Title :
Precise position control of a PMSM based on new adaptive PID controllers
Author :
García, Raymundo C. ; Suemitsu, Walter I. ; Pinto, J.O.P.
Author_Institution :
Lab. of Power Electron., Fed. Univ. of Rio de Janeiro, Rio de Janeiro, Brazil
Abstract :
This paper presents a new kind of adaptive PID controller applied to the position control of a permanent magnet synchronous machine (PMSM). Instead of updating the proportional, integrative or derivative gains, the output of the nominal controller is multiplied by an adaptive correction factor, which is estimated by an ADALINE neural network. The proposed algorithm reduces the computational cost of the controller, because only one real-time updating is needed. Simulation and experimental results demonstrate that closed-loop position control of the PMSM with PID controllers with adaptive correction factor is simple to implement and has a good performance.
Keywords :
adaptive control; closed loop systems; machine control; neural nets; permanent magnet machines; position control; synchronous machines; three-term control; ADALINE neural network; PMSM; adaptive PID controllers; adaptive correction factor; closed-loop position control; nominal controller; precise position control; realtime updating; Adaptive systems; Permanent magnet motors; Position control; Rotors; Stators; Torque; Training; ADALINE; PID controller; adaptive control; permanent magnet synchronous motor; servomechanisms;
Conference_Titel :
Power Electronics Conference (COBEP), 2011 Brazilian
Conference_Location :
Praiamar
Print_ISBN :
978-1-4577-1644-7
Electronic_ISBN :
2175-8603
DOI :
10.1109/COBEP.2011.6085329