辽宁石油化工大学学报

辽宁石油化工大学学报 ›› 2020, Vol. 40 ›› Issue (6): 64-71.DOI: 10.3969/j.issn.1672-6952.2020.06.012

• 机械工程 • 上一篇    下一篇

修正三角模糊事故树算法在化工生产事故预测中的应用

张园园张巨伟赵爱彬姚彦桃   

  1. 辽宁石油化工大学 环境与安全工程学院,辽宁 抚顺113001
  • 收稿日期:2020-02-28 修回日期:2020-03-25 出版日期:2020-12-25 发布日期:2020-12-30
  • 作者简介:张园园(1983-),女,硕士,讲师,从事安全评价预测与计算机模拟等方面的研究;E-mail:514739555@qq.com。
  • 基金资助:
    国家重点研发项目(2018YFC0808500);国家自然科学基金项目(51206075)。

Application of Modified Triangle Fuzzy Fault Tree Algorithm in Accident Prediction of Chemical Production

Zhang YuanyuanZhang JuweiZhao AibinYao Yantao   

  1. School of Environmental & Safety Engineering,Liaoning Shihua University,Fushun Liaoning 113001,China
  • Received:2020-02-28 Revised:2020-03-25 Published:2020-12-25 Online:2020-12-30

摘要: 基于传统三角模糊事故树预测模型存在因线性近似导致误差较大的不足,通过截集定理分析了误差的来源,根据表现定理给出了事故树顶上事件三角模糊数隶属度曲线绘制的改进算法。使用MATLAB软件编制程序,分别采用修正的和传统的三角模糊事故预测算法,针对油库静电积累事故进行预测,计算8个原因事件的模糊重要度。计算结果显示,与传统算法相比,修正算法8个基本事件的模糊重要度计算误差平均降低11.91%,表明修正算法极大地优化了传统算法的不足。

关键词: 三角模糊数, 事故树, 截集定理, 表现定理, MATLAB软件

Abstract: Based on the traditional prediction model of triangular fuzzy accident tree, which had the defect of large error caused by linear approximation, the source of error was analyzed according to the truncated set theorem, and the improved algorithm for drawing membership curve of triangular fuzzy number of accident treetop events was given according to the representation theorem. Matlab software was used to program, the modified and traditional triangle fuzzy accident prediction algorithms were used to predict the electrostatic accumulation accidents in oil depots, and calculated the fuzzy importance of 8 causes. According to the calculation results, compared with the traditional algorithm, the average error value of the fuzzy importance calculation of the eight basic events is reduced by 11.91%,which shows that the modified algorithm greatly optimizes the shortcomings of the traditional algorithm.

Key words: Triangular fuzzy number, Fault tree, Truncated set theorem, Representation theorem, MATLAB software

引用本文

张园园, 张巨伟, 赵爱彬, 姚彦桃. 修正三角模糊事故树算法在化工生产事故预测中的应用[J]. 辽宁石油化工大学学报, 2020, 40(6): 64-71.

Zhang Yuanyuan, Zhang Juwei, Zhao Aibin, Yao Yantao. Application of Modified Triangle Fuzzy Fault Tree Algorithm in Accident Prediction of Chemical Production[J]. Journal of Liaoning Petrochemical University, 2020, 40(6): 64-71.

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链接本文: http://journal.lnpu.edu.cn/CN/10.3969/j.issn.1672-6952.2020.06.012

               http://journal.lnpu.edu.cn/CN/Y2020/V40/I6/64