• DocumentCode
    1902062
  • Title

    FPGA-based smart-sensor for fault detection in VSD-fed induction motors

  • Author

    Garcia-Ramirez, A.G. ; Osornio-Rios, R.A. ; Garcia-Perez, A. ; Romero-Troncoso, Rene de Jesus

  • Author_Institution
    DICIS, Univ. of Guanajuato, Salamanca, Mexico
  • fYear
    2013
  • fDate
    27-30 Aug. 2013
  • Firstpage
    233
  • Lastpage
    240
  • Abstract
    Nowadays, different industrial processes use induction motors fed through variable speed drives (VSD). In order to improve these processes, the industry demands the use of smart sensors to detect the faults, reduce the cost of maintenance, and decrease power consumption. In this work, broken rotor bars, unbalance and misalignment are automatically detected in induction motors fed by a VSD using the three current phases online, with a smart sensor. The proposed smart sensor is implemented in a field programmable gate array offering a low computational load methodology, low- cost, and portable solution for fault detection in induction motors VSD-fed. Results show a high effectiveness detection of the treated faults.
  • Keywords
    fault diagnosis; field programmable gate arrays; induction motors; intelligent sensors; variable speed drives; FPGA; different industrial processes; fault detection; field programmable gate array; induction motors; maintenance cost; power consumption; rotor bars; smart-sensor; variable speed drives; Artificial neural networks; Bars; Field programmable gate arrays; Induction motors; Intelligent sensors; Rotors; Transforms; Fault detection; Field programmable gate arrays; Induction motors; Variable speed drives;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Diagnostics for Electric Machines, Power Electronics and Drives (SDEMPED), 2013 9th IEEE International Symposium on
  • Conference_Location
    Valencia
  • Type

    conf

  • DOI
    10.1109/DEMPED.2013.6645722
  • Filename
    6645722