TY  - CHART
AU  - Karimi, Afshin
AU  - Hartl, Ingmar
AU  - Tuennermann, Henrik
AU  - lauscher, Anne
AU  - Mayet, Frank
AU  - Pressacco, Federico
AU  - Cankaya, Hueseyin
AU  - Tavakol, Alex
TI  - Annotated Logbook Dataset for Binary Issue Detection in Laser Operations (2022–2024)
M1  - PUBDB-2025-04207
PY  - 2025
AB  - This dataset contains annotated operator logbook entries collected between 2022 and 2024 at DESY. Each entry documents routine observations or potential issues during laser system operation. The dataset has been manually annotated for the task of binary issue detection, distinguishing between “issue” and “non-issue” entries. All personal identifiers and sensitive information have been anonymized according to PUBDB guidelines. The dataset supports research on automated anomaly and issue detection using large language models (LLMs) in scientific facility operations.
LB  - PUB:(DE-HGF)32
UR  - https://bib-pubdb1.desy.de/record/638807
ER  -