SDRE-Based Integral Sliding Mode Control for Wind Energy Conversion Systems
This paper proposes a novel integral sliding mode control (ISMC) scheme based on numerically solving a state-dependent Ricatti equation (SDRE), nonlinear feedback control for wind energy conversion systems (WECSs) with permanent magnet synchronous generators (PMSGs). Unlike the conventional ISMC, th...
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doaj-82021343fb464238ba7bbe161f84c58c2021-03-30T01:27:08ZengIEEEIEEE Access2169-35362020-01-018511005111310.1109/ACCESS.2020.29802399034041SDRE-Based Integral Sliding Mode Control for Wind Energy Conversion SystemsBayandy Sarsembayev0Kanat Suleimenov1Botagoz Mirzagalikova2Ton Duc Do3https://orcid.org/0000-0002-8605-2666Department of Robotics and Mechatronics, School of Engineering and Digital Sciences (SEDS), Nazarbayev University, Nur-Sultan, KazakhstanDepartment of Robotics and Mechatronics, School of Engineering and Digital Sciences (SEDS), Nazarbayev University, Nur-Sultan, KazakhstanDepartment of Robotics and Mechatronics, School of Engineering and Digital Sciences (SEDS), Nazarbayev University, Nur-Sultan, KazakhstanDepartment of Robotics and Mechatronics, School of Engineering and Digital Sciences (SEDS), Nazarbayev University, Nur-Sultan, KazakhstanThis paper proposes a novel integral sliding mode control (ISMC) scheme based on numerically solving a state-dependent Ricatti equation (SDRE), nonlinear feedback control for wind energy conversion systems (WECSs) with permanent magnet synchronous generators (PMSGs). Unlike the conventional ISMC, the proposed control system is designed with nonlinear near optimal feedback control part to take into account nonlinearities of the WECSs. The Taylor series are used to approximate the solutions of SDRE. More specifically, the nonlinear optimal feedback control has been obtained by solving continuous algebraic Ricatti and Lyapunov equations. Sliding variables are designed such that reaching phase is eliminated and stability is guaranteed. The proposed control method equipped with high-order observer can guarantee more superior results than linear techniques such as linear quadratic regulator (LQR), conventional ISMC, and first-order sliding-mode control (SMC) method. Increasing the number of terms of the Taylor's series of the proposed control law provides better approximation, therefore the performance is improved. However, this increases the computational burden. The effectiveness of the control method is validated via simulations in MATLAB/Simulink under nominal parameters and model uncertainties.https://ieeexplore.ieee.org/document/9034041/Integral sliding mode control (ISMC)state-dependent Ricatti equation (SDRE)permanent magnet synchronous generator (PMSG)wind energy conversion system (WECS)variable-speed wind turbinegeneralized high-order disturbance observer (GHODO) |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Bayandy Sarsembayev Kanat Suleimenov Botagoz Mirzagalikova Ton Duc Do |
spellingShingle |
Bayandy Sarsembayev Kanat Suleimenov Botagoz Mirzagalikova Ton Duc Do SDRE-Based Integral Sliding Mode Control for Wind Energy Conversion Systems IEEE Access Integral sliding mode control (ISMC) state-dependent Ricatti equation (SDRE) permanent magnet synchronous generator (PMSG) wind energy conversion system (WECS) variable-speed wind turbine generalized high-order disturbance observer (GHODO) |
author_facet |
Bayandy Sarsembayev Kanat Suleimenov Botagoz Mirzagalikova Ton Duc Do |
author_sort |
Bayandy Sarsembayev |
title |
SDRE-Based Integral Sliding Mode Control for Wind Energy Conversion Systems |
title_short |
SDRE-Based Integral Sliding Mode Control for Wind Energy Conversion Systems |
title_full |
SDRE-Based Integral Sliding Mode Control for Wind Energy Conversion Systems |
title_fullStr |
SDRE-Based Integral Sliding Mode Control for Wind Energy Conversion Systems |
title_full_unstemmed |
SDRE-Based Integral Sliding Mode Control for Wind Energy Conversion Systems |
title_sort |
sdre-based integral sliding mode control for wind energy conversion systems |
publisher |
IEEE |
series |
IEEE Access |
issn |
2169-3536 |
publishDate |
2020-01-01 |
description |
This paper proposes a novel integral sliding mode control (ISMC) scheme based on numerically solving a state-dependent Ricatti equation (SDRE), nonlinear feedback control for wind energy conversion systems (WECSs) with permanent magnet synchronous generators (PMSGs). Unlike the conventional ISMC, the proposed control system is designed with nonlinear near optimal feedback control part to take into account nonlinearities of the WECSs. The Taylor series are used to approximate the solutions of SDRE. More specifically, the nonlinear optimal feedback control has been obtained by solving continuous algebraic Ricatti and Lyapunov equations. Sliding variables are designed such that reaching phase is eliminated and stability is guaranteed. The proposed control method equipped with high-order observer can guarantee more superior results than linear techniques such as linear quadratic regulator (LQR), conventional ISMC, and first-order sliding-mode control (SMC) method. Increasing the number of terms of the Taylor's series of the proposed control law provides better approximation, therefore the performance is improved. However, this increases the computational burden. The effectiveness of the control method is validated via simulations in MATLAB/Simulink under nominal parameters and model uncertainties. |
topic |
Integral sliding mode control (ISMC) state-dependent Ricatti equation (SDRE) permanent magnet synchronous generator (PMSG) wind energy conversion system (WECS) variable-speed wind turbine generalized high-order disturbance observer (GHODO) |
url |
https://ieeexplore.ieee.org/document/9034041/ |
work_keys_str_mv |
AT bayandysarsembayev sdrebasedintegralslidingmodecontrolforwindenergyconversionsystems AT kanatsuleimenov sdrebasedintegralslidingmodecontrolforwindenergyconversionsystems AT botagozmirzagalikova sdrebasedintegralslidingmodecontrolforwindenergyconversionsystems AT tonducdo sdrebasedintegralslidingmodecontrolforwindenergyconversionsystems |
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1724187032495849472 |