Requirements are summarized well for data collection part of a digital twin. Which data types are planned for data storage and what is the sampling rate in data acquisition in your case?
There is no data storage implemented so far, all the data from the CNC is analyzed in real-time. In futher work a data storage should be implemented. Do you have any suggestions regarding this?
Method and strategy of data storage completely depends on their specific purposes of your architecture. Its general structure may constructed on open-source databases. Also, I can suggest that “Parquet” format for storage which is based on binary system. I hope these fundamental suggestions can be an inspiration for you! Thank you for valuable presentation…
Thank you for this question! We plan a direct coupling with shared memory or another real-time capable communication. With this coupling we want to build simulation-based control tasks.
Requirements are summarized well for data collection part of a digital twin. Which data types are planned for data storage and what is the sampling rate in data acquisition in your case?
There is no data storage implemented so far, all the data from the CNC is analyzed in real-time. In futher work a data storage should be implemented. Do you have any suggestions regarding this?
Method and strategy of data storage completely depends on their specific purposes of your architecture. Its general structure may constructed on open-source databases. Also, I can suggest that “Parquet” format for storage which is based on binary system. I hope these fundamental suggestions can be an inspiration for you! Thank you for valuable presentation…
Thank you for presenting this exciting topic!
What are your future attempts regarding the coupling of simulation and control tasks?
Thank you for this question! We plan a direct coupling with shared memory or another real-time capable communication. With this coupling we want to build simulation-based control tasks.