Paper Info
Title
(Re)deployment of Smart Algorithms in Cyber–Physical Production Systems Using DSL4hDNCS
Abstract
Intelligent algorithms and learning are the basis for evolving smart cyber-physical production systems (CPPSs) and Industrie 4.0. A smart image detection algorithm shall be added to reduce downtime due to the extended operation of glass bottles in a yogurt producing plant. To support the engineers in doing so, a comprehensive domain-specific language (DSL), DSL4hDNCS, is introduced, enabling rapid analysis, addressing hardware/software architectures and network-related delays and uncertainties. DSL4hDNCS is defined by a metamodel to avoid ambiguity and enriched by aspects, such as safety, calculation power, and network transmission time. DSL4hDNCS is used to compare (re)deployment alternatives using different technologies, such as edge, fog, and cloud to implement the additional smart algorithm. The evaluation of DSL4hDNCS using an acknowledged Industrie 4.0 demonstrator plant as a case study confirmed the benefit for engineers during the redesign.
Year
DOI
Venue
2021
10.1109/JPROC.2021.3050860
Proceedings of the IEEE
Keywords
DocType
Volume
Cyber–physical production system (CPPS),distributed networked control systems (DNCSs),domainspecific language (DSL),programmable logical controller,smart algorithms,smart manufacturing
Journal
109
Issue
ISSN
Citations 
4
0018-9219
0
PageRank 
References 
Authors
0.34
0
4
Name
Order
Citations
PageRank
Vogel-Heuser, B.1521125.47
Emanuel Trunzer213.74
Dominik Hujo300.34
Michael Sollfrank422.41