Title :
Diagnosis of distributed faults in outer race of bearings via Park´s transformation method
Author :
Irfan, Muhammad ; Saad, Nordin ; Ibrahim, Rosdiazli ; Asirvadam, Vijanth S. ; Tuan Hung, Nguyen
Author_Institution :
Department of Electrical and Electronics Engineering, Universiti Teknologi PETRONAS, Bandar Seri Iskandar, Perak 31750, Malaysia
fDate :
May 31 2015-June 3 2015
Abstract :
The Park´s transformation method has been used in this paper to analyze distributed defects in the outer race of the bearing. The existing non-invasive motor current analysis and instantaneous power analysis methods are unable to detect distributed defects in the bearings, due the fact that characteristics defect frequencies models are not available for these type of bearing defects. Thus, this paper proposes a graphical approach based on the Park´s transformation of three phase current to analyze bearing distributed defects. The theoretical and experimental work conducted shows that the proposed method can detect bearing distributed defects without use of any extra hardware. The results on the real hardware implementation confirm the effectiveness of the proposed method.
Keywords :
Artificial intelligence; Condition monitoring; Induction motors; Rough surfaces; Sensors; Stators; Surface roughness; Bearing Faults; Condition Monitoring; Non-Invasive Method;
Conference_Titel :
Control Conference (ASCC), 2015 10th Asian
Conference_Location :
Kota Kinabalu, Malaysia
DOI :
10.1109/ASCC.2015.7244375