Improved MRAS-type speed estimator for the sensorless induction motor drive. (English) Zbl 1143.78343

Summary: This paper aims to obtain an accurate and robust estimation method of the rotor flux and speed for the sensorless induction motor (IM) drive. The reduced order observer has been used as an online tuned rotor flux model in the model reference adaptive system (MRAS) concept applied for the IM speed estimation. The output of this observer was used also as a feedback signal required in the direct field-oriented control (DFOC) structure of the IM.
It is shown that a new rotor flux and speed estimator are more robust to motor parameter changes in comparison with the classical MRAS estimator and can work stably in the DFOC structure, in the wide speed range, even for relatively high (50 per cent) identification errors of equivalent circuit parameters of the IM. The investigation looked mainly at the estimation accuracy performance and whole system stability while economic issues will still need to be addressed.
The proposed new improved MRAS speed estimator can be easily realised using modern digital signal processors. The implementation was tested in an experimental set-up with floating point DSP used as the system controller. The fixed-point realisation needs to be developed to obtain the practical application in the industrial drive systems. The application of the reduced order flux observer as a tuned flux model in the MRAS type speed estimator instead of the simple, but very sensitive to motor parameter uncertainties, current flux model, enables much better accuracy and stability of the rotor speed estimation in the complex DFOC structure than in the case of classical MRAS estimator.


78A55 Technical applications of optics and electromagnetic theory
Full Text: DOI


[1] Ohyama, K., Asher, G.M. and Sumner, M. (1999), ”Comparison of the practical performance and operating limits of sensorless induction motor drive using a closed loop flux observer and a full order flux observer”, Proceedings of Intern. Confer. EPE’99, Lousanne, Switzerland, CD.
[2] DOI: 10.1080/07313568908909418 · doi:10.1080/07313568908909418
[3] Orlowska-Kowalska, T., Wojsznis, P. and Kowalski, Cz. (2001), ”Dynamical performances of sensorless induction motor drive with different flux and speed observers”, Conference Proceedings of EPE’2001, Graz, Austria, pp. L6c-5, CD.
[4] DOI: 10.1109/28.158829 · doi:10.1109/28.158829
[5] DOI: 10.1109/28.195904 · doi:10.1109/28.195904
[6] Tamai, S., Sugimoto, H. and Masao, Y. (1987), ”Speed sensorless vector control of induction motor with model reference adaptive system”, Proceedings of IEEE’/IAS, pp. 189-95.
This reference list is based on information provided by the publisher or from digital mathematics libraries. Its items are heuristically matched to zbMATH identifiers and may contain data conversion errors. In some cases that data have been complemented/enhanced by data from zbMATH Open. This attempts to reflect the references listed in the original paper as accurately as possible without claiming completeness or a perfect matching.