Frequency Regulation in Interconnected Power System Through Enhanced Beluga Whale Optimized Flatness-Based Active Disturbance Rejection Control

Ever-increasing dynamic surges in renewable-based electric power systems, notably wind and photovoltaic farms bring adverse impacts and challenges in terms of reliability and stability. The intermittency of renewable sources imposes significant deviations in frequency due to variations in demand. Wi...

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Published in:IEEE Access
Main Authors: Shahzad Ali, Yuanqing Xia, Zohaib Ahmad Khan, Abid Ali, Qamar Navid, Khursheed Aurangzeb, Muhammad Shahid Anwar
Format: Article
Language:English
Published: IEEE 2024-01-01
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10414041/
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author Shahzad Ali
Yuanqing Xia
Zohaib Ahmad Khan
Abid Ali
Qamar Navid
Khursheed Aurangzeb
Muhammad Shahid Anwar
author_facet Shahzad Ali
Yuanqing Xia
Zohaib Ahmad Khan
Abid Ali
Qamar Navid
Khursheed Aurangzeb
Muhammad Shahid Anwar
author_sort Shahzad Ali
collection DOAJ
container_title IEEE Access
description Ever-increasing dynamic surges in renewable-based electric power systems, notably wind and photovoltaic farms bring adverse impacts and challenges in terms of reliability and stability. The intermittency of renewable sources imposes significant deviations in frequency due to variations in demand. Wind power induces instability in the grid due to its vulnerable nature, and reduction in system inertia. To mitigate these dynamics issues, an optimal control technique based on flatness-based Active disturbance rejection control (FADRC) and utilizing an enhanced Beluga Whale optimization algorithm (EBWO) for a multi-area interconnected power system with photovoltaic generation. The proposed LFC model addresses the load perturbation and the deviation of tie-line power, with system uncertainties considered as lumped disturbances that are approximated by extended state observers. To achieve optimal performance, the Enhanced Beluga Whale optimization algorithm is adopted and integrated with the suggested controller to fine-tune the controller. To validate the formidable performance of the suggested scheme, different cases have been studied with the existing approaches. The simulation results reveal the supremacy and robustness of the dynamic response of the Flatness-based active disturbance rejection control as compared to other approaches under load variations and parameter uncertainty.
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spelling doaj-art-2d54c9fa44ca44e9afd8dffcfac0d68e2025-08-20T00:49:24ZengIEEEIEEE Access2169-35362024-01-0112153481536710.1109/ACCESS.2024.335842510414041Frequency Regulation in Interconnected Power System Through Enhanced Beluga Whale Optimized Flatness-Based Active Disturbance Rejection ControlShahzad Ali0https://orcid.org/0000-0002-1923-8380Yuanqing Xia1https://orcid.org/0000-0002-5977-4911Zohaib Ahmad Khan2https://orcid.org/0000-0002-9979-2348Abid Ali3https://orcid.org/0000-0002-7697-3541Qamar Navid4Khursheed Aurangzeb5https://orcid.org/0000-0003-3647-8578Muhammad Shahid Anwar6https://orcid.org/0000-0001-8093-6690School of Automation, Beijing Institute of Technology, Beijing, ChinaSchool of Automation, Beijing Institute of Technology, Beijing, ChinaSchool of Automation, Beijing Institute of Technology, Beijing, ChinaSchool of Automation, Beijing Institute of Technology, Beijing, ChinaSchool of Automation, Beijing Institute of Technology, Beijing, ChinaDepartment of Computer Engineering, College of Computer and Information Sciences, King Saud University, Riyadh, Saudi ArabiaDepartment of AI and Software, Gachon University, Seongnam-si, South KoreaEver-increasing dynamic surges in renewable-based electric power systems, notably wind and photovoltaic farms bring adverse impacts and challenges in terms of reliability and stability. The intermittency of renewable sources imposes significant deviations in frequency due to variations in demand. Wind power induces instability in the grid due to its vulnerable nature, and reduction in system inertia. To mitigate these dynamics issues, an optimal control technique based on flatness-based Active disturbance rejection control (FADRC) and utilizing an enhanced Beluga Whale optimization algorithm (EBWO) for a multi-area interconnected power system with photovoltaic generation. The proposed LFC model addresses the load perturbation and the deviation of tie-line power, with system uncertainties considered as lumped disturbances that are approximated by extended state observers. To achieve optimal performance, the Enhanced Beluga Whale optimization algorithm is adopted and integrated with the suggested controller to fine-tune the controller. To validate the formidable performance of the suggested scheme, different cases have been studied with the existing approaches. The simulation results reveal the supremacy and robustness of the dynamic response of the Flatness-based active disturbance rejection control as compared to other approaches under load variations and parameter uncertainty.https://ieeexplore.ieee.org/document/10414041/Flatness-based Active disturbance rejection controlbeluga whale optimization algorithmPhotovoltaic generationmulti-area interconnected power systemsrenewable sources
spellingShingle Shahzad Ali
Yuanqing Xia
Zohaib Ahmad Khan
Abid Ali
Qamar Navid
Khursheed Aurangzeb
Muhammad Shahid Anwar
Frequency Regulation in Interconnected Power System Through Enhanced Beluga Whale Optimized Flatness-Based Active Disturbance Rejection Control
Flatness-based Active disturbance rejection control
beluga whale optimization algorithm
Photovoltaic generation
multi-area interconnected power systems
renewable sources
title Frequency Regulation in Interconnected Power System Through Enhanced Beluga Whale Optimized Flatness-Based Active Disturbance Rejection Control
title_full Frequency Regulation in Interconnected Power System Through Enhanced Beluga Whale Optimized Flatness-Based Active Disturbance Rejection Control
title_fullStr Frequency Regulation in Interconnected Power System Through Enhanced Beluga Whale Optimized Flatness-Based Active Disturbance Rejection Control
title_full_unstemmed Frequency Regulation in Interconnected Power System Through Enhanced Beluga Whale Optimized Flatness-Based Active Disturbance Rejection Control
title_short Frequency Regulation in Interconnected Power System Through Enhanced Beluga Whale Optimized Flatness-Based Active Disturbance Rejection Control
title_sort frequency regulation in interconnected power system through enhanced beluga whale optimized flatness based active disturbance rejection control
topic Flatness-based Active disturbance rejection control
beluga whale optimization algorithm
Photovoltaic generation
multi-area interconnected power systems
renewable sources
url https://ieeexplore.ieee.org/document/10414041/
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