Related Experiment Video
Updated: Jun 10, 2026

Design and Application of a Fault Detection Method Based on Adaptive Filters and Rotational Speed Estimation for an Electro-Hydrostatic Actuator
Published on: October 28, 2022
[Study on fault diagnosis of power-shift steering transmission based on spectrometric analysis and SVM]
Ying-Feng Zhang1, Biao Ma, Jin-Le Zhang
1School of Mechanical Engineering, Beijing Institute of Technology, Beijing 100081, China. zyfimportant@163.com
Abstract:
Spectrometric oil analysis is an important method to study the running state of Power-Shift Steering Transmission (PSST). A method of multiple out least squares support vector regression was developed using spectrometric oil analysis data and SVM (Support Vector Machine). The spectrometric oil analysis data were studied using multiple out least squares support vector regression. It has been proved that the regression data are good in approximation effect for No. 1 PSST. And the predictive values for No. 2 PSST are highly veracious with the test data. The fault information was found and the fault position was determined through compar4tive analysis. This method has been proved to have practice significance for finding fault-hidden dangers and judging fault positions.
Related Concept Videos
Transmission Shafts: Problem Solving
Next, use bending moment diagrams for the shaft to...
Design of Transmission Shafts - Stress Analysis
Multimachine Stability
In analyzing the system, the nodal equations represent the relationship between bus voltages, machine voltages, and machine currents. The nodal equation is given by:
Design of Transmission Shafts
Power System Three-Phase Short Circuits
PD Controller: Design
Designing a continuous-data controller requires selecting and linking components like adders and integrators, which are fundamental in Proportional,...
