Rotary machine failure intelligent diagnosis method and device

A technology of intelligent diagnosis and rotating machinery, applied in the direction of measuring devices, machine/structural component testing, instruments, etc., can solve the problems of poor flexibility of man-machine interface, lack of artificial intelligence, lack of intelligent diagnosis function, etc., to achieve automation , the effect of ambiguity fault tolerance

Inactive Publication Date: 2004-07-21
CHONGQING UNIV +1
View PDF1 Cites 74 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, in the diagnosis methods of these systems, the location of the equipment failure and the cause of the failure must be judged manually based on the experience of experts; the "bottleneck" of knowledge expression and utilization, the flexibility of the human-machine interface is poor; the system's poor learning ability cannot effectively evaluate, improve, and expand experts. Knowledge; Most do not have artificial intelligence, lack of interpretation of test results, etc.
"On-line status monitoring and fault diagn

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
  • Rotary machine failure intelligent diagnosis method and device
  • Rotary machine failure intelligent diagnosis method and device
  • Rotary machine failure intelligent diagnosis method and device

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0051] Such as figure 1 As shown, the 1 key phase signal 1 on the rotating shaft is amplified, compared, and optically separated by 6, as shown in figure 2 As shown, connect with density programmable logic device again, carry out interface box 11; image 3 As shown, it is connected with the high-density programmable logic device and enters the interface box 11; the 12-way switch signal 4 is amplified, compared, and optically separated by 9, such as Figure 4 , and then connected with the high-density programmable logic device, and enter the interface box 11; the 16 slow-changing signals 3 are amplified, filtered, and protected by 8, such as Figure 5 As shown, enter the interface box 11; the interface box 11 is connected with the lower computer 12, and after signal analysis and processing, characteristic parameter identification and extraction 13, it is connected with the upper computer 15 through the network card or IP protocol 14, and the upper computer 15 is connected wit...

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 system comprises preprocessing board connecting key phase signal to fast signal, key phase board controlling whole period of sampling, high speed collecting board for vibration signal, low speed data collecting board for graded signal. In the method, they are connected to down level server to fulfil data collection, signal analysis, and automatic identification as well as picking up characteristic parameters of operatino of machine set and down level server can make high speed communication with up level server through network card or IP protocol as up level server is equipped with an intelligent reasoning machine integrating professional knowledge rule, fuzzy logic and neural network in one component to carry trend prediction and intelligent diagnosis for operation and failure of machine.

Description

Technical field: [0001] The invention relates to an intelligent fault diagnosis method and device for rotating machinery. Background technique: [0002] With the rapid development of science and technology, large-scale rotating mechanical equipment such as steam turbines, generators, blowers, and compressors are becoming larger, faster, and more complex, and the possibility or probability of failure increases. Therefore, it is of great practical significance to predict the deterioration trend of rotating machinery equipment in time, carry out intelligent diagnosis and prediction of faults and deal with them quickly, and gradually realize remote diagnosis. [0003] At present, foreign fault diagnosis systems include CSI2115 / 1900 / 2000 from CSI, CMVA40 / 20 / 10 from SKF-CM, Suapshot from Bently, data PAC1500 from Entek-IRD, EDL (EMONITOR dataline), EBL (EMONITOR, baseline ) HP3560A of HP Company, BK2515 of Danish B&K Company, and PL22 / 202 / 302 online diagnostic system of British D...

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): G01D21/02G01M99/00G06N3/02
Inventor 朱才朝秦大同李润方严立谢永春伍奎唐恩李以农
Owner CHONGQING UNIV
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

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

© 2024 PatSnap. All rights reserved.Legal|Privacy policy|Modern Slavery Act Transparency Statement|Sitemap