TY - GEN
T1 - Influence of Higher-order Disturbance Estimation on Maximum Power Extraction of Wind Energy Conversion System using Sliding Mode Control
AU - Alhassan, Ahmad Bala
AU - Do, Ton Duc
N1 - Publisher Copyright:
© 2024 IEEE.
PY - 2024
Y1 - 2024
N2 - The demand for clean and renewable wind energy as an alternative energy source to fossil fuels that produce greenhouse emissions is ever-increasing. However, harnessing the maximum power from the wind source via the wind energy conversion system (WECS) requires precise estimation of aerodynamic torque and subsequently the reference generator speed. In this paper, the exponential disturbance observer-based sliding mode control (SMC) for extracting the maximum power of WECS using wind speed estimation is presented. As most of the existing research assumed the aerodynamic torque to be slowly varying, this study presented a comprehensive analysis of the influence of higher-order (fast-varying) aerodynamic torque for maximum power extraction of the WECS. The simulation results under different wind profiles for the zero-order, first-order, and second-order aerodynamic torque estimations were analyzed. Although the maximum power extraction has increased by 17% for an extremely-varying wind from 162.5 kW for the zero-order to 190 kW after incorporating the higher-order estimations, the zero-order estimation almost extracts the same power (151.7 vs 152.2 kW), and (6.85 vs 6.91 kW) for the fast varying wind and low magnitude wind force, respectively. Finally, the analyses showed that if the WECS is operating where the wind is not extremely fast-varying, the zero-order estimation is the ideal choice as the higher-order estimation increases the nonlinearity of the system.
AB - The demand for clean and renewable wind energy as an alternative energy source to fossil fuels that produce greenhouse emissions is ever-increasing. However, harnessing the maximum power from the wind source via the wind energy conversion system (WECS) requires precise estimation of aerodynamic torque and subsequently the reference generator speed. In this paper, the exponential disturbance observer-based sliding mode control (SMC) for extracting the maximum power of WECS using wind speed estimation is presented. As most of the existing research assumed the aerodynamic torque to be slowly varying, this study presented a comprehensive analysis of the influence of higher-order (fast-varying) aerodynamic torque for maximum power extraction of the WECS. The simulation results under different wind profiles for the zero-order, first-order, and second-order aerodynamic torque estimations were analyzed. Although the maximum power extraction has increased by 17% for an extremely-varying wind from 162.5 kW for the zero-order to 190 kW after incorporating the higher-order estimations, the zero-order estimation almost extracts the same power (151.7 vs 152.2 kW), and (6.85 vs 6.91 kW) for the fast varying wind and low magnitude wind force, respectively. Finally, the analyses showed that if the WECS is operating where the wind is not extremely fast-varying, the zero-order estimation is the ideal choice as the higher-order estimation increases the nonlinearity of the system.
KW - Renewable energy
KW - sliding mode control (SMC)
KW - wind energy conversion system (WECS)
KW - wind speed estimation
UR - http://www.scopus.com/inward/record.url?scp=85186668903&partnerID=8YFLogxK
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U2 - 10.1109/SGRE59715.2024.10428697
DO - 10.1109/SGRE59715.2024.10428697
M3 - Conference contribution
AN - SCOPUS:85186668903
T3 - 4th International Conference on Smart Grid and Renewable Energy, SGRE 2024 - Proceedings
BT - 4th International Conference on Smart Grid and Renewable Energy, SGRE 2024 - Proceedings
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 4th International Conference on Smart Grid and Renewable Energy, SGRE 2024
Y2 - 8 January 2024 through 10 January 2024
ER -