• 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