• DocumentCode
    623359
  • Title

    An intelligent diagnostic system for the condition monitoring of AC motors

  • Author

    Irfan, Muhammad ; Saad, Nursyakinah ; Ibrahim, Roliana ; Asirvadam, Vijanth S.

  • Author_Institution
    Dept. of Electr. & Electron. Eng., Univ. Teknol. PETRONAS, Tronoh, Malaysia
  • fYear
    2013
  • fDate
    19-21 June 2013
  • Firstpage
    1248
  • Lastpage
    1253
  • Abstract
    The implication of failure to diagnose the faults of AC motors at the inception stage would lead to unscheduled machine down-time that can upset datelines and causes financial losses. Classical methods which involve thermal switches, overload relays, timers, magnetic contactors and programmable integrated circuits were adopted in early days. But these methods did not guarantee full protection of motor. This paper introduces new approach to condition monitoring of motors through intelligent diagnostic system based on stator current analysis and programmable logic controllers. The proposed method is validated by experiments performed on five different defect levels. Experiment results show that this technique is more accurate, cost effective, safe and provides continuous real time tracking of faults and estimates the severity through visual indication.
  • Keywords
    AC motor protection; condition monitoring; electric machine analysis computing; failure analysis; fault diagnosis; programmable controllers; relays; virtual instrumentation; AC motor protection; LabVIEW8.2; condition monitoring; failure analysis; faults diagnosis; financial losses; intelligent diagnostic system; magnetic contactors; overload relays; programmable integrated circuits; programmable logic controllers; stator current analysis; thermal switches; unscheduled machine down-time; Artificial intelligence; Circuit faults; Condition monitoring; Data acquisition; Induction motors; Rotors; Automation; Condition monitoring; Induction motor; Intelligent diagnostic; Programmable logic controller; Signal processing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Industrial Electronics and Applications (ICIEA), 2013 8th IEEE Conference on
  • Conference_Location
    Melbourne, VIC
  • Print_ISBN
    978-1-4673-6320-4
  • Type

    conf

  • DOI
    10.1109/ICIEA.2013.6566558
  • Filename
    6566558