Speaker
Mr
Corey Lehmann
(Optimal Operations)
Description
Recent advancements in AI and Machine Learning capabilities have shown potential for improving operations at accelerator facilities, but require significant infrastructure changes to take full advantage of. Optimal Operations (OptOps) is an open-source suite of software being developed for AI-assisted operation and support of particle accelerator facilities. A modular set of tools have been designed such as an archiver, digital twin architecture and user interface, to collectively enable advanced AI capabilities such as root cause analysis, facility-wide anomaly detection and issue tracking, and AI-supervised operation procedures.
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Author
Mr
Corey Lehmann
(Optimal Operations)
Co-author
Mr
Jared Lehmann
(Optimal Operations)