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METHOD AND APPARATUS FOR MONITORING OPERATING DATA OF BOILER BASED ON BAYESIAN NETWORK

机译:基于贝叶斯网络监控锅炉操作数据的方法和装置

摘要

A method and apparatus for monitoring operating data of a boiler system based on a Bayesian network. The method comprises: S1: establishing a boiler system state model according to association relationships between various components of a boiler system and different positions of the components; S2: collecting operating states of the components and of the components at the different positions by means of a sensor, so as to obtain a boiler system observation model; S3: obtaining a boiler system model, combining the boiler system state model and the boiler system observation model; and S4: according to the boiler system model, inferring missing observation data and determining whether the observation data is abnormal. The method and apparatus construct a device-operating model based on a Bayesian network, monitor the correctness of data by means of the model, and completely supply missing data, thereby providing convenience for subsequent device remote diagnosis.
机译:一种用于监测基于贝叶斯网络的锅炉系统的操作数据的方法和装置。该方法包括:S1:根据锅炉系统的各种部件与部件不同位置之间的关联关系建立锅炉系统状态模型; S2:通过传感器通过传感器收集部件的操作状态和在不同位置处的组件,以获得锅炉系统观察模型; S3:获得锅炉系统模型,组合锅炉系统状态模型和锅炉系统观察模型;和S4:根据锅炉系统模型,推断缺失的观察数据并确定观察数据是否异常。该方法和装置构造了基于贝叶斯网络的设备操作模型,通过模型监控数据的正确性,并完全供应缺失数据,从而为后续设备远程诊断提供便利性。

著录项

  • 公开/公告号EP3822868A1

    专利类型

  • 公开/公告日2021-05-19

    原文格式PDF

  • 申请/专利权人 ENNEW DIGITAL TECHNOLOGY CO. LTD.;

    申请/专利号EP20190875735

  • 发明设计人 YANG JIE;

    申请日2019-09-25

  • 分类号G06N7;

  • 国家 EP

  • 入库时间 2022-08-24 18:44:05

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