HZB, Berlin, Germany
[*]https://doi.org/10.1063/1.5084665
[**]https://raypyng.readthedocs.io/
[***]https://doi.org/10.1080/08940886.2019.1608121
[****]https://raypyng-bluesky.readthedocs.io/
| Paper | Title | Page |
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| THMBCMO18 | Advancements in Beamline Digital Twin at BESSYII | 1236 |
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This presentation reports on the status of beamline digital twins at BESSY II. To provide a comprehensive beamline simulation experience we have leveraged BESSY II’s x-ray tracing program, RAY-UI[*], widely used for beamline design and commissioning and best adapted to the requirements of our soft X-ray source BESSY II. We created a Python API, RayPyNG, capable to convert our library of beamline configuration files produced by RAY-UI into Python objects[**]. This allows to embed beamline simulation into Bluesky[***], our experimental controls software ecosystem. All optical elements are mapped directly into the Bluesky device abstraction (Ophyd). Thus beamline operators can run simulations and operate real systems by a common interface, allowing to directly compare theory predictions with real-time results[****]. We will discuss the relevance of this digital twin for process tuning in terms of enhanced beamline performance and streamlined operations. We will shortly discuss alternatives to RAY-UI like other software packages and ML/AI surrogate models.
[*]https://doi.org/10.1063/1.5084665 [**]https://raypyng.readthedocs.io/ [***]https://doi.org/10.1080/08940886.2019.1608121 [****]https://raypyng-bluesky.readthedocs.io/ |
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Slides THMBCMO18 [0.333 MB] | |
| DOI • | reference for this paper ※ doi:10.18429/JACoW-ICALEPCS2023-THMBCMO18 | |
| About • | Received ※ 06 October 2023 — Accepted ※ 11 December 2023 — Issued ※ 16 December 2023 | |
| Cite • | reference for this paper using ※ BibTeX, ※ LaTeX, ※ Text/Word, ※ RIS, ※ EndNote (xml) | |