A Modular Architecture for the Design of Condition Monitoring Processes

被引:13
|
作者
Fleischmann, Hans [1 ]
Kohl, Johannes [1 ]
Franke, Joerg [1 ]
机构
[1] Inst Factory Automat & Prod Syst, Egerlandstr 7-9, D-91058 Erlangen, Germany
来源
FACTORIES OF THE FUTURE IN THE DIGITAL ENVIRONMENT | 2016年 / 57卷
关键词
Condition Monitoring Systems; Industry; 4.0; Technical Diagnosis; Socio-Cyber-Physical Systems; BUFFER ALLOCATION PROBLEM; ASSEMBLY-LINE DESIGN; TABU SEARCH; ALGORITHMS;
D O I
10.1016/j.procir.2016.11.071
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
The increasing complexity of production plants in the context of Industry 4.0 poses new challenges with regards to technical maintenance and process control. In this context, Cyber-Physical Systems (CPS) for intelligent condition monitoring enable fault-tolerant, predictable production systems. Unfortunately, CPS and Condition Monitoring System development is challenging due to the distribution of computational tasks among heterogeneous industrial IT-architectures. It is usually started from scratch, which is time-consuming and error-prone. In times of CPS the employee as maintenance worker, who ensures the availability of production machinery, is still important. In order to address these challenges, this publication we propose a modular architecture for Socio-CPS-based condition and process monitoring as well as fault diagnostics. (C) 2016 The Authors. Published by Elsevier B.V.
引用
收藏
页码:410 / 421
页数:12
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