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...
| Published in: | IEEE Access |
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| Main Authors: | , , , , , , |
| Format: | Article |
| Language: | English |
| Published: |
IEEE
2024-01-01
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| Subjects: | |
| Online Access: | https://ieeexplore.ieee.org/document/10414041/ |
| _version_ | 1849999630647951360 |
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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. |
| format | Article |
| id | doaj-art-2d54c9fa44ca44e9afd8dffcfac0d68e |
| institution | Directory of Open Access Journals |
| issn | 2169-3536 |
| language | English |
| publishDate | 2024-01-01 |
| publisher | IEEE |
| record_format | Article |
| 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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