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基于SDW-LSI算法的风力机故障估计与容错控制

吴定会 刘稳 宋锦

电力系统保护与控制2017,Vol.45Issue(4):64-71,8.
电力系统保护与控制2017,Vol.45Issue(4):64-71,8.DOI:10.7667/PSPC160307

基于SDW-LSI算法的风力机故障估计与容错控制

Fault estimation and fault tolerant control of wind turbines based on the SDW-LSI identification algorithm

吴定会 1刘稳 1宋锦1

作者信息

  • 1. 江南大学轻工过程先进控制教育部重点实验室,江苏无锡214122
  • 折叠

摘要

Abstract

The dynamic response of the pitch angle will be slowed down when the pitch actuator of wind turbines fails,and the fault will lead to the output power fluctuations.In the light of the identification theory and the analytical theory,a fault tolerant control method combined with the fault estimation is proposed to resolve the problem.The second order transfer function is transformed into the identification equation by using the Euler transformation.Next,the time varying natural frequency and damping ratio of pitch actuators are estimated using the sliding data window least squares based iteration (SDW-LSI) identification algorithm.According to the theory of analytics,a compensation equation is derived,and the values estimated are fed back to the compensation module to adjust the relations before and after faults occur in the pitch actuator to solve the problems of slow pitch angle and the output power fluctuation.Finally,the feasibility of the algorithm is validated by choosing the fault of high air content in hydraulic oil.

关键词

风力机/辨识/故障估计/容错控制

Key words

wind turbine/identification/fault estimation/fault tolerant control

引用本文复制引用

吴定会,刘稳,宋锦..基于SDW-LSI算法的风力机故障估计与容错控制[J].电力系统保护与控制,2017,45(4):64-71,8.

基金项目

国家自然科学基金项目(61572237,61573167)This work is supported by National Natural Science Foundation of China (No.61572237 and No.61573167). (61572237,61573167)

电力系统保护与控制

OA北大核心CSCDCSTPCD

1674-3415

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