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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Main Authors: Bayandy Sarsembayev, Kanat Suleimenov, Botagoz Mirzagalikova, Ton Duc Do
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9034041/
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spelling 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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