Application of adaptive fuzzy control to suppression vibration response of floating offshore wind turbine

被引：1
|
作者：
Yang J. [1 ]
He E. [1 ]
Shu J. [1 ]
机构：
[1] School of Aeronautics, Northwestern Polytechnical University, Xi'an
来源：
Xibei Gongye Daxue Xuebao/Journal of Northwestern Polytechnical University | 2021年 / 39卷 / 02期
关键词：
Adaptive fuzzy control; Correction factor; Floating offshore wind turbine; Fuzzy rule; Vibration suppression;
D O I：
10.1051/jnwpu/20213920241
中图分类号：
学科分类号：
摘要：
Floating offshore wind turbine is a complex rigid-flexible coupling nonlinear system, and the accurate dynamic model is difficultly established. Therefore, the wind-wave interference cannot be improved by adopting the conventional control strategy. In order to solve this problem, an adaptive fuzzy controller (AFC) is used to suppress the dynamic response of floating wind turbine. Two correction factors are introduced to optimize the fuzzy rule, and the traditional fuzzy controller (FC) is firstly obtained. Since the balance positions change and structural parameter perturbation of the wind turbine, an AFC is designed and validated. Finally, the suppression vibration responses ability of floating offshore wind turbine by using the different control strategies is studied under the random wind-wave disturbance and blade pitch control system coupling effect. The simulation results show that the tracking ability of the AFC to the target value is obviously higher than that of the FC; Comparing with the passive control strategy, the suppression vibration effect on the power spectral density (PSD) of the platform pitch (PFPI) motion peak can increase by 39.06% by adopting the AFC. © 2021 Journal of Northwestern Polytechnical University.
引用
收藏
页码：241 / 248
页数：7
相关论文
共 15 条
  • [1] KALDELLIS J K, KAPSALI M, KATSANOU E., Renewable energy applications in Greece-what is the public attitude?, Energy Policy, 42, pp. 37-48, (2012)
  • [2] LACKNER M A, ROTEA M A., Passive structural control of offshore wind turbines, Wind energy, 14, 3, pp. 373-388, (2011)
  • [3] JIN X, XIE S, HE J, Et al., Optimization of tuned mass damper parameters for floating wind turbines by using the artificial fish swarm algorithm, Ocean engineering, 167, pp. 130-141, (2018)
  • [4] HE J, JIN X, XIE S, Et al., Multi-body dynamics modeling and TMD optimization based on the improved AFSA for floating wind turbines, Renewable Energy, 141, pp. 305-321, (2019)
  • [5] ZHANG Z L., Optimal tuning of the tuned mass damper(TMD) for rotating wind turbine blades, Engineering Structures, 207, (2020)
  • [6] JAHANGIRI V, SUN C., Three-dimensional vibration control of offshore floating wind turbines using multiple tuned mass dampers, Ocean Engineering, 206, (2020)
  • [7] HORACIO C E, JOHN C R, SERGIO A., Rejection of varying-frequency periodic load disturbances in wind-turbines through active disturbance rejection-based control, Renewable Energy, 141, pp. 217-235, (2019)
  • [8] JAIME L, WAI H L, ALBERT M U, Et al., Active tip deflection control for wind turbines, Renewable Energy, 149, pp. 445-454, (2020)
  • [9] FITZGERALD B, SARKAR S, STAINO A., Improved reliability of wind turbine towers with active tuned mass dampers (ATMDs), Journal of Sound and Vibration, 419, pp. 103-122, (2018)
  • [10] HU Y, HE E, ZHANG Y., Optimization design of TMD for vibration suppression of offshore floating wind turbine, International Journal of Plant Engineering and Management, 1, 20, pp. 13-27, (2015)
12