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

Intelligent engineering machinery fault diagnosing system based on networked movable operation machines

A technology for mobile operation and construction machinery, applied in the fields of equipment condition monitoring and fault diagnosis, machinery manufacturing and automation technology, can solve the diversity, suddenness, complexity of causes of construction machinery faults, difficult to popularize, and difficult to satisfy the knowledge expression method. requirements, etc.

Inactive Publication Date: 2005-03-30
TIANJIN UNIV
View PDF0 Cites 2 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

During monitoring and diagnosis, it is necessary to stop and install monitoring facilities, which affects the construction process; and online equipment status monitoring during the construction process cannot be realized; the cost of monitoring and maintenance vehicles is high, and it is difficult to promote
[0015] (5) The above research results are only for stand-alone machines, lack of long-distance online monitoring and first-hand information on the status of the fleet, and it is difficult to scientifically manage and real-time dispatch the fleet
[0023] Due to the complexity of the construction machinery structure (integration of machinery, electricity, hydraulics, and instrumentation), the uncertainty of construction loads (transient load changes, shock vibration, and variable speed movement of the whole machine), the harsh working environment conditions (vibration, Noise, humidity, temperature, dust), resulting in the diversity, suddenness, and complexity of construction machinery failures. At the same time, there are problems such as coordinated scheduling between construction machinery single machines in the cluster intelligent diagnosis system, which makes construction machinery fault diagnosis The system puts forward higher requirements for the expression of domain experts' practical experience knowledge and diagnosis strategies, and a single knowledge expression method is difficult to meet the requirements

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
  • Intelligent engineering machinery fault diagnosing system based on networked movable operation machines
  • Intelligent engineering machinery fault diagnosing system based on networked movable operation machines
  • Intelligent engineering machinery fault diagnosing system based on networked movable operation machines

Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0108] Examples of engine fault diagnosis knowledge expression:

[0109] GLOBE Engine: engine category; END / *frame description start* / Unit: engine class in engine class.fra; / *unit: framework name in knowledge base name* / Memberslot: name from engine class; / * general structure of name slot * / Inheritance: OVERRIDE; / *Slot inheritance property side* / Valueclass: string; / *Slot type side* / Values: "engine"; / *Slot value side* / end slot; Memberslot: code name from engine class; / * general structure of code name slot * / Inheritance: OVERRIDE; Valueclass: string; Values: "LY"; end slot; Memberslot: coding from engine class; / * general structure of code slot * / --> Inheritance: OVERRIDE; Valueclass: string; Values: "AD9000A"; end slot; / * Fault phenomenon, fault cause and solution * / MemberSlot: fault phenomenon from engine class; InheritRce: OVERRIDE; Valueclass: string; Values: unknown; end slot; MemberSlot: fault phenomenon classification from engine category;...

Embodiment 2

[0111] Examples of electrical system fault diagnosis knowledge expression:

[0112] GLOBE Electrical system: electrical system category; END / * frame description start * / Unit: electrical system class in electrical system class.fra; / *unit: framework name in knowledge base name* / Memberslot: name from electrical system class; / * the general structure of the name slot * / Inheritance: OVERRIDE; / *Slot inheritance property side* / Valueclass: string; / *Slot type side* / Values: "Electrical System"; / *Slot value side* / end slot; Memberslot: code from electrical system class; / * general structure of code slot * / Inheritance: OVERRIDE; Valueclass: string; Values: "LY"; end slot; emberslot: coding from electrical system class; / * general structure of code slot * / Inheritance: OVERRIDE; Valueclass: string; Values: "AD9000A"; end slot; / * Fault phenomenon, fault cause and solution * / MemberSlot: fault phenomenon from electrical system category; Inheritance: OVERRIDE; Valueclass: string; Va...

Embodiment 3

[0114] Examples of hydraulic system fault diagnosis knowledge expression:

[0115] GLOBE Hydraulic system: hydraulic system; END / * frame description start * / Unit: hydraulic system class in hydraulic system class.fra; / *unit: framework name in knowledge base name* / Members lot: name from hydraulic system class; / * general structure of name slot * / Inheritance: OVERRIDE; / *Slot inheritance property side* / Valueclass: string; / *Slot type side* / Values: "Hydraulic system class"; / *Slot value side* / end slot; Memberslot: code from hydraulic system; / * general structure of code slot * / Inheritance: OVERRIDE; Valueclass: string; Values: "LY"; end slot; Memberslot: coding from hydraulic system class; / * general structure of code slot * / Inheritance: OVERRIDE; Valueclass: string; Values: "AD9000A"; end slot; / * Fault phenomenon, fault cause and solution * / MemberSlot: Fault phenomenon from hydraulic system category; Inheritance: OVERRIDE; Valueclass: string; Values: unknown; end sl...

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

In the present invention, after fault information analysis, fault cause judgement, giving treating opinion and predicting stop time, the fault cause and treating opinino are transmitted to single-machine controller to direct the operator's job while the influence of the fault on the machine group engineering is judged based on the weight value of the fault part in the machine, the weight value of the fault machine in the machine group and fault grade and the fault information is transmitted to the group dispatching system. Each single machine is equipped with intelligent monitoring and diagnosis subsystem connected to movable communication module; the machine group is equipped with high-level monitoring and diagnosis system connected to movable communication module.

Description

technical field [0001] The invention belongs to the technical fields of mechanical manufacturing and automation technology, equipment status monitoring and fault diagnosis, and in particular relates to a network-based fault diagnosis system for cluster construction machinery. The equipment status monitoring and fault diagnosis expert system is a comprehensive interdisciplinary subject based on modern science and technology such as detection technology, information transmission, signal processing, recognition theory, artificial intelligence, and forecast decision-making. [0002] The cluster intelligent construction machinery takes high-grade highway construction projects as the object, adopts radio communication technology, information technology, computer technology, sensor technology, intelligent control technology, etc. to study the combination of asphalt mixing equipment, paver, vibratory roller, loader and automatic The intelligent monitoring control and construction cont...

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
Patent Type & Authority Patents(China)
IPC IPC(8): G05B19/418H04B7/26H04L29/08
CPCY02P90/02
Inventor 牛占文王树新郑尚龙吴国祥李学忠王福山陈永亮傅宗元
Owner TIANJIN UNIV
Who we serve
  • R&D Engineer
  • R&D Manager
  • IP Professional
Why Patsnap Eureka
  • Industry Leading Data Capabilities
  • Powerful AI technology
  • Patent DNA Extraction
Social media
Patsnap Eureka Blog
Learn More
PatSnap group products

Browse by: Latest US Patents, China's latest patents, Technical Efficacy Thesaurus, Application Domain, Technology Topic, Popular Technical Reports.

© 2024 PatSnap. All rights reserved.Legal|Privacy policy|Modern Slavery Act Transparency Statement|Sitemap|About US| Contact US: help@patsnap.com