Inter-turn Short Circuit and Unbalanced Voltage Pattern Recognition for Three-Phase Induction Motors

  • Rodrigo López Cárdenas
  • Luis Pastor Sánchez Fernández
  • Oleksiy Progrebnyak
  • Ángel Alberto Costa Montiel
Part of the Lecture Notes in Computer Science book series (LNCS, volume 5197)

Abstract

A novel diagnostic approach, by means pattern recognition, is proposed for the early detection of inter-turn short circuit on three-phase induction motor and unbalanced input voltage detection. The essential concept is that a minimum inter-turn short circuit at stator motor or unbalanced input voltage produces a slight variation that can be identified in current and rotor speed signals. To achieve this, an own motor mathematical model was created, and in order to generalize the diagnostic for a wide range of motor, is used a novel method to calculate motor parameters through data catalogue. Through this, motors of different power and poles number are emulated and, from these results, an original methodology to transform temporal response in patterns is created.

Keywords

diagnostic induction motors pattern recognition monitoring 

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Copyright information

© Springer-Verlag Berlin Heidelberg 2008

Authors and Affiliations

  • Rodrigo López Cárdenas
    • 1
  • Luis Pastor Sánchez Fernández
    • 1
  • Oleksiy Progrebnyak
    • 1
  • Ángel Alberto Costa Montiel
    • 2
  1. 1.Center for Computing Research, National Polytechnic InstituteMexico
  2. 2.CIPEL. Higher Polytechnical Institute ”José Antonio Echeverría”Cuba

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