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pp. 217–221. doi:1/zero.alt4.18429/JACoW-NAPAC2/zero.alt425-MOP/zero.alt47317th International Particle Accelerator Conference, Deauville, France JACoW Publishing ISBN: 978-3-95450-252-3 ISSN: 2673-5350 doi: 10.18429/JACoW-IPAC2026-WEP6172 2930 MC6.T03: Beam Diagnostics and InstrumentationWEP6172 WEP: Poster session Con...
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EFFICIENT FIVE-DIMENSIONAL BEAM SIGMA MATRIX DETERMINATION USING DIFFERENTIABLE SIMULATION∗ C. Xu†1, M. Borland1, L. Emery1, O. Mohsen1, Y. Sun1, K. P. Wootton1, R. Roussel2 1Argonne National Laboratory, Lemont, IL, USA 2SLAC National Accelerator Laboratory, Menlo Park, CA, USA Abstract Precisereconstructionofthebeamsi...
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configurations. The differentiable-tracking approach yields physicallyconsistentreconstructions while remaining com- putationallyscalable. Thesedevelopmentsforma practical frameworkforsigma-matrixdeterminationincomplextrans- portlinesandsupportfuturereal-timemodelcalibrationand tuning at the APS and similar facilities....
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sigma matrix using first-order transport matrices [ 1,2]. De- spiteitsefficiencyandtransparency,thisapproach’saccuracy degrades when the transport line cannot be represented well byafirst-ordermodel. Strongchromaticeffects,nonlinear fields, and lattice-model errors can produce discrepancies between the measured moments...
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tracking calculations. This capability has enabled gradient- basedhigh-dimensionalbeamreconstruction,including gen- erative phase space reconstruction (GPSR) methods for six- dimensional phase-space recovery [ 7,8]. In our previous ∗The workis supported bythe U.S.DOE Office of Science-Basic Energy Sciences,under Contra...
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ciencyandrobustness. Weformulatethesigma-matrixre- construction directly in terms of a differentiable, physically constrained covariance parameterization. The method is generalized to include measurements from multiple screens, whichaddsindependentconstraintstoimprovetherobust- ness and reduce the data requirements of ...
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Sigma matrixΣ 5×5(θ) X∼ N(0,Σ θ)Parametrized Distribution Phase-space Coordinates Simulated Lattice Measured Predicted L(Y target, Ypred(θ)) Mean-squared errorLoss CalculationSample Particles Track Screen Images i∈1, . . . , N Y= σxx σyy σxy Gradient descent θk+1←θ k−η∇ θL xyQ1Q2Q3Screens ··· Y(i) pred Y(i) target...
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ISBN: 978-3-95450-252-3 ISSN: 2673-5350 doi: 10.18429/JACoW-IPAC2026-WEP6303 MC6.T33: Online Modelling and Software Tools 2931WEP: Poster session WEP6303 Content from this work may be used under the terms of the CC BY 4.0 licence (© 2026). Any distribution of this work must maintain attribution to the author(s), title ...
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a softplus transform, (𝐿𝜽)𝑗𝑗=log(1+exp(𝜃𝑗𝑗,raw)), (2) while the off-diagonal elements are used directly as opti- mizationvariables. Thisparameterizationensuresthatthe resulting covariance matrix is positive definite without re- quiring additional constraints in the gradient optimizer. Foreachoptimizerstep,afixed...
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𝒀(𝑖,𝑠)(𝜽) = 𝑓𝑠(𝑿in(𝜽) ∣ 𝒌𝑄,𝑖), (5) where𝑓𝑠denotes tracking from the entrance of the BTSline to screen 𝑠. As the reconstruction in this work assumes a nearlyGaussianbeamdistribution,eachpredictedtransverse profile is reduced to its second moments, 𝒀(𝑖,𝑠)(𝜽) = (𝜎𝑥𝑥,𝜎𝑦𝑦,𝜎𝑥𝑦)(𝑖,𝑠). (6) Thisscal...
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independentconstraintsfromdifferentlatticelocationsand helpsreducedegeneracyamongbeamsigmamatricesthat can produce similar moments at a single screen. Because each operation in the workflow is differentiable, the gradient ∇𝜽𝑙is obtained directly through AD. The Cholesky parameters can then be updated with gradient de...
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on the downstream FS3 and FS4 diagnostic screens. Two dipolesarelocatedbetweenAQ5andBQ2,andtheregion betweenFS3andFS4includesskewquadrupolesusedfor emittanceexchange. Thetwoscreensthereforesamplethe beam after different dispersive and coupled transport sec- tions,providingcomplementaryconstraintsontheincoming sigma mat...
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2000steps, corresponding to around 4 minutes of compu- tation time on a laptop. The Run2result is shownin Fig. 2, where the predicted moments from the reconstructed sigma matrix are compared with the measured moments on FS3 andFS4,with 𝜎𝑥,𝑦beingthehorizontalandverticalbeam sizes, and 𝜌𝑥𝑦= 𝜎𝑥𝑦/(𝜎𝑥𝜎𝑦)being t...
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thesameday,whileeachrunusedadifferentscanset(see above). Thereconstructedparametersarebroadlyconsistent acrossthe three measurements: thehorizontal emittance is near60nm, and the vertical emittance is near 1.2nm. All17th International Particle Accelerator Conference, Deauville, France JACoW Publishing ISBN: 978-3-95450...
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Table 1: Results of the beam matrix estimated from three measurements. Each scan used a different set of quadrupole settings. Run2and Run3weremeasured on the same day. Parameter Run1 Run2 Run3 𝜖𝑥(nm) 60.6851 61.9216 59.9041 𝛽𝑥(m) 12.5346 12.4223 11.9061 𝛼𝑥 2.2871 2.3125 2.2326 𝜂𝑥(m) −0.3867 −0.3597 −0.3987 𝜂𝑥...
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consistencyobtainedfromthreeindependentlyselectedscan sets suggests that the relevant minima are close in the physi- calbeam-parameterspace. Thisrepeatabilityisanimportant indication that the multi-screen formulation improves the robustness of the reconstruction. 5 10 15 20 25 30 Number of images used2468MAE (m2)×108 Σ...
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beammomentsdecreaseswithincreasingnumberofimages. This is consistent with the fact that, although the problem is formally overdetermined, it remains partially degenerate in practice. The five-dimensional sigma matrix has 15 degrees of freedom, while each image provides three observables,so in principle only five images...
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formation content of the measurement set. Thepresentreconstructiondoesnotyetaccountforsev- eral real-world effects. In particular, beam orbit variation duringthequadrupolescancanleadtovariablecontribution tothebeamsizes. Smallbutnotpreciselyknownquadrupole misalignments also influence the result by introducing spu- rio...
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consistent solutions. Its formulation is also flexible, making itreadilyextensibletomoregeneralmeasurementconfigu- rations, such as multi-screen setups, and broadly applicable to transport lines with nonzero dispersion. Experimental resultsdemonstrategoodconsistencyofthereconstructed sigmamatricesacrossmeasurementstake...
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We gratefully acknowledge the computing resources pro- videdonSwing,ahigh-performancecomputingclusterop- erated by the Laboratory Computing Resource Center at Argonne National Laboratory. REFERENCES [1]M. Borland, V. Sajaev, and K. P. Wootton, “Promise and Challenges of a Method for 5x5 Sigma Matrix Measurement in a Tr...
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[2]M.Borland,“ELEGANT:AflexibleSDDS-compliant code for accelerator simulation”, Argonne National Laboratory, Lemont, IL, USA, Rep. LS-287, Aug. 2000. doi:1/zero.alt4.2172/761286 [3]J.Kaiser,C.Xu,A.Eichler,andA.SantamariaGarcia,“Bridg- ingthegapbetweenmachinelearningandparticleaccelerator physics with high-speed, differ...
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[5]D.Sagan,G.Hoffstaetter,M.Signorelli,andA.Coxe,“Bmad- Julia: a Julia environment for accelerator simulations includ- ingmachinelearning”,in Proc.IPAC’24 ,Nashville,TN,USA, May 2024, pp. 2612–2615. doi:1/zero.alt4.18429/JACoW-IPAC2/zero.alt424-WEPR52 [6]J. Wan, H. Alamprese, C. Ratcliff, J. Qiang, and Y. Hao, “JuTrack...
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100b490a-027a-492f-a050-3e9d04d3be20
[8]R.Roussel etal.,“Efficientsix-dimensionalphasespacere- constructions from experimental measurements using gener- ative machine learning”, Phys. Rev. Accel. Beams , vol. 27, no. 9, p. 094601, Sep. 2024. doi:1/zero.alt4.11/zero.alt43/PhysRevAccelBeams.27./zero.alt4946/zero.alt41 [9]C. Xu, L. Emery, M. Borland, O. Mohs...
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May 2015. doi:1/zero.alt4.4855/zero.alt4/arXiv.1412.698/zero.alt4 [11]R.Roussel etal.,“AutonomousoperationoftheDIAG0diag- nostic line for6D phase-space monitoring at LCLS-II”, Apr. 2026. doi:1/zero.alt4.4855/zero.alt4/arXiv.26/zero.alt44.2/zero.alt412517th International Particle Accelerator Conference, Deauville, Franc...
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1e183a01-6ef2-4dd2-a23a-d5c623061c49
A CONFIGURABLE UNSUPERVISED ANOMALY DETECTION SERVICE FOR THE ADVANCED LIGHT SOURCE K. Iliev∗, T. Hellert, S. C. Leemann, G. Martino, A. Sulc Lawrence Berkeley National Laboratory, Berkeley, CA, USA Abstract Advanced Light Source (ALS) control systems operate withcontinuousstreamsofmorethan200000EPICSPro- cess Variable...
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cc23f78c-b59d-4065-a78e-d95c6d97c7bb
ensuringdetectionqualitywithoutmanualsetpointtuning perPV.Weshowthesysteminoperationonlivedatafromthe ALSlinacmodulatorcapacitorvoltagedividerchannels,and describeitsarchitectureasaconfigurable,multi-instanceser- vicedrivenbyasingleJSONspecification,enablingstraight- forwardextensiontoadditional PVgroupsastraining data...
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Theconventionalapproachtofaultdetectionreliesonper- channel scalar thresholds: an alarm is raised when a single PV exceeds a manually configured limit. While effective forgrossfailures,thisstrategyhaswell-knownlimitations. First, setting and maintaining thresholds for a large number of channels is labor-intensive and p...
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d1efa5f7-01d3-4233-9bb6-a9e1cc1a6a10
4]. Inthispaperwepresentananomalydetectionservicethat learnsthetemporalstructureofnormalPVbehaviorfrom unlabeledhistoricaldataandproducesasingle,interpretable anomaly score in real time. ∗kirkiliev@lbl.govSYSTEM ARCHITECTURE Design Goals The service was designed around three requirements: (i)zero labeled fault data, (i...
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4636227b-2e40-4bff-87c6-d1f4737956e3
list of PVs to monitor jointly, training data window, time- gridresolution,modelhyperparameters,inferencepolling interval, and anomaly threshold scaling factors. Multiple instances run as independent threads within a single service process, enabling concurrent monitoring of unrelated PV groups. Addinganewmonitoredgroup...
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"model_params": {"latent_dim": 8, "..."} }, "inference": { "context_hours": 2, "threshold_scale_warning": 2.0, "threshold_scale_anomaly": 3.5, "...", "output_pvs": { "score": "LNRF:MOD1:CapVoltageDivider: AnomalyScore" } }, "checkpoint_path": "models/checkpoints/ lnrf_modulators_v1.pt" }] Figure 1: AbbreviatedJSON conf...
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ISBN: 978-3-95450-252-3 ISSN: 2673-5350 doi: 10.18429/JACoW-IPAC2026-WEP6305 MC6.D13: Instrumentation: Artificial Intelligence 2935WEP: Poster session WEP6305 Content from this work may be used under the terms of the CC BY 4.0 licence (© 2026). Any distribution of this work must maintain attribution to the author(s), t...
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Training Pipeline Streaming InferenceJSON ConfigArchiver FetchGrid Align + NormalizeGRUOne-Class TrainingCheckpoint Context BootstrapArchiverPoll + MergeGRUForward + MaskingScore + Status Output Figure 2: System pipeline using a Gated Recurrent Unit (GRU) one-class encoder. Training produces a self-contained checkpoint...
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discarded,removingmachine-offperiodsandout-of-bounds samples from the training set. Eachchannelisthennormalizedusingitsempiricalmean andstandarddeviation,withthestandarddeviationflooredat a configurable minimum to prevent numerical instability on near-constantchannels. Normalizationstatisticsarestored in the checkpoint...
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e9372594-4804-4712-ada9-99e3fe94f05e
use of a median rather than mean makes the baseline robust to brief noise spikes. GRU One-Class Encoder ThemodelisaGRU[ 6]encoderthatconsumesthemul- tichanneltimeseriesandproducesacompactlatentvector summarizingitstemporalstructure,viaasinglelinearpro- jection from the GRU’s final hidden state. All bias terms throughou...
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isset to the meanof the resultinglatent vectorsand is then fixed. This standard Deep OCC [ 7] prevents the degener- ate mode where a bias-free network maps everything to the origin. Training uses the Adam optimizer with gradient clipping (max norm 1.0).Threshold Calibration Aftertraining,alltrainingsequencesarere-encod...
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the thresholds above nearly all observed normal behavior. Both options are supported via the JSON configuration. STREAMING INFERENCE Context Bootstrapping Beforethe streamingloop begins,the systemfetchesthe most recent few hours of PV data from the archiver and aligns it to the model’s time grid, forming a rolling cont...
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withina bucket,themostrecentvalueupdates the cur- rent row in place. 3.The context window is normalized using the stored training statistics, baseline-subtracted, and passed through the GRU encoder. 4.The anomaly score 𝑠 = ‖z−c‖is compared against 𝜏warnand𝜏anom. Eachtickproduces a timestampedrecord containing the in...
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ISBN: 978-3-95450-252-3 ISSN: 2673-5350 doi: 10.18429/JACoW-IPAC2026-WEP6305 2936 MC6.D13: Instrumentation: Artificial IntelligenceWEP6305 WEP: Poster session Content from this work may be used under the terms of the CC BY 4.0 licence (© 2026). Any distribution of this work must maintain attribution to the author(s), t...
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b2d4eb21-283d-4eb6-926f-ba27162d8e42
00:00 03:00 06:00 09:00 12:00 15:00 18:00 21:00 00:00232.0232.2232.4232.6232.8233.0PV ValueRaw PV Signals 2025-11-13 CapVoltageDivider CapVoltageDivider 00:00 03:00 06:00 09:00 12:00 15:00 18:00 21:00 00:00 Time (PST/PDT)0.0000.0020.0040.0060.008Anomaly Score Anomaly 0.0108 Anomaly Score 2025-11-13 (seq_len=10 × 1m ...
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CapVoltageDivider 00:00 03:00 06:00 09:00 12:00 15:00 18:00 21:00 00:00 Time (PST/PDT)0.0000.0050.0100.0150.0200.025Anomaly Score Anomaly Score 2026-02-05 (seq_len=10 × 1m steps) Warning 0.0062 Anomaly 0.0108Linac Modulator Anomaly Detection 2026-02-05 Figure4: Anomalydetectiononaknownfaultday(2026- 02-05). Top: raw...
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Recoverysuppression. After a machine-off →machine- on transition, the context buffer still contains stale filled values. To prevent false anomaly alerts during this transient, scoring is suppressed for a configurable number of recov- ery steps (default 10 grid points) following any off-state observation. These two mech...
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stable user operations sampled on a 1mingrid (𝑠 = 60s), withaslidingwindowof 𝐿 = 10timesteps(i.e.,a 10minute contextwindow). Baselinesubtractionusesthemedianof the full sequence. The per-channel standard deviation floor issetto0.5,andtheGRUlatentdimensionis 𝑑 = 8(selected empirically for this PV group). Gradient cli...
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shows a representative day of stable beam operations: theanomalyscore remains steadynear 0.002, wellbelowboth the warning and anomaly thresholds. Figure4demonstrates the system responding to a known hardware event on 2026-02-05, in which one modulator capacitor voltage divider channel dropped abruptly by 1 kV around 14...
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e7c81d50-01a6-4fdf-974a-bab55517fb60
andresetbyanoperator,separatingdetection(event-style, in software) from alarm persistence (latched, in EPICS). The configuration-driven architecture allows this detector charactertobetunedper PVgroup: shorter windowsfavor event-style detection of abrupt faults; longer windows favor state-style tracking of persistent de...
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fbdf5304-0b36-4168-b4b6-11b52fd394aa
ALS-U. Future work will focus on integration with the ALS alarmhandler,expansiontoadditionalsubsystems,and ex- plorationofattention-basedarchitecturesforlongertemporal contexts. ACKNOWLEDGEMENT This work was supported by the Director of the Office of Science of the U.S.Department of Energy under Contract No. DEAC02-05C...
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b061aed1-ddd2-4346-a580-f86e45314659
REFERENCES [1]T.Hellert etal.,“StatusoftheAdvancedLightSource”,in Proc. IPAC’24, Nashville, TN, USA, May 2024, pp. 1309–1312. doi:1/zero.alt4.18429/JACoW-IPAC2/zero.alt424-TUPG37 [2]L. R. Dalesio et al., “The Experimental Physics and Industrial Control System Architecture: Past, Present, and Future”, Nucl. Instrum. Met...
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939a6429-6363-4c18-9694-f7a5aa9babed
Detection on SRF Cavities at the European XFEL”, in Proc. IPAC’22, Bangkok, Thailand, Jun. 2022, pp. 1152–1155. doi:1/zero.alt4.18429/JACoW-IPAC2/zero.alt422-TUPOPT/zero.alt462 [5]M. V. Shankar et al., “The EPICS Archiver Appliance”, in Proc. ICALEPCS’15 , Melbourne, Australia, Oct. 2015, pp. 761–764. doi:1/zero.alt4.1...
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c4016428-0d2c-4327-be79-71af22c50839
ISBN: 978-3-95450-252-3 ISSN: 2673-5350 doi: 10.18429/JACoW-IPAC2026-WEP6305 2938 MC6.D13: Instrumentation: Artificial IntelligenceWEP6305 WEP: Poster session Content from this work may be used under the terms of the CC BY 4.0 licence (© 2026). Any distribution of this work must maintain attribution to the author(s), t...
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63442c65-6929-4d8d-b554-8994b8ecf6ef
LLRF PROTOTYPE DESIGN FOR THE 1.3 GHZ CRYOMODULE OF THE SHENZHEN SUPER -CONDUCTING SOFT X- RAY FEL * J. Zhu†, Y. L i , W. Li, Z . Zhang, Institute of Advanced Light Source Facilities, Shenzhen , China H. Ding‡, J. Yang, W. Zhang, Dalian Institute of Chemical Physics, Dalian, China Abstract This paper presen...
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61b90099-ac7c-4baa-a1cd-36aa30fc8dfe
controller boards for driving eight coupler motors, eight cavity tuner motors, and sixteen piezoelectric actuators (PZTs). A high -speed peer -to-peer (P2P) backplane bus en- ables real -time communication between RF and tuner con- trol boards. The report outlines the hardware architecture of this modular LLRF system...
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e46861ff-fb5b-4570-89d8-fc73a35d5a83
energy of up to 2.5 GeV and a pulse repetition rate of up to 1 MHz [1]. Such demanding operating conditions impose stringent r equirements on the stability of the RF field amplitude and phase within the accelerating cavities. To maintain stable accelerator operation under high rep- etition -rate conditions and ext...
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b7670efc-229e-4919-8659-ba1f949265c6
MTCA.4 -based LLRF prototype system for the S3FEL standard superconducting cavity module. The system is ca- pable of RF field acquisition, microwave drive generation, and cavity resonance tuning through feedback control, thereby meeting the strict stability requirements of the ac- celerator. Figure 1: Topology o...
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tion and high- speed signal interconnections. Each control module consists of an Advanced Mezza- nine Card (AMC) and a Rear Transition Module (RTM) [2]. Figure 2 shows the RF control board. The RF AMC card performs microwave drive regulation and digital sig- nal processing, while the RF RTM card is responsible for ...
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eight cavities. For each cavity, one slow tuner motor con- trol channel, two piezoelectric actuator (PZT) control channels, and one coupler motor control channel are re- quired [4]. To fulfill these requireme nts, the system inte- grates two pairs of MTCA.4 tuning control boards, each consisting of one AMC and one RT...
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(Grant No. 12405221) . † zhujinfu@mail.iasf.ac.cn ‡ dinghongli@dicp.ac.cn 17th International Particle Accelerator Conference, Deauville, France JACoW Publishing ISBN: 978-3-95450-252-3 ISSN: 2673-5350 doi: 10.18429/JACoW-IPAC2026-WEP6603 MC6.T27: Instrumentation: Low Level RF 2939WEP: Poster session WEP6603 Conten...
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control, whereas each RTM board provides eight 16- bit DAC channels for high- precision PZT actuation. The coupler motor is used to adjust the external coupling strength of the cavity, thereby regulating the cavity quality factor. Both the tuning motors and the piezoelectric actua- tors are employed for cavity res...
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from the cavity are first processed by the RTM through an-alog mixing and filtering st ages before being transmitted to the AMC for analog -to-digital conversion. The FPGA im- plemented on the AMC performs IQ demodulation to ex-tract the amplitude and phase information of the RF field. Based on the acquired field si...
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isolated FMC outputs. Meanwhile, the RTM outputs finely adjustable drive voltages to the PZT actuators through eight 16 -bit DAC channels, enabling rapid compensation of cavity frequency deviations. The entire hardware architecture adopts a highly modu- lar MTCA.4 AMC/RTM design, facilitating system scala- bility, m...
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the corresponding RF excitation signals. Figure 4 shows the measured amplitude noise and phase noise of the output RF signal. The root mean square (RMS) amplitude noise was measured to be below 0.02%, while the RMS phase noise was below 0.02°. In addition, the measured signal -to-noise ratio (SNR) reached 74.92 ...
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0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1 Time/s-0.04-0.0200.020.04Magnitude/%Amplitude Noise 0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1 Time/s-0.04-0.0200.020.04Phase/°Phase Noise17th International Particle Accelerator Conference, Deauville, France JACoW Publishing ISBN: 978-3-95450-252-3 ISSN: 2673-5350 doi: 10.18429/JACo...
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achieved RF amplitude and phase regulation accuracy sat- isfies the design specifications. These preliminary experi- mental results confirm that the proposed LLRF prototype is capable of meeting the stringent stability requirements of the S 3FEL accelerator. CONCLUSION An MTCA.4 -based LLRF prototype system for the...
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formance for high -stability RF field regulation in the S 3FEL accelerator. Future work will focus on integrated testing with superconducting cavities and further optimiza- tion of both hardware architecture and control algorithms to enhance the overall performance of the LLRF system. REFERENCES [1] W. Q. Zhang,...
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ca344bdf-9ff2-48ad-9d30-57de9491a81a
Oct. 2015, pp. 876-880. doi:10.18429/JACoW- ICALEPCS2015- WEPGF074 [4] Zhu, J. F., et al . "Design of an MTCA.4-based LLRF tuning controller for cryomodules at S3FEL." In Proc. SRF2025 , Tokyo. , Japan. doi:10.18429/JACoW- SRF2025- TUP69 [5] M. Felber et al. , “Implementation of MTCA.4 -based Controls for the...
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DIGITAL LLRF CONTROL SYSTEM FOR A HIGH- REPETITION -RATE SUPERCONDUCTING LINAC * Z. Zhang, J. Han, W. Li, J. Zhu† Institute of Advanced Light Source Facilities Shenzhen, Shenzhen, China H. Ding‡, J. Yang, W. Zhang, Dalian Institute of Chemical Physics, Dalian, China Abstract The development of high- repeti...
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(FPGA), enabling high- speed I/Q modulation and demod- ulation, vector summation, and low -latency feedback con- trol to address the narrow bandwidth challenge posed by superconducting cavities with loaded quality factors up to 4.3×10⁷ (half -bandwidth ~15 Hz). High- resolution pi ezo actuators are integrated for act...
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761b7aa7-7c16-4e16-8f51-e373cb24f53a
next-generation high- repetition -rate light sources. INTRODUCTION The linac section mainly consists of four components: an electron gun [1], a buncher, two 2 -cell superconducting cavities, and eight 9 -cell superconducting cavities. The electron gun generates electrons, and the buncher captures electrons with...
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ity, the design of the RF control loop and tuning control loop scheme, and the results of high- repetition -rate beam experiments conducted based on this control system. In this experiment, the superconducting cavities have QL = 2×10⁷ (half -bandwidth = 32 Hz) and QL = 4.3×10⁷ (half -bandwidth = 15 Hz). In subse...
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𝑃𝑃𝑔𝑔=𝑉𝑉𝑐𝑐2 �𝑟𝑟 𝑄𝑄�𝑄𝑄𝐿𝐿1 4��1 +�𝑟𝑟 𝑄𝑄�𝑄𝑄𝐿𝐿𝐼𝐼𝑏𝑏0 𝑉𝑉𝑐𝑐�2 +�2∆𝑓𝑓𝑄𝑄𝐿𝐿 𝑓𝑓�2 � (1) The physical meaning and numerical values of the vari- ables in Eq. (1) are listed in Table 1. We primarily consider two operating conditions: one is the conditioning mode, which is applied after cavit...
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a higher Q L corresponds to lower power requirements for achieving a given cavity voltage. However, as Q L increases further, the rate of change of SSA power with respect to Q L diminishes. For the second mode, with a cavity detuning frequency of 10 Hz and a beam current of 0.1 mA, the relationship between SSA p...
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98958771-ed8c-4a74-beb2-24e17846cc3e
ISBN: 978-3-95450-252-3 ISSN: 2673-5350 doi: 10.18429/JACoW-IPAC2026-WEP6604 2942 MC6.T27: Instrumentation: Low Level RFWEP6604 WEP: Poster session Content from this work may be used under the terms of the CC BY 4.0 licence (© 2026). Any distribution of this work must maintain attribution to the author(s), title of the...
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QL < 4.3×10⁷, SSA power decreases as Q L increases; whereas for Q L > 4.3×10⁷, SSA power increases as Q L in- creases. Figure 1: Variation of SSA power with QL in conditioning mode. Figure 2: Variation of SSA power with Q L in beam opera- tion mode . Considering both scenarios comprehensively, we adjust QL ...
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suppress these disturbances. Since microphone detuning is random noise, feedforward control is not applicable, and we mainly rely on feedback control to maintain cavity volt- age stability. The feedback control adopts a dual closed- loop control scheme combining tuning control loops and RF control loops. The tuning ...
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12ba8ff3-fb95-411c-90d6-fae4a515443c
the forward power signal PF. Then, a PI controller is used to control the DAC output voltage, which in t urn drives the PZT to adjust the cavity to resonance. Here, Non- IQ de- modulation converts the RF signal to a baseband signal. CORDIC converts the I/Q signals into amplitude (A) and phase (P) signals, and only...
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closed -loop. We primarily adopt the amplitude -phase closed -loop, which offers the advantage of not requiring loop phase shift correction compared to the IQ closed- loop. Within the loop, the functions of the Non- IQ demodulation, CIC filter, and PI controller are consistent with those de- scribed for the tuning...
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bcd03c93-226b-430c-8ab5-4ab9683ceec7
Vc=16MV Vc=20MV 17th International Particle Accelerator Conference, Deauville, France JACoW Publishing ISBN: 978-3-95450-252-3 ISSN: 2673-5350 doi: 10.18429/JACoW-IPAC2026-WEP6604 MC6.T27: Instrumentation: Low Level RF 2943WEP: Poster session WEP6604 Content from this work may be used under the terms of the CC BY 4.0 l...
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RESULTS OF HIGH- REPETITION -RATE BEAM EXPERIMENTS The designed LLRF control system was tested with a high- repetition -rate beam on the DALS platform. Under conditions of 100pC charge and a beam repetition fre- quency of 1 MHz, the tuning closed- loop and RF closed- loop operations were performed. The frequency...
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closed -loop operation are shown in Fig. 6. The RMS re- quirements for amplitude and phase noise are less than 0.02% and 0.02°, respectively. The actual measured RMS values for amplitude and phase noise are 0.0074% and 0.0063°, respectively, both of which outperform the design specifications. Figure 6: Amplitud...
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Figure 7: Beam energy and beam energy stability . CONCLUSION This paper introduces the advantages of narrow -band- width cavities in reducing power consumption and presents the design of an LLRF control system to stabilize a 15 Hz narrow -bandwidth cavity with a 1 MHz high- repetition - rate beam. High -repetition...
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cations in Astronomy, Communications, Industry and High - Energy Physics Experiments (SPIE 5125 ), Wilga, Poland , Oct. 2003. doi:10.1117/12.531871 [3] R. Rybaniec et al. , “Microphonic Disturbances Prediction and Compensation in Pulsed Superconducting Accelerators”, in Proc. IP AC'15 , Richmond, V A, USA, Ma...
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17th International Particle Accelerator Conference, Deauville, France JACoW Publishing ISBN: 978-3-95450-252-3 ISSN: 2673-5350 doi: 10.18429/JACoW-IPAC2026-WEP6604 2944 MC6.T27: Instrumentation: Low Level RFWEP6604 WEP: Poster session Content from this work may be used under the terms of the CC BY 4.0 licence (© 2026)....
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LONGITUDINAL BEAM DIAGNOSTICS WITH A STREAK CAMERA AT TAIWAN PHOTON SOURCE C.Y. Liao∗, C.Y. Wu, Z.K. Liu, Y.S. Cheng, K.T. Hsu National Synchrotron Radiation Research Center, Hsinchu, Taiwan, R. O. C. Abstract TheTaiwanPhotonSource(TPS)streakcamerasystem hasbeenusedforlongitudinalbeamstudiessincetheearly commissioning ...
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49e02254-2103-4b24-b5fa-5308b322f388
HCsettingsforcomparison ofbunchlengtheningandphase shift. Under operation with the passive SRF HC, a phase driftofabout 35psisobservedalongthebunchtrain,consis- tentwithtransientbeamloadingunderquasi-uniformfilling. Thesemeasurementsshowthatthestreakcameraisuseful for longitudinal diagnostics and machine studies at TPS...
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theTPSdiagnosticbeamline(BL40)[ 2],ultrashortbunch measurementsinlow-alphaoperation[ 3],andinvestigations ofimpedanceeffectsundersingle-bunchconditions[ 4]. Lon- gitudinalinstabilityphenomenaunderhigh-currentopera- tionhavealsobeenreported[ 5,6]. Asbackground,Liu et al.reported instability in TPS operation with a super...
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the storage ring. The block diagram of the streak camera ∗liao.cy@nsrrc.org.twmeasurement system is shown in Fig. 1. The main instru- ment is a dual-sweep streak camera, C10910 from Hama- matsuPhotonics[ 10],equippedwithonefastsweepunit,one slow sweep unit, and two synchroscan sweep frequencies (125MHz/250MHz)fortempor...
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tion. Thestreakcameratemporalresolutionisabout 1ps,as verified with a femtosecond laser source. The dual-sweep modepreservesbothfast-sweepandslow-sweepinformation simultaneously and is therefore suitable for observing the relative behavior of multi-bunch over a period of time. In thepresentmeasurements,thedual-sweepmod...
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3af909a6-f36f-4066-8175-42118839465a
thestreakcameraimagesprovidedqualitativeevidenceof multi-bunch longitudinal instability. As shown in Fig. 2, the bunches in the leading part (a) of the train remained stable in longitudinal position, whereas wave-like oscilla- tiontrajectoriesappearedneartheendofthemulti-bunch- filled section (b), suggesting longitudin...
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Figure2: StreakcameraimageoftheCU15high-currentcase,withenlargedregionsshowingstableandunstablebunch patterns. the same level of oscillation. Further investigation using GdfidLelectromagneticsimulationspredictedanunstable mode at 327. However, modal analysis of the measured data identified unstable modes at 396 and 398...
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toremovethecavity-likegeometry,followedbyadditional cooling improvements to the CU15 system [ 6]. After these modifications, 500mAoperationbecamethermallystable, and the associated longitudinal instability was no longer observed. Figure3: Experimentalanalysisoflongitudinalmulti-bunch instabilityduring 500mAoperationint...
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the streak image, the longitudinal projection is converted intothetemporalbunchdistribution,andthebunchlength is obtained from the sigma of a Gaussian fit. More recently, these measurements have been extendedto bunch behavior under operation with the passive SRF HC. For different fill patternsandSRFHCgapvoltages,theres...
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dc8b3c26-0568-4a9a-8ee2-44a048a2ab91
and equal bunch current, is expected to give a more con- centrated bunch-length distribution. However, the present TPS injection condition cannot yet provide such a perfect uniformfill,themeasuredcaseisreferredtohereasquasi- uniform fill. For quasi-uniform fill at 500mA,1600min beam lifetime, and 1000kVSRF HC gap volta...
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ef64da15-e86d-4ae7-8d79-0313e72bc8c0
ISBN: 978-3-95450-252-3 ISSN: 2673-5350 doi: 10.18429/JACoW-IPAC2026-WEP6607 2946 MC6.T03: Beam Diagnostics and InstrumentationWEP6607 WEP: Poster session Content from this work may be used under the terms of the CC BY 4.0 licence (© 2026). Any distribution of this work must maintain attribution to the author(s), title...
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900kV), and, at the higher voltage, a noticeable decay after the peak (950kV). Figure 4: Measured bunch length distribution under SRF HC operation. Figure5: BunchlengthvariationasafunctionofSRFHC gap voltage. Synchrotron Phase Shift Measurements on SRF HC Test Measurementsofsynchronousphaseshiftreflectthein- fluence of...
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seenbyeachbunchandleadstodifferentphase-centerpo- sitionsalongthetrain. Inthispaper,thedual-sweepstreak imageshowstherelativephase distribution under SRF HC conditions and is compared with the bunch length results. For quasi-uniform fill at 500mA,650minbeam lifetime,and operation with the passive SRF HC, Fig. 6shows a ...
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signatures of multi-bunch longitudinal instability. Under recentSRFHCoperation,themeasurementswereusedto comparebunchbehaviorfordifferent fillpatternsand SRF HCsettingsandtofollowmulti-bunchvariationsinbunch lengthandsynchrotronphase. Theseresultsshowthepresent role of the TPS streak camera in longitudinal diagnostics....
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64fb4217-1210-4110-9b5d-59fa5c18d23a
doi:1/zero.alt4.18429/JACoW-IPAC2/zero.alt415-MOPTY/zero.alt474 [3]C.H.Chen etal.,“Bunchlengthmeasurementswithastreak camera in low alpha lattice operation at the TPS”, in Proc. IPAC’18, Vancouver, BC, Canada, Apr.–May 2018, pp. 4207–4210. doi:1/zero.alt4.18429/JACoW-IPAC2/zero.alt418-WEPAL/zero.alt462 [4]C.C. Kuo et a...
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4545f582-6b50-4649-8b7c-ea73e40db58e
ISBN: 978-3-95450-252-3 ISSN: 2673-5350 doi: 10.18429/JACoW-IPAC2026-WEP6607 MC6.T03: Beam Diagnostics and Instrumentation 2947WEP: Poster session WEP6607 Content from this work may be used under the terms of the CC BY 4.0 licence (© 2026). Any distribution of this work must maintain attribution to the author(s), title...
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ef2678f5-6edd-43e3-a519-27691064d1e7
[6]J.Y. Chen et al., “An issue of the cavity-like structure inside the insertion device at the TPS storage ring”, Nucl. Instrum. Methods Phys. Res. A , vol. 1016, Art. no. 165772, Nov. 2021. doi:1/zero.alt4.1/zero.alt416/j.nima.2/zero.alt421.165772 [7]Z.K. Liu et al., “Study on the Instability of TPS With Su- perconduc...
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tion”, presented at TTC2025 Meeting , IRIS/IBS, Daejeon, Ko- rea,Apr.2025. https://indico.ibs.re.kr/event/846/ contributions/737/zero.alt4/ [10]HamamatsuPhotonics, “Manual of universalstreakcamera C10910series”,2012. https://www.bnl.gov/atf/docs/ hamamatsu_streak_camera_c1/zero.alt491/zero.alt4.pdf17th International Pa...
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0306830c-dd1e-4ab3-ad67-856120bf5ae8
DEFINING THE NEW FCC-ee BASELINE OPTICS J. Keintzel∗, X. Buffat, C. Carli, M.A. Jebramcik, S. Kostoglou, K. Oide, P. Raimondi, G. Roy, K. Skoufaris, R. Tomás, F. Zimmermann CERN, Geneva 23, Switzerland Abstract The Future Circular electron-positron Collider (FCC-ee), with a circumference of approximately 91 km, is bein...
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8e684344-6cd5-4d73-9ab4-ef711d1d7852
proposal uses both vertical and horizontal chromatic cor- rection sections in the IRs and keeps a modular design. A comparisonprocesswascarriedout betweenlate2025 and early2026 to prepareforthe reviewprocess ofthe FCC-ee baselinemagneticlatticeandopticsinviewoftheTechnical DesignReport. Thiscontributionpresentsthecompa...
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