Model-Based Condition Monitoring for the Detection of Failure of a Ball Bearing in a Centrifugal Pump

被引:0
作者
I. M. Jamadar
S. A. I. Bellary
R. A. Kanai
A. A. Alrobaian
机构
[1] Annasaheb Dange College of Engineering and Technology,
[2] Ashta,undefined
[3] Qassim University,undefined
来源
Journal of Failure Analysis and Prevention | 2019年 / 19卷
关键词
Centrifugal pump; Faults; Bearing; Dimensional analysis;
D O I
暂无
中图分类号
学科分类号
摘要
Centrifugal pumps are employed as important rotating machineries that play a vital role in sugar production plants. Untimely bearing failure, impeller damages, wearing out of sealing system and cavitation are the main faults that occur in centrifugal pump which need to be detected in advance for uninterrupted production activity in sugar plants. In such condition, the rolling bearing damage is a primary indicator of the possible major issues of the centrifugal pumps. The objective of this paper is to report a novel method that has been applied for the detection of the faulty bearing of a centrifugal pump used as a boiler feed pump in sugar production unit. A case study particularly of a deep groove ball bearing used to support non-drive end of pump is presented. Theoretical formulation of response parameters such as vibration velocity and frequency has been carried out using dimensional analysis. Subsequently, the in situ experiments have been performed using multichannel vibration analyzer (Brand—ADASH, Model-A4400 VA4 Pro) for validation.
引用
收藏
页码:1556 / 1568
页数:12
相关论文
共 43 条
  • [11] Ma Z(2017)Research on variational mode decomposition in rolling bearings fault diagnosis of the multistage centrifugal pump Elsevier J. Mech. Syst. Signal Proc. 39 176-185
  • [12] Wang S(2007)Sequential condition diagnosis for centrifugal pump system using fuzzy neural network Neural Inf. Proc. Lett. Rev. 1 1-undefined
  • [13] Shi J(2004)A combined method for triplexpump fault diagnosis based on wavelet transform, fuzzy logic and neuro-networks Elsevier J. Mech. Syst. Signal Proc. undefined undefined-undefined
  • [14] Li T(2006)Vibration-based fault diagnosis of pump using fuzzy technique Elsevier J. Meas. undefined undefined-undefined
  • [15] Wang X(2015)A numerical model for the identification of the structural damages in rolling contact bearings using matrix method of dimensional analysis ASME J. Tribol. undefined undefined-undefined
  • [16] Muralidharan V(undefined)undefined undefined undefined undefined-undefined
  • [17] Sugumaran V(undefined)undefined undefined undefined undefined-undefined
  • [18] Indira V(undefined)undefined undefined undefined undefined-undefined
  • [19] Kumar A(undefined)undefined undefined undefined undefined-undefined
  • [20] Kumar R(undefined)undefined undefined undefined undefined-undefined