A Generic Data Fusion and Analysis Platform for Cyber-Physical Systems.

Technologien fur die intelligente Automation(2017)

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摘要
In the future, production systems and information technology will merge, providing new ways for data processing and analysis. Still, the current situation is that for different production environments, different IT-infrastructures exist. This makes data gathering, fusion and analysis process an elaborate work or even unfeasible. Hence, this paper presents a generic, extendable and adaptable data fusion and analysis platform. Within this platform it is possible to connect onto different production systems, collect and process their measurements in real-time and finally give feed-back to the user. To keep the platform generic, the architecture follows a plug-in based approach. It is possible to integrate data from new productions systems into the platform as well as tailor made algorithms for analysis. As a use case, the platform is used on an industry 4.0 testbed which is used to monitor and track the lifecycle of a load process.
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关键词
Industry 4.0,Condition-Monitoring,Plug-in architecture,Data Fusion,Data Analysis,Cyber-Physical Systems,Generic,Adaptable
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