Interfaces and models for the diagnosis of cyber-physical ecosystems

D. Klar, M. Huhn
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引用次数: 3

Abstract

When the multi-agent paradigm is applied to cyber-physical ecosystems, the diagnosis of physical failures and unexpected interference must be handled by the agents' internal adaptive task planning or external maintenance. In both cases, a profound knowledge of potential dependencies and their run-time manifestations is required. The open, evolutionary aspect of such systems adds to the complexity of failure interaction patterns. As a solution, we propose to adopt techniques from the systemlevel diagnosis of automation systems. By extending existing MAS metamodels with explicit resource and dependency models, an integrated diagnostic knowledge base can be established. The diagnostic viewpoint provides interfaces with enhanced semantics based on causality and symptom propagation and transformation. The formalization enables the checking of diagnostic consistency based on interface compatibility. Results are demonstrated within a smart airport transport scenario.
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网络物理生态系统诊断的接口和模型
当多智能体范式应用于网络物理生态系统时,物理故障和意外干扰的诊断必须由智能体内部自适应任务规划或外部维护来处理。在这两种情况下,都需要对潜在依赖项及其运行时表现形式有深入的了解。这类系统的开放性和演化性增加了故障交互模式的复杂性。作为解决方案,我们建议采用自动化系统的系统级诊断技术。通过使用显式的资源模型和依赖模型扩展现有的MAS元模型,可以建立一个集成的诊断知识库。诊断视点提供了基于因果关系和症状传播和转换的增强语义的接口。形式化允许基于接口兼容性检查诊断一致性。结果在智能机场运输场景中进行演示。
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