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Equipment health management system and database modeling method thereof

A health management system and health management technology, applied in data processing applications, electrical digital data processing, special data processing applications, etc., can solve the problems of difficult analysis of equipment health parameters, low equipment management efficiency, and low equipment utilization, etc. Easy to operate and implement, improve data processing efficiency, and improve work efficiency

Active Publication Date: 2015-07-01
CHINA UNIV OF MINING & TECH +1
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] Aiming at the problems existing in the above-mentioned prior art, the present invention provides an equipment health management system and its database modeling method to solve the problems of low efficiency of traditional equipment management, low utilization rate of equipment in the whole life cycle, complex equipment parameters, and difficulty in analyzing equipment health parameters, etc. The problem is to realize the spatial grid processing of the equipment management space, convert the key parameters recorded by the time of the equipment into the key parameters recorded by the space, and completely distribute the storage and calculation in the area; the modeling method is simple and practical

Method used

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  • Equipment health management system and database modeling method thereof
  • Equipment health management system and database modeling method thereof
  • Equipment health management system and database modeling method thereof

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Embodiment Construction

[0043] The present invention will be further described below in conjunction with accompanying drawing.

[0044] Such as figure 1 As shown, the equipment health management system of the present invention consists of four major parts: CBM equipment health management subsystem, equipment health information visualization system, expert system and database.

[0045]所述CBM设备健康管理子系统由健康信息采集管理器、设备故障诊断管理器、设备健康评估与寿命预估管理器以及设备维修与决策管理器组成。

[0046] 所述设备健康信息采集管理器主要利用传感器对设备关键寿命参数进行信息量采集,经所述设备健康信息采集管理器采集的原始数据,通过无线传感网络将数据传输到所述综采工作面设备健康管理信息数据库储存。

[0047] 所述设备故障诊断管理器是所述CBM设备健康管理子系统的主要数据分析与处理模块,对设备包括电流、电压、振动信号等关键寿命参数在内的所有参数进行处理,在数据处理完成之后,进行初始设备故障诊断,同时将数据通过无线传感网络传送至综采工作面设备健康管理信息数据库,再由所述设备健康评估与寿命预估管理器调取利用。

[0048] 所述设备健康评估与寿命预估管理器是所述CBM设备健康管理子系统主要智能化管理核心部分,利用Markov、神经网络及其变种算法对设备健康信息数据进行处理,求解得出设备健康等级:健康-亚健康-危险-损坏,并且对于核心设备,要求进行寿命预估。所述设备健康评估与寿命预估管理器处理的数据来源于所述综采工作面设备健康管理信息数据库,在进行数据调用时,在所述综采工作面设备专家系统相应的子系统的指导下有序进行,保证工作面本地设备正常运行。

[0049] 所述设备维修与决策管理器一方面按照所述综采工作面设备专家系统指导进行有序管理,另一方面,管理与操作人员通过所述设备健康信息可视化...

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Abstract

The invention discloses an equipment health management system and a database modeling method thereof, and belongs to the technical field of management systems. The equipment health management system comprises a CBM equipment health management subsystem, an equipment health information visualization system and an expert system, and further comprises a space-grid-based database including a space grid node data packet composed of space grids and grid nodes, wherein relative space coordinates of nodes and activation time of the nodes are stored in the space grid node data packet. The system and the method provided by the invention have the advantages that firstly, an equipment management space is subjected to space grid division, so that grid data can be stored in a distributed manner, grid parallel computing is facilitated, and data processing efficiency is improved; secondly, the traditional journal recording mode based on a time line is converted into a space-based journal recording mode, so that journal recording modes are enriched; thirdly, three-dimensional visualization processing is performed on equipment health state information corresponding to the space grids.

Description

technical field [0001] The invention relates to an equipment health management system, in particular to an equipment health management system and a database modeling method thereof, belonging to the technical field of equipment management. Background technique [0002] Traditional equipment management methods focus on fault handling and static maintenance, that is, after a fault occurs, use fault diagnosis or shutdown and disassembly maintenance to restore the equipment in stages and maintain the overall health of the equipment. The traditional equipment management method has a single management method, and regular fault diagnosis or fault maintenance has a certain impact on production, which is inefficient and cannot achieve the purpose of maximizing equipment utilization. [0003] In order to promote the development and progress of the equipment management model, many enterprises in my country have carried out maintenance research based on condition maintenance (CBM), and ...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F17/50G06Q10/06
Inventor 王忠宾张霖谭超周晓谋闫海峰姚新港刘新华刘继东
Owner CHINA UNIV OF MINING & TECH
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