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High-Performance Sensorless PMSM Drive With Extended Kalman Filter
Technical Paper
2002-01-3253
ISSN: 0148-7191, e-ISSN: 2688-3627
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Event:
Power Systems Conference
Language:
English
Abstract
This paper presents a summary of a Honeywell collaborative IR&D project for development of a high-performance sensorless method for a Permanent Magnet Synchronous Motor (PMSM) based on Extended Kalman Filter (EKF). The parameters of a high speed 90kW industrial PMSM is employed for validating the proposed sensorless method through simulation. The simulation results demonstrate that the sensorless PMSM drive can work satisfactorily over the whole speed range with full torque and speed control accuracy. With the proposed flux linkage estimator, the new sensorless PMSM drive exhibits robustness against machine parameter variations. Good performance is obtained even when the stator resistance is changed by 200%, or the flux linkage is weakened by 20%. Detailed design and modeling of the sensorless PMSM drive are described in this paper.
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Citation
Shi, K., Kojori, H., and Wu, B., "High-Performance Sensorless PMSM Drive With Extended Kalman Filter," SAE Technical Paper 2002-01-3253, 2002, https://doi.org/10.4271/2002-01-3253.Also In
References
- Henneberger G. Brunsbach B.J. Klepsch Th. “Field-oriented Control of Synchronous and Asynchronous Drives without Mechanical Sensors using a Kalman Filter” Sensorless Control of AC Motro Drives 1996 207 214
- Shi K.L. Chan T.F. Wong Y.K. Ho S. L. “Speed Estimation of an Induction Motor Drive Using an Optimized Extended Kalman Filter” IEEE Transactions on Industrial Electronics . 49 1 February 2002 124 134
- Bolognani S. Oboe R. Zigliotto M. “Sensorless Full-Digital PMSM Drive With EKF Estimation of Speed and Rotor Position” IEEE Transactions on Industrial Electronics 46 1 1999 184 191
- Bolognani S. Zigliotto M. Zordan M. “Extended-Range PMSM Sensorless Speed Drive Based on Stochastic Filtering” IEEE Transactions on Power Electronics 16 1 2001 110 117
- Hu Jun Zhu Dong-qi Wu Bin “Permanent magnet synchronous motor drive without mechanical sensors Electrical and Computer Engineering” 1996. Canadian Conference 2 1996 603 606
- Dhaouadi R. Mohan N. Norum L. “Design and implementation of an extended Kalman filter for the state estimation of a permanent magnet synchronous motor” Power Electronics, IEEE Transactions on 6 3 July 1991 491 497
- Lewis F. L. Applied Optimal Control & Estimation Prentice-Hall, Inc. 1992