Open-circuit faults diagnosis in direct-drive PMSG wind turbine converter

被引:0
|
作者
Zhang W. [1 ,2 ]
Ling Q. [1 ,2 ]
Zhao Q. [1 ,2 ]
Wu H. [3 ]
机构
[1] Engineering Research Center of Hunan Province for the Mining and Utilization of Wind Turbines Operation Data, Hunan University of Science and Technology, Xiangtan
[2] School of Mechanical Engineering, Hunan University of Science and Technology, Xiangtan
[3] XEMC Wind Power Co., Ltd, Xiangtan
来源
Energy Engineering: Journal of the Association of Energy Engineering | 2021年 / 118卷 / 05期
基金
中国国家自然科学基金;
关键词
Converter; Exponential transformation; Fault diagnosis; Open-circuit fault; Wind turbine;
D O I
10.32604/EE.2021.014162
中图分类号
学科分类号
摘要
The condition monitoring and fault diagnosis have been identified as the key to achieving higher availabilities of wind turbines. Numerous studies show that the open-circuit fault is a significant contributor to the failures of wind turbine converter. However, the multiple faults combinations and the influence of wind speed changes abruptly, grid voltage sags and noise interference have brought great challenges to fault diagnosis. Accordingly, concerning the open-circuit fault of converters in direct-driven PMSG wind turbine, a diagnostic method for multiple open-circuit faults is proposed in this paper, which is divided into two tasks: The first one is the fault detection and the second one is the fault localization. The detection method is based on the relative current residuals after exponential transformation and on an adaptive threshold, and the localization method is based on the average values of fault phase currents. The scheduled diagnosis method is available to both the generator-side converter and the grid-side converter, allowing to detect and locate single and double open-circuit faults. For validating this, robustness test and multiple open-circuit faults diagnosis are presented in a 2-MW direct-driven PMSG wind turbine system, the results validate the reliability and effectiveness of the proposed method. © 2021, Tech Science Press. All rights reserved.
引用
收藏
页码:1515 / 1535
页数:20
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