Robust MPPT Observer-Based Control System for Wind Energy Conversion System With Uncertainties and Disturbance
The problem of tracking the maximum power point for the wind energy conversion system (WECS) is taken into consideration in this paper. The WECS in this article is simultaneously affected by the uncertainties and the arbitrary disturbance that cause the WECSs to be much more challenging to control....
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| Format: | Article |
| Language: | English |
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IEEE
2021-01-01
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| Series: | IEEE Access |
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| Online Access: | https://ieeexplore.ieee.org/document/9475050/ |
| _version_ | 1818590039686250496 |
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| author | Van-Phong Vu Van-Thuyen Ngo Van-Dung Do Dinh-Nhon Truong Tuan-Tu Huynh Ton Duc Do |
| author_facet | Van-Phong Vu Van-Thuyen Ngo Van-Dung Do Dinh-Nhon Truong Tuan-Tu Huynh Ton Duc Do |
| author_sort | Van-Phong Vu |
| collection | DOAJ |
| description | The problem of tracking the maximum power point for the wind energy conversion system (WECS) is taken into consideration in this paper. The WECS in this article is simultaneously affected by the uncertainties and the arbitrary disturbance that cause the WECSs to be much more challenging to control. A new method to synthesize a polynomial disturbance observer for estimating the aerodynamic torque, wind speed, and electromagnetic torque without using sensors is proposed in this paper. Unlike the previous methods, in this work, both the uncertainties and the disturbance are estimated, then estimations of the uncertainties and disturbance are transmitted to the Linear Quadratic Regulator (LQR) controller for eliminating the influences of the uncertainties and disturbance; and tracking the optimal power point of WECS. It should be noted that the uncertainties in this work are time-varying and both uncertainties and disturbance do not need to satisfy the bounded constraints. The wind speed and aerodynamic torque are arbitrary and unnecessary to fulfill the low-varying constraint or <inline-formula> <tex-math notation="LaTeX">$r^{th}$ </tex-math></inline-formula> time derivative bound. On the basis of Lyapunov methodology and the sum-of-square technique (SOS), the main theorems are derived to design the polynomial disturbance observer. Finally, the simulation results are provided to demonstrate the effectiveness and merit of the proposed method. |
| first_indexed | 2024-12-16T09:50:12Z |
| format | Article |
| id | doaj.art-faf68739d7f949ac9e9ee30b590b2e74 |
| institution | Directory Open Access Journal |
| issn | 2169-3536 |
| language | English |
| last_indexed | 2024-12-16T09:50:12Z |
| publishDate | 2021-01-01 |
| publisher | IEEE |
| record_format | Article |
| series | IEEE Access |
| spelling | doaj.art-faf68739d7f949ac9e9ee30b590b2e742022-12-21T22:36:05ZengIEEEIEEE Access2169-35362021-01-019964669647710.1109/ACCESS.2021.30948199475050Robust MPPT Observer-Based Control System for Wind Energy Conversion System With Uncertainties and DisturbanceVan-Phong Vu0https://orcid.org/0000-0002-3243-1775Van-Thuyen Ngo1Van-Dung Do2Dinh-Nhon Truong3https://orcid.org/0000-0002-4015-6769Tuan-Tu Huynh4https://orcid.org/0000-0003-4575-5952Ton Duc Do5https://orcid.org/0000-0002-8605-2666Department of Automatic Control, Ho Chi Minh City University of Technology and Education, Ho Chi Minh City, VietnamDepartment of Automatic Control, Ho Chi Minh City University of Technology and Education, Ho Chi Minh City, VietnamDepartment of Automotive Electronics, Ho Chi Minh City University of Technology and Education, Ho Chi Minh City, VietnamDepartment of Automatic Control, Ho Chi Minh City University of Technology and Education, Ho Chi Minh City, VietnamFaculty of Mechatronics and Electronics, Lac Hong University, Bien Hoa, VietnamDepartment of Robotics and Mechatronics, School of Science and Technology (SST), Nazarbayev University, Astana, KazakhstanThe problem of tracking the maximum power point for the wind energy conversion system (WECS) is taken into consideration in this paper. The WECS in this article is simultaneously affected by the uncertainties and the arbitrary disturbance that cause the WECSs to be much more challenging to control. A new method to synthesize a polynomial disturbance observer for estimating the aerodynamic torque, wind speed, and electromagnetic torque without using sensors is proposed in this paper. Unlike the previous methods, in this work, both the uncertainties and the disturbance are estimated, then estimations of the uncertainties and disturbance are transmitted to the Linear Quadratic Regulator (LQR) controller for eliminating the influences of the uncertainties and disturbance; and tracking the optimal power point of WECS. It should be noted that the uncertainties in this work are time-varying and both uncertainties and disturbance do not need to satisfy the bounded constraints. The wind speed and aerodynamic torque are arbitrary and unnecessary to fulfill the low-varying constraint or <inline-formula> <tex-math notation="LaTeX">$r^{th}$ </tex-math></inline-formula> time derivative bound. On the basis of Lyapunov methodology and the sum-of-square technique (SOS), the main theorems are derived to design the polynomial disturbance observer. Finally, the simulation results are provided to demonstrate the effectiveness and merit of the proposed method.https://ieeexplore.ieee.org/document/9475050/WECSsLQRdisturbance observeruncertaintiespolynomial observerSOS |
| spellingShingle | Van-Phong Vu Van-Thuyen Ngo Van-Dung Do Dinh-Nhon Truong Tuan-Tu Huynh Ton Duc Do Robust MPPT Observer-Based Control System for Wind Energy Conversion System With Uncertainties and Disturbance IEEE Access WECSs LQR disturbance observer uncertainties polynomial observer SOS |
| title | Robust MPPT Observer-Based Control System for Wind Energy Conversion System With Uncertainties and Disturbance |
| title_full | Robust MPPT Observer-Based Control System for Wind Energy Conversion System With Uncertainties and Disturbance |
| title_fullStr | Robust MPPT Observer-Based Control System for Wind Energy Conversion System With Uncertainties and Disturbance |
| title_full_unstemmed | Robust MPPT Observer-Based Control System for Wind Energy Conversion System With Uncertainties and Disturbance |
| title_short | Robust MPPT Observer-Based Control System for Wind Energy Conversion System With Uncertainties and Disturbance |
| title_sort | robust mppt observer based control system for wind energy conversion system with uncertainties and disturbance |
| topic | WECSs LQR disturbance observer uncertainties polynomial observer SOS |
| url | https://ieeexplore.ieee.org/document/9475050/ |
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