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Title: Signal-injection-based efficient direct-determination of controller gains and nonlinear friction compensation values in SPMSM drives
Authors: Yang, C 
Liu, W 
Song, B
Xie, X 
Niu, S 
Chau, KT 
Issue Date: Feb-2025
Source: IEEE transactions on power electronics, Feb. 2025, v. 41, no. 2, p. 1627-1633
Abstract: This letter proposes an efficient direct-determination method for controller gains and nonlinear friction compensation values of surface-mounted permanent magnet synchronous motor (SPMSM) drive systems, enabling fast deployment and reliable control. Firstly, by leveraging open-loop speed response characteristics of the high-speed region resulting from sequential signal injection, the inertia-to-flux ratio (i.e., the quotient of total inertia to rotor flux linkage) is directly obtained for gain tuning. Secondly, with aiding from an equivalent nonlinear friction model, friction compensation values are directly extracted from the natural-decay speed response data triggered by zero-value signal injection. Departing from conventional approaches, the proposed method circumvents the need for complex model identification and cumbersome procedures, as well as for laborious internal parameter design. Experiments conducted on a 1.2-kW SPMSM drive system confirm the effectiveness of the proposed method.
Keywords: Control gain tuning
Nonlinear friction compensation (NFC)
Signal injection
Surface-mounted permanent magnet synchronous motor (SPMSM)
Publisher: Institute of Electrical and Electronics Engineers
Journal: IEEE transactions on power electronics 
ISSN: 0885-8993
EISSN: 1941-0107
DOI: 10.1109/TPEL.2025.3618648
Rights: © 2025 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.
The following publication C. Yang, W. Liu, B. Song, X. Xie, S. Niu and K. T. Chau, "Signal-Injection-Based Efficient Direct-Determination of Controller Gains and Nonlinear Friction Compensation Values in SPMSM Drives," in IEEE Transactions on Power Electronics, vol. 41, no. 2, pp. 1627-1633, Feb. 2026 is available at https://doi.org/10.1109/TPEL.2025.3618648.
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