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Experimental and Signal Processing Techniques for Fault Diagnosis on a Small Horizontal-Axis Wind Turbine Generator ?

机译:小水平轴风力涡轮发电机故障诊断的实验和信号处理技术吗?

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Small horizontal-axis wind turbine (HAWT) is a technology characterized by non-trivial critical points, basically because it is targeted for domestic use and therefore cheap manufacturing and control must conjugate with good efficiency under possibly complex flow conditions (especially in urban environment). Therefore, dynamical control optimization and noise and vibration mitigation are pressing issues for this kind of technology. Despite this, it is peculiar of small HAWTs that the generator constitutes a non-negligible fraction of the total mass and therefore the electromechanical coupling is relevant, condition monitoring of small HAWT generators is an overlooked topic. The present work is a test case study of damage diagnosis on a permanent magnet generator of a HAWT having 3 kW of maximum power and 2 m of rotor diameter. The experimental analysis is conducted through wind tunnel tests and on a generator test rig where a damaged and an undamaged generators have been driven at different rotational speeds. Vibration measurements are collected in the wind tunnel through radial accelerometers near the rear bearing of the shaft and in the test rig through uni-axial accelerometers (fixed in radial positions, in order to be aligned with front and rear bearings). The test rig data results are particularly useful for studying the low-frequency tail of the vibration spectrum, where the characteristic frequencies of the bearing are located. The experimental data are analyzed in the time and frequency domain for feature extraction: a fault in the cage of the bearing supporting the generator is diagnosed using in particular the spectral coherence analysis.
机译:小水平轴风力涡轮机(HAWT)是一种以非琐碎的关键点为特征的技术,基本上是因为它是为家庭使用而设计的,因此在可能复杂的流动条件下(特别是在城市环境中,廉价的制造和控制必须以良好的效率共轭。因此,动态控制优化和噪音和振动减缓是这种技术的压制问题。尽管如此,发电机构成了总质量的不可忽略的分数,因此,机电耦合是相关的,所以小HAWT发电机的条件监测是一个被忽视的主题。目前的作品是对具有3kW最大功率和2米转子直径的HAWT永磁发生器损伤诊断的测试用例研究。实验分析通过风隧道试验和发电机试验台进行,其中损坏和未损坏的发生器以不同的转速驱动。通过轴的后轴承附近的径向加速度计在风隧道中收集振动测量,并且通过单轴加速度计(在径向位置固定,以便与前轴承对准)。测试钻机数据结果对于研究振动谱的低频尾部特别有用,其中轴承的特性频率位于。在特征提取的时间和频域中分析了实验数据:尤其使用谱相干性分析诊断支撑发电机的轴承笼中的封路中的故障。

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