The application of cluster analysis for the synthesis of optimal frequency control law for induction drive

Author

Braslavsky, I.Ya. ; Esaulkova, D.V. ; Kostylev, A.V. ; Tsibanov, D.V.

Author_Institution

Ural Fed. Univ., Ekaterinburg, Russia

fYear

2014

fDate

21-24 Sept. 2014

Firstpage

928

Lastpage

933

Abstract

The problem of the starting process optimization of frequency controlled induction motor is discussed. The using of the specially synthesized frequency u/f control law is proposed. The article describes the concept of synthesis of the control law on the criterion of minimum motor heating. The simplified synthesis of the control law based on neural clustering for motors with similar parameters is considered. Simulated and experimental results are given.

Keywords

control system synthesis; frequency control; induction motor drives; machine control; optimal control; optimisation; pattern clustering; starting; statistical analysis; cluster analysis; frequency controlled induction motor; frequency u-f control law; induction drive; motor heating; neural clustering; optimal frequency control law; starting process optimization; Frequency control; Induction motors; Neurons; Optimization; Process control; Stators; Vectors; induction motor; neural network clustering; optimization; scalar control;

fLanguage

English

Publisher

ieee

Conference_Titel

Power Electronics and Motion Control Conference and Exposition (PEMC), 2014 16th International

Conference_Location

Antalya

Type

conf

DOI

10.1109/EPEPEMC.2014.6980626

Filename

6980626