Title :
Utilization of median filters in power electronics: Traction drive applications
Author :
Bazzi, Ali M. ; Krein, Philip T.
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Connecticut, Storrs, CT, USA
Abstract :
This paper presents three different applications of median filters in power electronic systems, specifically, in traction motor drives. While median filters are commonly used in signal processing, literature regarding their utilization in power electronics is very limited. The theory behind median filters is first introduced and then three example applications are discussed: speed estimation for an induction motor drive, current sensing in a three-phase inverter, and dc bus voltage sensing in a half-bridge inverter. Simulation and experimental results verify the simplicity and applicability of median filters for control and sensing in power electronics applications. Results show significant improvement in the filter output quality for all three applications compared to the filter input where numerical errors, data acquisition glitches, and noise are significantly reduced or eliminated in the output.
Keywords :
induction motor drives; invertors; machine control; median filters; traction motor drives; DC bus voltage sensing; current sensing; data acquisition glitches; half-bridge inverter; induction motor drive; median filters; numerical errors; power electronic systems; power electronics; signal processing; speed estimation; three-phase inverter; traction motor drives; Median filter; noise cancellation; power electronics control and sensing; speed estimation;
Conference_Titel :
Applied Power Electronics Conference and Exposition (APEC), 2013 Twenty-Eighth Annual IEEE
Conference_Location :
Long Beach, CA
Print_ISBN :
978-1-4673-4354-1
Electronic_ISBN :
1048-2334
DOI :
10.1109/APEC.2013.6520735