Multi-Verse Optimizer for LFO Damping in Single Machine Infinite Bus Power Networks

Abdul Majid Hasan; Md Rashidul Islam; Md Shafiullah; Md Burhan Uddin

doi:10.1109/ICAEEE54957.2022.9836356

Multi-Verse Optimizer for LFO Damping in Single Machine Infinite Bus Power Networks

Abdul Majid Hasan
, Md Rashidul Islam
, Md Shafiullah
, Md Burhan Uddin

Interdisciplinary Research Center for Sustainable Energy Systems

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

5 Scopus citations

Abstract

The power system is an extremely nonlinear structure with complicated characteristics. Power networks are electrically intertwined and they are susceptible caused by disruptions in anyone part of the system. In fact, low frequency oscillations (LFOs) caused by minor perturbations in any portion of the network might bring the entire system down. With the appropriate parameter settings, the power system stabilizer (PSS) effectively reduces these oscillations. This paper proposes a completely unique nature algorithm, to tune PID and Lead-Lag based controller using Multi-Verse Optimizer (MVO) for SMIB system to control LFOs by improving power system damping. By comparing simulation results with fixed gain traditional PSS, the performance of the MVO tuned PSS is analyzed. Furthermore, comparing between MVO and Genetic Algorithm based tuned PSS, eigenvalues and the damping ratio of the same network were evaluated.

Original language	English
Title of host publication	2022 International Conference on Advancement in Electrical and Electronic Engineering, ICAEEE 2022
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9781665469449
DOIs	https://doi.org/10.1109/ICAEEE54957.2022.9836356
State	Published - 2022

Publication series

Name	2022 International Conference on Advancement in Electrical and Electronic Engineering, ICAEEE 2022

Bibliographical note

Publisher Copyright:
© 2022 IEEE.

Keywords

Controller
LFO
MVO
Modal Analysis
Optimization
Power System Stabilizer
Single Machine Infinite Bus

ASJC Scopus subject areas

Artificial Intelligence
Computer Networks and Communications
Computer Science Applications
Electrical and Electronic Engineering
Instrumentation

Access to Document

10.1109/ICAEEE54957.2022.9836356

Cite this

Hasan, A. M., Islam, M. R., Shafiullah, M., & Uddin, M. B. (2022). Multi-Verse Optimizer for LFO Damping in Single Machine Infinite Bus Power Networks. In 2022 International Conference on Advancement in Electrical and Electronic Engineering, ICAEEE 2022 (2022 International Conference on Advancement in Electrical and Electronic Engineering, ICAEEE 2022). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICAEEE54957.2022.9836356

Hasan, Abdul Majid ; Islam, Md Rashidul ; Shafiullah, Md et al. / Multi-Verse Optimizer for LFO Damping in Single Machine Infinite Bus Power Networks. 2022 International Conference on Advancement in Electrical and Electronic Engineering, ICAEEE 2022. Institute of Electrical and Electronics Engineers Inc., 2022. (2022 International Conference on Advancement in Electrical and Electronic Engineering, ICAEEE 2022).

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title = "Multi-Verse Optimizer for LFO Damping in Single Machine Infinite Bus Power Networks",

abstract = "The power system is an extremely nonlinear structure with complicated characteristics. Power networks are electrically intertwined and they are susceptible caused by disruptions in anyone part of the system. In fact, low frequency oscillations (LFOs) caused by minor perturbations in any portion of the network might bring the entire system down. With the appropriate parameter settings, the power system stabilizer (PSS) effectively reduces these oscillations. This paper proposes a completely unique nature algorithm, to tune PID and Lead-Lag based controller using Multi-Verse Optimizer (MVO) for SMIB system to control LFOs by improving power system damping. By comparing simulation results with fixed gain traditional PSS, the performance of the MVO tuned PSS is analyzed. Furthermore, comparing between MVO and Genetic Algorithm based tuned PSS, eigenvalues and the damping ratio of the same network were evaluated.",

keywords = "Controller, LFO, MVO, Modal Analysis, Optimization, Power System Stabilizer, Single Machine Infinite Bus",

author = "Hasan, \{Abdul Majid\} and Islam, \{Md Rashidul\} and Md Shafiullah and Uddin, \{Md Burhan\}",

note = "Publisher Copyright: {\textcopyright} 2022 IEEE.",

year = "2022",

doi = "10.1109/ICAEEE54957.2022.9836356",

language = "English",

series = "2022 International Conference on Advancement in Electrical and Electronic Engineering, ICAEEE 2022",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

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Hasan, AM, Islam, MR, Shafiullah, M & Uddin, MB 2022, Multi-Verse Optimizer for LFO Damping in Single Machine Infinite Bus Power Networks. in 2022 International Conference on Advancement in Electrical and Electronic Engineering, ICAEEE 2022. 2022 International Conference on Advancement in Electrical and Electronic Engineering, ICAEEE 2022, Institute of Electrical and Electronics Engineers Inc. https://doi.org/10.1109/ICAEEE54957.2022.9836356

Multi-Verse Optimizer for LFO Damping in Single Machine Infinite Bus Power Networks. / Hasan, Abdul Majid; Islam, Md Rashidul; Shafiullah, Md et al.
2022 International Conference on Advancement in Electrical and Electronic Engineering, ICAEEE 2022. Institute of Electrical and Electronics Engineers Inc., 2022. (2022 International Conference on Advancement in Electrical and Electronic Engineering, ICAEEE 2022).

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

TY - GEN

T1 - Multi-Verse Optimizer for LFO Damping in Single Machine Infinite Bus Power Networks

AU - Hasan, Abdul Majid

AU - Islam, Md Rashidul

AU - Shafiullah, Md

AU - Uddin, Md Burhan

PY - 2022

Y1 - 2022

N2 - The power system is an extremely nonlinear structure with complicated characteristics. Power networks are electrically intertwined and they are susceptible caused by disruptions in anyone part of the system. In fact, low frequency oscillations (LFOs) caused by minor perturbations in any portion of the network might bring the entire system down. With the appropriate parameter settings, the power system stabilizer (PSS) effectively reduces these oscillations. This paper proposes a completely unique nature algorithm, to tune PID and Lead-Lag based controller using Multi-Verse Optimizer (MVO) for SMIB system to control LFOs by improving power system damping. By comparing simulation results with fixed gain traditional PSS, the performance of the MVO tuned PSS is analyzed. Furthermore, comparing between MVO and Genetic Algorithm based tuned PSS, eigenvalues and the damping ratio of the same network were evaluated.

AB - The power system is an extremely nonlinear structure with complicated characteristics. Power networks are electrically intertwined and they are susceptible caused by disruptions in anyone part of the system. In fact, low frequency oscillations (LFOs) caused by minor perturbations in any portion of the network might bring the entire system down. With the appropriate parameter settings, the power system stabilizer (PSS) effectively reduces these oscillations. This paper proposes a completely unique nature algorithm, to tune PID and Lead-Lag based controller using Multi-Verse Optimizer (MVO) for SMIB system to control LFOs by improving power system damping. By comparing simulation results with fixed gain traditional PSS, the performance of the MVO tuned PSS is analyzed. Furthermore, comparing between MVO and Genetic Algorithm based tuned PSS, eigenvalues and the damping ratio of the same network were evaluated.

KW - Controller

KW - LFO

KW - MVO

KW - Modal Analysis

KW - Optimization

KW - Power System Stabilizer

KW - Single Machine Infinite Bus

UR - https://www.scopus.com/pages/publications/85136229094

U2 - 10.1109/ICAEEE54957.2022.9836356

DO - 10.1109/ICAEEE54957.2022.9836356

M3 - Conference contribution

AN - SCOPUS:85136229094

T3 - 2022 International Conference on Advancement in Electrical and Electronic Engineering, ICAEEE 2022

BT - 2022 International Conference on Advancement in Electrical and Electronic Engineering, ICAEEE 2022

PB - Institute of Electrical and Electronics Engineers Inc.

ER -

Hasan AM, Islam MR, Shafiullah M, Uddin MB. Multi-Verse Optimizer for LFO Damping in Single Machine Infinite Bus Power Networks. In 2022 International Conference on Advancement in Electrical and Electronic Engineering, ICAEEE 2022. Institute of Electrical and Electronics Engineers Inc. 2022. (2022 International Conference on Advancement in Electrical and Electronic Engineering, ICAEEE 2022). doi: 10.1109/ICAEEE54957.2022.9836356

Multi-Verse Optimizer for LFO Damping in Single Machine Infinite Bus Power Networks

Abstract

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Keywords

ASJC Scopus subject areas

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