DocumentCode :
2275750
Title :
Research of efficiency optimization control of induction motors based EMD-EKF
Author :
Peng, Chen ; Lian, Li ; Enzeng, Dong ; Xin, Li
Author_Institution :
Sch. of Electr. & Autom. of Organ., Tianjin Univ. of Technol., Tianjin, China
Volume :
2
fYear :
2011
fDate :
10-12 June 2011
Firstpage :
90
Lastpage :
94
Abstract :
Optimization of induction motor efficiency was social and economic significance. In this paper, the problems of traditional efficiency optimization methods were discussed first, the main problem of these methods was that efficiency optimization could not realize for the appropriate flux couldn´t be gotten under complex work conditions, that induction motor parameters were variable and non-linear under variable conditions. Second, the characteristics and calculation method of EMD-EKF (Empirical Mode Decomposition-Extended Kalman Filter) were analyzed. EKF with EMD method had both of their respective advantages, which could improve the accuracy of estimates. With optimization method to minimize loss of efficiency, a new efficiency optimization control method based EMD-EKF was given, and the simulation results proved that the method was effective.
Keywords :
Kalman filters; control engineering computing; induction motors; optimisation; EMD-EKF; appropriate flux; calculation method; efficiency optimization control method; empirical mode decomposition-extended Kalman filter; induction motors; nonlinear under variable conditions; Equations; Induction motors; Mathematical model; Noise; Optimization; Resistance; Rotors; Empirical Mode Decomposition; Extended Kalman Filter; efficiency optimization; induction motor;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer Science and Automation Engineering (CSAE), 2011 IEEE International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-8727-1
Type :
conf
DOI :
10.1109/CSAE.2011.5952431
Filename :
5952431
Link To Document :
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