Method and device for diagnosis and early warning of vehicle faults

A technology of vehicle failure and early warning device, applied in the field of vehicle safety, can solve the problems of complex establishment process and complex expert system, and achieve the effect of eliminating manual participation

Inactive Publication Date: 2013-12-18
王绍兰
View PDF5 Cites 57 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

In the expert system, it is necessary to establish a diagnostic knowledge base, which includes a large number of vehicle fault diagnosis resources, and its establishment process is relatively complicated
[0005] I

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
  • Method and device for diagnosis and early warning of vehicle faults
  • Method and device for diagnosis and early warning of vehicle faults
  • Method and device for diagnosis and early warning of vehicle faults

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0024] The present invention will be described in detail below in conjunction with the accompanying drawings.

[0025] For the on-board diagnostic data, the usual analysis method is to infer the fault of the vehicle through the judgment of the diagnostic instrument or through the analysis of professionals. The technical solution provided by the embodiment of the present invention is to use the correlation between group average data and maintenance data to infer or predict automobile failures and abnormal working conditions. Specifically, it adopts the method of big data modeling, automatic and non-human participation Determine and deduce vehicle faults.

[0026] image 3 It is a structural diagram of a vehicle fault diagnosis and early warning system according to an embodiment of the present invention. exist image 3 Among them, each sensor of the vehicle is used to collect vehicle operating parameter data, and send it to the on-board diagnostic system (On-Board Diagnostics...

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 method and device for diagnosis and early warning of vehicle faults. The method includes the steps of establishing statistic models corresponding to various operation parameters in vehicles respectively according to the operation parameter data of a large number of vehicles, obtaining the operation parameter data corresponding to various fault types according to the maintenance records of the vehicles, determining parameter status data corresponding to the operation parameter date according to the statistic models, for each fault type, establishing a statistic model of the corresponding operation parameter status data to obtain the fault model, obtaining the operation parameter data reported by the vehicles in real time, determining the parameter status data corresponding to the operation parameter data according to the statistic model, performing abnormal alarm when abnormal operation parameters exist, determining whether the vehicles are going to break down or break down according to the fault model, and performing fault early warning or alarm when the vehicles are going to break down or break down. The method and device achieve automatic diagnosis and early warning of the vehicle faults.

Description

technical field [0001] The invention relates to the technical field of vehicle safety, in particular to a vehicle fault diagnosis and early warning method and device. Background technique [0002] With the advancement of automobile technology, automobiles are developing towards electronization, especially the combination of automobile electronics technology, computer and network technology has brought fundamental changes to automobile electronics. At the same time, the electronicization of automobiles has also brought about major changes in fault diagnosis methods. The traditional inspection methods of seeing, hearing, and touching are used to read various electronic control units (Electronic Control Unit, ECU) of automobiles with various electronic diagnostic equipment. The data and the method of judging whether the car is working properly is replaced. [0003] The remote fault diagnosis system is a system that organically combines the fault diagnosis site, remote fault di...

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): G05B23/02
Inventor 王绍兰
Owner 王绍兰
Who we serve
  • R&D Engineer
  • R&D Manager
  • IP Professional
Why Eureka
  • Industry Leading Data Capabilities
  • Powerful AI technology
  • Patent DNA Extraction
Social media
Try Eureka
PatSnap group products