基于案例推理的HAZOP分析自动化框架

被引:28
作者
赵劲松 [1 ]
赵利华 [1 ]
崔林 [1 ]
陈明亮 [1 ]
邱彤 [2 ]
陈丙珍 [2 ]
机构
[1] 北京化工大学信息科学与技术学院
[2] 清华大学化工系
关键词
危险和可操作性; 案例推理; 化工过程安全;
D O I
暂无
中图分类号
TP273 [自动控制、自动控制系统];
学科分类号
080201 ; 0835 ;
摘要
危险与可操作性(HAZOP)分析是一种广泛应用于化学流程工业的危险分析方法。为克服现有的HAZOP分析专家系统在"非常规"分析方面的局限性,提出了基于案例推理(CBR)的HAZOP分析自动化方法,描述了案例库及案例结构,给出了案例搜索策略。为便于案例库的知识管理,开发了案例构造器。工业实例应用结果表明,基于CBR的HAZOP专家系统突破了现有HAZOP专家系统没有学习能力和不能进行"非常规"分析的技术瓶颈。
引用
收藏
页码:111 / 117
页数:7
相关论文
共 8 条
[1]  
PHASuite: An Automated HAZOP Analysis Tool for Chemical Processes.[J].C. Zhao;M. Bhushan;V. Venkatasubramanian.Process Safety and Environmental Protection.2005, 6
[2]  
PHASuite: An Automated HAZOP Analysis Tool for Chemical Processes.[J].C. Zhao;M. Bhushan;V. Venkatasubramanian.Process Safety and Environmental Protection.2005, 6
[3]   Synthesis of separation processes by case-based reasoning [J].
Seuranen, T ;
Hurme, M ;
Pajula, E .
COMPUTERS & CHEMICAL ENGINEERING, 2005, 29 (06) :1473-1482
[4]   Application of signed digraphs-based analysis for fault diagnosis of chemical process flowsheets [J].
Maurya, MR ;
Rengaswamy, R ;
Venkatasubramanian, V .
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2004, 17 (05) :501-518
[5]   A case-based reasoning framework for workflow model management [J].
Madhusudan, T ;
Zhao, JL ;
Marshall, B .
DATA & KNOWLEDGE ENGINEERING, 2004, 50 (01) :87-115
[6]  
Computer-integrated tools for batch process development.[J].Jinsong Zhao;Shankar Viswanathan;Chunhua Zhao;Fangping Mu;Venkant Venkatasubramanian.Computers and Chemical Engineering.2000, 2
[7]  
Intelligent systems for HAZOP analysis of complex process plants.[J].Venkat Venkatasubramanian;Jinsong Zhao;Shankar Viswanathan.Computers and Chemical Engineering.2000, 9
[8]   CASE-BASED REASONING - FOUNDATIONAL ISSUES, METHODOLOGICAL VARIATIONS, AND SYSTEM APPROACHES [J].
AAMODT, A ;
PLAZA, E .
AI COMMUNICATIONS, 1994, 7 (01) :39-59