TY  - CONF
A1  - Pause, Daniel
A1  - Brauner, Philipp
A1  - Faber, Marco
A1  - Fischer, Markus
A1  - Hünnekes, Philipp
A1  - Petruck, Henning
A1  - Mertens, Alexander
A1  - Nitsch, Verena
A1  - Schuh, Günther
A1  - Stich, Volker
A1  - Ziefle, Martina
T1  - Task-Specific Decision Support Systems in Multi-Level Production Systems based on the digital shadow
T2  - 2019 IEEE International Conference on Industrial Cyber Physical Systems (ICPS)
N2  - Due to the increasing spread of Information and Communication Technologies (ICT) suitable for shop floors, the production environment can more easily be digitally connected to the various decision making levels of a production system. This connectivity as well as an increasing availability of high-resolution feedback data, can be used for decision support for all levels of the company and supply chain. To enable data driven decision support, different data sources were structured and linked. The data was combined in task-specific digital shadows, selecting clustering and aggregation rules to gain information. Visual interfaces for task-specific decision support systems (DSS) were developed and evaluated positively by domain experts. The complexity of decision making on different levels was successfully reduced as an effect of the processed amounts of data. These interfaces support decision making, but can additionally be improved if DSS are extended with smart agents as proposed in the Internet of Production.
KW  - Decision Support System
KW  - digital shadow
KW  - Internet of Production
KW  - Production management
KW  - production networks
Y1  - 2022
UR  - https://epub.fir.de/frontdoor/index/index/docId/1257
SN  - 978-1-5386-8500-6
SP  - 603
EP  - 608
PB  - IEEE
CY  - Taipei, Taiwan
ER  -