DocumentCode
3335254
Title
The use of particle swarm optimisation for the tracking of Induction motor faulty lines
Author
Razik, H. ; Corrêa, M. B R ; da Silva, E.R.C.
Author_Institution
Groupe de Recherches en Electrotech. et Electron. de Nancy, Univ. Henri Poincare, Vandceuvre-les-Nancy
fYear
2009
fDate
18-20 March 2009
Firstpage
680
Lastpage
684
Abstract
This paper focuses on particles swarm optimization as a resource related to the tracking of faulty current lines of induction motor operating under fault. This can approach should be an opportunity to rise up the principal lines dealing with a rotor broken bar even if the motor operates at variable frequency. The approach considered in this paper a linear time varying inertia weight. We will show the ability of this approach to estimate the line frequency and the fault line frequencies. The induction motor operates under one full broken bar. Experiments prove that particle swarm optimization method is an efficient method to solve the optimization problem as to extract information quickly from a spectrum.
Keywords
fault diagnosis; induction motors; machine testing; particle swarm optimisation; rotors; fault location; induction motor faulty lines; line frequency estimation; particle swarm optimisation; rotor broken bar; Bars; Frequency estimation; Induction motors; Particle swarm optimization; Particle tracking; Rotors; Signal analysis; Spectral analysis; Stators; Thermal stresses; Optimization; diagnostic; induction motor; particle swarm;
fLanguage
English
Publisher
ieee
Conference_Titel
Power Engineering, Energy and Electrical Drives, 2009. POWERENG '09. International Conference on
Conference_Location
Lisbon
Print_ISBN
978-1-4244-4611-7
Electronic_ISBN
978-1-4244-2291-3
Type
conf
DOI
10.1109/POWERENG.2009.4915160
Filename
4915160
Link To Document