Hierarchical Fuzzy Logic Controller for Islanded DC Microgrids with HESS

Youssef Awda; Maad Alowaifeer; Mohammad A. Abido

doi:10.1109/APPEEC53445.2022.10072279

Hierarchical Fuzzy Logic Controller for Islanded DC Microgrids with HESS

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

Battery energy storage systems (BESSs) are integral portions of islanded microgrids. The efficiency and life span of such batteries highly depend on the charging/discharging profile of the battery. In this paper, we propose a hierarchical control algorithm to control the operation of a hybrid system. The system under consideration is an islanded DC-microgrid composed of Li-ion batteries (LIB), supercapacitors (SC), and PV arrays. The control algorithm consists of two layers: A) a supervisory layer overseeing the states of all controllable devices and is based on fuzzy logic control, and b) a local control layer for each device based on PI control. The goal of the algorithm is to achieve a stable DC-bus voltage despite the rapid changes in states from the variability of the load and PV. In addition, it determines the power flow of each component of the microgrid considering the high response of the SC to save the battery from over-discharging.

Original language	English
Title of host publication	2022 IEEE PES 14th Asia-Pacific Power and Energy Engineering Conference, APPEEC 2022
Publisher	IEEE Computer Society
ISBN (Electronic)	9781665467384
DOIs	https://doi.org/10.1109/APPEEC53445.2022.10072279
State	Published - 2022
Event	14th IEEE PES Asia-Pacific Power and Energy Engineering Conference, APPEEC 2022 - Melbourne, Australia Duration: 20 Nov 2022 → 23 Nov 2022

Publication series

Name	Asia-Pacific Power and Energy Engineering Conference, APPEEC
Volume	2022-November
ISSN (Print)	2157-4839
ISSN (Electronic)	2157-4847

Conference

Conference	14th IEEE PES Asia-Pacific Power and Energy Engineering Conference, APPEEC 2022
Country/Territory	Australia
City	Melbourne
Period	20/11/22 → 23/11/22

Bibliographical note

Publisher Copyright:
© 2022 IEEE.

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 7 Affordable and Clean Energy

Keywords

HESS
energy management
intelligent control
power electronics
renewable energy

ASJC Scopus subject areas

Energy Engineering and Power Technology

Access to Document

10.1109/APPEEC53445.2022.10072279

Cite this

@inproceedings{5aa290c934234e6ba07f640ac16b34d1,

title = "Hierarchical Fuzzy Logic Controller for Islanded DC Microgrids with HESS",

abstract = "Battery energy storage systems (BESSs) are integral portions of islanded microgrids. The efficiency and life span of such batteries highly depend on the charging/discharging profile of the battery. In this paper, we propose a hierarchical control algorithm to control the operation of a hybrid system. The system under consideration is an islanded DC-microgrid composed of Li-ion batteries (LIB), supercapacitors (SC), and PV arrays. The control algorithm consists of two layers: A) a supervisory layer overseeing the states of all controllable devices and is based on fuzzy logic control, and b) a local control layer for each device based on PI control. The goal of the algorithm is to achieve a stable DC-bus voltage despite the rapid changes in states from the variability of the load and PV. In addition, it determines the power flow of each component of the microgrid considering the high response of the SC to save the battery from over-discharging.",

keywords = "HESS, energy management, intelligent control, power electronics, renewable energy",

author = "Youssef Awda and Maad Alowaifeer and Abido, \{Mohammad A.\}",

note = "Publisher Copyright: {\textcopyright} 2022 IEEE.; 14th IEEE PES Asia-Pacific Power and Energy Engineering Conference, APPEEC 2022 ; Conference date: 20-11-2022 Through 23-11-2022",

year = "2022",

doi = "10.1109/APPEEC53445.2022.10072279",

language = "English",

series = "Asia-Pacific Power and Energy Engineering Conference, APPEEC",

publisher = "IEEE Computer Society",

booktitle = "2022 IEEE PES 14th Asia-Pacific Power and Energy Engineering Conference, APPEEC 2022",

address = "United States",

}

Awda, Y, Alowaifeer, M & Abido, MA 2022, Hierarchical Fuzzy Logic Controller for Islanded DC Microgrids with HESS. in 2022 IEEE PES 14th Asia-Pacific Power and Energy Engineering Conference, APPEEC 2022. Asia-Pacific Power and Energy Engineering Conference, APPEEC, vol. 2022-November, IEEE Computer Society, 14th IEEE PES Asia-Pacific Power and Energy Engineering Conference, APPEEC 2022, Melbourne, Australia, 20/11/22. https://doi.org/10.1109/APPEEC53445.2022.10072279

Hierarchical Fuzzy Logic Controller for Islanded DC Microgrids with HESS. / Awda, Youssef; Alowaifeer, Maad ; Abido, Mohammad A.
2022 IEEE PES 14th Asia-Pacific Power and Energy Engineering Conference, APPEEC 2022. IEEE Computer Society, 2022. (Asia-Pacific Power and Energy Engineering Conference, APPEEC; Vol. 2022-November).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Hierarchical Fuzzy Logic Controller for Islanded DC Microgrids with HESS

AU - Awda, Youssef

AU - Alowaifeer, Maad

AU - Abido, Mohammad A.

PY - 2022

Y1 - 2022

N2 - Battery energy storage systems (BESSs) are integral portions of islanded microgrids. The efficiency and life span of such batteries highly depend on the charging/discharging profile of the battery. In this paper, we propose a hierarchical control algorithm to control the operation of a hybrid system. The system under consideration is an islanded DC-microgrid composed of Li-ion batteries (LIB), supercapacitors (SC), and PV arrays. The control algorithm consists of two layers: A) a supervisory layer overseeing the states of all controllable devices and is based on fuzzy logic control, and b) a local control layer for each device based on PI control. The goal of the algorithm is to achieve a stable DC-bus voltage despite the rapid changes in states from the variability of the load and PV. In addition, it determines the power flow of each component of the microgrid considering the high response of the SC to save the battery from over-discharging.

AB - Battery energy storage systems (BESSs) are integral portions of islanded microgrids. The efficiency and life span of such batteries highly depend on the charging/discharging profile of the battery. In this paper, we propose a hierarchical control algorithm to control the operation of a hybrid system. The system under consideration is an islanded DC-microgrid composed of Li-ion batteries (LIB), supercapacitors (SC), and PV arrays. The control algorithm consists of two layers: A) a supervisory layer overseeing the states of all controllable devices and is based on fuzzy logic control, and b) a local control layer for each device based on PI control. The goal of the algorithm is to achieve a stable DC-bus voltage despite the rapid changes in states from the variability of the load and PV. In addition, it determines the power flow of each component of the microgrid considering the high response of the SC to save the battery from over-discharging.

KW - HESS

KW - energy management

KW - intelligent control

KW - power electronics

KW - renewable energy

UR - https://www.scopus.com/pages/publications/85151921052

U2 - 10.1109/APPEEC53445.2022.10072279

DO - 10.1109/APPEEC53445.2022.10072279

M3 - Conference contribution

AN - SCOPUS:85151921052

T3 - Asia-Pacific Power and Energy Engineering Conference, APPEEC

BT - 2022 IEEE PES 14th Asia-Pacific Power and Energy Engineering Conference, APPEEC 2022

PB - IEEE Computer Society

T2 - 14th IEEE PES Asia-Pacific Power and Energy Engineering Conference, APPEEC 2022

Y2 - 20 November 2022 through 23 November 2022

ER -

Hierarchical Fuzzy Logic Controller for Islanded DC Microgrids with HESS

Abstract

Publication series

Conference

Bibliographical note

UN SDGs

Keywords

ASJC Scopus subject areas

Access to Document

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Cite this