A survey on dynamic simulation of automation systems and components in the Internet of Things
Abstract
Internet-of-Things-(IoT)-systems will pose new challenges for the simulation of such systems, like the dynamic entering of components during runtime and the huge heterogeneity of the components. Various existing approaches for the simulation of IoT-systems are described. Additionally a concept is presented, which meets the described challenges. To satisfy the heterogeneity each component is modelled individually in separate modelling tools. The concept utilizes a multi-agentsystem to simulate the communication between the different models and to enable them to be integrated during simulation time. With the presented concept it is also possible to integrate real components into the simulation.
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It can also be implemented for its capability to represent and deal with a continuous flow of data.
“It can also be implemented for its capability to represent and deal with a continuous flow of data [48] [49].”
From Digital Twin in the IoT Context: A Survey on Technical Features, Scenarios, and Architectural Models (2020) · cites this paper as [49]
Cites
About The Importance of Autonomy and Digital Twins for the Future of Manufacturing
Rosen, R., von Wichert, G., Lo, G., & Bettenhausen, K. D. (2015) · IFAC-PapersOnLine · doi:10.1016/j.ifacol.2015.06.141 · Cited by 1,474 · cited 1× · see citing works
“Reference [1] mentions four stages of simulation: Individual Application, Simulation Tools, Simulation-based System Design and Digital Twin.”
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Digital Twin in the IoT Context: A Survey on Technical Features, Scenarios, and Architectural Models
Minerva, R., Lee, G. M., & Crespi, N. (2020) · Proceedings of the IEEE · doi:10.1109/jproc.2020.2998530 · Cited by 812 · see citing works
An architecture of an intelligent digital twin in a cyber-physical production system
Ashtari Talkhestani, B., Jung, T., Lindemann, B., Sahlab, N., Jazdi, N., Schloegl, W., & Weyrich, M. (2019) · at - Automatisierungstechnik · doi:10.1515/auto-2019-0039 · Cited by 300 · see citing works
Self-citation
- Authors
- Jung, T., Jazdi, N., & Weyrich, M.
- Affiliations
- University of Stuttgart (DE)
- Venue
- 2017 22nd IEEE International Conference on Emerging Technologies and Factory Automation (ETFA)
- Publisher
- IEEE
- Published
- 2017-09
- Pages
- 1-4
- OpenAlex
- W2783111887
- Cited by
- 11
- References
- 1
- Citations by year
- 2025: 1 · 2023: 1 · 2021: 1 · 2020: 2 · 2019: 4 · 2018: 2
- FWCI
- 2.30
- Type
- conference paper
- Language
- en
- Open access
- closed
- Locations
- IEEE International Conference on Emerging Technologies and Factory Automation (ETFA) (publishedVersion)
- Topics
- Physical Sciences › Computer Science › Computational Theory and Mathematics › Modeling and Simulation Systems
- Social Sciences › Decision Sciences › Management Science and Operations Research › Simulation Techniques and Applications
- Physical Sciences › Engineering › Control and Systems Engineering › Simulation and Modeling Applications
- Keywords
- Internet of Things, dynamic simulation, multi-agent systems, model integration, automated systems
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