Spectroscopy and Spectral Analysis, Volume. 42, Issue 8, 2637(2022)

Spectral Oil Condition Monitoring Data Selection Method for Mechanical Transmission Based on Information Entropy

Shu-fa YAN*... Yuan-chen ZHU, Lei TAO, Yong-gang ZHANG, Kai HU and Fu-chen REN |Show fewer author(s)
Author Affiliations
  • Automotive Research Institute, China National Heavy Duty Truck Group, Jinan 250101, China
  • show less
    Figures & Tables(6)
    Sketch of the PSST
    Curves for primarily selected degradation data
    RUL of the entropy-based selection
    RUL of the observing-based selection
    • Table 1. Oil spectral data for the PSST (unit: μg·g-1)

      View table
      View in Article

      Table 1. Oil spectral data for the PSST (unit: μg·g-1)

      取样号时间/MhZnCaCrNiSnNaCuAlMnPbMgFePMoSi
      151 0302 3570.50.2015.710.23.10.26.219.210.81 0330.13.8
      2101 0192 5450.60.4016.210.43.10.66.318.517.11 0270.15.1
      351751 0252 3745.29.7014.317.13.24.26.417.66149860.84.8
      361801 0342 4125.49.9015.617.83.44.47.018.26361 0220.94.9
    • Table 2. Information entropies ofoil spectraldata (unit: bits)

      View table
      View in Article

      Table 2. Information entropies ofoil spectraldata (unit: bits)

      元素数值元素数值元素数值
      Zn0.47Na0.27Mg0.15
      Ca0.62Cu5.46Fe7.26
      Cr6.38Al0.08P0.35
      Ni6.53Mn2.39Mo4.86
      Sn0Pb0.21Si0.18
    Tools

    Get Citation

    Copy Citation Text

    Shu-fa YAN, Yuan-chen ZHU, Lei TAO, Yong-gang ZHANG, Kai HU, Fu-chen REN. Spectral Oil Condition Monitoring Data Selection Method for Mechanical Transmission Based on Information Entropy[J]. Spectroscopy and Spectral Analysis, 2022, 42(8): 2637

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Category: Orginal Article

    Received: Jul. 24, 2021

    Accepted: --

    Published Online: Mar. 17, 2025

    The Author Email: YAN Shu-fa (yanshufa1990@163.com)

    DOI:10.3964/j.issn.1000-0593(2022)08-2637-05

    Topics