Cognitive Architectures for Process Monitoring - an Analysis

A. Wendt, Stefan Kollmann, A. Bratukhin, A. Estaji, T. Sauter, A. Jantsch
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引用次数: 1

Abstract

In smart manufacturing, the demand increases to be able to monitor and adjust process execution during production. It has led to a shift towards distributed, modular automation. A solution seems to be to use a cognitive architecture. It turns out that their generality often makes them unsuitable for specific industrial problems. In this paper, we propose a cognition-inspired architecture design for health monitoring tasks. The problem class is represented by a conveyor belt use case. We then discuss to what extent this architecture matches common implementations of cognitive theories by following a generalized cognitive process.
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过程监控的认知架构——分析
在智能制造中,能够在生产过程中监控和调整过程执行的需求增加了。它导致了向分布式、模块化自动化的转变。解决方案似乎是使用认知架构。事实证明,它们的普遍性往往使它们不适用于具体的工业问题。在本文中,我们提出了一种基于认知的健康监测任务架构设计。问题类由传送带用例表示。然后,我们通过遵循一个广义的认知过程来讨论这个架构在多大程度上与认知理论的常见实现相匹配。
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