A PLL-based resampling technique for vibration analysis in variable-speed wind turbines with PMSG: A bearing fault case. (15th February 2017)

• Record Type: Journal Article
• Authors: Pezzani, Carlos M.; Bossio, José M.; Castellino, Ariel M.; Bossio, Guillermo R.; De Angelo, Cristian H.
• Is Part Of: Mechanical systems and signal processing. Volume 85(2017)
• Page Start: 354
• Page End: 366
• Publication Date: 2017-02-15
• Subjects: Bearing fault -- Vibrations analysis -- Resampling -- Order tracking -- Phased locked loop -- Wind turbine PMSG; Structural dynamics -- Periodicals; Vibration -- Periodicals; Constructions -- Dynamique -- Périodiques; Vibration -- Périodiques; Structural dynamics; Vibration; Periodicals; 621
• DOI: 10.1016/j.ymssp.2016.08.010
• Languages: English
• ISSNs: 0888-3270

Abstract

Abstract: Condition monitoring in permanent magnet synchronous machines has gained interest due to the increasing use in applications such as electric traction and power generation. Particularly in wind power generation, non-invasive condition monitoring techniques are of great importance. Usually, in such applications the access to the generator is complex and costly, while unexpected breakdowns results in high repair costs. This paper presents a technique which allows using vibration analysis for bearing fault detection in permanent magnet synchronous generators used in wind turbines. Given that in wind power applications the generator rotational speed may vary during normal operation, it is necessary to use special sampling techniques to apply spectral analysis of mechanical vibrations. In this work, a resampling technique based on order tracking without measuring the rotor position is proposed. To synchronize sampling with rotor position, an estimation of the rotor position obtained from the angle of the voltage vector is proposed. This angle is obtained from a phase-locked loop synchronized with the generator voltages. The proposed strategy is validated by laboratory experimental results obtained from a permanent magnet synchronous generator. Results with single point defects in the outer race of a bearing under variable speed and load conditions are presented. Highlights: Localized bearing faults can be detected under variable speed operation. Vibration spectral analysis is used to detect single-point defects in PMSG. Under variable speed conditions, a tacho-less resampling strategy is proposed. The vibration signal is resampled at constant rotor position intervals. Rotor position is estimated from a PLL using the measured stator voltages.