辽宁石油化工大学学报

辽宁石油化工大学学报 ›› 2019, Vol. 39 ›› Issue (6): 72-77.DOI: 10.3969/j.issn.1672-6952.2019.06.013

• 机械工程 • 上一篇    下一篇

基于动态贝叶斯网络的煤粉加压输送系统可靠性分析

赵志博多依丽孙铁   

  1. (辽宁石油化工大学 机械工程学院,辽宁 抚顺 113001)
  • 收稿日期:2019-04-19 修回日期:2019-05-25 出版日期:2019-12-25 发布日期:2019-12-24
  • 通讯作者: 多依丽(1985⁃),女,博士研究生,讲师,从事安全工程方面的研究;E⁃mail:lnpuduoyili@163.com
  • 作者简介:赵志博(1995-),男,硕士研究生,从事大型煤气化设备可靠性分析研究;E-mail:648789143@qq.com
  • 基金资助:
    国家重点研发计划资助项目(2018YFC0808500)

Reliability Analysis of Pulverized Coal Feeding and Conveying System Based on Dynamic Bayesian Network

Zhao ZhiboDuo YiliSun Tie   

  1. (School of Mechanical Engineering,Liaoning Shihua University,Fushun Liaoning 113001,China)
  • Received:2019-04-19 Revised:2019-05-25 Published:2019-12-25 Online:2019-12-24

摘要: 为解决煤粉加压输送系统动态失效问题,提出一种基于动态贝叶斯网络的可靠性评估方法。首先,在分析煤粉加压输送系统的结构与功能的基础上构造事故树模型,并根据事故树模型向动态贝叶斯网络转化的规则,建立煤粉加压输送系统的可靠性分析模型。然后,引入维修因素、时间序列,利用动态贝叶斯网络的两向推理能力,确定煤粉加压输送系统的薄弱环节和可靠度的动态变化规律。结果表明,该方法可有效描述煤粉加压输送系统的动态特性,分析结果符合实际工况。

关键词: 煤粉加压输送系统, 事故树模型, 动态贝叶斯网络, 维修因素, 可靠性分析

Abstract: In order to solve the dynamic failure problem of pulverized coal pressurized conveying system, a reliability evaluation method based on dynamic bayesian network is proposed in this paper.Firstly, based on the analysis of the structure and function of the pulverized coal pressurized conveying system, the fault tree model is constructed, and the reliability analysis model of the pulverized coal pressurized conveying system is established according to the rules of the trans⁃formation from the fault tree model to the dynamic bayesian network.Then, by introducing maintenance factors and time series, using the two⁃way reasoning ability of dynamic bayesian network, the weak links and the dynamic variation law of reliability of the pulverized coal conveying system are determined.The results show that the method can effectively describe the dynamic characteristics of the pulverized coal pressurized conveying system, and the analysis results are more in line with the actual working conditions.

Key words: Pulverized coal pressurized conveying system, Fault tree model, Dynamic bayesian network, Maintenance factor, Reliability analysis

引用本文

赵志博,多依丽,孙铁. 基于动态贝叶斯网络的煤粉加压输送系统可靠性分析[J]. 辽宁石油化工大学学报, 2019, 39(6): 72-77.

Zhao Zhibo,Duo Yili,Sun Tie. Reliability Analysis of Pulverized Coal Feeding and Conveying System Based on Dynamic Bayesian Network[J]. Journal of Liaoning Petrochemical University, 2019, 39(6): 72-77.

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链接本文: http://journal.lnpu.edu.cn/CN/10.3969/j.issn.1672-6952.2019.06.013

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