Chinese Journal of Ship Research, Volume. 20, Issue 2, 47(2025)

Marine fire pump motor bearings fault feature enhancement and diagnosis based on adaptive SSA and improved TEO

Xuewei SONG1,2,3, Zhiqiang LIAO1,2,3, and Baozhu JIA1,2,3
Author Affiliations
  • 1Naval Architecture and Shipping College, Guangdong Ocean University, Zhanjiang 524088, China
  • 2Technical Research Center for Ship Intelligence and Safety Engineering of Guangdong Province, Zhanjiang 524088, China
  • 3Guangdong Provincial Key Laboratory of Intelligent Equipment for South China Sea Marine Ranching, Zhanjiang 524088, China
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    Figures & Tables(20)
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    • Table 1. Specific parameters of the outer ring fault simulation model

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      Table 1. Specific parameters of the outer ring fault simulation model

      参数取值
      冲击信号周期$ {P_0} $41
      载波中心频率($ {f_{01}} $, $ {f_{02}} $)/$ {\text{Hz}} $1 200
      5 200
      阻尼比率$ {\xi _0} $0.02
      外圈故障特征频率$ {f_0} $/$ {\text{Hz}} $50
    • Table 2. Fault characteristic frequency of bearings

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      Table 2. Fault characteristic frequency of bearings

      转速 / (r·min−1)故障特征频率/Hz
      外圈(fo内圈(fi滚动体(fe
      50033.255.739.6
      1 00066.5110.179.3
      1 50099.8165.2118.9
    • Table 3. Comparison of experimental results

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      Table 3. Comparison of experimental results

      方法名称SIISVI运行时间/s
      本文方法0.9722.1214.23
      HPF0.7818.452.12
      WT0.9219.3218.23
      ITD0.8917.6819.45
      VMD0.9017.6795.26
      EMD0.9217.2323.32
      EEMD0.9418.1640.24
      CEEMDAN0.9418.24157.19
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    Xuewei SONG, Zhiqiang LIAO, Baozhu JIA. Marine fire pump motor bearings fault feature enhancement and diagnosis based on adaptive SSA and improved TEO[J]. Chinese Journal of Ship Research, 2025, 20(2): 47

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    Paper Information

    Category: Ship Intelligent O&M, and Fault Diagnosis

    Received: Nov. 25, 2023

    Accepted: --

    Published Online: May. 15, 2025

    The Author Email:

    DOI:10.19693/j.issn.1673-3185.03663

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