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Far UV coatings for liquid-Ar time projection chambers 用于液态砷化镓时间投影室的远紫外涂层
IF 1.3 4区 工程技术 Q2 Mathematics Pub Date : 2024-05-01 DOI: 10.1088/1748-0221/19/05/c05028
J. Larruquert, P. López-Reyes, N. Gutiérrez-Luna, C. Honrado-Benítez, V. Pesudo
Liquid Ar (LAr) and liquid Xe (LXe) time projection chambers (TPCs) are used for many applications in neutrino physics and direct dark matter searches. The performance of these detectors, particularly dual-phase ones, depends very strongly on the efficiency for detecting the far ultraviolet (FUV) scintillation light. Such detection is particularly challenging for LAr, in which the strongest scintillation feature is observed at a wavelength of 127 nm (175 nm for LXe). The current mainstream approach is covering the optical surfaces with a wavelength shifter, which absorbs de FUV light and emits at wavelengths that overlap with the optical band, where commercial devices have higher detection efficiency. This work presents coatings designed to enhance the optical properties of the detector materials and to be an alternative to the current technique. In particular, two possible coatings are proposed: narrowband and broadband FUV reflective coatings. The narrowband coatings are tuned at the FUV scintillation light. They provide a large reflectance at the design angle; additionally, these coatings are naturally transparent at longer wavelengths, which might be useful to selectively detect the wavelength of interest. Their performance is evaluated taking into account the refractive index of LAr and as a function of the angle of incidence. The same calculations are performed for an aluminium-based broadband mirror. Finally, the effect on reflectance of submerging both sorts of mirrors at liquid nitrogen temperature is presented.
液态氩(LAr)和液态氙(LXe)时间投影室(TPC)被广泛应用于中微子物理和暗物质直接搜索领域。这些探测器(尤其是双相探测器)的性能在很大程度上取决于探测远紫外闪烁光的效率。对 LAr 来说,这种探测尤其具有挑战性,因为它的最强闪烁特征是在 127 nm 波长处观测到的(对 LXe 来说是 175 nm)。目前的主流方法是在光学表面覆盖一层波长转换器,它可以吸收去 FUV 光,并在与光学波段重叠的波长处发射,而商业设备在这一波段具有更高的探测效率。这项工作介绍了旨在增强探测器材料光学特性的涂层,以替代现有技术。特别是提出了两种可能的涂层:窄带和宽带 FUV 反射涂层。窄带涂层是针对 FUV 闪烁光进行调整的。它们在设计角度上具有较大的反射率;此外,这些涂层在较长的波长上具有天然的透明性,这可能有助于选择性地探测感兴趣的波长。考虑到 LAr 的折射率以及入射角的函数,对它们的性能进行了评估。对铝基宽带反射镜也进行了同样的计算。最后,介绍了在液氮温度下浸没这两种镜子对反射率的影响。
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引用次数: 0
Multi-scale deep residual shrinkage networks with a hybrid attention mechanism for rolling bearing fault diagnosis 采用混合关注机制的多尺度深度残余收缩网络用于滚动轴承故障诊断
IF 1.3 4区 工程技术 Q2 Mathematics Pub Date : 2024-05-01 DOI: 10.1088/1748-0221/19/05/p05015
Xinliang Zhang, Yanqi Wang, Shengqiang Wei, Yitian Zhou, Lijie Jia
The fault diagnosis of rolling bearings based on deep networks is hindered by the unexpected noise involved with accessible vibration signals and global information abatement in deepened networks. To combat the degradation, a multi-scale deep residual shrinkage network with a hybrid attention mechanism (MH-DRSN) is proposed in this paper. First, a spatial domain attention mechanism is introduced into the residual shrinkage module to represent the distance dependence of the feature maps. Then, a hybrid attention mechanism considering both the inner-channeled and cross-channeled characteristics is constructed. Through the comprehensive evaluation of the feature map, it provides a soft threshold for the activation function and realizes the feature-map selection adaptively. Second, the dilated convolution with different dilation rates is implemented for multi-scale context information extraction. Through the feature combination of the DRSN and the dilated convolution, the global information of the rolling bearing fault is strengthened and preserved as the fault diagnosis network is deepened. Finally, the performance of the proposed fault-diagnosis model is validated on the dataset from Case Western Reserve University (CWRU). The experimental results show that, compared with common convolution neural networks, the proposed neural diagnosis model provides a higher identification accuracy and better robustness under noise interference.
基于深度网络的滚动轴承故障诊断受阻于可获取振动信号中的意外噪声以及深度网络中的全局信息衰减。为解决这一问题,本文提出了一种具有混合注意机制的多尺度深度残差收缩网络(MH-DRSN)。首先,在残差收缩模块中引入空间域注意机制,以表示特征图的距离依赖性。然后,构建了一种同时考虑内通道和跨通道特征的混合注意力机制。通过对特征图的综合评估,为激活函数提供软阈值,自适应地实现特征图选择。其次,采用不同扩张率的扩张卷积进行多尺度上下文信息提取。通过 DRSN 和扩张卷积的特征组合,随着故障诊断网络的深化,滚动轴承故障的全局信息得到了强化和保留。最后,在凯斯西储大学(CWRU)的数据集上验证了所提出的故障诊断模型的性能。实验结果表明,与普通卷积神经网络相比,所提出的神经诊断模型具有更高的识别精度和在噪声干扰下更好的鲁棒性。
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引用次数: 0
Test result of the new ASD2 chips for Phase-II upgrade of the ATLAS MDT chambers at HL-LHC 用于 HL-LHC ATLAS MDT 室第二阶段升级的新型 ASD2 芯片的测试结果
IF 1.3 4区 工程技术 Q2 Mathematics Pub Date : 2024-05-01 DOI: 10.1088/1748-0221/19/05/c05008
K. Penski
For the Phase-II upgrade of the ATLAS Muon Spectrometer to High-Luminosity LHC, new front-end readout electronics for the Monitored Drift Tube chambers is required, as the old one no longer meets the demands. The first stage in the Monitored Drift Tubes readout chain is the Amplifier-Shaper-Discriminator chip. For the upgrade, the new ASD2 ASIC chip in IBM 130 nm CMOS technology has been developed. For the ATLAS experiment, 80000 ASD2 chips are produced, which have to be tested before integration in order to obtain the required 50000 well-performing chips in the end. Using a prototype tester board and pre-production ASD2 chips, the overall performance and the influence on programmable parameters is investigated. Based on these results, 1775 production chips are tested to define final optimized cut values for the automated production testing of all chips in the company.
为了将 ATLAS μ介子谱仪第二阶段升级为高亮度大型强子对撞机,需要为监测漂移管室安装新的前端读出电子设备,因为旧的设备已经不能满足要求。监测漂移管读出链的第一级是放大器-整形器-鉴别器芯片。为了进行升级,已经开发出采用 IBM 130 nm CMOS 技术的新型 ASD2 ASIC 芯片。ATLAS 实验需要生产 80000 个 ASD2 芯片,在集成前必须对这些芯片进行测试,以便最终获得所需的 50000 个性能良好的芯片。利用原型测试板和试生产的 ASD2 芯片,研究了其整体性能和对可编程参数的影响。根据这些结果,对 1775 个生产芯片进行了测试,为公司所有芯片的自动化生产测试确定了最终优化切割值。
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引用次数: 0
Outer Barrel services chain characterisation for the ATLAS ITk Pixel detector ATLAS ITk Pixel 探测器外筒服务链特性分析
IF 1.3 4区 工程技术 Q2 Mathematics Pub Date : 2024-05-01 DOI: 10.1088/1748-0221/19/05/c05007
L. Flores Sanz De Acedo
For the high-luminosity upgrade of the ATLAS Inner Tracking detector of the ATLAS experiment, a new pixel detector will be installed to allow for a bigger bandwidth and cope with the increased radiation among other challenges. This contribution will present the evaluation of the Outer Barrel Pixel layer services chains. A full data transmission study covering data merging will be presented from the pixel module all the way to the FELIX data acquisition system, using most of the components foreseen for the detector. Challenges and results of the services chain of the Outer Barrel will be highlighted.
为了对ATLAS实验的ATLAS内跟踪探测器进行高亮度升级,将安装一个新的像素探测器,以获得更大的带宽,并应对辐射增加等挑战。本文将介绍对外筒像素层服务链的评估。将对从像素模块一直到 FELIX 数据采集系统的数据合并进行全面的数据传输研究,其中将使用为探测器设想的大部分组件。将重点介绍外筒服务链面临的挑战和取得的成果。
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引用次数: 0
Research on fusion and deformation analysis of decade' HLS-II control network surveying data 十年 HLS-II 控制网测量数据的融合与变形分析研究
IF 1.3 4区 工程技术 Q2 Mathematics Pub Date : 2024-05-01 DOI: 10.1088/1748-0221/19/05/p05043
Enchen Wu, Wei Wang, Xiao Li, Zhubing Cheng, Panyun Gao, qiuyu zhang, Ting Ding, Jianglin Xu, Sicheng Zhang, Xiaolong Wang, Yiliang Lin, Xiaoye He
To ensure the long-term stability of the beam and further construction needs, it is necessary to re-measure the particle accelerator regularly. Since 2013, we have been measuring the HLS-II control network with laser trackers and the level for 10 years. Taking HLS-II as the object of study, we introduced the data acquisition strategy for the period of 2013–2023. We analyzed the horizontal and vertical deformation trends of each control point. In the vertical direction, we fused the geometric level and elevation data of the laser tracker network by using MC-GMM (a Gauss-Markov model which considers the uncertainty of Monte Carlo simulation). The analysis results show that, after the HLS upgrade, the annual average settlement of the ground control network tends to be stable. The settlement and horizontal variation of the device are all within a reasonable and controllable range. To ensure stability, accuracy, and efficiency in the measurement, we recommend employing the laser tracker for the re-measurement of the HLS-II storage ring. The data processing flow and methods mentioned in the article can provide a reference for deformation analysis of the upcoming construction of the Hefei Advanced Light Facility (HALF) and other large-scale metrology projects.
为确保光束的长期稳定性和进一步的建设需求,有必要定期重新测量粒子加速器。自 2013 年起,我们开始使用激光跟踪仪测量 HLS-II 控制网络和 10 年的水平。我们以 HLS-II 为研究对象,介绍了 2013-2023 年期间的数据采集策略。我们分析了每个控制点的水平和垂直变形趋势。在垂直方向上,我们利用 MC-GMM(一种考虑蒙特卡罗模拟不确定性的高斯-马尔科夫模型)融合了激光跟踪仪网络的几何水准面和高程数据。分析结果表明,HLS 升级后,地面控制网络的年平均沉降量趋于稳定。设备的沉降和水平变化都在合理可控的范围内。为确保测量的稳定性、准确性和高效性,我们建议采用激光跟踪仪对 HLS-II 储存环进行复测。文章中提到的数据处理流程和方法可以为即将建设的合肥先进光设施(HALF)和其他大型计量项目的变形分析提供参考。
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引用次数: 0
Neural Networks for position reconstruction in liquid argon detectors 用于液氩探测器位置重建的神经网络
IF 1.3 4区 工程技术 Q2 Mathematics Pub Date : 2024-05-01 DOI: 10.1088/1748-0221/19/05/c05047
Miguel Cárdenas-Montes, Roberto Santorelli
This article explores the integration of Deep Learning and Explainable Artificial Intelligence in Particle Physics, focusing on their application in position reconstruction within dual-phase liquid argon detectors for Dark Matter search. Facing challenges like pile-up scenarios, Neural Networks prove crucial for refining algorithms. This article emphasizes Deep Learning's role in addressing regression and classification problems, such as position reconstruction and particle identification, particularly in Time Projection Chambers. Explainable Artificial Intelligence emerges as pivotal in unraveling Deep Learning's complex decisions, exposing biases, and facilitating improvement cycles. Innovations like Evolutionary Neural Networks and topology-driven dataset reduction offer potential efficiency gains. The conclusion highlights challenges in analyzing massive data volumes, emphasizing the need for adaptability and ethical considerations in the pursuit of understanding Dark Matter.
本文探讨了深度学习和可解释人工智能在粒子物理学中的融合,重点是它们在暗物质搜索的双相液氩探测器中的位置重建应用。面对堆积场景等挑战,神经网络被证明是完善算法的关键。本文强调了深度学习在解决回归和分类问题中的作用,如位置重建和粒子识别,特别是在时间投影钱柜娱乐中。可解释人工智能(Explainable Artificial Intelligence)在揭示深度学习的复杂决策、暴露偏差和促进改进周期方面发挥着关键作用。进化神经网络和拓扑驱动的数据集缩减等创新技术为提高效率提供了可能。结论强调了在分析海量数据时所面临的挑战,强调了在理解暗物质的过程中需要有适应性和道德考量。
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引用次数: 0
Influence of the reflectivity of a crystal on the angular distribution of diffracted transition radiation of relativistic electrons 晶体的反射率对相对论电子衍射过渡辐射角度分布的影响
IF 1.3 4区 工程技术 Q2 Mathematics Pub Date : 2024-05-01 DOI: 10.1088/1748-0221/19/05/c05043
A. V. Berdnichenko, A.V. Budko, V.V. Kolodochkin, Y. Takabayashi, I. Vnukov
The influence of the angular profile of crystal reflectivity on the assessment of the divergence of a beam of relativistic electrons is studied through measurements of the angular distribution of diffracted transition radiation. The results show that, when the angular distribution of reflectivity is taken into account, the obtained divergence values are close to the true values. Failure to take this effect into account leads to systematic errors in determining the horizontal divergence. The magnitude of the error depends on the beam divergence and is inversely proportional to the square of the energy of the reflected photons.
通过测量衍射过渡辐射的角度分布,研究了晶体反射率的角度分布对相对论电子束发散评估的影响。结果表明,当考虑到反射率的角度分布时,得到的发散值接近真实值。如果不考虑这一影响,在确定水平发散值时就会产生系统误差。误差的大小取决于光束发散,并与反射光子能量的平方成反比。
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引用次数: 0
Crystallization of SrB4O7 in a glass tape and its electrical, dielectric, ferroelectric and nonlinear optical properties 玻璃带中 SrB4O7 的结晶及其电气、介电、铁电和非线性光学特性
IF 1.3 4区 工程技术 Q2 Mathematics Pub Date : 2024-05-01 DOI: 10.1088/1748-0221/19/05/c05039
V. G. Harutyunyan, N.A. Deghoyan, L.S. Mkrtchyan, L.A. Amiraghyan, N. H. Sargsyan, A.R. Aramyan, A.A. Muradyan, V.V. Baghramyan, I. G. Harutyunyan, H. A. Alexanyan
This paper presents the results of an investigation of the electrical, dielectric, ferroelectric, and second-order nonlinear optical properties of SrB4O7 synthesized by methods of both solid-state reaction (SSR) and crystallization of a glass tape (GT). To obtain GTs of SrB4O7, the melt consisting of appropriate precursors was rapidly cooled using a twin-roller. The prepared GTs were crystallized at 730°C for different durations and analyzed by X-ray diffraction. The formation of “extended” crystals in the central part of GTs due to the application of the GT technology is discussed. The investigation of the current-voltage characteristic of the sample prepared by SSR showed that its breakdown voltage is higher than 1000 V. The measurements of the dielectric parameters in the frequency range of 1 KHz–1 MHz showed that the dielectric constant is about 7.5, and the dielectric loss varies from 0.002 to 0.0008. These parameters are sufficiently stable in the temperature range from room temperature to 150°C. The ferroelectric properties of the GT crystallized at 730°C for 3 h were also investigated. At 20 kV/cm, a remnant polarization of 0.18 μC/cm2 was measured. Optical measurements showed that the intensity of second-harmonic generation in the GT crystallized at 730°C for 3 h is 5.4 times higher than that of KH2PO4 (KDP).
本文介绍了通过固态反应(SSR)和玻璃带结晶(GT)两种方法合成的 SrB4O7 的电学、介电、铁电和二阶非线性光学特性的研究结果。为了获得 SrB4O7 的玻璃带,使用双辊快速冷却由适当前体组成的熔体。所制备的 GT 在 730°C 的温度下结晶,持续时间各不相同,并通过 X 射线衍射进行分析。讨论了由于 GT 技术的应用而在 GT 中心部分形成的 "扩展 "晶体。对 SSR 制备的样品的电流-电压特性的研究表明,其击穿电压高于 1000 V。对频率范围为 1 KHz-1 MHz 的介电参数的测量表明,介电常数约为 7.5,介电损耗在 0.002 至 0.0008 之间。这些参数在室温至 150°C 的温度范围内足够稳定。此外,还研究了在 730°C 下结晶 3 小时的 GT 的铁电特性。在 20 kV/cm 的电压下,测得残余极化为 0.18 μC/cm2。光学测量结果表明,在 730°C 晶化 3 小时的 GT 中产生的二次谐波强度是 KH2PO4(KDP)的 5.4 倍。
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引用次数: 0
The status of the back-end card for the JUNO experiment 用于 JUNO 实验的后台卡的状态
IF 1.3 4区 工程技术 Q2 Mathematics Pub Date : 2024-05-01 DOI: 10.1088/1748-0221/19/05/c05046
Feng Gao, Yifan Yang, P. Petitjean, Barbara Clerbaux, Marta Colomer Molla
The Jiangmen Underground Neutrino Observatory (JUNO) aims to determine the neutrino mass hierarchy by detecting antineutrinos from nuclear reactors using a large liquid scintillator volume. The detector employs approximately 20,000 20-inch photomultiplier tubes powered and read out by two electronics readout systems: underwater and above water. The back-end card (BEC) is a crucial component of the latter and links 7,000 underwater electronics boxes to the trigger system. 180 BECs have been installed and tested at the JUNO site, including self-tests and combined tests. This paper presents the current status of the BEC.
江门地下中微子观测站(JUNO)的目标是通过使用大型液体闪烁体来探测核反应堆中的反中微子,从而确定中微子的质量等级。该探测器采用约 20,000 个 20 英寸光电倍增管,由水下和水上两个电子读出系统供电和读出。后端卡(BEC)是后者的重要组成部分,它将 7,000 个水下电子箱与触发系统连接起来。在 JUNO 现场已安装和测试了 180 个 BEC,包括自测和联合测试。本文介绍了 BEC 的现状。
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引用次数: 0
Foreword to “Accelerator and experiments for LHC Run3” Special Issue 大型强子对撞机运行 3 的加速器和实验 "特刊前言
IF 1.3 4区 工程技术 Q2 Mathematics Pub Date : 2024-05-01 DOI: 10.1088/1748-0221/19/05/p05060
Mike Lamont, Joachim Mnich
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引用次数: 0
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