详细信息

基于MAS的化工过程故障诊断研究(I)  ( EI收录)  

Research on Fault Diagnosis of Chemical Processes Based on MAS(I)

文献类型:期刊文献

中文题名:基于MAS的化工过程故障诊断研究(I)

英文题名:Research on Fault Diagnosis of Chemical Processes Based on MAS(I)

作者:孙京诰[1];侍洪波[1];黄道[1]

机构:[1]工业自动化国家工程中心华东理工大学分部,上海200237

年份:2006

卷号:32

期号:3

起止页码:336

中文期刊名:华东理工大学学报(自然科学版)

外文期刊名:Journal of East China University of Science and Technology

收录:CSTPCD;;EI(收录号:2006189857124);Scopus;北大核心:【北大核心2004】;CSCD:【CSCD2011_2012】;

基金:上海市自然科学基金(01ZD14014)

语种:中文

中文关键词:多智能体;故障诊断;化工过程;本体论

外文关键词:multi-agent ; fault diagnosis ~ chemical process ; ontology ;

摘要:提出了一种新的基于多智能体的分布式化工过程故障诊断方法。通过定义化工过程的诊断本体论和功能-行为本体论,系统在提高诊断系统性能的同时,能够显著降低整个系统构造的复杂程度。采用本文给出的化工过程诊断本体论后,整个多智能体故障诊断系统的开发任务从智能体的结构设计转移到对诊断本体论属性的应用上。
A new kind of distributed fault diagnosis method of chemical process based on multi-agent system was provided. By defining the fault diagnosis ontology and the function-behavior ontology of chem ical process, We both improve the performance of the fault diagnosis system and reduce the degree of the whole system construction complexity significantly. By use of the provided chemical process diagnosis on tology, the development of the MAS based fault diagnosis system will be transformed from the design of the structure of agent to the use of the attribute of the diagnosis ontology.

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