启用智能维护服务:基于代理的设备状态数据采集和后端工作流

Martin Maritsch, Christian M. Lesjak, Andreas Aldrian
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引用次数: 5

摘要

全球竞争给企业带来了巨大的压力,要求企业优化生产流程,提高生产灵活性。例如,为了改进工业设备的维护、修理和大修(MRO)流程,需要基于internet的数据交换系统和后端工作流处理。因此,设备供应商可以从全球客户的设备中收集现场情报。通过获取的数据,可以提供智能服务。在这里,可以预测设备维护任务,从而可以主动安排内部设备维护。然而,相关工作主要集中在两个方面。一方面,如何为遗留设备实现互联网连接已经进行了研究。另一方面,提出了安全的数据采集系统。为了解决这两个问题,提出了基于broker的系统。但是相关的工作不涉及可能的Broker体系结构或数据的后端处理。因此,在这项工作中,我们研究了Broker和backend相关的方面。首先,我们讨论了主题结构和访问限制。其次,我们详细介绍了不同的Broker放置架构。最后,我们讨论和评估了整个系统的设计和实现,并详细介绍了两个具体的后端工作流程。
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Enabling smart maintenance services: Broker-based equipment status data acquisition and backend workflows
Global competition exhibits a strong pressure on organizations to optimize production processes and increase production flexibility. For example, to improve maintenance, repair and overhaul (MRO) processes of industrial equipment, an Internet-based data exchange system and backend workflow processing is required. Thereby an equipment vendor gathers field intelligence from equipment on customer premises worldwide. With the acquired data, smart services can be offered. Here, equipment maintenance tasks can be anticipated and thus on-premise equipment maintenance can be scheduled proactively. However, related work has focused mainly on two aspects. On the one hand, how to enable Internet-connectivity for legacy equipment has been investigated. One the other hand, the secure data acquisition systems have been presented. To address both aspects, Broker-based systems have been proposed. But related work does not address possible Broker architectures or the backend processing of data. Thus, in this work we investigate Broker- and backend-related aspects. First, we discuss topic structuring and access restriction. Second, we elaborate on different Broker placement architectures. Finally, we discuss and evaluate the design and implementation of an overall system and detail two concrete backend workflows.
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