The DOI matches its Crossref record; 44 of the 44 references it cites were found in a registry or an index.
Stable Simultaneous Inertia and Disturbance Torque Identification for SPMSM Drive Systems Subject to Mismatched Rotor Flux Linkage
Abstract
In surface-mounted permanent magnet synchronous motor (SPMSM) drives, the distinguished orthogonal-principle-based method is presently popular for handling simultaneous inertia and disturbance torque estimation due to its simplicity and ease of implementation. Nevertheless, it is facing challenges posed by the rotor flux-linkage mismatch, zero-derivative constraint, and operating-condition limitation. To cope with these issues, this article presents an alternative scheme, which explores a stable simultaneous inertia and disturbance torque estimation with the real-time flux-linkage correction. First, an Adaline-based estimator is developed to acquire the disturbance torque. With an input-adaptive learning rate designed by the Lyapunov theory, this estimator can prevent potential convergence failure. Then, an extended sliding-mode observer for inertia estimation is proposed regarding the inertia as a new system state. By using the identified disturbance torque to devise an adaptive feedback gain, this observer guarantees the asymptotic error convergence. Finally, to counteract the flux-linkage mismatch, a flux-linkage observer with a time-varying learning rate is constructed utilizing the Adaline technique. Moreover, it attains robust convergence and only has one to-be-adjusted parameter. The effectiveness of our scheme is validated by abundant simulations and real-time experiments.
Overview
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
In the citing paper
“Space Vector Modulation (SVM) is a sophisticated pulse-width modulation technique that optimizes the use of the DC bus voltage. By generating optimal switching patterns, SVM reduces harmonic distortion and enhances the overall efficiency of the converter, particularly in high-frequency applications [109].”
From Bidirectional DC-DC Converter Topologies for Hybrid Energy Storage Systems in Electric Vehicles: A Comprehensive Review (2025) · cites this paper as [109]
Citations
Cites
Disturbance-Observer-Based Control and Related Methods—An Overview
Chen, W., Yang, J., Guo, L., & Li, S. (2015) · IEEE Transactions on Industrial Electronics · doi:10.1109/tie.2015.2478397 · Cited by 3,005
Motion control for advanced mechatronics
Ohnishi, K., Shibata, M., & Murakami, T. (1996) · IEEE/ASME Transactions on Mechatronics · doi:10.1109/3516.491410 · Cited by 1,882
Adaptive Speed Control for Permanent-Magnet Synchronous Motor System With Variations of Load Inertia
Li, S., & Liu, Z. (2009) · IEEE Transactions on Industrial Electronics · doi:10.1109/tie.2009.2024655 · Cited by 676
Disturbance Observer-Based Robust Control and Its Applications: 35th Anniversary Overview
Sarıyıldız, E., Oboe, R., & Ohnishi, K. (2019) · IEEE Transactions on Industrial Electronics · doi:10.1109/tie.2019.2903752 · Cited by 559
Online Parameter Estimation and Adaptive Control of Permanent-Magnet Synchronous Machines
Underwood, S., & Husain, I. (2009) · IEEE Transactions on Industrial Electronics · doi:10.1109/tie.2009.2036029 · Cited by 502
A New Reaching Law for Antidisturbance Sliding-Mode Control of PMSM Speed Regulation System
Wang, Y., Feng, Y., Zhang, X., & Liang, J. (2019) · IEEE Transactions on Power Electronics · doi:10.1109/tpel.2019.2933613 · Cited by 421
Shi, Y., Sun, K., Huang, L., et al. (2011) · IEEE Transactions on Industrial Electronics · doi:10.1109/tie.2011.2168792 · Cited by 354
ADALINE-Network-Based PLL for Position Sensorless Interior Permanent Magnet Synchronous Motor Drives
Zhang, G., Wang, G., Xu, D., & Zhao, N. (2015) · IEEE Transactions on Power Electronics · doi:10.1109/tpel.2015.2424256 · Cited by 324
Fuzzy Adaptive Internal Model Control Schemes for PMSM Speed-Regulation System
Li, S., & Gu, H. (2012) · IEEE Transactions on Industrial Informatics · doi:10.1109/tii.2012.2205581 · Cited by 266
Sliding-Mode Observer-Based Mechanical Parameter Estimation for Permanent Magnet Synchronous Motor
Zhang, X., & Li, Z. (2015) · IEEE Transactions on Power Electronics · doi:10.1109/tpel.2015.2495183 · Cited by 227
Cited by
Sorted by citations
Tong, Y., Salhi, I., Wang, Q., Lu, G., & Wu, S. (2025) · Energies · doi:10.3390/en18092312 · Cited by 60
“By generating optimal switching patterns, SVM reduces harmonic distortion and enhances the overall efficiency of the converter, particularly in high-frequency applications [109].”
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
Metadata
- Authors
- Yang, C., Song, B., Xie, Y., Lu, S., & Tang, X.
- Affiliations
- State Key Laboratory of Digital Manufacturing Equipment and Technology (CN)
- Guangdong Intelligent Robotics Institute, Dongguan, China
- Wuhan University of Science and Technology (CN)
- Huazhong University of Science and Technology (CN)
- Venue
- IEEE Journal of Emerging and Selected Topics in Power Electronics
- Published
- 2022-04
- Volume
- 10
- Issue
- 2
- Pages
- 2445-2462
- ISSN
- 2168-6777 (ISSN-L)
- 2168-6785
- OpenAlex
- W3197146428
- Cited by
- 29
- References
- 44
- Citations by year
- 2026: 3 · 2025: 10 · 2024: 6 · 2023: 8 · 2022: 2
- FWCI
- 1.18
- Type
- journal article
- Language
- en
- Open access
- closed
- Licence
- Locations
- IEEE Journal of Emerging and Selected Topics in Power Electronics (publishedVersion)
- Funders
- National Key Research and Development Program of China (SQ2019YFB-1707300)
- Basic and Applied Basic Research Foundation of Guangdong Province (2020A1515110464, 2021A1515012409)
- Innovative and Entrepreneurial Teams Program of Guangdong (2017ZT07G493)
- Topics
- Physical Sciences › Engineering › Electrical and Electronic Engineering › Sensorless Control of Electric Motors
- Physical Sciences › Engineering › Mechanical Engineering › Control Systems in Engineering
- Physical Sciences › Engineering › Control and Systems Engineering › Adaptive Control of Nonlinear Systems
- Keywords
- surface-mounted permanent magnet synchronous motor, disturbance torque estimation, inertia estimation, time-varying learning rate, motor drives
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review
