Behavior tree sequencing and automation framework at LCLS

BEAMS is a sequencing framework in development at the Linac Coherent Light Source (LCLS) that uses behavior trees to meet diverse automation goals. LCLS is implemented with a distributed array of control systems operating in concert to deliver bright, coherent x-ray lasers to a variety of experimental endstations. The automation systems at these endstations have different goals and maturity levels, which has resulted in a diverse set of sequencing and automation needs. In order to optimize uptime and flexibility, we are leveraging behavior trees as an automation framework. Proven in industry, behavior trees provide a comprehensive, shared no-code language that invested parties can communicate and iterate upon. This system concretizes operator experience in a formalized, version controlled document, and gives system owners a structured way to induce state transformation or react to off nominal events.

Publication Details

Journal
JACOW
Published
2025-12-05
DOI
https://doi.org/10.18429/jacow-icalepcs2025-wecg001
Primary Topic
Scientific Computing and Data Management
Type
article
Field-Weighted Citation Impact
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article

Behavior tree sequencing and automation framework at LCLS

JACOW
Scientific Computing and Data Management
article

Behavior tree sequencing and automation framework at LCLS

article en

Abstract

BEAMS is a sequencing framework in development at the Linac Coherent Light Source (LCLS) that uses behavior trees to meet diverse automation goals. LCLS is implemented with a distributed array of control systems operating in concert to deliver bright, coherent x-ray lasers to a variety of experimental endstations. The automation systems at these endstations have different goals and maturity levels, which has resulted in a diverse set of sequencing and automation needs. In order to optimize uptime and flexibility, we are leveraging behavior trees as an automation framework. Proven in industry, behavior trees provide a comprehensive, shared no-code language that invested parties can communicate and iterate upon. This system concretizes operator experience in a formalized, version controlled document, and gives system owners a structured way to induce state transformation or react to off nominal events.

JACOW
Industry, innovation and infrastructure
Openalex Percentile: Top 20%
Scientific Computing and Data Management
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