121
Views
10
CrossRef citations to date
0
Altmetric
Research Article

Speed-sensorless control system of a bearingless induction motor based on iterative central difference Kalman filter

, , &
Pages 1524-1542 | Received 09 Jul 2019, Accepted 18 Jan 2020, Published online: 19 Feb 2020

References

  • Alonge, F., D’Ippolito, F., & Sferlazza, A. (2014, March). Sensorless control of induction-motor drive based on Robust Kalman filter and adaptive speed estimation [J]. IEEE Transactions on Industrial Electronics, 61(3), 1444–1453.
  • Anagnostou, G., & Pal, B. C. (2012, October). A derivative-free Kalman filtering approach to state estimation-based control of nonlinear systems [J]. IEEE Transactions on Power Systems, 59(10), 3987–3997.
  • Barrau, A., & Bonnabel, S. (2017, April). The invariant extended Kalman filter as a stable observer. IEEE Trans [J]. IEEE Transactions on Automatic Control, 62(4), 1797–1812.
  • Bu, W. S., Chen, Y. P., & Zu, C. L. (2018, December). Stator flux orientation inverse system decoupling control strategy of bearingless induction motor considering stator current dynamics [J]. IEEJ Transactions on Electrical and Electronic Engineering, 14(4), 640–647.
  • Bu, W. S., He, F. Z., Li, Z. Y., Zhang, H. T., & Shi, J. G. (2018, May). Neural network inverse system decoupling control strategy of BLIM considering stator current dynamics [J]. Transactions of the Institute of Measurement and Control, 41(3), 621–630.
  • Bu, W. S., Zhang, X. F., He, F. Z., & Zhang, H. T. (2018, March). Sliding mode variable structure control strategy of bearingless induction motor based on inverse system decoupling [J]. IEEJ Transactions on Electrical and Electronic Engineering, 13(7), 1052–1059.
  • Cheng, Z., Yang, L., Wang, & Sun, X. M. (2018, November). State of charge and state of health estimation of Li-ion batteries based on adaptive square-root unscented Kalam [J]. Proceedings of the CSEE, 38(8), 2384-2393+2548.
  • Chiba, A., & Asama, J. (2012, November). Influence of Rotor skew in induction type bearingless motor [J]. IEEE Transactions on Magnetics, 48(11), 4646–4649.
  • Deng, Z. Q., Wang, X. L., Zhang, H. W., Li, B., He, L. G., & Yan, Y. G. (2003, March). Rotor field oriented control of bearingless induction motor [J]. Chinese Journal of Electrical Engineering, 23(3), 89–92.
  • Dorrell, D. G., Shek, J. K. H., & Mueller, M. A. (2013, May). Damper windings in induction machines for reduction of unbalanced magnetic pull and bearing wear [J]. IEEE Transactions on Industry Applications, 49(5), 2206–2216.
  • Li, J., & Zhong, Y. R. (2006, February). Unscented Kalman filter for speed estimation in induction motor drives [J]. Transactions of China Electrotechnical Society, 21(2), 45–50.
  • Li, W. Y., Wei, G. L., Han, F., & Liu, Y. R. (2016, February). Weighted average consensus-based unscented Kalman filtering [J]. IEEE Transactions on Cybernetics, 46(2), 558–567.
  • Lim, P., Goh, C. K., Tan, K. C., & Dutta, P. (2017, January). Multimodal degradation prognostics based on switching Kalman filter ensemble [J]. IEEE Transactions on Neural Networks and Learning Systems, 28(1), 136–148.
  • Lin, Y. J., Xu, Z. W., & Xie, W. C. Asynchronous motor’s more-accurate equivalent circuit parameter determining by auto 2fit [C]. 2010 International Conference on Electrical Machines and Systems, IEEE, Incheon, South Korea.
  • Radhakrishnan, R., Yadav, A., Date, P., & Bhaumik, S. (2018, July). A new method for generating sigma points and weights for nonlinear filtering [J]. IEEE Control Systems Letters, 2(3), 519–524.
  • Ren, Y., Chen, X. C., Cai, Y. W., Zhang, H. J., Xin, C. J., & Liu, Q. (2018, June). Attitude-rate measurement and control integration using magnetically suspended control and sensitive gyroscopes [J]. IEEE Transactions on Industrial Electronics, 65(6), 4921–4932.
  • Rodriguez, E. F., & Santisteban, J. A. (2011, August). An improved control system for a split winding bearingless induction motor [J]. IEEE Transactions on Industrial Electronics, 58(8), 3401–3408.
  • Sinervo, A., & Arkkio, A. (2014, April). Rotor radial position control and its effect on the total efficiency of a bearingless induction motor with a cage rotor [J]. IEEE Transactions on Magnetics, 50(4), 1–9.
  • Sugimoto, H., Shimura, I., & Chiba, A. (2017, June). A novel stator structure for active axial force improvement in a one-axis actively positioned single-drive bearingless motor [J]. IEEE Transactions on Industry Applications, 53(5), 4414–4421.
  • Sun, X. D., Chen, L., Jiang, H. B., Yang, Z. B., Chen, J. F., & Zhang, W. Y. (2016, February). High-performance control for a bearingless permanent-magnet synchronous motor using neural network inverse scheme plus internal model controllers [J]. IEEE Transactions on Industrial Electronics, 63(6), 3479–3488.
  • Sun, X. D., Chen, L., & Yang, Z. B. (2013, December). Overview of bearingless permanent magnet synchronous motors [J]. IEEE Transactions on Industrial Electronics, 60(12), 5528–5538.
  • Sun, X. D., Chen, L., Yang, Z. B., & Zhu, H. Q. (2013, August). Speed-sensorless vector control of a bearingless induction motor with artificial neural network inverse speed observer [J]. IEEE/ASME Transactions on Mechatronics, 18(4), 1357–1366.
  • Sun, X. D., Shi, Z., Chen, L., & Yang, Z. B. (2016, July). Internal model control for a bearingless permanent magnet synchronous motor based on inverse system method [J]. IEEE Transactions on Energy Conversion, 31(4), 1539–1548.
  • Sun, X. D., Su, B. K., Chen, L., Yang, Z. B., Xu, X., & Shi, Z. (2017, May). Precise control of a four degree-of-freedom permanent magnet biased active magnetic bearing system in a magnetically suspended direct-driven spindle using neural network inverse scheme [J]. Mechanical Systems and Signal Processing, 88, 36–48.
  • Sun, X. D., Su, B. K., Wang, S. H., Yang, Z. B., Lei, G., Zhu, J. G., & Guo, Y. G. (2018, November). Performance analysis of suspension force and torque in an IBPMSM with v-shaped PMs for flywheel batteries [J]. IEEE Transactions on Magnetics, 54(11), 1–4.
  • Wang, X. X., Liang, Y., & Pan, Q. (2012, June). Unscented Kalman filter for nonlinear systems with colored measurement noise [J]. Acta Automatica Sinica, 38(06), 986–998.
  • Wu, C., Qi, R., Li, B. Q., & Ma, D. Q. (2017, January). Whole speed range sensorless control of permanent magnet synchronous motor considering saturation effect [J]. Transactions of China Electrotechnical Society, 32(2), 171–179.
  • Yang, Z. B., Ding, Q. F., Sun, X. D., Ji, J. L., & Zhao, Q. (2019, June). Design and analysis of a novel wound rotor for a bearingless induction motor [J]. International Journal of Electronics, 106(12), 1829–1844.
  • Yang, Z. B., Fan, R., Sun, X. D., Dong, D. W., Zhu, H. Q., & Sun, X. (2015, May). Speed-sensorless control system of bearingless induction motor based on the extended Kalman filter [J]. Chinese Journal of Scientific Instrument, 36(5), 801–812.
  • Yang, Z. B., Wang, K., Sun, X. D., & Ye, X. T. (2018, June). Load disturbance rejection control of a bearingless induction motor based on fractional-order integral sliding mode [J]. Proceedings of the Institution of Mechanical Engineers Part I Journal of Systems and Control Engineering, 232(12), 1356–1364.
  • Yang, Z. B., Zhang, D., Sun, X. D., & Ye, X. T. (2018, June). Adaptive exponential sliding mode control for a bearingless induction motor based on a disturbance observer [J]. IEEE Access, 6, 35425–35434.
  • Ye, X. T., Yang, Z. B., & Zhang, T. (2019, February). Modelling and performance analysis on a bearingless fixed-pole rotor induction motor. IET Electric Power Applications, 13(2), 251–258.
  • Yildiz, R., Barut, M., & Zerdali, E. (2016, December). Speed-sensorless induction motor drive with unscented Kalman filter including the estimations of load torque and rotor resistance [C]. IECON 2016-42nd Annual Conference of the IEEE Industrial Electronics Society (pp. 2946–2950). Florence, Italy.
  • Yin, Z. G., Xiao, L., Sun, X. D., Liu, J., & Zhong, Y. R. (2016, March). A speed estimation method of fuzzy extended Kalman filter for induction motors based on particle swarm optimization [J]. Transactions of China Electrotechnical Society, 31(6), 55–65.
  • Zhang, Y. G., Huang, Y. L., & Wu, Z. M. (2014, December). A high-order unscented Kalman filtering method [J]. Acta Automatica Sinica, 40(5), 838–848.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.