TY  - CONF
A1  - Schuh, Günther
A1  - Blum, Matthias
A2  - Hammoudi, Slimane
A2  - Smialek, Michal
A2  - Camp, Olivier
A2  - Filipe, Joaquim
T1  - Towards a Data-oriented Optimization of Manufacturing Processes – A Real-Time Architecture for the Order Processing as a Basis for Data Analytics Methods
T2  - Proceedings of the 19th International Conference on Enterprise Information Systems (ICEIS 2017); Bd. 1
N2  - Real-time data analytics methods are key elements to overcome the currently rigid planning and improve manufacturing processes by analysing historical data, detecting patterns and deriving measures to counteract the issues.
The key element to improve, assist and optimize the process flow builds a virtual representation of a product on the shop-floor - called the digital twin or digital shadow. Using the collected data requires a high data quality, therefore measures to verify the correctness of the data are needed. Based on the described issues the paper presents a real-time reference architecture for the order processing.
This reference architecture consists of different layers and integrates real-time data from different sources as well as measures to improve the data quality. Based on this reference architecture, deviations between plan data and feedback data can be measured in real-time and countermeasures to reschedule operations can be applied.
KW  - Digitaler Schatten
KW  - Echtzeit
KW  - data analytics
KW  - digital shadow
KW  - Industrie 4.0
KW  - digital twin
KW  - real-time architecture
Y1  - 2023
UR  - https://epub.fir.de/frontdoor/index/index/docId/2647
SN  - 978-989-758-247-9
SP  - 257
EP  - 264
PB  - SCITEPRESS - Science and Technology Publications
CY  - Setúbal, Portugal
ER  -