Analysis of vibration signals caused by ball bearing defects using time-domain statistical indicators
Prashant H. Jain, Santosh Bhosle, S Sassi, B Badri, M Thomas, S Shukla, R Yadav, J Sharma, S Khare, T Nguyen, A Khlaief, K Medjaher, A Picot, P Maussion, D Tobon, M Pradhan, P Gupta, A Hu, L Xiang, L Zhu, A Salem, A Aly, S Sassi, J Renno, D Paliwal, A Choudhury, G Tingarikar, X Niu, L Zhu, H Ding, B Tao, L Zhu, H Ding, Y Xiong, P Jain, S Bhosle, Z Wu, P Jain, S Bhosle, D Dyer, R Stewart, N Tandon, M Patil, J Mathew, P Rajendrakumar, A Utpat, R Ingle, M Nandgaonkar, J Chebil, M Hrairi, N Abushikhah, Y Wang, Y Jiang, S Kang, A Sharma, M Amarnath, P Kankar, P Singh, S Harsha, O Yadav, G Pahuja, R Heng, M Nor, Arg De, Svsa Da, L Padovese, E Kim, A Tan, B Yang, V Kosse, B Sreejith, A Verma, A Srividya, T Karacay, N Akturk, K Baiche, L Abderrazak, B Nayana, P Geethanjali, A Jahagirdar, S Mohanty, K Gupta, J Liu, Z Xu, L Zhou, W Yu, Y Shao, A Aasi, R Tabatabaei, E Aasi, S Jafari, O Yadav, G Pahuja, M Altaf, T Akram, M Khan, M Iqbal, M Ch, C Hsu, S Buchaiah
Abstract
Deep groove ball bearings are commonly used in industries and in automobiles to support the rotating shafts. Balls, outer race and inner race are the important elements of deep groove ball bearing. Any defect on these elements, i.e., ball defect (BD), outer race defect (ORD) or inner race defect (IRD) causes unwanted noise and vibration. To determine the exact location of bearing defect and its intensity, several techniques of vibration signal analysis (VSA) are available, which are basically divided into time domain, frequency domain, and time frequency domain