arXiv - PHYS - Accelerator Physics最新文献

{"title":"First results of AUP Nb3Sn quadrupole horizontal tests","authors":"M. BaldiniFermi National Accelerator Laboratory, Batavia, Illinois, USA, G. AmbrosioFermi National Accelerator Laboratory, Batavia, Illinois, USA, G. ApollinariFermi National Accelerator Laboratory, Batavia, Illinois, USA, J. BlowersFermi National Accelerator Laboratory, Batavia, Illinois, USA, R. BossertFermi National Accelerator Laboratory, Batavia, Illinois, USA, R. CarcagnoFermi National Accelerator Laboratory, Batavia, Illinois, USA, G. ChlachidzeFermi National Accelerator Laboratory, Batavia, Illinois, USA, J. DiMarcoFermi National Accelerator Laboratory, Batavia, Illinois, USA, S. FeherFermi National Accelerator Laboratory, Batavia, Illinois, USA, S. KraveFermi National Accelerator Laboratory, Batavia, Illinois, USA, V. LombardoFermi National Accelerator Laboratory, Batavia, Illinois, USA, L. MartinFermi National Accelerator Laboratory, Batavia, Illinois, USA, C. NarugFermi National Accelerator Laboratory, Batavia, Illinois, USA, T. H. NicolFermi National Accelerator Laboratory, Batavia, Illinois, USA, V. NikolicFermi National Accelerator Laboratory, Batavia, Illinois, USA, A. NobregaFermi National Accelerator Laboratory, Batavia, Illinois, USA, V. MarinozziFermi National Accelerator Laboratory, Batavia, Illinois, USA, C. OrozcoFermi National Accelerator Laboratory, Batavia, Illinois, USA, T. PageFermi National Accelerator Laboratory, Batavia, Illinois, USA, S. StoynevFermi National Accelerator Laboratory, Batavia, Illinois, USA, T. StraussFermi National Accelerator Laboratory, Batavia, Illinois, USA, M. TurenneFermi National Accelerator Laboratory, Batavia, Illinois, USA, D. TurrioniFermi National Accelerator Laboratory, Batavia, Illinois, USA, A. VourisFermi National Accelerator Laboratory, Batavia, Illinois, USA, M. YuFermi National Accelerator Laboratory, Batavia, Illinois, USA, A. BaskysLawrence Berkeley National Laboratory, Berkeley CA, D. ChengLawrence Berkeley National Laboratory, Berkeley CA, J. F. CroteauLawrence Berkeley National Laboratory, Berkeley CA, P. FerracinLawrence Berkeley National Laboratory, Berkeley CA, L. Garcia FajardoLawrence Berkeley National Laboratory, Berkeley CA, E. LeeLawrence Berkeley National Laboratory, Berkeley CA, A. LinLawrence Berkeley National Laboratory, Berkeley CA, M. Marchev-skyLawrence Berkeley National Laboratory, Berkeley CA, M. NausLawrence Berkeley National Laboratory, Berkeley CA, H. PanLawrence Berkeley National Laboratory, Berkeley CA, I. PongLawrence Berkeley National Laboratory, Berkeley CA, S. PrestemonLawrence Berkeley National Laboratory, Berkeley CA, K. RayLawrence Berkeley National Laboratory, Berkeley CA, G. SabbiLawrence Berkeley National Laboratory, Berkeley CA, C. SanabriaLawrence Berkeley National Laboratory, Berkeley CA, G. ValloneLawrence Berkeley National Laboratory, Berkeley CA, X. WangLawrence Berkeley National Laboratory, Berkeley CA, K. AmmBrookhaven National Laboratory, Upton, NY, M. AnerellaBrookhaven National Laboratory, Upton, NY, A. Ben YahiaBrookhaven National Laboratory, Upton, NY, H. HockerBrookhaven National Laboratory, Upton, NY, P. JoshiBrookhaven National Laboratory, Upton, NY, J. MuratoreBrookhaven National Laboratory, Upton, NY, J. SchmalzleBrookhaven National Laboratory, Upton, NY, H. SongBrookhaven National Laboratory, Upton, NY, P. WandererBrookhaven National Laboratory, Upton, NY","doi":"arxiv-2405.18530","DOIUrl":"https://doi.org/arxiv-2405.18530","url":null,"abstract":"The Large Hadron Collider will soon undergo an upgrade to increase its\u0000luminosity by a factor of ~10 [1]. A crucial part of this upgrade will be\u0000replacement of the NbTi focusing magnets with Nb3Sn magnets that achieve a ~50%\u0000increase in the field strength. This will be the first ever large-scale\u0000implementation of Nb3Sn magnets in a particle accelerator. The High-Luminosity\u0000LHC Upgrade, HL-LHC is a CERN project with a world-wide collaboration. It is\u0000under construction and utilizes Nb3Sn Magnets (named MQXF) as key ingredients\u0000to increase tenfold the integrated luminosity delivered to the CMS and ATLAS\u0000experiments in the next decade. The HL-LHC AUP is the US effort to contribute approximately 50% of the\u0000low-beta focusing magnets and crab cavities for the HL-LHC. This paper will present the program to fabricate the Nb3Sn superconducting\u0000magnets. We are reporting the status of the HL-LHC AUP project present the\u0000results from horizontal tests of the first fully assembled cryo-assembly.","PeriodicalId":501318,"journal":{"name":"arXiv - PHYS - Accelerator Physics","volume":"181 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-05-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141189996","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Long Short-Term Memory Networks for Anomaly Detection in Magnet Power Supplies of Particle Accelerators","authors":"Ihar Lobach, Michael Borland","doi":"arxiv-2405.18321","DOIUrl":"https://doi.org/arxiv-2405.18321","url":null,"abstract":"This research introduces a novel anomaly detection method designed to enhance\u0000the operational reliability of particle accelerators - complex machines that\u0000accelerate elementary particles to high speeds for various scientific\u0000applications. Our approach utilizes a Long Short-Term Memory (LSTM) neural\u0000network to predict the temperature of key components within the magnet power\u0000supplies (PSs) of these accelerators, such as heatsinks, capacitors, and\u0000resistors, based on the electrical current flowing through the PS. Anomalies\u0000are declared when there is a significant discrepancy between the LSTM-predicted\u0000temperatures and actual observations. Leveraging a custom-built test stand, we\u0000conducted comprehensive performance comparisons with a less sophisticated\u0000method, while also fine-tuning hyperparameters of both methods. This process\u0000not only optimized the LSTM model but also unequivocally demonstrated the\u0000superior efficacy of this new proposed method. The dedicated test stand also\u0000facilitated exploratory work on more advanced strategies for monitoring\u0000interior PS temperatures using infrared cameras. A proof-of-concept example is\u0000provided.","PeriodicalId":501318,"journal":{"name":"arXiv - PHYS - Accelerator Physics","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-05-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141169167","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Towards Unlocking Insights from Logbooks Using AI","authors":"Antonin Sulc, Alex Bien, Annika Eichler, Daniel Ratner, Florian Rehm, Frank Mayet, Gregor Hartmann, Hayden Hoschouer, Henrik Tuennermann, Jan Kaiser, Jason St. John, Jennefer Maldonado, Kyle Hazelwood, Raimund Kammering, Thorsten Hellert, Tim Wilksen, Verena Kain, Wan-Lin Hu","doi":"arxiv-2406.12881","DOIUrl":"https://doi.org/arxiv-2406.12881","url":null,"abstract":"Electronic logbooks contain valuable information about activities and events\u0000concerning their associated particle accelerator facilities. However, the\u0000highly technical nature of logbook entries can hinder their usability and\u0000automation. As natural language processing (NLP) continues advancing, it offers\u0000opportunities to address various challenges that logbooks present. This work\u0000explores jointly testing a tailored Retrieval Augmented Generation (RAG) model\u0000for enhancing the usability of particle accelerator logbooks at institutes like\u0000DESY, BESSY, Fermilab, BNL, SLAC, LBNL, and CERN. The RAG model uses a corpus\u0000built on logbook contributions and aims to unlock insights from these logbooks\u0000by leveraging retrieval over facility datasets, including discussion about\u0000potential multimodal sources. Our goals are to increase the FAIR-ness\u0000(findability, accessibility, interoperability, and reusability) of logbooks by\u0000exploiting their information content to streamline everyday use, enable\u0000macro-analysis for root cause analysis, and facilitate problem-solving\u0000automation.","PeriodicalId":501318,"journal":{"name":"arXiv - PHYS - Accelerator Physics","volume":"59 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-05-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141526860","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Bent Crystal Design and Characterization for High-Energy Physics Experiments","authors":"Marco Romagnoni, Vincenzo Guidi, Laura Bandiera, Davide De Salvador, Andrea Mazzolari, Francesco Sgarbossa, Mattia Soldani, Alexei Sytov, Melissa Tamisari","doi":"arxiv-2405.13790","DOIUrl":"https://doi.org/arxiv-2405.13790","url":null,"abstract":"Bent crystal are widely used as optics for X-rays, but via the phenomenon of\u0000planar channeling they may act as waveguide for relativistic charged particles\u0000beam as well, outperforming some of the traditional technologies currently\u0000employed. A physical description of the phenomenon and the resulting potential\u0000for applications in a particle accelerator is reported. The elastic properties\u0000of the anisotropic crystal lattice medium are discussed, introducing different\u0000types of curvature which can enable a wide array of bending schemes optimized\u0000for each different case features. The technological development of machining\u0000strategy and bending solutions useful for the fabrication of crystals suitable\u0000in high energy particle manipulations are described. As well as the high\u0000precision characterization processes developed in order to satisfy the strict\u0000requirements for installation in an accelerator. Finally, the characterization\u0000of channeling phenomenon in bent crystal is described, pointing out several\u0000experimental setups suitable to comply each specific case constrains.","PeriodicalId":501318,"journal":{"name":"arXiv - PHYS - Accelerator Physics","volume":"54 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-05-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141152783","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Measures to mitigate the coherent beam-beam instability at CEPC","authors":"Yuan Zhang, Na Wang, Chuntao Lin, Kazuhito Ohmi, Liwei Pan","doi":"arxiv-2405.13306","DOIUrl":"https://doi.org/arxiv-2405.13306","url":null,"abstract":"Both horizontal and vertical coherent beam-beam instability are important\u0000issues at CEPC. The horizontal instability (X-Z instability) could be induced\u0000by beam-beam itself. In this paper we try to study the effect of chromaticity\u0000and resistive feedback by analysis and simulation. The vertical instability may\u0000be induced due to the combined effect of beam-beam interaction and vacuum\u0000impedance. Finite chromaticity and asymmetrical tunes have been proposed to\u0000suppress the vertical instability. Due to the further increase of impedance\u0000budget, we need to find more measures to mitigate the instability. The effect\u0000of resistive feedback and hourglass effect are evaluated by simulation.","PeriodicalId":501318,"journal":{"name":"arXiv - PHYS - Accelerator Physics","volume":"56 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-05-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141152711","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Automated Anomaly Detection on European XFEL Klystrons","authors":"Antonin Sulc, Annika Eichler, Tim Wilksen","doi":"arxiv-2405.12391","DOIUrl":"https://doi.org/arxiv-2405.12391","url":null,"abstract":"High-power multi-beam klystrons represent a key component to amplify RF to\u0000generate the accelerating field of the superconducting radio frequency (SRF)\u0000cavities at European XFEL. Exchanging these high-power components takes time\u0000and effort, thus it is necessary to minimize maintenance and downtime and at\u0000the same time maximize the device's operation. In an attempt to explore the\u0000behavior of klystrons using machine learning, we completed a series of\u0000experiments on our klystrons to determine various operational modes and conduct\u0000feature extraction and dimensionality reduction to extract the most valuable\u0000information about a normal operation. To analyze recorded data we used\u0000state-of-the-art data-driven learning techniques and recognized the most\u0000promising components that might help us better understand klystron operational\u0000states and identify early on possible faults or anomalies.","PeriodicalId":501318,"journal":{"name":"arXiv - PHYS - Accelerator Physics","volume":"60 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-05-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141152710","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"A method for reversing the laser modulation in a Storage ring","authors":"Weihang Liu, Yu Zhao, Yi Jiao, Sheng Wang, Chao Feng","doi":"arxiv-2405.10573","DOIUrl":"https://doi.org/arxiv-2405.10573","url":null,"abstract":"The pursuit of coherent radiation generation remains a central focus in\u0000advancing storage ring light sources. Despite the promise of laser modulation\u0000in achieving this goal, it brings about a noticeable decline in beam quality.\u0000Efforts to mitigate this decline have resulted in the proposal of demodulation\u0000schemes. However, implementing modulation and demodulation within the storage\u0000ring presents significant challenges due to dynamical and spatial constraints\u0000within straight sections. In this study, we propose a straightforward and\u0000easily implementable method for achieving reversible laser modulation in a\u0000storage ring. Notably, our approach circumvents the need for special storage\u0000ring requirements, such as lengthy straight sections or bypass section.\u0000Simulation results demonstrate a substantial restoration of beam quality\u0000following demodulation. This innovative scheme holds great promise for the\u0000realization of high repetition rate coherent storage ring light sources.","PeriodicalId":501318,"journal":{"name":"arXiv - PHYS - Accelerator Physics","volume":"54 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-05-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141152726","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Accelerator beam phase space tomography using machine learning to account for variations in beamline components","authors":"Andrzej Wolski, Diego Botelho, David Dunning, Amelia E. Pollard","doi":"arxiv-2405.10028","DOIUrl":"https://doi.org/arxiv-2405.10028","url":null,"abstract":"We describe a technique for reconstruction of the four-dimensional transverse\u0000phase space of a beam in an accelerator beamline, taking into account the\u0000presence of unknown errors on the strengths of magnets used in the data\u0000collection. Use of machine learning allows rapid reconstruction of the\u0000phase-space distribution while at the same time providing estimates of the\u0000magnet errors. The technique is demonstrated using experimental data from\u0000CLARA, an accelerator test facility at Daresbury Laboratory.","PeriodicalId":501318,"journal":{"name":"arXiv - PHYS - Accelerator Physics","volume":"3 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-05-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141062365","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Prototype Design of a Digital Low-level RF System for S-band Deflectors","authors":"J. F. Zhu, H. L. Ding, H. K. Li, Y. Li, X. W. Dai, J. W. Han, W. Q. Zhang","doi":"arxiv-2405.09796","DOIUrl":"https://doi.org/arxiv-2405.09796","url":null,"abstract":"S-band deflectors are generally operated on pulsed mode for beam diagnosis.\u0000We plan to deploy 5 S-band (2997 MHz) deflectors to accurately measure the\u0000longitudinal time distribution of ultra-short electron beam pulses in Shenzhen\u0000Superconducting Soft X-ray Free Electron Laser (S3FEL). A microwave system of\u0000one deflector consists of a low-level RF system (LLRF), a solid-state\u0000amplifier, waveguide couplers, and a klystron, operated in pulse mode with a\u0000maximum repetition frequency of 50 Hz. Its microwave amplitude and phase\u0000stability must be better than 0.06%/0.08{deg} (RMS). This article will\u0000introduce the prototype design of the hardware, firmware, and software of the\u0000digital LLRF system. We use homemade Local Oscillators (LOs) and commercial\u0000cards based on the MicroTCA standard in hardware design. The firmware design\u0000will use a Non-IQ demodulation and a pulse feedforward algorithm to suppress\u0000noise from high voltage of klystron. The software design is based on the EPICS\u0000control system architecture, achieving slow control and interface display\u0000functions. This report will also show some preliminary test results.","PeriodicalId":501318,"journal":{"name":"arXiv - PHYS - Accelerator Physics","volume":"52 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-05-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141062402","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Impact of medium temperature heat treatment on flux trapping sensitivity in SRF cavities","authors":"Pashupati Dhakal, Bashu Dev Khanal, Eric Lechner, Gianluigi Ciovati","doi":"arxiv-2405.10085","DOIUrl":"https://doi.org/arxiv-2405.10085","url":null,"abstract":"The effect of mid-T heat treatment on flux trapping sensitivity was measured\u0000on several 1.3 GHz single cell cavities subjected to vacuum annealing at\u0000temperature of 150 - 400 $^circ$C for a duration of 3 hours. The cavity was\u0000cooldown with residual magnetic field $sim$0 and $sim$20 mG in the Dewar with\u0000cooldown condition of full flux trapping. The quality factor as a function of\u0000accelerating gradient was measured. The results show the correlation between\u0000the treatment temperature, quality factor, and sensitivity to flux trapping.\u0000Sensitivity increases with increasing heat treatment temperatures within the\u0000range of (200 - 325 $^circ$C/3h). Moreover, variations in the effective\u0000penetration depth of the magnetic field and the density of quasi-particles can\u0000occur, influencing alterations in the cavity's electromagnetic response and\u0000resonance frequency.","PeriodicalId":501318,"journal":{"name":"arXiv - PHYS - Accelerator Physics","volume":"32 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-05-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141062403","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}