The DOI matches its Crossref record; 1 of the 1 references it cites were found in a registry or an index.
ADALINE-Network-Based PLL for Position Sensorless Interior Permanent Magnet Synchronous Motor Drives
Abstract
To diminish the harmonic ripple in the rotor position estimation error for sensorless interior permanent magnet synchronous motor (IPMSM) drives, an adaptive linear neural (ADALINE)-network-based filter with a quadrature phase-locked loop (PLL) position observer is proposed. A fundamental model-based sliding-mode observer is used to obtain back electromotive force information. The harmonic content in the position estimation error caused by inverter nonlinearities and flux spatial harmonics is analyzed. According to the harmonic characteristics of the estimated rotor position, the ADALINE-network-based filter is adopted to track and compensate the selective harmonic ripple in the rotor position estimation error through continuously updating the filter weights online. Whereby, the position estimation accuracy can be improved and the position sensorless control performance can be promoted. The proposed method was verified for a 2.2-kW position sensorless IPMSM drive. Experimental results confirm the effectiveness of the method in suppressing the harmonic ripple in the rotor position estimation error.
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Cites
Adaptive noise cancelling: Principles and applications
Widrow, B., Glover, J. R., McCool, J. M., Kaunitz, J., Williams, C. S., Hearn, R. H., Zeidler, J. R., Eugene Dong, Jr., & Goodlin, R. C. (1975) · Proceedings of the IEEE · doi:10.1109/proc.1975.10036 · Cited by 3,939
Cited by
Position Sensorless Permanent Magnet Synchronous Machine Drives—A Review
Wang, G., Valla, M., & Solsona, J. (2020) · IEEE Transactions on Industrial Electronics · doi:10.1109/tie.2019.2955409 · Cited by 855
Self-citationModel Predictive Current Control for PMSM Drives With Parameter Robustness Improvement
Zhang, X., Zhang, L., & Zhang, Y. (2019) · IEEE Transactions on Power Electronics · doi:10.1109/tpel.2018.2835835 · Cited by 608
Yang, C., Song, B., Xie, Y., Zheng, S., & Tang, X. (2023) · IEEE Transactions on Power Electronics · doi:10.1109/tpel.2023.3239609 · Cited by 37
Yang, C., Song, B., Xie, Y., Lu, S., & Tang, X. (2022) · IEEE Journal of Emerging and Selected Topics in Power Electronics · doi:10.1109/jestpe.2021.3111122 · Cited by 29
Yang, C., Song, B., Jatskevich, J., Zhang, H., & Lee, C. H. T. (2024) · IEEE Transactions on Industrial Informatics · doi:10.1109/tii.2023.3345471 · Cited by 9
Metadata
- Authors
- Zhang, G., Wang, G., Xu, D., & Zhao, N.
- Venue
- IEEE Transactions on Power Electronics
- Published
- 2016-02
- Volume
- 31
- Issue
- 2
- Pages
- 1450-1460
- ISSN
- 0885-8993 (ISSN-L)
- 1941-0107
- OpenAlex
- W2017136408
- Cited by
- 324
- References
- 1
- FWCI
- 7.86
- Type
- journal article
- Language
- en
- Open access
- closed
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- Zhang, G., Wang, G., Xu, D., & Zhao, N. (2016). ADALINE-Network-Based PLL for Position Sensorless Interior Permanent Magnet Synchronous Motor Drives. IEEE Transactions on Power Electronics. https://doi.org/10.1109/tpel.2015.2424256
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