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诊断多智能体重构过程的系统描述 被引量:3

SYSTEM DESCRIPTION FOR RECONFIGURATION OF FAULT DIAGNOSIS MULTI-AGENT
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摘要 在引入可重构故障诊断系统及诊断智能体单元组概念的基础上 ,提出了可重构故障诊断系统的体系结构和应用系统模型 ,探讨了被诊断问题的特征以及被诊断问题之间的相似性 ,构建了基于决策理论的多智能体诊断系统的评价方法 .在分析诊断智能体重构过程的基础上 ,研究了可重构故障诊断系统的重构类型、重构层次和重构步骤 .借鉴生物免疫中的调节理论 ,提出了一种重建故障诊断智能体的算法 .最后分别就智能体单元组 (AFDS) As the fundamental unit of reconfiguring diagnostic system, a new concept, reconfiguring intelligent fault diagnostic agent component group introduced in this paper is utilized to realize diagnostic system reconfiguration. The paper investigates character for diagnosed questions and similarity between them and builds an evaluating way for the intelligent multi-agent diagnostic system with concepts from decision theory. Enlightened by the immune regulation theory in a biotic system, an algorithm for reconfiguring multi-agent diagnosis system is presented in this paper based on general process for reconfiguring intelligent fault diagnostic agent. Physical reconfiguration and logic reconfiguration of AFDS is also illustrated.
出处 《信息与控制》 CSCD 北大核心 2003年第6期500-506,共7页 Information and Control
基金 国防预研基金资助项目 ( 2 0 0 12 81) 教育部高等学校博士学科点专项科研基金资助项目 ( 990 61116)
关键词 机电系统 多智能体重构过程 系统描述 可重构故障诊断系统 immune system reconfigurable multi-agent diagnosis system fault diagnosis fault detection
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