TY - JOUR
T1 - (Re)deployment of Smart Algorithms in Cyber-Physical Production Systems Using DSL4hDNCS
AU - Vogel-Heuser, Birgit
AU - Trunzer, Emanuel
AU - Hujo, Dominik
AU - Sollfrank, Michael
N1 - Publisher Copyright:
© 1963-2012 IEEE.
PY - 2021/4
Y1 - 2021/4
N2 - 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.
AB - 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.
KW - Cyber-physical production system (CPPS)
KW - distributed networked control systems (DNCSs)
KW - domainspecific language (DSL)
KW - programmable logical controller
KW - smart algorithms
KW - smart manufacturing
UR - http://www.scopus.com/inward/record.url?scp=85099706353&partnerID=8YFLogxK
U2 - 10.1109/JPROC.2021.3050860
DO - 10.1109/JPROC.2021.3050860
M3 - Article
AN - SCOPUS:85099706353
SN - 0018-9219
VL - 109
SP - 542
EP - 555
JO - Proceedings of the IEEE
JF - Proceedings of the IEEE
IS - 4
M1 - 9335970
ER -