eprintid: 5657 rev_number: 2 eprint_status: archive userid: 1 dir: disk0/00/00/56/57 datestamp: 2023-11-09 16:17:24 lastmod: 2023-11-09 16:17:24 status_changed: 2023-11-09 16:03:28 type: article metadata_visibility: show creators_name: Irfan, M. creators_name: Saad, N. creators_name: Ibrahim, R. creators_name: Asirvadam, V.S. creators_name: Hung, N.T. creators_name: Magzoub, M.A. title: Analysis of Bearing Surface Roughness Defects in Induction Motors ispublished: pub keywords: Condition monitoring; Hardware; Induction motors; Machine vibrations; Surface defects, Analysis of various; Bearing surfaces; Defect frequency; Hardware implementations; Instantaneous power; Intelligent diagnostics; S-transformation; Stator currents, Surface roughness note: cited By 11 abstract: In this paper, a Park�s transformation method for the analysis of various bearing surface roughness defects is presented. The existing instantaneous power analysis and stator current analysis techniques are unable to diagnose bearing surface roughness defects, due to the fact that characteristics defect frequency model is not available for these types of defects. Thus, this paper proposes a Park�s transformation method which can detect surface roughness defects without requiring information of the characteristic defect frequencies. The theoretical and experimental work conducted shows that the proposed method can detect bearing outer and inner race surface roughness faults without use of any extra hardware. The results on the real hardware implementation confirm the effectiveness of the proposed approach. © 2015, ASM International. date: 2015 publisher: Springer New York LLC official_url: https://www.scopus.com/inward/record.uri?eid=2-s2.0-84942503272&doi=10.1007%2fs11668-015-0009-6&partnerID=40&md5=542eff12eebf95bd194ad59f79a98a8a id_number: 10.1007/s11668-015-0009-6 full_text_status: none publication: Journal of Failure Analysis and Prevention volume: 15 number: 5 pagerange: 730-736 refereed: TRUE issn: 15477029 citation: Irfan, M. and Saad, N. and Ibrahim, R. and Asirvadam, V.S. and Hung, N.T. and Magzoub, M.A. (2015) Analysis of Bearing Surface Roughness Defects in Induction Motors. Journal of Failure Analysis and Prevention, 15 (5). pp. 730-736. ISSN 15477029