Title :
Current sensorless control of a PMDC motor using Kalman filter and cascaded PID controller
Author :
Ng, K.H. ; Yeong, C.F. ; Su, E.L.M. ; Husain, A.R.
Author_Institution :
Fac. of Electr. Eng., Univ. Teknol. Malaysia, Skudai, Malaysia
Abstract :
This paper proposes a permanent magnet direct current (PMDC) motor position control under armature current limitation due to different factors like motor driver limitation, motor winding current limitation, etc. To limit the armature current, it has to be measured. However, adding a current sensor might not be the best solution. Here, the Kalman filter was used to estimate the armature current. To overcome the current limitation, cascaded PID controller was proposed and by only using integral term in the current controller, the current can be reduced by significant amount. Simulations for the Kalman filter and the cascaded PID controller has been done and presented.
Keywords :
DC motors; Kalman filters; electric current control; electric sensing devices; estimation theory; permanent magnet motors; position control; sensorless machine control; three-term control; Kalman filter; PMDC motor; armature current estimation; armature current limitation; cascaded PID controller; current sensor; current sensorless control; motor driver limitation; motor winding current limitation; permanent magnet direct current motor; position control; Current measurement; DC motors; Induction motors; Kalman filters; Noise measurement; Permanent magnet motors;
Conference_Titel :
Intelligent and Advanced Systems (ICIAS), 2012 4th International Conference on
Conference_Location :
Kuala Lumpur
Print_ISBN :
978-1-4577-1968-4
DOI :
10.1109/ICIAS.2012.6306068