论文信息 - The application of cluster analysis for the synthesis of optimal frequency control law for induction drive

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

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.

D. V. Esaulkova | A. V. Kostylev | I. Ya Braslavsky | D. V. Tsibanov

[1] I.Ya. Braslavsky,et al. Optimization of starting process of the frequency controlled induction motor , 2008, 2008 13th International Power Electronics and Motion Control Conference.

[2] D. P. Stepanyuk,et al. Starting processes in the frequency-regulated asynchronous drive during optimal control , 2007 .

[3] Balazs Feil,et al. Cluster Analysis for Data Mining and System Identification , 2007 .

[4] I. Ya. Braslavskii,et al. Study of optimal startup processes in the real network-FC-IM system , 2012 .

[5] P. Dostál,et al. CLUSTER ANALYSIS AND NEURAL NETWORK , .

[6] V. N. Polyakov,et al. Energy efficiency of laws of scalar frequency control of induction electric drives , 2012 .