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Influence of electron cooling on the polarization lifetime of a horizontally polarized storage ring beam 电子冷却对水平极化存储环束偏振寿命的影响
Pub Date : 2020-02-17 DOI: 10.1016/j.nima.2020.164797
S. Karanth, E. Stephenson, A. Wrońska, G. Ciullo, S. Dymov, R. Gebel, G. Guidoboni, V. Hejny, A. Kacharava, I. Keshelashvili, P. Kulessa, P. Lenisa, A. Lehrach, B. Lorentz, D. Mchedlishvili, A. Nass, N. Nikolaev, A. Pesce, J. Pretz, D. Prasuhn, F. Rathmann, A. Saleev, Y. Senichev, V. Shmakova, H. Stroeher, R. Talman, Y. Valdau, C. Weidemann, P. University, Cracow, Poland, I. University, Bloomington, Indiana., Usa, U. Ferrara, Infn, Ferrara, Italy., Forschungszentrum Juelich, H Germany, J. I. O. N. Research, Dubna, Russia., Institute of Nuclear Physics Pan, A. University, Aachen, Tbilisi State University, Tbilisi, Georgia, L. I. F. T. Physics, Chernogolovka, M. Physics, Technology, Dolgoprudny, B. III.PhysikalischesInstitut, R. University, S. University, Samara, C. University, Ithaca, N. York, USA. Forschungszentrum Juelich
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引用次数: 3
Accelerator Real-time Edge AI for Distributed Systems (READS) Proposal 分布式系统加速器实时边缘人工智能(READS)提案
Pub Date : 2020-02-10 DOI: 10.2172/1769391
K. Seiya
Our objective will be to integrate ML into Fermilab accelerator operations and furthermore provide an accessible framework which can also be used by a broad range of other accelerator systems with dynamic tuning needs. We will develop of real-time accelerator control using embedded ML on-chip hardware and fast communication between distributed systems in this proposal. We will demonstrate this technology for the Mu2e experiment by increasing the overall duty factor and uptime of the experiment through two synergistic projects. First, we will use deep reinforcement learning techniques to improve the performance of the regulation loop through guided optimization to provide stable proton beams extracted from the Delivery Ring to the Mu2e experiment. This requires the development of a digital twin of the system to model the accelerator and develop real-time ML algorithms. Second, we will use de-blending techniques to disentangle and classify overlapping beam losses in the Main Injector and Recycler Ring to reduce overall beam downtime in each machine. This ML model will be deployed within a semi-autonomous operational mode. Both applications require processing at the millisecond scale and will share similar ML-in-hardware techniques and beam instrumentation readout technology. A collaboration between Fermilab and Northwestern University will pull together the talents and resources of accelerator physicists, beam instrumentation engineers, embedded system architects, FPGA board design experts, and ML experts to solve complex real-time accelerator controls challenges which will enhance the physics program. More broadly, the framework developed for Accelerator Real-time Edge AI Distributed Systems (READS) can be applied to future projects as the accelerator complex is upgraded for the PIP-II and DUNE era.
我们的目标是将机器学习集成到费米实验室的加速器操作中,并进一步提供一个可访问的框架,该框架也可用于其他具有动态调谐需求的加速器系统。在本提案中,我们将使用嵌入式片上硬件开发实时加速器控制和分布式系统之间的快速通信。我们将在Mu2e试验中演示该技术,通过两个协同项目增加试验的总体占空系数和正常运行时间。首先,我们将使用深度强化学习技术,通过引导优化来提高调节回路的性能,为Mu2e实验提供从交付环中提取的稳定质子束。这需要开发系统的数字孪生体来模拟加速器并开发实时ML算法。其次,我们将使用去混合技术来解开和分类主注入器和回收环中的重叠光束损失,以减少每台机器的整体光束停机时间。该机器学习模型将部署在半自主的操作模式中。这两种应用都需要毫秒级的处理,并将共享类似的硬件ml技术和波束仪器读出技术。费米实验室和西北大学之间的合作将把加速器物理学家、光束仪器工程师、嵌入式系统架构师、FPGA板设计专家和机器学习专家的人才和资源聚集在一起,解决复杂的实时加速器控制挑战,这将增强物理项目。更广泛地说,随着加速器综合体为PIP-II和DUNE时代升级,为加速器实时边缘人工智能分布式系统(READS)开发的框架可以应用于未来的项目。
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引用次数: 1
Implications of beam filling patterns on the design of recirculating energy recovery linacs 梁填充型式对循环能量回收直线设计的影响
Pub Date : 2020-01-13 DOI: 10.1103/PHYSREVACCELBEAMS.23.072002
S. Setiniyaz, R. Apsimon, P. Williams
Recirculating energy recovery linacs are a promising technology for delivering high power particle beams ($sim$GW) while only requiring low power ($sim$kW) RF sources. This is achieved by decelerating the used bunches and using the energy they deposit in the accelerating structures to accelerate new bunches. We present studies of the impact of the bunch packet filling pattern on the performance of the accelerating RF system. We perform RF beam loading simulations under various noise levels and beam loading phases with different injection schemes. We also present a mathematical description of the RF system during the beam loading, which can identify optimal beam filling patterns under different conditions. The results of these studies have major implications for design constraints for future energy recovery linacs, by providing a quantitative metric for different machine designs and topologies.
循环能量回收直线加速器是一种很有前途的技术,它可以提供高功率粒子束($ $ sim$GW),同时只需要低功率($ $ sim$kW)射频源。这是通过减速使用的束,并利用它们在加速结构中沉积的能量来加速新的束来实现的。本文研究了束包填充模式对加速射频系统性能的影响。我们用不同的注入方案在不同的噪声水平和波束加载阶段进行了射频波束加载模拟。我们还提出了射频系统在波束加载过程中的数学描述,可以确定不同条件下的最佳波束填充模式。这些研究的结果通过为不同的机器设计和拓扑提供定量度量,对未来能量回收直线的设计约束具有重要意义。
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引用次数: 1
Review of the high-power vacuum tube microwave sources based on Cherenkov radiation 基于切伦科夫辐射的大功率真空管微波源研究进展
Pub Date : 2020-01-06 DOI: 10.31219/osf.io/vdk43
Weiye Xu, Handong Xu
Since the first vacuum tube (X-ray tube) was invented by Wilhelm Röntgen in Germany, after more than one hundred years of development, the average power density of the vacuum tube microwave source has reached the order of 108 [MW][GHz]2. In the high-power microwave field, the vacuum devices are still the mainstream microwave sources for applications such as scientific instruments, communications, radars, magnetic confinement fusion heating, microwave weapons, etc. The principles of microwave generation by vacuum tube microwave sources include Cherenkov or Smith-Purcell radiation, transition radiation, and Bremsstrahlung. In this paper, the vacuum tube microwave sources based on Cherenkov radiation were reviewed. Among them, the multi-wave Cherenkov generators can produce 15 GW output power in X-band. Cherenkov radiation vacuum tubes that can achieve continuous-wave operation include Traveling Wave Tubes and Magnetrons, with output power up to 1MW. Cherenkov radiation vacuum tubes that can generate frequencies of the order of 100 GHz and above include Traveling Wave Tubes, Backward Wave Oscillators, Magnetrons, Surface Wave Oscillators, Orotrons, etc.
自第一台真空管(x射线管)由德国的Wilhelm Röntgen发明以来,经过一百多年的发展,真空管微波源的平均功率密度已达到108 [MW][GHz]2数量级。在大功率微波领域,真空器件仍是科学仪器、通信、雷达、磁约束聚变加热、微波武器等应用的主流微波源。真空管微波源产生微波的原理包括切伦科夫辐射或史密斯-珀塞尔辐射、跃迁辐射和轫致辐射。本文对基于切伦科夫辐射的真空管微波源进行了综述。其中,多波切伦科夫发生器在x波段可产生15gw的输出功率。切伦科夫辐射真空管可实现连续波操作,包括行波管和磁控管,输出功率可达1MW。切伦科夫辐射真空管可以产生100 GHz及以上的频率,包括行波管,后向波振荡器,磁控管,表面波振荡器,Orotrons等。
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引用次数: 2
The Bloch equation for spin dynamics in electron storage rings: Computational and theoretical aspects 电子存储环中自旋动力学的Bloch方程:计算和理论方面
Pub Date : 2019-12-30 DOI: 10.1142/S0217751X19420326
K. Heinemann, D. Appelo, D. Barber, O. Beznosov, J. Ellison
In this paper we describe our work on spin polarization in high-energy electron storage rings which we base on the Bloch equation for the polarization density and which aims towards the e-/e+ option of the proposed Future Circular Collider (FCC-ee) and the proposed Circular Electron Positron Collider (CEPC). The Bloch equation takes into account non spin-flip and spin-flip effects due to synchrotron radiation including the spin-diffusion effects and the Sokolov-Ternov effect with its Baier-Katkov generalization as well as the kinetic-polarization effect. This mathematical model is an alternative to the standard mathematical model based on the Derbenev-Kondratenko formulas. For our numerical and analytical studies of the Bloch equation we develop an approximation to the latter to obtain an effective Bloch equation. This is accomplished by finding a third mathematical model based on a system of stochastic differential equations underlying the Bloch equation and by approximating that system via the method of averaging from perturbative ODE theory. We also give an overview of our algorithm for numerically integrating the effective Bloch equation. This discretizes the phase space using spectral methods and discretizes time via the additive Runge-Kutta method which is a high-order semi-implicit method. We also discuss the relevance of the third mathematical model for spin tracking.
在本文中,我们描述了我们在高能电子存储环中自旋极化的工作,我们基于极化密度的Bloch方程,并针对拟议的未来圆形对撞机(FCC-ee)和拟议的圆形正电子对撞机(CEPC)的e-/e+选项进行了研究。布洛赫方程考虑了同步辐射引起的非自旋翻转和自旋翻转效应,包括自旋扩散效应和Sokolov-Ternov效应及其拜尔-卡特科夫推广效应以及动力学极化效应。该数学模型是基于Derbenev-Kondratenko公式的标准数学模型的替代方案。对于布洛赫方程的数值和解析研究,我们发展了后者的近似,以获得有效的布洛赫方程。这是通过找到基于布洛赫方程的随机微分方程系统的第三个数学模型,并通过摄动ODE理论的平均方法逼近该系统来实现的。我们还概述了我们对有效布洛赫方程进行数值积分的算法。采用谱法对相空间进行离散,采用高阶半隐式的加性龙格-库塔法对时间进行离散。我们还讨论了第三种自旋跟踪数学模型的相关性。
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引用次数: 2
Advanced Control Methods for Particle Accelerators (ACM4PA) 2019 粒子加速器先进控制方法(ACM4PA) 2019
Pub Date : 2019-12-16 DOI: 10.2172/1579684
A. Scheinker, C. Emma, A. Edelen, S. Gessner
Los Alamos is currently developing novel particle accelerator controls and diagnostics algorithms to enable higher quality beams with lower beam losses than is currently possible. The purpose of this workshop was to consider tuning and optimization challenges of a wide range of particle accelerators including linear proton accelerators such as the Los Alamos Neutron Science Center (LANSCE), rings such as the Advanced Photon Source (APS) synchrotron, free electron lasers (FEL) such as the Linac Coherent Light Source (LCLS) and LCLS-II, the European X-ray Free Electron Laser (EuXFEL), the Swiss FEL, and the planned MaRIE FEL, and plasma wake-field accelerators such as FACET, FACET-II, and AWAKE at CERN. One major challenge is an the ability to quickly create very high quality, extremely intense, custom current and energy profile beams while working with limited real time non-invasive diagnostics and utilizing time-varying uncertain initial beam distributions and accelerator components. Currently, a few individual accelerator labs have been developing and applying their own diagnostics tools and custom control and ML algorithms for automated machine tuning and optimization. The goal of this workshop was to bring together a group of accelerator physicists and accelerator related control and ML experts in order to define which controls and diagnostics would be most useful for existing and future accelerators and to create a plan for developing a new family of algorithms that can be shared and maintained by the community.
洛斯阿拉莫斯目前正在开发新的粒子加速器控制和诊断算法,以实现比目前可能的更高质量的光束和更低的光束损失。本次研讨会的目的是考虑各种粒子加速器的调谐和优化挑战,包括线性质子加速器,如洛斯阿拉莫斯中子科学中心(LANSCE),环,如先进光子源(APS)同步加速器,自由电子激光器(FEL),如直线相干光源(LCLS)和LCLS- ii,欧洲x射线自由电子激光器(EuXFEL),瑞士FEL和计划中的MaRIE FEL,以及等离子体尾流场加速器,如欧洲核子研究中心的FACET、FACET- ii和AWAKE。一个主要的挑战是,在有限的实时非侵入性诊断和利用时变不确定的初始光束分布和加速器组件的情况下,快速创建高质量、超高强度、定制电流和能量剖面光束的能力。目前,一些独立的加速器实验室一直在开发和应用他们自己的诊断工具、自定义控制和ML算法,用于自动机器调谐和优化。本次研讨会的目标是将一群加速器物理学家和加速器相关的控制和机器学习专家聚集在一起,以确定哪些控制和诊断对现有和未来的加速器最有用,并制定一个计划,开发一个可以由社区共享和维护的新算法家族。
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引用次数: 8
Fast Dynamic Aperture Optimization with Reversal Integration 基于反转积分的快速动态孔径优化
Pub Date : 2019-11-30 DOI: 10.2172/1631019
Yongjun Li, Y. Hao, K. Hwang, R. Rainer, A. He, Ao Liu
A fast method for dynamic aperture (DA) optimization of storage rings has been developed through the use of reversal integration. While chaotic dynamical systems have exact time-reversal symmetry, numerical forward integration differs from its reversal due to scaled cumulative round-off errors. The difference, intrinsically associated with the Lyapunov exponent, is a generic indicator of chaos because it represents the sensitivity of chaotic motion to an initial condition. A chaos indicator of the charged particle motion is then obtained by comparing the forward integrations of particle trajectories with corresponding reversals, a.k.a. "backward integrations." The indicator was confirmed to be observable through short-term particle tracking simulations. Therefore, adopting it as an objective function could speed up optimization. The DA of the National Synchrotron Light Source II storage ring, and another test diffraction-limited light source ring, were optimized using this method for the purpose of demonstration.
提出了一种利用反演积分快速优化存储环动态孔径的方法。混沌动力系统具有精确的时间反转对称性,但由于按比例累积舍入误差,其数值正积分与其反转不同。与李雅普诺夫指数内在相关的差值是混沌的一般指标,因为它表示混沌运动对初始条件的敏感性。然后,通过比较粒子轨迹的正向积分与相应的反向积分,即反向积分,获得带电粒子运动的混沌指示器。“向后集成。”通过短期粒子跟踪模拟证实了该指标的可观测性。因此,将其作为目标函数可以加快优化速度。利用该方法对国家同步加速器II型光源存储环的DA和另一个测试限衍射光源环进行了优化,并进行了论证。
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引用次数: 3
3D Theory of the Plasma Cascade Instability 等离子体级联不稳定性的三维理论
Pub Date : 2019-10-29 DOI: 10.2172/1572972
M. Blaskiewicz
The plasma cascade instability (PCI) is a proposed mechanism for microbunching in electron beams without dipole magnets. Existing theory is limited to wave propagation that is orthogonal to the advective compression direction. This work provides a theory allowing for wave propagation in arbitrary directions.
等离子体级联不稳定性(PCI)是在没有偶极磁体的情况下电子束微束形成的一种机制。现有的理论仅限于与平流压缩方向正交的波传播。这项工作提供了一种允许波在任意方向上传播的理论。
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引用次数: 0
Comparison Between, and Validation Against an Experiment of, a Slowly-Varying Envelope Approximation Code and a Particle-in-Cell Simulation Code for Free-Electron Lasers. 自由电子激光器慢变包络近似码与细胞内粒子模拟码的比较与实验验证。
Pub Date : 2019-06-04 DOI: 10.18429/JACOW-FEL2019-TUP050
L. Campbell, H. Freund, J. Henderson, B. McNeil, P. Traczykowski, P. Slot
Free-electron lasers (FELs) operate at wavelengths down to hard x-rays, and are either seeded or start from noise. There is increasing interest in x-ray FELs that rely on Self-Amplified Spontaneous Emission (SASE), and this involves increasing simulation activity in the design, optimization, and characterization of these x-ray FELs. Most of the simulation codes in use rely on the Slowly-Varying Envelope Approximation (SVEA) in which Maxwell's equations are averaged over the fast time scale resulting in relatively small computational requirements. While the SVEA codes are generally successful, the predictions of these codes sometimes differ in various aspects of the FEL interaction. In contrast, Particle-in-Cell (PiC) simulation codes do not average Maxwell's equations and are considered to be a more complete model of the underlying physics.Unfortunately, they require much longer run times than SVEA codes and have not been validated by comparison with experiment as often as the SVEA codes. In order to remedy this, and to resolve issues that arise due to different predictions between the SVEA codes, we present a comparison between one SVEA code (MINERVA) and a PiC simulation code (PUFFIN) with the experimental measurements obtained at the SPARC SASE FEL experiment at ENEA Frascati. The results show good agreement between the two codes and between the codes and the experiment. Since the formulations of the two codes share no common elements, this validates both formulations and demonstrates the capability to model the FEL interaction from the start of teh undulator through the undulator and into deep saturation.
自由电子激光器(FELs)的工作波长低至硬x射线,要么是种子,要么是从噪声开始的。人们对依赖自放大自发发射(SASE)的x射线FELs越来越感兴趣,这涉及到在这些x射线FELs的设计、优化和表征方面越来越多的模拟活动。大多数使用的模拟代码依赖于慢变包络近似(SVEA),其中麦克斯韦方程在快速时间尺度上平均,导致相对较小的计算需求。虽然SVEA码通常是成功的,但这些码的预测有时在FEL相互作用的各个方面存在差异。相比之下,粒子单元(PiC)模拟代码不平均麦克斯韦方程组,被认为是一个更完整的基础物理模型。不幸的是,它们比SVEA代码需要更长的运行时间,并且没有像SVEA代码那样经常通过对比实验来验证。为了解决这一问题,并解决由于SVEA代码之间的不同预测而出现的问题,我们提出了一个SVEA代码(MINERVA)和一个PiC模拟代码(PUFFIN)之间的比较,并在ENEA Frascati的SPARC SASE FEL实验中获得了实验测量结果。结果表明,两种规范之间以及规范与实验结果吻合较好。由于两种代码的公式没有共同的元素,这验证了两种公式,并展示了从波动器开始到波动器和深度饱和的FEL相互作用的建模能力。
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引用次数: 1
Accelerator Vacuum Windows: A Review of Past Research and a Strategy for the Development of a New Design for Improved Safety and Longevity for Particle Accelerators 加速器真空窗:过往研究回顾及改进粒子加速器安全性和寿命的新设计策略
Pub Date : 2019-05-29 DOI: 10.18429/JACoW-IPAC2019-WEXXPLS2
C. Ader, Mar Alvarez, J. Batko, R. Campos, M. McGee, A. Watts
Vacuum window research continues at Fermilab and this paper will examine cost effective, consistent designs which can have a huge impact on accelerator laboratories in terms of safety and cost. Issues such as the design, materials, analysis, testing and fabrication are addressed, including beam scattering plots and materials cost-benefit analysis and examining different materials which can potentially be substitutes for beryllium. A previous research paper has examined current fabrication and design techniques and also failure modes at Fermi, and this paper examines previous research in addition to emerging technologies. Many different paths have been taken by HEP Laboratories throughout the world with varying success. The history of vacuum window development is extensive and not well defined, and a matrix of what research has already been done on materials and joint design for vacuum windows will be shown. This report finally includes a treatise for vacuum window technology and a view towards emerging designs and materials and discusses future advances of research such as fabrication techniques including additive manufacturing and ultrasonic welding. Further exploration into these would prove beneficial to developing vacuum windows that are safer and stronger while being more transparent to the beam.
费米实验室的真空窗研究仍在继续,本文将研究成本效益,一致的设计,这将对加速器实验室的安全性和成本产生巨大影响。解决了设计、材料、分析、测试和制造等问题,包括光束散射图和材料成本效益分析,并检查了可能成为铍替代品的不同材料。之前的一篇研究论文研究了费米目前的制造和设计技术以及失效模式,除了新兴技术之外,这篇论文还研究了以前的研究。世界各地的HEP实验室采取了许多不同的途径,取得了不同程度的成功。真空窗的发展历史是广泛的,并没有很好地定义,和已经做了研究的矩阵真空窗的材料和接头设计将显示。本报告最后包括一篇关于真空窗技术的论文,以及对新兴设计和材料的看法,并讨论了未来的研究进展,如增材制造和超声波焊接等制造技术。对这些方面的进一步探索将有助于开发更安全、更坚固、同时对光束更透明的真空窗。
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引用次数: 0
期刊
arXiv: Accelerator Physics
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