Phase-sensitive detection of motor fault signatures in the presence of noise

Date

2008-06-01

Author

Akin, Bilal
Orguner, Umut
Toliyat, Hamid A.
Rayner, Mark

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In this paper, a digital signal processor-based phase-sensitive motor fault signature detection technique is presented. The implemented method has a powerful line current noise suppression capability while detecting the fault signatures. Because the line current of inverter-driven motors involve low-order harmonies, high-frequency switching disturbances, and the noise generated by harsh industrial environment, the real-time fault analyses yield erroneous or fluctuating fault signatures. This situation becomes a significant problem when the signal-to-noise ratio of the fault signature is quite low. It is theoretically and experimentally shown that the proposed method can determine the normalized magnitude and phase information of the fault signatures even in the presence of noise, where the noise amplitude is several times higher than the signal itself. Since it has low computational burden, the developed algorithm is embedded to the motor control program without degrading drive performance. Therefore, it is implemented without any additional cost using readily available drive processor and current sensors.

Subject Keywords

Control and Systems Engineering, Electrical and Electronic Engineering

URI

https://hdl.handle.net/11511/39305

Journal

IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

DOI

https://doi.org/10.1109/tie.2008.921681

Collections

Department of Electrical and Electronics Engineering, Article

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Citation Formats

B. Akin, U. Orguner, H. A. Toliyat, and M. Rayner, “Phase-sensitive detection of motor fault signatures in the presence of noise,” IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, pp. 2539–2550, 2008, Accessed: 00, 2020. [Online]. Available: https://hdl.handle.net/11511/39305.