Modernizing to an AI-Ready Control System

The Accelerator Controls Operations Research Network (ACORN) project will modernize the accelerator control system and upgrade power supplies to enable future operations of the Fermilab Accelerator Complex with megawatt proton beams. By focusing on MLOps, ACORN enables full integration of AI into the control system to allow safe and reliable improvements to accelerator beam operations.

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Publication Details

Published
2025-04-03
DOI
https://doi.org/10.2172/2562857
Primary Topic
Digital Transformation in Industry
Type
article
Controls
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Modernizing to an AI-Ready Control System

Anthony Tiradani
Digital Transformation in Industry
article

Modernizing to an AI-Ready Control System

Anthony Tiradani
article en

Abstract

The Accelerator Controls Operations Research Network (ACORN) project will modernize the accelerator control system and upgrade power supplies to enable future operations of the Fermilab Accelerator Complex with megawatt proton beams. By focusing on MLOps, ACORN enables full integration of AI into the control system to allow safe and reliable improvements to accelerator beam operations.

Fermi National Accelerator Laboratory (US)
Affordable and clean energy
Digital Transformation in Industry
DOIOpen Access PDFOpenAlex
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Modernizing to an AI-Ready Control System — Anthony Tiradani · (2025) | TGRS Research Map | TGRS