC during fast load and PV generation changes by decreasing the number of BT charging/discharging cycles, which significantly increases the system’s life span. Moreover, power loss is decreased during passing clouds phases by decreasing the power error between the extracted power by the sources and the required equivalent; the improvement in efficiency reaches 9.5%.https://www.mdpi.com/1996-1073/13/12/3268enhanced energy management systemrenewable energymicrogridLi-ion batterysuper-capacitorphotovoltaic
collection DOAJ
language English
format Article
sources DOAJ
author Mehdi Dhifli
Abderezak Lashab
Josep M. Guerrero
Abdullah Abusorrah
Yusuf A. Al-Turki
Adnane Cherif
spellingShingle Mehdi Dhifli
Abderezak Lashab
Josep M. Guerrero
Abdullah Abusorrah
Yusuf A. Al-Turki
Adnane Cherif
Enhanced Intelligent Energy Management System for a Renewable Energy-based AC Microgrid
Energies
enhanced energy management system
renewable energy
microgrid
Li-ion battery
super-capacitor
photovoltaic
author_facet Mehdi Dhifli
Abderezak Lashab
Josep M. Guerrero
Abdullah Abusorrah
Yusuf A. Al-Turki
Adnane Cherif
author_sort Mehdi Dhifli
title Enhanced Intelligent Energy Management System for a Renewable Energy-based AC Microgrid
title_short Enhanced Intelligent Energy Management System for a Renewable Energy-based AC Microgrid
title_full Enhanced Intelligent Energy Management System for a Renewable Energy-based AC Microgrid
title_fullStr Enhanced Intelligent Energy Management System for a Renewable Energy-based AC Microgrid
title_full_unstemmed Enhanced Intelligent Energy Management System for a Renewable Energy-based AC Microgrid
title_sort enhanced intelligent energy management system for a renewable energy-based ac microgrid
publisher MDPI AG
series Energies
issn 1996-1073
publishDate 2020-06-01
description This paper proposes an enhanced energy management system (EEMS) for a residential AC microgrid. The renewable energy-based AC microgrid with hybrid energy storage is broken down into three distinct parts: a photovoltaic (PV) array as a green energy source, a battery (BT) and a supercapacitor (SC) as a hybrid energy storage system (HESS), and apartments and electric vehicles, given that the system is for residential areas. The developed EEMS ensures the optimal use of the PV arrays’ production, aiming to decrease electricity bills while reducing fast power changes in the battery, which increases the reliability of the system, since the battery undergoes fewer charging/discharging cycles. The proposed EEMS is a hybrid control strategy, which is composed of two stages: a state machine (SM) control to ensure the optimal operation of the battery, and an operating mode (OM) for the best operation of the SC. The obtained results show that the EEMS successfully involves SC during fast load and PV generation changes by decreasing the number of BT charging/discharging cycles, which significantly increases the system’s life span. Moreover, power loss is decreased during passing clouds phases by decreasing the power error between the extracted power by the sources and the required equivalent; the improvement in efficiency reaches 9.5%.
topic enhanced energy management system
renewable energy
microgrid
Li-ion battery
super-capacitor
photovoltaic
url https://www.mdpi.com/1996-1073/13/12/3268
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