Implementation of a Mixed Recursive Least-squares and Kalman Filter Approach in Parameters, Flux, and Speed Estimation for Vector-controlled Induction Motor Drives

References

• Moon , S. and Keyhani , A. 1994 . “Estimation of induction machine parameters from standstill time-domain data,” . IEEE Trans. Industry Appl. , Vol. 30 ( 6 ) November/December : 1609 – 1615 .
   Web of Science ®Google Scholar
• Kerkman , R. J. , Thunes , J. D. , Rowan , T. M. and Schlegel , D. W. 1996 . “A frequency-based determination of transient inductance and rotor resistance for field commissioning purposes,” . IEEE Trans. Industry Appl. , Vol. 32 ( 3 ) May/June : 577 – 584 .
   Web of Science ®Google Scholar
• Noguchi , T. , Kondo , S. and Takahashi , I. 1997 . “Field oriented control of an induction motor with robust on-line tuning of its parameters,” . IEEE Trans. Industry Appl. , Vol. 33 ( 1 ) January/February : 35 – 42 .
   Web of Science ®Google Scholar
• Ribeiro , L. A. S. , Jacobina , C. B. , Lima , A. M. N. and Oliveira , A. C. 2000 . “Real time estimation of the electric parameters of an induction machine using sinusoidal PWM voltage waveforms,” . IEEE Trans. Industry Appl. , Vol. 36 May/June : 743 – 754 .
   Web of Science ®Google Scholar
• Ribeiro , L. A. S. , Jacobina , C. B. and Lima , A. M. N. “Dynamic estimation of the induction machine parameters and speed,” . Proc. IEEE (Power Electronics Specialists Conference 1995) . Atlanta , Georgia . pp. 1281 – 1287 .
   Google Scholar
• Ribeiro , L. A. S. , Jacobina , C. B. and Lima , A. M. N. 1999 . “Linear parameter estimation for induction machines considering the operating conditions,” . IEEE Trans. Power Electron. , Vol. 14 ( 1 ) January : 62 – 73 .
   Web of Science ®Google Scholar
• Barut , M. , Bogosyan , S. and Gokasan , M. 2007 . “Speed-sensorless estimation for induction motor using extended Kalman filters,” . IEEE Trans. Ind. Electron. , Vol. 54 ( 1 ) February : 272 – 280 .
   Web of Science ®Google Scholar
• Shi , K. L. , Chan , T. F. , Wong , Y. K. and Ho , S. L. 2002 . “Speed estimation of an induction motor drive using an optimized extended Kalman filter,” . IEEE Trans. Ind. Electron. , Vol. 49 ( 1 ) February : 124 – 133 .
   Web of Science ®Google Scholar
• Hilairet , M. , Auger , F. and Darengosse , C. 2000 . “Two efficient Kalman filters for flux and velocity estimation of induction motors,” . IEEE (Power Electronics Specialists Conference 2000) . June 18–23 2000 , Galway , Ireland. Vol. 2 , pp. 891 – 896 .
   Google Scholar
• Krause , P. C. , Wasynczuk , O. and Sudhoff , S. D. 1994 . Analysis of Electric Machinery , Piscataway , NJ : IEEE Press .
   Google Scholar
• de Oliveira , P. J. R. , Seixas , P. F. , Aguirre , L. A. and Peixoto , Z. M. A. 1998 . “Parameter estimation of an induction machine using a continuous time model,” . Proceedings of the 24th Annual Conference of the IEEE Industrial Electronics Society . 31 August–4 September 1998 , Aachen , Germany. pp. 292 – 296 .
   Google Scholar
• Ljung , L. 1998 . System Identification, Theory for the User, , 2nd ed. , Upper Saddle River , NJ : Prentice Hall PTR .
   Google Scholar
• Becerra , V. M. http://www.personal.reading.ac.uk/∼shs99vmb/notes/asi/“Lecture notes by Victor M. Becerra. Lecture 3: Recursive least squares,” available at
   Google Scholar
• 1978 . “IEEE standard test procedures for polyphase induction motors and generators,” , New York : IEEE Inc. . IEEE Std. 112-1978
   Google Scholar
• Ljung , L. and Glad , T. 1994 . Modeling of Dynamic Systems , Upper Saddle River , NJ : Prentice Hall .
   Google Scholar
• Bishop , G. and Welch , G. “An introduction to the Kalman filter,” http://www.cs.unc.edu/∼welch/media/pdf/kalman_intro.pdfavailable at
   Google Scholar
• Becerra , V. M. http://www.personal.reading.ac.uk/∼shs99vmb/notes/asi/“Lecture notes by Victor M. Becerra. Lecture 7: Kalman filtering,” available at
   Google Scholar
• Storn , R. and Price , K. 1996 . “Minimizing the real functions of the ICEC1996 contest by differential evolution,” . Proceedings of IEEE International Conference on Evolutionary Computation . May 20–22 1996 , Nagoya , Japan. pp. 842 – 844 .
   Google Scholar
• Becerra , V. M. http://www.personal.reading.ac.uk/∼shs99vmb/notes/nlp/ Lecture notes by Victor M. Becerra. Lecture 5: Genetic and evolutionary algorithm, available at
   Google Scholar