Load Frequency Control of Hybrid Power System Using Marine Predator Algorithm Tuned Cascaded Controller

Muhannnad Inshal Shahzad; Muhammad Majid Gulzar; Aqsa Shahzad; Ahlam Jameel; Adnan Shakoor; Salman Habib

doi:10.1109/ICRERA62673.2024.10815456

Load Frequency Control of Hybrid Power System Using Marine Predator Algorithm Tuned Cascaded Controller

Muhannnad Inshal Shahzad, Muhammad Majid Gulzar^*, Aqsa Shahzad, Ahlam Jameel, Adnan Shakoor, Salman Habib

^*Corresponding author for this work

Department of Control and Instrumentation Engineering

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

1 Scopus citations

Abstract

The load frequency Control (LFC) problem in multi-area power systems is very common whenFtable RES are added to the power grid because of their irregular behavior. Renewable energy combined with a thermal generator makes a multi-area power system. As renewable sources are not stable, that's why they are attached to conventional sources to complete the load demand. This paper implemented a sophisticated control technique known as the Marine Predator Algorithm (MPA) in conjunction with PID_n for LFC of the interconnected power system. By using the MPA control technique, their behavior to locate and capture prey helps to effectively encounter frequency fluctuations in the power system. Different controllers, like GA-PI, FFA-PI, and ABC-PID_n, have been analyzed in this study and compared with the proposed technique to show the superiority of the proposed technique.

Original language	English
Title of host publication	13th International Conference on Renewable Energy Research and Applications, ICRERA 2024
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	946-951
Number of pages	6
ISBN (Electronic)	9798350375589
DOIs	https://doi.org/10.1109/ICRERA62673.2024.10815456
State	Published - 2024
Event	13th International Conference on Renewable Energy Research and Applications, ICRERA 2024 - Nagasaki, Japan Duration: 9 Nov 2024 → 13 Nov 2024

Publication series

Name	13th International Conference on Renewable Energy Research and Applications, ICRERA 2024

Conference

Conference	13th International Conference on Renewable Energy Research and Applications, ICRERA 2024
Country/Territory	Japan
City	Nagasaki
Period	9/11/24 → 13/11/24

Bibliographical note

Publisher Copyright:
© 2024 IEEE.

Keywords

Hybrid system
Load frequency control
Marine predator algorithm
Renewable energy sources

ASJC Scopus subject areas

Electrical and Electronic Engineering
Safety, Risk, Reliability and Quality
Control and Optimization
Energy Engineering and Power Technology
Renewable Energy, Sustainability and the Environment

UN SDGs

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

Access to Document

10.1109/ICRERA62673.2024.10815456

Cite this

Shahzad, M. I., Gulzar, M. M., Shahzad, A., Jameel, A., Shakoor, A., & Habib, S. (2024). Load Frequency Control of Hybrid Power System Using Marine Predator Algorithm Tuned Cascaded Controller. In 13th International Conference on Renewable Energy Research and Applications, ICRERA 2024 (pp. 946-951). (13th International Conference on Renewable Energy Research and Applications, ICRERA 2024). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICRERA62673.2024.10815456

Shahzad, Muhannnad Inshal ; Gulzar, Muhammad Majid ; Shahzad, Aqsa et al. / Load Frequency Control of Hybrid Power System Using Marine Predator Algorithm Tuned Cascaded Controller. 13th International Conference on Renewable Energy Research and Applications, ICRERA 2024. Institute of Electrical and Electronics Engineers Inc., 2024. pp. 946-951 (13th International Conference on Renewable Energy Research and Applications, ICRERA 2024).

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title = "Load Frequency Control of Hybrid Power System Using Marine Predator Algorithm Tuned Cascaded Controller",

abstract = "The load frequency Control (LFC) problem in multi-area power systems is very common whenFtable RES are added to the power grid because of their irregular behavior. Renewable energy combined with a thermal generator makes a multi-area power system. As renewable sources are not stable, that's why they are attached to conventional sources to complete the load demand. This paper implemented a sophisticated control technique known as the Marine Predator Algorithm (MPA) in conjunction with PIDn for LFC of the interconnected power system. By using the MPA control technique, their behavior to locate and capture prey helps to effectively encounter frequency fluctuations in the power system. Different controllers, like GA-PI, FFA-PI, and ABC-PIDn, have been analyzed in this study and compared with the proposed technique to show the superiority of the proposed technique.",

keywords = "Hybrid system, Load frequency control, Marine predator algorithm, Renewable energy sources",

author = "Shahzad, \{Muhannnad Inshal\} and Gulzar, \{Muhammad Majid\} and Aqsa Shahzad and Ahlam Jameel and Adnan Shakoor and Salman Habib",

note = "Publisher Copyright: {\textcopyright} 2024 IEEE.; 13th International Conference on Renewable Energy Research and Applications, ICRERA 2024 ; Conference date: 09-11-2024 Through 13-11-2024",

year = "2024",

doi = "10.1109/ICRERA62673.2024.10815456",

language = "English",

series = "13th International Conference on Renewable Energy Research and Applications, ICRERA 2024",

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Shahzad, MI, Gulzar, MM, Shahzad, A, Jameel, A, Shakoor, A & Habib, S 2024, Load Frequency Control of Hybrid Power System Using Marine Predator Algorithm Tuned Cascaded Controller. in 13th International Conference on Renewable Energy Research and Applications, ICRERA 2024. 13th International Conference on Renewable Energy Research and Applications, ICRERA 2024, Institute of Electrical and Electronics Engineers Inc., pp. 946-951, 13th International Conference on Renewable Energy Research and Applications, ICRERA 2024, Nagasaki, Japan, 9/11/24. https://doi.org/10.1109/ICRERA62673.2024.10815456

Load Frequency Control of Hybrid Power System Using Marine Predator Algorithm Tuned Cascaded Controller. / Shahzad, Muhannnad Inshal; Gulzar, Muhammad Majid; Shahzad, Aqsa et al.
13th International Conference on Renewable Energy Research and Applications, ICRERA 2024. Institute of Electrical and Electronics Engineers Inc., 2024. p. 946-951 (13th International Conference on Renewable Energy Research and Applications, ICRERA 2024).

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

TY - GEN

T1 - Load Frequency Control of Hybrid Power System Using Marine Predator Algorithm Tuned Cascaded Controller

AU - Shahzad, Muhannnad Inshal

AU - Gulzar, Muhammad Majid

AU - Shahzad, Aqsa

AU - Jameel, Ahlam

AU - Shakoor, Adnan

AU - Habib, Salman

PY - 2024

Y1 - 2024

N2 - The load frequency Control (LFC) problem in multi-area power systems is very common whenFtable RES are added to the power grid because of their irregular behavior. Renewable energy combined with a thermal generator makes a multi-area power system. As renewable sources are not stable, that's why they are attached to conventional sources to complete the load demand. This paper implemented a sophisticated control technique known as the Marine Predator Algorithm (MPA) in conjunction with PIDn for LFC of the interconnected power system. By using the MPA control technique, their behavior to locate and capture prey helps to effectively encounter frequency fluctuations in the power system. Different controllers, like GA-PI, FFA-PI, and ABC-PIDn, have been analyzed in this study and compared with the proposed technique to show the superiority of the proposed technique.

AB - The load frequency Control (LFC) problem in multi-area power systems is very common whenFtable RES are added to the power grid because of their irregular behavior. Renewable energy combined with a thermal generator makes a multi-area power system. As renewable sources are not stable, that's why they are attached to conventional sources to complete the load demand. This paper implemented a sophisticated control technique known as the Marine Predator Algorithm (MPA) in conjunction with PIDn for LFC of the interconnected power system. By using the MPA control technique, their behavior to locate and capture prey helps to effectively encounter frequency fluctuations in the power system. Different controllers, like GA-PI, FFA-PI, and ABC-PIDn, have been analyzed in this study and compared with the proposed technique to show the superiority of the proposed technique.

KW - Hybrid system

KW - Load frequency control

KW - Marine predator algorithm

KW - Renewable energy sources

UR - https://www.scopus.com/pages/publications/85217174906

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DO - 10.1109/ICRERA62673.2024.10815456

M3 - Conference contribution

AN - SCOPUS:85217174906

T3 - 13th International Conference on Renewable Energy Research and Applications, ICRERA 2024

SP - 946

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BT - 13th International Conference on Renewable Energy Research and Applications, ICRERA 2024

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 13th International Conference on Renewable Energy Research and Applications, ICRERA 2024

Y2 - 9 November 2024 through 13 November 2024

ER -

Shahzad MI, Gulzar MM, Shahzad A, Jameel A, Shakoor A , Habib S. Load Frequency Control of Hybrid Power System Using Marine Predator Algorithm Tuned Cascaded Controller. In 13th International Conference on Renewable Energy Research and Applications, ICRERA 2024. Institute of Electrical and Electronics Engineers Inc. 2024. p. 946-951. (13th International Conference on Renewable Energy Research and Applications, ICRERA 2024). doi: 10.1109/ICRERA62673.2024.10815456

Load Frequency Control of Hybrid Power System Using Marine Predator Algorithm Tuned Cascaded Controller

Abstract

Publication series

Conference

Bibliographical note

Keywords

ASJC Scopus subject areas

UN SDGs

Access to Document

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Cite this