Health Monitoring of Three-Phase Induction Motor Using Current and Vibration Signature Analysis

Muhammad Sarfraz Moiz, Shazaib Shamim, Muhammad Abdullah, Hamdan Khan, Imtiaz Hussain, Anas Bin Iftikhar, T. D. Memon

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

11 Citations (Scopus)

Abstract

This paper revolves around the discussion of detection of faults occurs in three-phase induction motor especially outer-race bearing faults using two significant methods, Current Signature Analysis and Vibration Signature Analysis, in order to deploy predictive maintenance technique. Detection of bearing fault is important because most of the failures in induction motors are related to bearing faults which can lead to excessive downtimes and large revenue losses. Early detection of fault helps to reduce downtime and unexpected breakdowns. The current signature analysis uses stator currents spectrum to determine fault harmonics around the fundamental frequency. Every machine generates vibration and due to dynamic stresses, vibrational behavior of the machine is influenced by the mechanical condition. This disturbance can be analyzed by Vibration signature analysis. The experiment is done on induction motor of 1 HP, connected to three-phase 50 Hz supply and 6303 model bearings are artificially damaged to generate fault conditions. From experimental results, we have compared the above two techniques for fault detection and analyze the bearing fault frequency.

Original languageEnglish
Title of host publication2019 International Conference on Robotics and Automation in Industry, ICRAI 2019
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9781728130583
DOIs
Publication statusPublished - Oct 2019
Externally publishedYes
Event3rd International Conference on Robotics and Automation in Industry, ICRAI 2019 - Rawalpindi, Pakistan
Duration: 21 Oct 201922 Oct 2019

Publication series

Name2019 International Conference on Robotics and Automation in Industry, ICRAI 2019

Conference

Conference3rd International Conference on Robotics and Automation in Industry, ICRAI 2019
Country/TerritoryPakistan
CityRawalpindi
Period21/10/1922/10/19

Keywords

  • Current signature analysis
  • preventive maintenance
  • spectral analysis
  • stator current
  • Vibration signature analysis

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