DocumentCode
2397197
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
fYear
2011
fDate
11-15 Sept. 2011
Firstpage
1081
Lastpage
1086
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Power Electronics Conference (COBEP), 2011 Brazilian
Conference_Location
Praiamar
ISSN
2175-8603
Print_ISBN
978-1-4577-1644-7
Electronic_ISBN
2175-8603
Type
conf
DOI
10.1109/COBEP.2011.6085329
Filename
6085329
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