1–6 Jun 2025
Taipei International Convention Center (TICC)
Asia/Taipei timezone

eLog analysis for accelerators: Status and future outlook

THPS048
5 Jun 2025, 15:30
2h
Exhibiton Hall A _Salmon (TWTC)

Exhibiton Hall A _Salmon

TWTC

Poster Presentation MC6.T33 Online Modelling and Software Tools Thursday Poster Session

Speaker

Thorsten Hellert (Lawrence Berkeley National Laboratory)

Description

This work demonstrates electronic logbook (eLog) systems leveraging modern AI-driven information retrieval capabilities at the accelerator facilities of Fermilab, Jefferson Lab, Lawrence Berkeley National Laboratory (LBNL), SLAC National Accelerator Laboratory. We evaluate contemporary tools and methodologies for information retrieval with Retrieval Augmented Generation (RAGs), focusing on operational insights and integration with existing accelerator control systems.

The study addresses challenges and proposes solutions for state-of-the-art eLog analysis through practical implementations, demonstrating applications and limitations.
We present a framework for enhancing accelerator facility operations through improved information accessibility and knowledge management, which could potentially lead to more efficient operations.

Region represented America
Paper preparation format LaTeX

Author

Thorsten Hellert (Lawrence Berkeley National Laboratory)

Co-authors

Aaron Reed (SLAC National Accelerator Laboratory) Adam Carpenter (Thomas Jefferson National Accelerator Facility) Alex Bien (SLAC National Accelerator Laboratory) Antonin Sulc (Helmholtz-Zentrum Berlin für Materialien und Energie) Chris Tennant (Thomas Jefferson National Accelerator Facility) Claudio Bisegni (SLAC National Accelerator Laboratory) Mr Daniel Lersch (Thomas Jefferson National Accelerator Facility) Daniel Ratner (SLAC National Accelerator Laboratory) Ms Diana McSpadden (Thomas Jefferson National Accelerator Facility) Mr Hayden Hoschouer (Fermi National Accelerator Laboratory) Jason St. John (Fermi National Accelerator Laboratory) Thomas Britton (Thomas Jefferson National Accelerator Facility)

Presentation materials

There are no materials yet.