Looking for breakthrough ideas for innovation challenges? Try Patsnap Eureka!

Turnout failure prediction method

A fault prediction and turnout technology, applied in the field of rail transit, to improve system reliability, ensure driving safety, and reduce accident rates

Active Publication Date: 2017-09-29
TONGJI UNIV
View PDF5 Cites 19 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] The present invention provides a turnout fault prediction method, which realizes the prediction of the working state and remaining life of the turnout in the next stage, optimizes the maintenance decision, adjusts the maintenance interval, and reduces the problems of "excessive maintenance" and "insufficient maintenance" in the existing maintenance

Method used

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
View more

Image

Smart Image Click on the blue labels to locate them in the text.
Viewing Examples
Smart Image
  • Turnout failure prediction method
  • Turnout failure prediction method
  • Turnout failure prediction method

Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0057] In this embodiment, a method for predicting a turnout failure is provided, figure 1 is a flowchart of a fault prediction method according to an embodiment of the present invention, such as figure 1 As shown, the flowchart includes the following steps:

[0058] Step S11, collecting N consecutive normal action curves of the same switch;

[0059] Step S12, extracting representative features for each action curve;

[0060] Step S13, establishing prediction models for similar features of the N curves;

[0061] Step S14, based on the prediction model, calculate the value of each type of feature during the Yth (Y>N) action of the turnout;

[0062] Step S15, based on the eigenvalues ​​obtained by the prediction model, the prediction curve of the Y-th movement of the switch is obtained;

[0063] Step S16, perform fault diagnosis on the Y-th movement prediction curve of the switch, and judge whether there is a fault.

[0064] Through the above steps, based on the collected...

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

PUM

No PUM Login to View More

Abstract

The invention provides a turnout failure prediction method. The turnout failure prediction method comprises the steps that continuous N normal action curves of the same turnout are acquired; representative characteristics of the normal action curves are extracted; prediction models are established respectively for like categories of characteristics of the N normal action curves; based on the prediction models, values of each category of characteristics during Y action (Y > N) of the turnout are respectively calculated; failure diagnosis is conducted on a Y action prediction curve of the turnout, and whether failure is produced or not is judged. By adopting the method, the working state and the residual service life of the turnout at a next stage can be predicted, a reference is provided for maintenance decision making optimization, early turnout failure prevention is achieved, the turnout accident rate is reduced, the system reliability is improved, and traffic safety is ensured.

Description

technical field [0001] The invention relates to the field of rail transit, in particular to a method for predicting a turnout failure. Background technique [0002] Turnout is an essential line equipment when a train transfers from one track to or crosses another track. It is an important part of the railway track and is also the equipment with the highest failure rate. Once the turnout breaks down and cannot complete the prescribed action, the time delay will be caused by temporary parking, or the derailment of the carriage will cause casualties. [0003] my country's frequent railway transportation operations and changing operating environments can easily lead to turnout failures, but the existing monitoring conditions and maintenance methods for turnouts are backward, which can easily cause traffic accidents or affect traffic efficiency. At present, in order to prevent accidents, the railway department arranges professionals to regularly check and repair the turnouts, wh...

Claims

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

Application Information

Patent Timeline
no application Login to View More
IPC IPC(8): B61L23/04B61K9/08
CPCB61K9/08B61L23/042
Inventor 黄世泽翟亚婵董德存张帆
Owner TONGJI UNIV
Features
  • Generate Ideas
  • Intellectual Property
  • Life Sciences
  • Materials
  • Tech Scout
Why Patsnap Eureka
  • Unparalleled Data Quality
  • Higher Quality Content
  • 60% Fewer Hallucinations
Social media
Patsnap Eureka Blog
Learn More