Please use this identifier to cite or link to this item: http://hdl.handle.net/10397/119950
Title: Improved predictive speed control of brushless dual rotor motors considering speed measurement delay and virtual inertia identification
Authors: Wu, H 
Niu, S 
Lyu, Z 
Sun, Z 
Jiang, M 
Liu, C
Liu, W 
Chau, KT 
Issue Date: 2026
Source: IEEE transactions on industrial electronics, Date of Publication: 18 May 2026, Early Access, https://doi.org/10.1109/TIE.2026.3688796
Abstract: The brushless dual rotor motor (BLDRM), with its multiple electromechanical ports and high integration, holds significant potential for various applications such as electric continuously variable transmission (ECVT) systems and contra-rotating propellers. However, the high pole-pair ratio typically adopted between the rotors and modulation windings in magnetic field modulation design imposes stringent requirements on the dynamic speed response performance, making precise and rapid control challenging. To address these issues, an improved predictive speed control (IPSC) with a discrete third-order extended state observer (ESO) and virtual inertia identification is proposed to strengthen the transient speed performance of BLDRM. With the discrete third-order ESO, the measured speed is precisely compensated, thereby enhancing speed prediction accuracy for IPSC and further improving speed response performance. Besides, accurate parameter tuning and performance analysis are obtained within the discrete domain of the proposed IPSC control strategy. With the virtual moment of inertia as well as adaptive estimation of key parameters, the robustness against model parameter uncertainties is enhanced. Finally, experimental validation on a BLDRM drive platform confirms the effectiveness of the proposed approach.
Keywords: Brushless dual rotor motor (BLDRM)
Extended state observer (ESO)
Predictive speed control (PSC)
Virtual moment of inertia (VMI)
Publisher: Institute of Electrical and Electronics Engineers
Journal: IEEE transactions on industrial electronics 
ISSN: 0278-0046
EISSN: 1557-9948
DOI: 10.1109/TIE.2026.3688796
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