Semantics for self-configurable distributed diagnostics

Václav Jirkovský, Petr Kadera, P. Vrba
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引用次数: 1

Abstract

The technology of multi-agent systems has been proven to be suitable for advanced distributed industrial control solutions. Many advantages are gained by distributing the control capabilities to autonomous agents, including handling more complex tasks, robustness and partial fault tolerance. However, every complex system needs flexible diagnostics, especially in the case of large industrial control systems in order to avoid large losses due to interruption of production. This paper examines flexible and complex distributed diagnostic system and the potential utilization of semantics for diagnostics. In terms of contribution, it describes fundamental concepts and approaches within HMM-based diagnostic system and semantic knowledge representation that are basis for proposed automatic HMM compilation process. This approach is illustrated on MAST platform.
用于自配置分布式诊断的语义
多智能体系统技术已被证明适用于先进的分布式工业控制解决方案。通过将控制功能分配给自主代理,可以获得许多优势,包括处理更复杂的任务、鲁棒性和部分容错性。然而,每一个复杂的系统都需要灵活的诊断,特别是在大型工业控制系统中,为了避免由于生产中断而造成的巨大损失。本文探讨了灵活复杂的分布式诊断系统以及语义在诊断中的潜在应用。在贡献方面,它描述了基于HMM的诊断系统和语义知识表示中的基本概念和方法,这些概念和方法是提出的自动HMM编译过程的基础。该方法在MAST平台上进行了演示。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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