|本期目录/Table of Contents|

[1]李潇,张贝克,马昕.面向安全评价的化工事故推理系统*[J].中国安全生产科学技术,2008,4(05):74-78.
 LI Xiao,ZHANG Bei ke,MA Xin.Chemical accident reasoning system oriented to safety assessment[J].JOURNAL OF SAFETY SCIENCE AND TECHNOLOGY,2008,4(05):74-78.
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面向安全评价的化工事故推理系统*()
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《中国安全生产科学技术》[ISSN:1673-193X/CN:11-5335/TB]

卷:
4
期数:
2008年05期
页码:
74-78
栏目:
出版日期:
2008-10-31

文章信息/Info

Title:
Chemical accident reasoning system oriented to safety assessment
文章编号:
1673-193X(2008)-05-0074-05
作者:
李潇张贝克马昕
北京化工大学信息学院,化工安全教育部工程研究中心
Author(s):
LI Xiao ZHANG Beike MA Xin
Research Center of the Ministry of Education for Chemical Safety Engineering, School of Information Science and Technology, Beijing University of Chemical Technology
关键词:
案例推理化工事故推理匹配算法安全评价危险可操作性分析
Keywords:
case based reasoning chemistry accident reasoning matching algorithm Hazard and Operability (HAZOP)
分类号:
TP391.77
DOI:
-
文献标志码:
A
摘要:
针对流程工业的安全评价,开发了基于案例推理的化工事故分析系统,为依赖人工推理的HAZOP方法提供可靠性依据,激发专家头脑风暴。简要介绍了CBR的实现过程,描述了化工事故推理系统的结构、包括案例的表达、案例的检索、案例的推理以及学习。其中,案例属性的表达是依据对化工事故的分类思想。案例索引采用的是分步策略,第一步得到案例检索的子集,第二步在子集中匹配案例并排序。着重研究了数字属性和语义属性的匹配以及相似度的算法,并结合模糊技术和语义分词技术给出了具体实现方法。实际案例的应用结果表明本系统有效的提高了事故推理的自动化程度,具有很高的实际意义。
Abstract:
Aiming at safety assessment of process industry, a chemical accident reasoning system oriented to safety assessment using CBR was developed, which provides reliable basis for HAZOP depending on artificial reasoning and simulates brains storm. This paper briefly introduced realization process of the CBR. The frame of the system, the representation of accident property, the index strategy and the revise method of this system were described. The representation of accident property was according to classifying thought. Index uses twopart strategy.The matching algorithm and similarity measurement of numerical and semantic properties were emphatically studied.Implementation method was presented combined with the key technology. The practical case study demonstrated that this accident analysis system for chemistry industry using CBR improves the level of automation in accident reasoning with high practical significance.

参考文献/References:

[1]Schank R, Abelson R R. Goals and understanding[M]. Erlbanum:Elsevier Science, 1997:165~176[2]李楚舒,刘西拉,张之勇.基于事例推理的高层建筑结构初步设计专家系统(基础篇)[J].建筑结构学报,2003,24(2):76~79[3]Waston I, Marir F. Casebased reasoning:a review [J]. The Knowledge Engineering Review, 1994, 9(4):327~354.[4]ShengTun Li, HeiFong Ho. Predicting financial activity with evolutionary fuzzy casebased reasoning[J]. Expert Systems with Applications, 2008(In press).[5]赵劲松,赵利华,崔林等.基于案例推理的HAZOP分析自动化框架[J].化工学报,2008,59(1):113~117[6]Yuri Avramenko, Andrzej Kraslawski. Decision supporting system for preselection of column internals in reactive distillation[J]. Chemical Engineering and Processing, 2005, 44(6):609~611[7]Negny Stephane, Le Lann Jean Marc. Casebased Reasoning for Chemical Engineering Design[J]. Chemical Engineering Research and Design, 2008(In press).[8]张春霞,郝天永.汉语自动分词的研究现状与困难[J].系统仿真学报,2005,17(30):138~143

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备注/Memo

备注/Memo:
收稿日期:2008-07-03作者简介:李潇,女,硕士研究生。*基金项目:黑龙江省科技攻关计划重点项目(编号:GB06A106)
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