Open Access

Simulation Analysis of Extended Kalman Filter Applied for Estimating Position and Speed of a Brushless DC Motor


Cite

Aishwarya, V. and Jayanand, B. (2016). Estimation and control of sensorless brushless DC motor drive using extended Kalman filter. In: IEEE International Conference on Circuit, Power and Computing Technologies (ICCPCT), India.Search in Google Scholar

Auger, F., Hilairet, M., Guerrero, J. M., Monmasson, E., Orlowska-Kowalska, T. and Katsura, S. (2013). Industry Applications of the Kalman Filter: A Review. IEEE Transactions on Industrial Electronics, 60, pp. 5458-5471.10.1109/TIE.2012.2236994Search in Google Scholar

Dhaouadi, R., Mohan, N. and Norum, L. (1991). Design and Implementation of an Extended Kalman Filter for the State Estimation of a Permanent Magnet Synchronous Motor. IEEE Transactions on Power Electronics, 6(3), pp. 491-497.10.1109/63.85891Search in Google Scholar

Eissa, M. A., Ahmed, M. S., Darwish, R. R. and Bassiuny, A. M. (2015). Improved fuzzy Luenberger observerbased fault detection for BLDC motor. In: 2015 Tenth International Conference on Computer Engineering & Systems (ICCES), Cairo, IEEE, pp. 167-174. doi: 10.1109/ICCES.2015.7393039.Search in Google Scholar

El Mekki, A. and Ben Saad, K. (2016). A BLDC fault diagnosis approach based on a super-twisting sliding mode observer. In: 2016 4th International Conference on Control Engineering & Information Technology (CEIT), Hammamet, IEEE, pp. 1-5. doi: 10.1109/CEIT.2016.7929039.Search in Google Scholar

Jethwani, A., Aseri, D., Singh, T. S. and Jain, A. K. (2016). A simpler approach to the modelling of permanent magnet brushless DC machine in MATLAB environment. In: 6th IEEE International Conference on Power Systems (ICPS), India.Search in Google Scholar

Lenine, D., Rami Reddy, B. and Vijay Kumar, S. (2007). Estimation of speed and rotor position of BLDC motor using extended Kalman filter. In: IET-UK International Conference on Information and Communication10.1049/ic:20070652Search in Google Scholar

Technology in Electrical Sciences (ICTES 2007), Chennai, Tamil Nadu, India, 20-22 December 2007, Dr. M.G.R. University, pp. 433-440.Search in Google Scholar

Ryba, Ł., Voda A., Besancon G. (2014). An LQG/ LTR Approach Towards Piezoactuator Vibration Reduction With Observer-Based Hysteresis Compensation. IFAC Proceedings Volumes, 47(3), pp. 5623-5628.10.3182/20140824-6-ZA-1003.01894Search in Google Scholar

Matlab Simulink. (2018). Mathworks: Permanent Magnet Synchronous Machine. Available at: https://www.mathworks.com [Accessed Jan. 2018].Search in Google Scholar

Simon, D. (2006). Optimal State Estimation: Kalman, H Infinity, and Nonlinear Approaches. USA: Wiley- Interscience. [ISBN: 978-0-471-70858-2].10.1002/0470045345Search in Google Scholar

Šlapák, V., Kyslan, K., Fedák, V. and Ďurovský, F. (2016). Finite Control Set Model Predictive Speed Control of a DC Motor. Mathematical Problems in Engineering, 2016, p. 10 (9571972). doi: 10.1155/2016/9571972.Search in Google Scholar

Terzic, B. and Jadric, M. (2001). Design and Implementation of the Extended Kalman Filter for the Speed and Rotor Position Estimation of Brushless DC Motor. IEEE Transactions on Industrial Electronics, 48(6), pp. 1065-1073.10.1109/41.969385Search in Google Scholar

Vinida, K. and Chacko, M. (2016). An optimized H infinity strategy for robust control of sensorless BLDC propulsion motor in submarines for improved maneuverability. In: 2016 IEEE International Conference on Power Electronics, Drives and Energy Systems (PEDES), Trivandrum, IEE, pp. 1-6.10.1109/PEDES.2016.7914280Search in Google Scholar

Zabalawi, S. A. and Nasiri, A. (2007). State space modeling and simulation of sensorless control of brushless DC motors using instantaneous rotor position tracking. In: IEEE Vehicle Power and Propulsion Conference (VPPC), Arlington, TX, USA.Search in Google Scholar

eISSN:
2543-4292
ISSN:
2451-0262
Language:
English
Publication timeframe:
Volume Open
Journal Subjects:
Computer Sciences, Artificial Intelligence, Engineering, Electrical Engineering, Electronics