Transmission Box Condition Evaluation Based on Oil Analysis and Fuzzy Comprehensive Evaluation

Yingshun Li, Tingyang Li, Xiaojian Yi, Haiyang Liu

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

1 Citation (Scopus)

Abstract

Aiming at the problem that the assessment of the wear state of armored vehicle gearboxes is prone to misreporting and omissions, a wear state discrimination method based on oil analysis is proposed. Spectral analysis is used to periodically monitor the concentration of metal elements in the gearbox wear of armored vehicles. Use the grey prediction model to predict the short-term trend of metal element concentration. It is convenient for analysis to divide the degree of wear into three grades and establish a membership model of three. The membership degree is discriminated by the equipment concentration and trend to obtain the membership matrix, and the fuzzy comprehensive evaluation model is obtained. Choose different weights for information fusion to get the final wear level discriminant matrix. In the level discriminant matrix, the most important level is the wear state of the gearbox of the armored vehicle. This method improves the limitation of using the concentration limit value and gradient limit value to judge the wear state of the transmission box in the past. Applied to the gearbox of armored vehicles during the test wear period, the accuracy of the proposed method is verified, which provides a new way to judge the wear state of heavy machinery.

Original languageEnglish
Title of host publicationProceedings - 11th International Conference on Prognostics and System Health Management, PHM-Jinan 2020
EditorsChuan Li, Dejan Gjorgjevikj, Zhe Yang, Ziqiang Pu
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages157-162
Number of pages6
ISBN (Electronic)9781728151816
DOIs
Publication statusPublished - Oct 2020
Externally publishedYes
Event11th International Conference on Prognostics and System Health Management, PHM-Jinan 2020 - Virtual, Jinan, China
Duration: 23 Oct 202025 Oct 2020

Publication series

NameProceedings - 11th International Conference on Prognostics and System Health Management, PHM-Jinan 2020

Conference

Conference11th International Conference on Prognostics and System Health Management, PHM-Jinan 2020
Country/TerritoryChina
CityVirtual, Jinan
Period23/10/2025/10/20

Keywords

  • Membership model
  • Oil analysis
  • Trend forecast
  • fuzzy comprehensive evaluation

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