Evaluating the Interturn and Eccentricity Fault Indices in the Stator Current and the Embedded Controller Signals of a Micro-DFIG

IF 4.5 2区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC IEEE Transactions on Industry Applications Pub Date : 2024-09-17 DOI:10.1109/TIA.2024.3462927
Ester Hamatwi;Paul Barendse;Azeem Khan
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Abstract

This work presents a micro-based doubly fed induction generator (DFIG) test rig developed for fault diagnostic purposes. Experiments have been conducted by emulating the stator interturn short circuit (ITSC), rotor ITSC, and static eccentricity (SE) fault conditions on the micro-DFIG. The novelty of this work lies in the use of the various DFIG controller signals, in addition to the stator current signal which has extensively been used in previous investigations for fault detection. Another contribution is in identifying which signal is best suited for diagnosing different electromechanical faults in the micro-DFIG operating at sub-synchronous and super-synchronous speeds, while also injecting different amounts of active power into the grid. The comparative studies conducted in this work have illustrated that the stator current and the $q$-axis component of the rotor current error ($error_{Irq}$) signals were best suited for diagnosing the ITSC and SE faults, whereby the sensitivity of the fault indices in these signals was more significant at lower speeds. Overall, the $ (1-2s)f_{s}$ index in the stator current signal was identified to adequately detect stator ITSC faults at different power levels, whereas for the rotor ITSC fault, it is the $2sf_{s}$ index in the $error_{Irq}$ that is recommended for fault diagnosis. For the SE fault condition, it is the $f_{s}\pm f_{r}$ index in the stator current signal that is recommended for use at different power levels. The use of multiple fault diagnosis signals and their extended sensitivity analysis under different DFIG operating conditions significantly improves upon existing diagnosis techniques, offering more robust and reliable fault detection in DFIGs.
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评估微型DFIG 定子电流和嵌入式控制器信号中的匝间和偏心故障指数
本文介绍了一种用于故障诊断的微型双馈感应发电机(DFIG)试验台。通过在微型dfig上模拟定子匝间短路(ITSC)、转子匝间短路(ITSC)和静态偏心(SE)故障情况进行了实验。这项工作的新颖之处在于除了定子电流信号外,还使用了各种DFIG控制器信号,定子电流信号已广泛用于以前的故障检测研究中。另一个贡献是确定哪些信号最适合诊断在亚同步和超同步速度下运行的微型dfig中的不同机电故障,同时也向电网注入不同数量的有功功率。本文的对比研究表明,定子电流和转子电流误差($error_{Irq}$)信号的$q$轴分量最适合诊断ITSC和SE故障,在较低转速下,这些信号中的故障指标的灵敏度更显著。总的来说,通过识别定子电流信号中的$ (1-2s)f_{s}$指标可以充分检测不同功率水平下的定子ITSC故障,而对于转子ITSC故障,建议使用$error_{Irq}$中的$2sf_{s}$指标进行故障诊断。对于SE故障情况,建议在不同功率级别下使用定子电流信号中的$f_{s}\pm f_{r}$指标。多故障诊断信号的使用及其在不同DFIG运行条件下的扩展灵敏度分析大大改进了现有的诊断技术,为DFIG提供了更加鲁棒和可靠的故障检测。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
IEEE Transactions on Industry Applications
IEEE Transactions on Industry Applications 工程技术-工程:电子与电气
CiteScore
9.90
自引率
9.10%
发文量
747
审稿时长
3.3 months
期刊介绍: The scope of the IEEE Transactions on Industry Applications includes all scope items of the IEEE Industry Applications Society, that is, the advancement of the theory and practice of electrical and electronic engineering in the development, design, manufacture, and application of electrical systems, apparatus, devices, and controls to the processes and equipment of industry and commerce; the promotion of safe, reliable, and economic installations; industry leadership in energy conservation and environmental, health, and safety issues; the creation of voluntary engineering standards and recommended practices; and the professional development of its membership.
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