DocumentCode
2287875
Title
FPGA based embedded system for induction motor failure monitoring at the start-up transient vibrations with wavelets
Author
Rodriguez-Donate, C. ; Romero-Troncoso, R.J. ; Garcia-Perez, A. ; Razo-Montes, D.A.
Author_Institution
Electron. Dept., Univ. de Guanajuato, Salamanca
fYear
2008
fDate
11-13 June 2008
Firstpage
208
Lastpage
214
Abstract
Accurate monitoring on induction motors is mandatory for modern industry in order to guarantee the overall process quality. The common practice for monitoring is performed by third party enterprises that test the electrical machines with general-purpose instrumentation equipment, which do not allow on-line operation with the subsequent increase in production costs. Several methodologies have been proposed in recent years for detection of failures in induction motors; however, these methodologies perform the analysis offline. The contribution of this work is the development of an online monitoring of induction motor failures by measuring the vibration transient signals at the start-up with discrete wavelet transform, and its implementation as an embedded system with FPGA for SOC approach. Experimentation is realized to test the system functionality. From results it is demonstrated that the proposed methodology accurately determinates the motor condition in the presence of broken rotor bars.
Keywords
condition monitoring; discrete wavelet transforms; embedded systems; failure analysis; field programmable gate arrays; induction motors; system-on-chip; transient analysis; vibrations; FPGA based embedded system; discrete wavelet transform; electrical machine monitoring; general-purpose instrumentation equipment; induction motor failure monitoring; start-up transient vibration signal; system-on-chip; Condition monitoring; Discrete wavelet transforms; Electrical equipment industry; Electrical products industry; Embedded system; Field programmable gate arrays; Induction motors; Machinery production industries; Performance evaluation; Vibration measurement; FPGA; Vibration analysis; embedded system; induction motor monitoring; wavelets;
fLanguage
English
Publisher
ieee
Conference_Titel
Industrial Embedded Systems, 2008. SIES 2008. International Symposium on
Conference_Location
Le Grande Motte
Print_ISBN
978-1-4244-1994-4
Electronic_ISBN
978-1-4244-1995-1
Type
conf
DOI
10.1109/SIES.2008.4577701
Filename
4577701
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