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618d66f6-a8b9-4610-80a2-11f6b4317262
24Online optimization at SXFEL Validity test in the control room Improving FEL lasing intensity Testing various optimization algorithms Challenges for online tuning and control Lasing output often decays with time Periodic jitters is hard to eliminate H V11 pm ~ 6 am Subway Line 2 1.3 km Maglev train line 0.3 k...
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1a792711-a234-4cf0-8d0e-cccd46ac9d2d
25Conclusion ML approaches have been widely investigated in operation of XFELs/accelerators, automatic control and online optimization Thank you for your attention! zhuzihan@sinap.ac.cnRemaining challenges Fill in the gap between simulation and measurement More physics-informed, sample-efficient, general ML method...
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e7d73c2a-dd9e-4dd1-b254-5201578da4a3
Efficient tuning of particle accelerator emittance via Bayesian algorithm execution and virtual objectives Ryan Roussel*, Sara Miskovich, Willie Neiswanger, Auralee Edelen, Dylan Kennedy Daniel Ratner rroussel@slac.stanford.edu
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0
437e5674-21d3-4331-ba5f-c81ae5210b2a
2Outline •Motivation •Emittance optimization and multi -point measurements •Methods •Standard Bayesian optimization approach •Information based Bayesian optimization using virtual objectives -Bayesian Algorithm Execution (BAX) •Results •Online optimization of emittance at LCLS
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1
383ad98f-2829-4357-b4b8-64c183f1fbb4
𝜎𝑥2=1+𝑑𝑙𝑘2𝝈𝟏𝟏+21+𝑑𝑙𝑘𝝈𝟏𝟐+𝑑2𝝈𝟐𝟐 𝜀=𝜎11𝜎22−𝜎122 3Online Emittance Optimization in Accelerators Quadrupole scan emittance measurement: •Minimizing transverse beam emittance is critical to the performance of accelerators, including light sources and colliders •Hand tuning accelerator parameters to m...
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2
0f12345f-039b-450a-bfe8-6be3ba79bd3c
𝜎𝑥2=1+𝑑𝑙𝑘2𝝈𝟏𝟏+21+𝑑𝑙𝑘𝝈𝟏𝟐+𝑑2𝝈𝟐𝟐 𝜀=𝜎11𝜎22−𝜎122 4Online Emittance Optimization in Accelerators Quadrupole scan emittance measurement: Replace with autonomous optimizer: ~10-30 measurements One emittance measurement (1-3 mins)
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3
e35ee2ff-9751-42e8-875b-e972f3ebb551
5Bayesian Optimization (BO) Create a computational model of the systemPick the point that maximizes valueDetermine the value of potential future measurements Why? -Surrogate model assisted optimization performs better than conventional optimization algorithms –especially for global optimization -Bayesian surrogate...
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e53b03b4-a9a8-47ec-b1ab-a1e2a5f647ec
6Bayesian Optimization of Emittance in Accelerators ~10-30 measurements One emittance measurement (1-3 mins) Emittance measurement Note: vertical axis normalized by minimum ground truth emittanceAcquisition function LCLS injector simulation Surrogate model (Gaussian process)
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22cbaf80-9a51-451e-b440-7b92d7fa45b1
7Challenges Facing Emittance Optimization ~10-30 measurements One emittance measurement (1-3 mins) Tuning param (e.g.solenoid) Measurement parameter (e.g.matching quadrupole)Emittance measurement Beam size measurement 𝜀1
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6
25409492-1118-44db-974f-ceea7940963d
8Challenges Facing Emittance Optimization ~10-30 measurements One emittance measurement (1-3 mins) Tuning param (e.g.solenoid) Measurement parameter (e.g.matching quadrupole)Emittance measurement Beam size measurement 𝜀1𝜀2
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7
4151cea8-6253-4e57-959f-80b505d8ec43
9Challenges Facing Emittance Optimization ~10-30 measurements One emittance measurement (1-3 mins) Tuning param (e.g.solenoid) Measurement parameter (e.g.matching quadrupole)Emittance measurement Beam size measurement 𝜀1𝜀2 𝜀3
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3bf06b2a-64f7-439f-b49b-a081a4458f83
10Challenges Facing Emittance Optimization ~10-30 measurements One emittance measurement (1-3 mins) Tuning param (e.g.solenoid) Measurement parameter (e.g.matching quadrupole)Emittance measurement Beam size measurement 𝜀1𝜀2 𝜀3𝜀4
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54f775b5-a650-4479-9711-e2ff9b22aa55
11Challenges Facing Emittance Optimization ~10-30 measurements One emittance measurement (1-3 mins) Tuning param (e.g.solenoid) Measurement parameter (e.g.matching quadrupole)Emittance measurement Beam size measurement 𝜀1𝜀2 𝜀3𝜀4𝜀5
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10
c639d4c5-b29f-400e-8ce1-1273f2b2da16
12Challenges Facing Emittance Optimization ~10-30 measurements One emittance measurement (1-3 mins) Tuning param (e.g.solenoid) Measurement parameter (e.g.matching quadrupole)Emittance measurement Beam size measurement 𝜀1𝜀2 𝜀3𝜀4𝜀5Issues w/ multi -point measurements: •Sample inefficient •Information inefficient •...
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7b01c3cd-f3d7-4748-a51d-1304a3e6f2c0
13An Alternative Approach ~10-30 measurements One emittance measurement (1-3 mins) Tuning param (e.g.solenoid) Measurement parameter (e.g.matching quadrupole)Emittance measurement Beam size measurement Instead: •Build a surrogate model from beam size measurements (much easier to measure) •Predict emittance from vir...
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87dc0323-9fd8-492a-bc5d-a82aebed5872
14Bayesian Algorithm Execution (BAX) Our goal: Determine the ideal tuning configuration 𝒙∗which minimizes emittance Beam size model Predict beam emittance as a function of tuning config. (with uncertainty) Predict optimal tuning config. (with uncertainty) Miskovich, et. al., arXiv:2209.04587
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7b37812f-4953-43cf-b0d4-afe8b6b14785
15Bayesian Algorithm Execution (BAX) Our goal: Determine the ideal tuning configuration 𝒙∗which minimizes emittance Beam size model The BAX algorithm chooses beam size measurements that reduce uncertainty in 𝒙∗→without measuring emittance directlyPredict beam emittance as a function of tuning config. (with unce...
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14
4c339d16-2666-4652-84c5-9656439f21a3
16LCLS Simulated Demonstration Note: vertical axis normalized by minimum ground truth emittance•In simulation BAX significantly reduces (20x) the number of beam size measurements needed to find optimal tuning configuration •Compare beam size model predictions with experimental measurements to gauge convergence ...
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15
06cfe28c-71de-4e81-ab75-f9dab7bf848e
17LCLS Experimental Demonstration Miskovich, et. al., arXiv:2209.04587 10 random initial beam size measurements~ 2 minutes runtime (model convergence)== a few quad scans
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16
50cbbf94-8cb6-4aa0-b185-2f3a3786c6c8
18Future Work •Embedding physics -informed structure into the GP model •Incorporate measurement constraints •Integration into the open -source framework for advanced optimization, Xopt (poster THPL164) (https://christophermayes.github.io/Xopt/ ) Enforce known quadratic dependence from first -order beam optics Bad...
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17
70e632b2-131a-457b-9f46-1d2944cf455f
19Conclusion •Bayesian Algorithm Execution (BAX) significantly (~20x) reduces the time needed to optimize multi -point measurements like beam emittance using virtual objectives •Data driven algorithms can be used in a variety of contexts in order to speed up optimization of multi -point experimental measurements.
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3d358711-1e94-4f72-86ee-f2d744c35364
20Questions?
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47fa1601-eaa4-41f0-8e4a-febfe6a48a46
21Our Approach: Bayesian Algorithm Execution (BAX) Bayesian optimization cycle: BAX optimization cycle:Real →virtual measurementEmittance measurement Beam size measurement
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4ab75c68-7bdd-48de-b7d9-c6aa778e7ff2
22BAX: Virtual Emittance Measurements Virtual emittance measurement: •Draw samples from the beam size model •Fit 2ndorder polynomial for each sample at each tuning parameter •Calculate emittance from each sample •Aggregate emittance data into a predictive distribution
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21
999a8b95-116f-4610-bd36-6b51fc6f35d9
23BAX: Predicting Ideal Tuning Parameters Determine the ideal tuning parameter 𝒙𝒕∗that minimizes emittance: •For each sample of the emittance function find the tuning parameter 𝑥𝑡∗that corresponds to the minimum emittance •Calculate the distribution 𝑝(𝑥𝑡∗)𝑝(𝑥𝑡∗)
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22
41f4f3d8-b157-4b34-8542-6de18a32b7b3
24BAX: Information Gain Additional observations {𝑥,𝑦}result in information gain (IG) about the ideal tuning parameter 𝑥𝑡∗ 𝑝(𝑥𝑡∗)with new data set𝐷∪𝑥,𝑦 (low uncertainty)Information gain 𝑝(𝑥𝑡∗) 𝑝(𝑥𝑡∗)with original data set 𝐷 (high uncertainty)
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cf373458-4ef1-4117-823b-e5fbe11fbc4a
25BAX: Expected Information Gain Acquisition Function Uncertainty of 𝑥𝑡∗reduced (information gained)𝐸𝐼𝐺𝑥=𝔼𝑝𝑦𝑥,𝐷[𝐼𝐺(𝑥,𝑦)]Pick observation points 𝑥that are likely to increase the information gain the most: Expected information gain Samples drawn from beam size modelInformation gain
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24
bee4dec8-b134-49e7-9668-d1684d853f67
X-BAND ACTIVITIES AT INFN-LNF F. Cardelli∗, D. Alesini, F. Anelli, M. Bellaveglia, S. Bini, B. Buonomo, S. Cantarella, G. Catuscelli, M. Ceccarelli, R. Ceccarelli, A. Cecchinelli, P. Chimenti, M. Cianfrini, R. Clementi, C. Di Giulio, E. Di Pasquale, G. Di Raddo, R. Di Raddo, A. Falone, L. Faillace, G. Franzini, A. Gall...
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20bae5ee-35cf-4838-ae10-5af63b3d54ef
thelastyearsinordertoprovethereliabilityandfunctionality oftheX-bandtechnologyatveryhighpeakpower. Themain stepofthisactivityhasbeentheimplementationofaX-band teststationTEX,basedonanRFpowersourcecapableto deliver50MWRFpulsesthatareusedforacceleratingstruc- turesandRFcomponentsconditioningandtesting. Thistest facilityh...
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cdacd67c-9f2f-4ed2-80ab-0891f8bcba13
Frascati national laboratories of the INFN, on the X-band radio-frequency technology. This technology has proven to increasetheperformanceoflinearacceleratorsintermsof maximum accelerating gradient (> 100 MV/m) and com- pactness. For this reason it was chosen as the basic tech- nology for the realization of the Linac b...
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be35d6db-6219-4814-8dc6-90bc3dee287d
Figure1reportsasketchoftheRFLinac. Toincreasethe FELperformancesafutureupgradeof theinjectorwithan high repetition rate C-band (5.712 GHz) Gun working at 400 Hz is being studied [3]. The booster RF module con- sistsina25MWklystronbasedpowersourcefeedingtwo acceleratingstructuresinparallelbymeansofaBOCtype ∗fabio.cardel...
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0
10ce3279-0793-4b83-ac39-4b2b62345615
InthispaperwereportthestatusandfutureworkoftheTEX facility, and the progress on the design and testing of the different RF components that realize the X-band module of the Linac, with particular attention to the pulse compressor and the X-band accelerating section prototypes. Figure 1: View of the EuPRAXIA@SPARC_LAB Li...
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0
d95e32f3-4ad2-4346-b561-b0642fb7e958
powerisdividedwitha3dBhybridandsenttotwotravelling waveX-bandacceleratingstructuresterminatedonspiralRF loads. The RF signals (forward and reflected) are measured via directional couplers, positioned after the klystron and at the input and output of the sections. In Fig. 2 we report the sketchedlayoutofthesingleRFmodul...
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dc524035-c938-44f7-a62b-99d233f18a96
the ongoing R&D and testing activity related to the main components of the RF module. Figure 2: a) Sketch of the RF module. b) Details of the distribution line to the RF structures. POWER SOURCES AND TEX FACILITY ForthechoiceofthefinalX-bandsourcetwomainsources are currently under study. The first is based on klystron ...
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1
23064bf7-668e-4be1-99c7-56075335cd34
allowtohalvethenumberofsourcesgoingtofeed4struc- turespersource,butdoublingthepeakworkingpowerfor the pulse compressor and all RF components of the mod- ule. BoththetwosolutionswillbetestedatLNFandtheir performance and reliability compared. Currently a power sourcebasedonCPIVKX8311klystronisinoperationin our test facil...
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1
331e91d0-70c1-44cd-87b7-354bde50fbff
the all waveguide distribution terminated on two titanium spiral loads, realized withadditivemanufacturing, was com- pleted in February 2023. In Fig. 3 is possible to see the loadsconditioninghistory,wherethetrendoftheloadsin- putpower(blue),theklystronforwardpower(yellow)and the RF pulse length (red) are reported. Dur...
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1
c2859c37-9d5c-4702-8a97-986cef23f6ca
system. The TEX operation has been interrupted at the end of February by construction work inside the building that houses the facility. In April 2023 an accelerating section of the T24 CLIC type [7], on loan from CERN, has been installed inside thebunker as preparation of thenextexper- imentalrun. Thistestwillbeuseful...
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1
64c03be6-12b2-47a0-9a85-9535e971d652
BOC PULSE COMPRESSOR AND RF COMPONENTS For the energy upgrade of the current RF source of the TEX facility, a BOC type pulse compressor will be installed alongtheline. ThisX-bandBOCisbeingpurchasedfrom thePSI.Atthesametime,forthefuture25MWstation,that willbeinstalledatTEX,anotherpulsecompressorisneeded. Therefore, we a...
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2
c5b4ad54-6454-4316-888a-2652b406b43d
ofthegaskettosealthecavitywiththewaveguidethatsur- roundsit. InTable1arereportedthemaindesignparameters oftheBOC.Thechoiceoftheresonantazimuthalmodeand thereforethequalityfactor 𝑄0andthecouplingcoefficient 𝛽 were guided by the optimization performed during the elec- tromagneticdesignoftheEuPRAXIAacceleratingstructure...
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f00d44fd-8e9a-4e23-9300-3ea02fbc59a0
have beencarried outin parallel. In Fig. 5are reportedthe snapshotofthemagnitudeoftheelectricfieldobtainedfromtheEM simulationand thepreliminarymechanicallayout of the BOC components. The mechanical design still needs tobefinalizedinordertorealizeaprototypebytheendof this year. Many of the other X-band components that ...
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2
94f5c6d2-473e-4a99-9916-0fd0440f1603
unit in circular waveguide we based our design on the so called"wraparound"modeconverter[11]. Aprototypeof mode converter with circular waveguide pumping unit is in construction and will be soon available for testing. Another component that we are realizing is a modified version of the Titanium spiral loads made by add...
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2
4809661a-8e4c-452f-a1f8-76fcfc1b4e6c
is being manufactured. Figure 6: Entire view and section of the modified Spiral Load for machining and brazing. X-BAND ACCELERATING STRUCTURE The EuPRAXIA@SPARC_LAB X-band accelerating structureiscurrentlyinaprototypingphase. Theelectromag- netic design of the structure has been completed, it aimed to minimize the modi...
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Hzand400Hz. Fourcoolingchannelsareintegratedintothe cell,runninglongitudinallyalongthestructure,withinlets and outlets on the couplers. By means of this analysis it has been verified that the cooling system is able to compensate the increase of temperature and the consequent detuning of thecavitiesduringtheoperationfor...
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somereiterationswiththemechanicaldesignandsubsequent modification,haveledtothefinalmechanicaldesign. The prototypingactivityinvolvesfourmainsteps. Thefirstisthe onejustdescribed,concerningthecreationofsmallsamples of cells to optimize the brazing process and complete the mechanical project. This activity has been also ...
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tain the alignment of the structure during the assembly of the cells and during the brazing phase, each cell is fixed to the next by means of screws. The cells are assembled together before brazing on an ultra-precise graphite support, inserting the brazing alloy and fixing each cell to the next by means of three screw...
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TEXfacility. Currentlythecellsofthisstructurearebeing machinedand then willbe brazedin our laboratory. TheRF powertestisexpectedlaterthisyear. Finally,afull-scaleRF prototype will be built to be tested at TEX and conditioned at full power. CONCLUSION In the framework of the EuPRAXIA@SPARC_LAB project, which involves th...
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5b8659f7-9b29-4b2b-9204-88e7277e7eef
Average Acc. Gradient MV/m 60 Structure per module 2 Average Iris radius mm 3.5 Tapering Angle degree 0.04 0 N. of cells 112 Shunt impedance 𝑀Ω/𝑚93-107 100 Effective Shunt impedance 𝑀Ω/𝑚350 347 Average input power MW 51 Average dissipated power kW 1 𝑃𝑜𝑢𝑡/𝑃𝑖𝑛 % 25 Peak mod. Poynting Vec. 𝑊/𝜇𝑚23.6 4.3 Peak ...
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dd40134d-980c-4f56-9e97-9d24518f87da
REFERENCES [1]M. Ferrario et al.,"EuPRAXIA@SPARC_LAB Design study towards a compact FEL facility at LNF" , Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers,DetectorsandAssociatedEquipment,vol.909, pp. 134-138, Jan. 2018. doi:10.48550/arXiv.1801.08717 [2]D. Alesini et al.,"EuPRA...
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4
1989dd3e-caa3-4cd0-827e-ba504a58c827
Bangkok, Thailand, Jun. 2022, pp. 1148-1151. doi:10.18429/JACoW-IPAC2022-TUPOPT061 [6]S.Pioli,F.Cardelli, P.Ciuffetti,C.DiGiulio,R.Gargana,and D.Moriggi,“ControlandFunctionalSafetySystemsDesign forReal-TimeConditioningofRFStructuresatTEX”,in Proc. IPAC’22, Bangkok, Thailand, Jun. 2022, pp. 751-753. doi:10.18429/JACoW-I...
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d52bdad3-8cc2-4ae1-a370-bf5d883ae68b
doi:10.18429/JACoW-IPAC2022-MOPOMS019 [10]N.Catalan-Lasheras et al.,“HighPowerConditioningofX- BandRFComponents”,in Proc. IPAC’18 ,Vancouver,Canada, Apr.-May 2018, pp. 2545–2548. doi:10.18429/JACoW-IPAC2018-WEPMF074 [11]S. Tantawi et al.,"Evaluation of the TE(12) mode in circular waveguide for low loss, high power RF t...
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346b7a93-aa02-43a9-8556-028b899fb120
X-band activities at INFN- LNF Fabio Cardelli On behalf of the EuPRAXIA and the TEX technical team National Institute of Nuclear Physics, INFN -LNF, Frascati, Italy14th International Particle Accelerator Conference -IPAC23 May 7 - 12, 2023 Venice, Italy
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0
d1bde76b-b12a-4bbb-9208-c45a52196e2f
Outline 1.EuPRAXIA@SPARC_LAB project and linac 2.X-band RFmodule layout 3.TEX facility •Conditioning ofwaveguide and loads •Current layout 4.RFpower source 5.X-band RFcomponents •Machined spiral load and mode converter •Brazing free BOC pulse compressor 6.X-band accelerating structure •Electromagnetic and mechanical de...
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1
3768fdf8-f7fe-4c81-a686-64110e971656
EuPRAXIA @SPARC_LAB project »The project EuPRAXIA@SPARC_LAB aims at constructing a FEL radiation source (λFEL=3 nm) based on RF linear accelerator combined with a plasma module [1,2] »We are currently in a preparatory phase of the TDR for this machine »The project is one of the pillar of the European Project EUPRAXIA ...
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2
a80d2cda-b4b9-46a8-8cc9-3747b3aa4bde
S-band structure and 3x2mTWS-band structures »X-band (11.994 GHz) booster composed by16x TW, 0.9maccelerating structures with anominal gradient of60MV/mNormal conducting RF linac S-band power stationsX-band power stations Magnetic chicanePlasma acceleration module [1] Ferrario et al., NIM A 909, (2018) pp.134- 138...
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2
33165caa-acef-4155-b76e-852ab960d42b
X-band RF Module Layout BOC pulse compressor (PSI design or INFN brazing free) Hybrid (CERN design) Pumping units (CERN design) NEXTORR Pumps (SAES)X band structures (INFN design) DC (CERN design)Power Source: Solid State Pulsed Modulator + KlystronMode converter (INFN -SLAC design) Spiral RF LOADS (CERN Design) ci...
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3
8881134d-7bd8-4945-b5bb-2c49417b80d3
TEX Facility »The TEst -stand forX-band (TEX) isconceived forR&D and test onhigh gradient X-band accelerating structures, RFcomponents, LLRF systems, Beam Diagnostics, Vacuum system and Control System »Ithasbeen co-funded byLazio region intheframework oftheLATINO project (Laboratory inAdvanced Technologies forINnOvatio...
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4
03e3c6d1-ce8e-4958-8de5-b1dbe9ef355b
RF output amplitude stability< 0.09 % RF output phase stability20.9 fs»The civil engineering works inthebuilding has been concluded inAugust 2021 »The installation and commissioning ofthe Modulator and klystron hasbeen completed in February 2022 [3].Atthe same time LLRF system [4],EPICS control system have been commiss...
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4
d1a21a4b-6a06-4400-8600-b3e6c463f5e9
Solid State Modulator Scandinova k400Klystron CPI VKX8311AX-band RF Power Source Currently wehave a test stand based on CPI VKX8311A Klystron Two other klystrons will be tested at TEX: A.CANON E37119 »Low modulator peak power requirement »Very high repetition rate (Interesting for a future upgrade of the machine) »...
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5
2f59f576-f420-4758-ba65-e102fa9c5a64
RF pulse length μs 1,5 Repetition Rate Hz 400 100 100 Gain dB 47 50 47 Efficiency % 40 55 40 Status : •Test station based ontheVKX8311 Aklystron already commissioned and inoperation atTEX facility •CANON E37119 klystron with modulator isinprocurement phase (expected delivery 01/2024) •CPI VKX8311 HE isinprocurement pha...
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5
7cc184ba-8f88-44c1-badb-c4757d6002c7
Conditioning of waveguides and Spiral Loads »Aconditioning run ofthe waveguide distribution line terminated ontwo 3D printed Titanium Spiral Load hasbeen completed inFebruary 2023 »Afinal forward klystron peak power of42MW with 250 nspulse length at50Hz has been reached in3weeks .The test has been interrupted toperform...
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6
02ce7ad1-e96b-4c68-84cb-5a7b4db3e3e9
Current TEX layout »In April 2023 we installed, inside the bunker, a CERN accelerating section of the T24 CLIC type. The complete setup is being implemented in these weeks »This test will be preparatory to the conditioning of the first EuPRAXIA accelerating structure prototype , which will take place by September 202...
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7
fdb19a25-397a-4b6c-8487-637ad319a9ef
X-band RF components »Many ofthe X-band components needed forthe EuPRAXIA module are based onCERN design and have been manufactured, purchased and installed inthe TEX layout :directional couplers, pumping units, splitter, loads [6] »AnX-band BOC hasbeen ordered toPSI »Atthesame time, wearedeveloping other components : ...
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8
342b9898-8cbe-4cda-a7dd-c336e83bf879
•EMand mechanical design: done •Manufacturing byacompany :ongoing [6] N. Catalan- Lasheras , et al., 9th Int. Particle Accelerator Conf. (IPAC18), Vancouver, BC, Canada, May 2018, paper WEPMF074. [7] S. Tantawi, et all. (2000). Reviews of Modern Physics –doi: 10.1103/PhysRevSTAB.3.082001
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8
f07be9c0-9c04-4369-a07b-e227590676ef
Brazing free BOC pulse compressor »We are developing a new design for X -band BOC that implements the INFN -LNF brazing -free technology »The brazing free or “clamping” technology is based on the use of special RF/vacuum gaskets [8,9] »The choice of the mode to increase the Q0keeping the size of the BOC reasona...
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9
bf88309c-f394-4ef1-8135-1b6e61356ca9
X-band Accelerating structures design PARAMETERValue Quasi - Constant GradientConstant Impedance Frequency [GHz] 11.9942 Average acc. gradient [MV/m] 60 Structures per module 2 Iris radius a [mm] 3.85 -3.15 3.5 Tapering angle [ deg] 0.04 0 Struct. length Lsact. Length [m] 0.94 No. of cells 112 Shunt impedance R [MΩ/m]...
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976f4722-aa67-4da0-97a4-cd7bb2afacf3
average irisradius design towork with anaverage acceleration gradient of60 MV/m .The single cell and RFstructure optimization has been completed developing asemi -analytical code toconsider also the power gain from the BOC pulse compressor [10]:done »Thermo -mechanical simulations todemonstrate the correct sizing ofthe...
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239391d0-05c4-4280-ac45-11c38ed4fc09
Structure Prototyping Activity Four main steps ofprototyping : • Pre-prototypes on3-cells and simplified couplers to test and optimize the brazing procedure, cells assembly, alignment etc:done • Full scale mechanical prototype :0.9mprototype totest the overall brazing process ofthe full structure and thecell-to-cell al...
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277f0fdd-1a2c-4461-b056-b65b5c53963a
Full- Scale Mechanical Prototype Brazing •Vacuum test OK (except one coupler for a miss -positioning of the brazing alloy) •Straightness ±15 µm obtained after brazing (±30 µm required by BD)Results on the brazed structure Next steps •CI 15 cells RF prototype expected by July 2023 •Final full- scale structure expected...
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d8c30245-41d6-473f-b8af-c4f9ab8f3df0
Conclusions and Acknowledgements Aknowledgements : INFN -LNF: D. Alesini, S. Bini, B. Buonomo , S. Cantarella , R. Clementi, A. Gallo, C. Di Giulio, E. Di Pasquale, G. Di Raddo , A. Liedl, V. Lollo , L. Piersanti, S. Pioli, R. Ricci on behalf of the TEX and EuPRAXIA technical team, INFN -LNF Accelerator Division and ...
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13
eb0f20d8-521a-4852-8f45-04b5b1d1b88d
willbetested inthenext months »Anew X-band RFsource based onthe25MW, 400Hz E37119 klystron willbecommissioned atTEX starting from February 2024 »Ahigh efficiency klystron version ofthe 50MW VKX8311 Adeveloped byCPI/CERN should be available from beginning 2025 »Many X-band RFcomponents ofthe EuPRAXIA RFmodule have been ...
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8a4b9670-bf21-4318-a782-539f950975c7
CHARACTERISATION OF MICROBUNCHING INSTABILITY AT THE FERMI FREE ELECTRON LASER A. D. Brynes∗ Elettra-Sincrotrone Trieste S.C.p.A., 34149 Trieste, Italy Abstract A systematic study of microbunching instability is being carried out in the FERMI free-electron laser linac driver. This contribution will report about modelli...
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0
8db67f92-a6d5-44a4-915f-b44af842ad37
energy spread ( <0.1%) in the case of the latter [1,2]. One ofthemostsignificantfactorsthatcanpreventtheelectron beamfrommeetingtheserequirementsisthemicrobunching instability[3 –5], acollectiveinteractionthatcancausean increaseinthesliceenergyspreadoftheelectronbunch,and a highly non-uniform current profile [6,7]. Bot...
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0
3e29a1ed-1ecf-4501-811b-e139ec0fc650
beam can be reduced by controlling the longitudinal disper- sionandtransverseopticsinthelinac-to-FELtransferline (alternatively known as the spreader). THEORY Examplesofthecollectiveeffectsthatcandrivethemi- crobunching instability at medium-to-high energies in an FEL are coherent synchrotron radiation (CSR) [11,12], g...
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0
f11caba9-c290-4370-b683-e2b79812db25
Intheabsenceofcollectiveeffects,thefinalbunchingfactor is given by: ∗alexander.brynes@elettra.eu𝑏𝑓(𝑘)=𝑏𝑖(𝑘0)exp −1 2𝑘𝑓𝑅56𝜎𝛿,02 × exp −1 2𝑘2 𝑓" 𝜖𝑥,𝑖𝛽𝑥,𝑖 𝑅51−𝛼𝑥,𝑖 𝛽𝑥,𝑖𝑅522 −𝜖𝑥,𝑖 𝛽𝑥,𝑖𝑅2 52#! .(1) the𝑅5xparameters givethe linear componentsof the 6×6 transfer matrix [19], and 𝜖,𝛽a...
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0
d1fc360f-6a48-4d05-8970-342dba68e594
asthedispersioninvariant,givenbytheterminthesquare bracketsofthesecondexponentialterminEq.1. Thestan- dard method employed at a number of short-wavelength FEL facilities is to increase the initial energy spread 𝜎𝛿,0, throughtheuseofa‘laserheater’ [8,25 –27]. Thisdevice, placed in the low-energy ( ≈100–300MeV) section...
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0
b6bc4a1d-da4b-4f8c-a00e-3decd6966e5a
demonstratedtheimportanceofthistechniqueforimproving FELperformance,andtheyareregularlyemployedduring the operation of these facilities. However,thereareotherpossibleroutestoreducing 𝑏𝑓, namely through the linear transfer matrix terms 𝑅51,𝑅52 and𝑅56. As will be shown below, through controlling these terms in the s...
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0
90bcd240-220d-40f9-b601-d4c02d9d2330
cally,anditiscalibratedsuchthattheverticalpositionofthe streaked electrons is correlated with their longitudinal posi- tioninthebunch,providingameasurementofthecurrent profile of the bunch. The bending magnet acts as a spec- trometer, and thereforeby imaging the electron bunch after the magnet, a full measurement of th...
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1
d3984a1f-0a24-4fe9-87ed-320f8ca88e60
be employed [7] – see Fig.2 for an example image . This method is an extension of the ‘standard’ 1D analysis which takes only the current profile of the bunch. The benefit of performing the analysis in two dimensions is that the modulationsinbothenergyandcurrentcanbecharacterised simultaneously, along with the interpla...
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1
c290db13-7c2a-4a80-9fd7-c0663aa9aee3
the infrared range as the electron beam passes through it, depending on the wavelength of modulations present in the longitudinal profile of the beam. This CTR is directed onto aCaF2prism,whichactsasaspectrometer,andtheIRpulse can then be sent to one of two monitors: a pyrodetector and aPbSedetector,bothofwhichcanbeuse...
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3cc51150-886b-4986-a737-92621e08f4ad
This informed the choice of detectors; neither are able to covertheentirerange,butbyusingbothofthemformultiple measurements,itispossibletocharacterisethestrengthof modulationsinthebunchacrosstheentireregionofinterest. More details on the system are to be given in Ref. [30]. Initial commissioning results can be seen in ...
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a26bf203-22be-4dfa-9e77-05fbc2708202
involves chirping the initial laser pulse, sending it through a Michelson interferometer with a variable delay on one arm, and recombining the pulses in order to achieve a laser pulse with a wavelength ranging from tens to hundreds of µm. By impinging this laser pulse on the electron beam in the laser heater, modulatio...
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1
73097c62-9ea7-41e1-bc0b-6ff2baf40b92
Figure 3: Schematic of the infrared spectrometer (SPIR). Theelectronbeampassesthroughanaluminiumfoil,gen- eratingcoherenttransitionradiation(CTR)intheinfrared range. This is then dispersed in a CaF 2prism, and is re- flectedbyasphericalmirrorontoeitherofthetwodetectors –apyrodetectorandaPbSedetector. Bothoftheseareplac...
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3884c102-53c0-4970-ad83-2be7565db4a3
oftheresultspresentedheredemonstratetheabilityofthe SPIRtoprovideusefulinformationonthemicrobunching wavelength and intensity in the electron beam. Figure5: MeasurementsoftheSPIRintensityforelectron bunches that had modulations imposed on them in the laser heaterthroughtheuseofthechirped-pulsebeatingtechnique [31,32]. ...
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759be2b4-af03-4619-abc4-c62eca55a2c8
theeffectsofCSR[34];however,experimentswithanon- isochronousspreader |𝑅56|>0[35]demonstratedthatthe phase-mixingeffectduetoanon-zerolongitudinaldisper- sion,whichdampsthemicrobunchinggain,canhaveamore positiveimpact onthe FEL performancethan thereduced CSR-inducedemittancegrowththatcanbeobtainedwhen the𝑅56is zero. Du...
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2
8f42b7b4-5708-47b2-924b-f06c9e21f8d9
Figure6: FELbrightness(totalsignalintensityoverFWHM bandwidth)asafunctionofthelaserheaterpulseenergy,for threevaluesofthe 𝑅56inthespreader: 0(orange),+3mm (blue) and−3mm (green). Image taken from Ref. [35] of the central wavelength FWHM), respectively. Both of thesefiguresrepresentscansofthelaserheaterpulseenergy for ...
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91e73bc9-72ac-412f-a0a1-89e5041a752f
signalasafunctionofthelaserheaterpulseenergy,forthree valuesofthe 𝑅56inthespreader;thecolourschemeisthe same as Fig.6. Image taken from Ref. [35]ThisimprovementinFELperformancecanalsobeseen whenlookingtothespectraforthethreesettingsof 𝑅56at twovaluesofthelaserheaterpulseenergy,asshowninFig.8. The phase-mixing for pos...
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41afd2d5-338a-4ba6-a92b-f6f3bc90a532
to damp the microbunching instability. Figure8: AveragedFELspectrumforthreesettingsofthe 𝑅56in the spreader, with two different laser heater pulse energies. Image taken from Ref. [35] Transverse Optics Control Further sets of experiments were performed in which the dispersion invariant H𝑥was varied along thespreader ...
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a99758ae-81ef-46c7-98f0-e52ebd1076c9
spreader were calculated first by measuring the emittance using a single-quad scan at the exit of the linac [37], then readinginthequadrupolestrengthsalongthespreaderline and tracking forward using the OCELOT code [38]. The first set of experiments were performed on FEL1, which does not have access to the SPIR; therefo...
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f6821eb5-b1a3-4f34-a458-38cc6ca4b2c5
Figure 9: Average number of peaks in the FEL spectrum for two differenttransverse optics settingsin thespreader,as a function of the laser heater attenuator (i.e. pulse energy); the nominal settings lead to max (H𝑥)≈75, whereas the modifiedopticshasmax (H𝑥)≈160. Theerrorbarsrepre- sent the standard error per step. th...
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5a7097f5-6d96-4254-a794-a4e484bde8db
settings lead to max (H𝑥)≈5, whereas the modified optics has max(H𝑥)≈11. The error bars represent the standard error per step. Furtherconfirmationoftheexpectedsuppressionofthe microbunching gain through increasing H𝑥was observed on the FEL2 line; in this case, we can look to the FEL in- tensity, as seen in Fig.10. F...
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4
3817183f-a074-483a-a13d-1f67b24a0b44
inferred from these measurements are given in Fig.11, in whichtheSPIRwavelengthwasscannedforthetwospreader optics configurations. Deeper analysis is required, however, in order to confirm this inference. Figure 11: Integrated intensity of the SPIR as a function of IRwavelengthforthesameopticsshowninFig.10;thelaser heat...
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245b5fe5-00a6-4bf6-aa6a-48452d163822
ments have shown that the microbunching content can be reduced, and the FEL performance improved, by control- ling the longitudinal and transverse optics of the electron bunch in the spreader line. These results have provided a path towards new methods for microbunching mitigation, potentiallyleadingtofurtherimprovemen...
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30225270-770e-4b74-8a9d-ed43f0d92d6d
REFERENCES [1]P. Schmüser, M. Dohlus, J. Rossbach, and C. Behrens. Free- electron lasers in the ultraviolet and x-ray regime . Springer, 2014. [2]Z. Huang and K.-J. Kim. Phys. Rev. ST Accel. Beams , 10:034801, 2007. [3]R. Akre et al. Phys. Rev. ST Accel. Beams , 11:030703, 2008. [4]S.DiMitriandS.Spampinati. Phys. Rev. ...
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9389cb14-5f1c-4337-a7b3-b8a5f266281a
5:074401, 2002. [13]Z. Huang et al. Proceedings of PAC’03, Portland, OR, USA , 2003. [14]J. B. Rosenzweig et al. Nucl. Instrum. Meth. A , 393(2):376 – 379, 1997. [15]E.L. Saldin, E.A. Schneidmiller, and M.V. Yurkov. Nucl. Instrum. Meth. A , 490(1):1, 2002. [16]E. L. Saldin, E. A. Schneidmiller, and M. V. Yurkov. Nucl. ...
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[23] C.-Y. Tsai et al. Phys. Rev. Accel. Beams , 23:124401, 2020. [24]B. Li and J. Qiang. Phys. Rev. Accel. Beams , 23:014403, Jan 2020. [25] J. Lee et al. Nucl. Instrum. Meth. A , 2016. [26]S. Spampinati et al. Phys. Rev. ST Accel. Beams , 17:120705, 2014. [27]M. Hamberg et al. Proceedings of FEL’17, Santa Fe, NM, USA...
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Lett., 110:054801, 2013. [35] G. Perosa et al. Phys. Rev. Accel. Beams , 23:110703, 2020. [36] P. R. Ribič et al. Nat. Photon. , 13:555, 2019. [37] M. G. Minty and F. Zimmermann. Springer, 2003. [38] I. Agapov et al. Nucl. Instrum. Meth. A , 768:5, 2014. [39]A. D. Brynes et al. Proceedings of FEL’22, Trieste, Italy , 2...
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alexander.brynes@elettra.eu IPAC 2023, Venice, Italy, 7 –12 May 2023 Characterisation of Microbunching Instability at the FERMI Free Electron Laser 1Alex Brynes Elettra - Sincrotrone Trieste
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alexander.brynes@elettra.eu IPAC 2023, Venice, Italy, 7 –12 May 2023 Trieste Yesterday 2
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alexander.brynes@elettra.eu IPAC 2023, Venice, Italy, 7 –12 May 2023 Contents 3 1)Causes and Consequences of Microbunching 2)How to Measure Microbunching 3)New Methods of Microbunching reduction via Optics Control. 4)Conclusions & Future Work
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alexander.brynes@elettra.eu IPAC 2023, Venice, Italy, 7 –12 May 2023 Causes and Consequences of Microbunching 4 Consequences  Microbunching instability increases the beam energy spread and causes sidebands and pedestals in the spectrum of a free electron laser (FEL):  Lower intensity  Wider bandwidth Causes  Imp...
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