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Construction of a Digital Twin Framework Using Free and Open-Source Software Programs
- Source :
- IEEE Internet Computing. 26:50-59
- Publication Year :
- 2022
- Publisher :
- Institute of Electrical and Electronics Engineers (IEEE), 2022.
-
Abstract
- We present a novel Digital Twin Framework for a portable table-top sized temperature-controlled system constructed entirely using free and open-source software programs. By utilizing tools such as Robotic Process Automation (RPA) and a PLC program, the entire process was automated to achieve a true Digital Twin. Further, a mathematical model was constructed for the temperature-controlled system. The data from the physical model and the mathematical model was then compared and a what-if scenario was analyzed to predict and prevent a potential failure in the physical system. Additionally, a simulation model was created to visualize the results.
Details
- ISSN :
- 19410131 and 10897801
- Volume :
- 26
- Database :
- OpenAIRE
- Journal :
- IEEE Internet Computing
- Accession number :
- edsair.doi...........a8b5088df983781cee63fce086b7fa50
- Full Text :
- https://doi.org/10.1109/mic.2021.3051798