TR2025-060

A Unified Observer for Smooth Speed-Sensorless Drive Control of Induction Machines at Full Speed Range


    •  Wu, J., Goldsmith, A., Liu, D., Wang, B., Zhou, L., Wang, Y., "A Unified Observer for Smooth Speed-Sensorless Drive Control of Induction Machines at Full Speed Range", IEEE International Electric Machines and Drives Conference (IEMDC), May 2025.
      BibTeX TR2025-060 PDF
      • @inproceedings{Wu2025may,
      • author = {Wu, Jingjie and Goldsmith, Abraham and Liu, Dehong and Wang, Bingnan and Zhou, Lei and Wang, Yebin},
      • title = {{A Unified Observer for Smooth Speed-Sensorless Drive Control of Induction Machines at Full Speed Range}},
      • booktitle = {IEEE International Electric Machines and Drives Conference (IEMDC)},
      • year = 2025,
      • month = may,
      • url = {https://www.merl.com/publications/TR2025-060}
      • }
  • MERL Contacts:
  • Research Areas:

    Control, Electric Systems

Abstract:

This paper proposes a novel unified observer that combines a modified low-frequency signal injection (LFSI) estimator and an adaptive full-order (AFO) flux observer for smooth sensorless control of nonsalient induction machines at full speed range. The unified observer adopts the same architecture as the AFO, i.e., comprising a rotor speed estimator and a flux observer. The speed estimator dynamics are enforced by an error signal from either the modified LFSI or the AFO, based on a switching signal indicating the system’s observability at an operation point. In order to achieve a smooth transition during the switch, the LFSI channel is modified to enable the switching on the speed estimate derivative rather than the conventional approach of switching on the speed signal. A thorough theoretical analysis is provided. Simulations and experiments validate that the proposed unified observer results in smooth operation over the full speed range.