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Muography for Inspection of Civil Structures 土木结构检查用Mugraphy
Q3 Physics and Astronomy Pub Date : 2022-11-18 DOI: 10.3390/instruments6040077
Subhendu Das, S. Tripathy, Priyanka Jagga, P. Bhattacharya, N. Majumdar, S. Mukhopadhyay
Aging infrastructure is a threatening issue throughout the world. Long exposure to oxygen and moisture causes premature corrosion of reinforced concrete structures leading to the collapse of the structures. As a consequence, real-time monitoring of civil structures for rust becomes critical in avoiding mishaps. Muon scattering tomography is a non-destructive, non-invasive technique which has shown impressive results in 3D imaging of civil structures. This paper explores the application of advanced machine learning techniques in identifying a rusted reinforced concrete rebar using muon scattering tomography. To achieve this, we have simulated the performance of an imaging prototype setup, designed to carry out muon scattering tomography, to precisely measure the rust percentage in a rusted rebar. We have produced a 2D image based on the projected 3D scattering vertices of the muons and used the scattering vertex density and average deviation angle per pixel as the distinguishing parameter for the analysis. A filtering algorithm, namely the Pattern Recognition Method, has been employed to eliminate background noise. Since this problem boils down to whether or not the material being analyzed is rust, i.e., a classification problem, we have adopted the well-known machine learning algorithm Support Vector Machine to identify rust in the rusted reinforced cement concrete structure. It was observed that the trained model could easily identify 30% of rust in the structure with a nominal exposure of 30 days within a small error range of 7.3%.
老化的基础设施在全世界都是一个威胁性问题。长时间暴露在氧气和湿气中会导致钢筋混凝土结构过早腐蚀,导致结构倒塌。因此,实时监测土木结构的锈蚀情况对于避免事故发生至关重要。μ介子散射层析成像是一种非破坏性、非侵入性的技术,在民用结构的三维成像中取得了令人印象深刻的结果。本文探讨了先进的机器学习技术在使用μon散射层析成像识别锈蚀钢筋中的应用。为了实现这一点,我们模拟了成像原型装置的性能,该装置旨在进行μ介子散射层析成像,以精确测量锈蚀钢筋的锈蚀百分比。我们基于μ介子的投影3D散射顶点生成了2D图像,并使用散射顶点密度和每个像素的平均偏差角作为分析的判别参数。采用了一种滤波算法,即模式识别方法来消除背景噪声。由于这个问题归结为被分析材料是否生锈,即分类问题,我们采用了著名的机器学习算法支持向量机来识别锈蚀的钢筋水泥混凝土结构中的锈蚀。观察到,在7.3%的小误差范围内,经过训练的模型可以在标称暴露30天的情况下轻松识别出结构中30%的锈蚀。
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引用次数: 1
A Thermal Sublimation Generator of 131mXe 131mXe热升华发生器
Q3 Physics and Astronomy Pub Date : 2022-11-16 DOI: 10.3390/instruments6040076
K. Kulesz, N. Azaryan, M. Baranowski, Mateusz Jerzy Chojnacki, Ulli Köster, R. Lica, S. Pascu, R. Jolivet, M. Kowalska
Stable and unstable isotopes of the heavy noble gas xenon find use in various medical applications. However, apart from 133Xe, used for Single Photon Emission Computed Tomography, radioactive isotopes of xenon are currently complicated to obtain in small quantities. With the GAMMA-MRI project in mind, we investigated a thermal sublimation generator of the long-lived excited state (isomer) 131mXe. This production method utilized the decay of 131I, obtained commercially from a hospital supplier in the form of Na131I powder. Heat treatments of the Na131I powder and cryogenic trapping of released 131mXe allowed us to collect up to 88% of the produced xenon. Our method provides an isomeric mixture of 131mXe and 131Xe. With improvements in scalability and chemical purification, this method could be a cost-effective source of 131mXe for small-scale experiments.
重惰性气体氙的稳定和不稳定同位素在各种医疗应用中都有应用。然而,除了用于单光子发射计算机断层扫描的133Xe外,氙的放射性同位素目前很难少量获得。考虑到GAMMA-MRI项目,我们研究了长寿命激发态(异构体)131mXe的热升华发生器。这种生产方法利用了从医院供应商以Na131I粉末形式商业获得的131I的衰变。Na131I粉末的热处理和释放的131mXe的低温捕获使我们能够收集高达88%的产生的氙。我们的方法提供了131mXe和131Xe的异构体混合物。随着可扩展性和化学纯化的改进,这种方法可能成为小规模实验中131mXe的成本效益高的来源。
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引用次数: 0
The CALICE SiW ECAL Technological Prototype—Status and Outlook CALICE siecal技术原型——现状与展望
Q3 Physics and Astronomy Pub Date : 2022-11-14 DOI: 10.3390/instruments6040075
R. Pöschl
The next generation of collider detectors will make full use of Particle Flow Algorithms, requiring high-precision tracking and full imaging calorimeters. The latter, thanks to granularity improvements by two to three orders of magnitude compared to existing devices, have been developed during the past 15 years by the CALICE collaboration and are now reaching maturity. This contribution will focus on the commissioning of a 15-layer prototype of a highly granular silicon–tungsten electromagnetic calorimeter that comprises 15,360 readout cells. The prototype was exposed in November 2021 and March 2022 to beam tests at DESY and in June 2022 to a beam test at the SPS at CERN. The test at CERN has been carried out in combination with the CALICE Analogue Hadron Calorimeter. The contribution will give a general overview of the prototype and will highlight technical developments necessary for its construction.
下一代对撞机探测器将充分利用粒子流算法,需要高精度跟踪和全成像量热计。后者,由于与现有设备相比,粒度提高了两到三个数量级,在过去的15年里,由CALICE合作开发,现在已经成熟。这一贡献将集中在15层高颗粒硅钨电磁量热计原型的调试上,该原型包括15,360个读出单元。原型机于2021年11月和2022年3月在DESY进行了波束测试,并于2022年6月在CERN的SPS进行了波束测试。欧洲核子研究中心的测试是与CALICE模拟强子量热计结合进行的。这篇文章将对原型机进行总体概述,并强调其建造所需的技术发展。
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引用次数: 1
A Beam Monitor for Ion Beam Therapy Based on HV-CMOS Pixel Detectors 基于HV-CMOS像素探测器的离子束治疗束监测器
Q3 Physics and Astronomy Pub Date : 2022-11-11 DOI: 10.3390/instruments7010009
A. Dierlamm, M. Balzer, F. Ehrler, U. Husemann, R. Koppenhöfer, I. Perić, M. Pittermann, B. Topko, A. Weber, S. Brons, J. Debus, N. Grau, T. Hansmann, O. Jäkel, S. Klüter, J. Naumann
Particle therapy is a well established clinical treatment of tumors. More than one hundred particle therapy centers are in operation world-wide. The advantage of using hadrons like protons or carbon ions as particles for tumor irradiation is the distinct peak in the depth-dependent energy deposition, which can be exploited to accurately deposit doses in the tumor cells. To guarantee this, high accuracy in monitoring and control of the particle beam is of the utmost importance. Before the particle beam enters the patient, it traverses a monitoring system which has to give fast feedback to the beam control system on position and dose rate of the beam while minimally interacting with the beam. The multi-wire chambers mostly used as beam position monitors have their limitations when a fast response time is required (drift time). Future developments such as MRI-guided ion beam therapy pose additional challenges for the beam monitoring system, such as tolerance of magnetic fields and acoustic noise (vibrations). Solid-state detectors promise to overcome these limitations and the higher resolution they offer can create additional benefits. This article presents the evaluation of an HV-CMOS detector for beam monitoring, provides results from feasibility studies in a therapeutic beam, and summarizes the concepts towards the final large-scale assembly and readout system.
粒子疗法是一种公认的肿瘤临床治疗方法。全世界有一百多个粒子治疗中心在运作。使用像质子或碳离子这样的强子作为肿瘤照射的粒子的优点是深度依赖性能量沉积的明显峰值,这可以用来在肿瘤细胞中准确地沉积剂量。为了保证这一点,粒子束的高精度监测和控制至关重要。在粒子束进入患者之前,它穿过监测系统,该监测系统必须就束的位置和剂量率向束控制系统提供快速反馈,同时与束的相互作用最小。当需要快速响应时间(漂移时间)时,主要用作光束位置监测器的多线腔有其局限性。未来的发展,如MRI引导的离子束治疗,对束监测系统提出了额外的挑战,如磁场和声学噪声(振动)的耐受性。固态探测器有望克服这些限制,它们提供的更高分辨率可以带来额外的好处。本文介绍了用于光束监测的HV-CMOS探测器的评估,提供了治疗光束的可行性研究结果,并总结了最终大规模组装和读出系统的概念。
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引用次数: 0
Gaseous Detectors for Field Applications: Quality Control, Thermal and Mechanical Stability 现场应用气体探测器:质量控制、热稳定性和机械稳定性
Q3 Physics and Astronomy Pub Date : 2022-11-10 DOI: 10.3390/instruments6040074
Á. Gera, G. Nyitrai, G. Surányi, G. Hamar, D. Varga
A cosmic muon imaging system is essentially a particle tracking detector as known from experimental High Energy Physics. The Multiwire Proportional Chamber (MWPC) once revolutionized this field of science, and as such it is a viable choice as the core element of an imaging system. Long term construction and operation experience was gathered from a Japanese–Hungarian collaboration that gave rise to the MWPC-based Muon Observatory System (MMOS), and is being used in Japan at the Sakurajima volcano. The present paper attempts to draw conclusions on the thermal and mechanical limits of the system, based on controlled measurements and detailed simulations. High temperature behavior and effects of thermal cycling and conditioning are presented, which appear to consistently allow one to propose quality control criteria. Regarding mechanical stability, the relation between gluing quality (tensile strength) and expected stress from vibration (during transportation) determines the safety factor to avoid damages. Both of these are presented and quantified in the paper using a conservative and austere approach, with mechanical simulations validated with experimental modal testing data. One can conclude that mechanical stress during industrial standard air freight shipping conditions is nearly a factor of three below the calculated maximum stress.
宇宙μ介子成像系统本质上是一个粒子跟踪探测器,正如实验高能物理中所知。多线比例室(MWPC)曾经彻底改变了这一科学领域,因此它是成像系统核心元件的可行选择。长期的建设和运营经验是从日本和匈牙利的合作中收集的,该合作产生了基于MWPC的Muon天文台系统(MMOS),目前正在日本樱岛火山使用。本文试图在受控测量和详细模拟的基础上,得出系统的热极限和机械极限的结论。介绍了高温行为以及热循环和调节的影响,这似乎一致地允许人们提出质量控制标准。关于机械稳定性,胶合质量(抗拉强度)和振动(运输过程中)产生的预期应力之间的关系决定了避免损坏的安全系数。这两种情况在本文中都采用了保守和严格的方法进行了描述和量化,并用实验模态测试数据对机械模拟进行了验证。可以得出结论,工业标准空运条件下的机械应力几乎是计算出的最大应力的三倍。
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引用次数: 3
Lessons Learned from the Module Production for the First CMS Silicon Tracker 第一个CMS硅跟踪器模块生产的经验教训
Q3 Physics and Astronomy Pub Date : 2022-11-09 DOI: 10.3390/instruments6040073
A. Honma
A personal view of some of the more important lessons learned from the module production for the CMS silicon tracker. This work took place from about 2002–2005. The focus is on areas where I had strong personal involvement; therefore, the tasks of hybrid production, hybrid assembly, and the wire bonding of modules and hybrids are emphasized. This article will first give a general description of the silicon tracker project and how the module production was organized. Then, there will be description of several of the key issues or problems during the production and how they were resolved. Some recommendations for future similar large-scale productions will be given.
从CMS硅跟踪器的模块生产中学到的一些更重要的经验教训的个人观点。这项工作大约从2002年到2005年进行。重点是我个人参与过的领域;因此,混合动力生产、混合动力装配、模块和混合动力的线接等任务被强调。本文将首先给出硅跟踪器项目的一般描述以及如何组织模块生产。然后,将描述生产过程中的几个关键问题或问题以及如何解决这些问题。对今后类似的大规模制作提出了一些建议。
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引用次数: 0
Design, Construction and Characterization of Sealed Tube Medium Power CO2 Laser System 密封管中功率CO2激光系统的设计、构造与特性研究
Q3 Physics and Astronomy Pub Date : 2022-11-02 DOI: 10.3390/instruments6040072
Muddasir Naeem, T. Imran, M. Hussain, A. Bhatti
A low-cost medium-power carbon dioxide (CO2) laser system is designed, constructed, and characterized to produce coherent, monochromatic laser radiation in the infrared region. The laser cavity is simulated and designed by using ZEMAX optic studio. A switch-mode high-tension pump source is designed and constructed using a flyback transformer and simulated using NI Multisim to study the voltage behavior at different node points. A prototype cooling system/chiller is designed and built using thermo-electric coolers (TEC) to remove the excess heat produced during laser action. Various parameters, such as pumping mechanism, chiller stability, efficiency, output power, and current at different applied voltages, are studied. The chiller efficiency at different output powers of the laser is analyzed, which clearly shows that the chiller’s cooling rate is good enough to compensate for the heat generated by the laser system. The center wavelength of the carbon dioxide laser is 10.6 μm with an FWHM of 1.2 nm simulated in the ZEMAX optic studio. The output beam penetration through salt rock (NaCl), wood, and acrylic sheet (PMMA) at various output powers is analyzed to measure the penetration depth rate of the CO2 laser.
设计、构建并表征了一种低成本的中等功率二氧化碳(CO2)激光系统,以在红外区域产生相干单色激光辐射。利用ZEMAX光学工作室对激光腔进行了仿真设计。使用反激变压器设计和构造了开关模式高压泵源,并使用NI Multisim进行了模拟,以研究不同节点处的电压行为。设计并建造了一个原型冷却系统/冷却器,使用热电冷却器(TEC)来去除激光作用过程中产生的多余热量。研究了各种参数,如泵送机构、冷却器稳定性、效率、输出功率和不同外加电压下的电流。分析了不同激光输出功率下的制冷机效率,清楚地表明,制冷机的冷却率足以补偿激光系统产生的热量。二氧化碳激光器的中心波长为10.6μm,FWHM为1.2nm,在ZEMAX光学工作室中模拟。分析了在不同输出功率下输出光束穿透盐岩(NaCl)、木材和丙烯酸片材(PMMA)的情况,以测量CO2激光器的穿透深度率。
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引用次数: 0
L1 Triggering on High-Granularity Information at the HL-LHC L1在HL-LHC对高粒度信息的触发
Q3 Physics and Astronomy Pub Date : 2022-10-31 DOI: 10.3390/instruments6040071
L. Portalès
The CMS collaboration is building a high-granularity calorimeter (HGCAL) for the endcap regions as part of its planned upgrade for the High-Luminosity LHC. The calorimetric data will form part of the Level-1 trigger (hardware) of the CMS experiment, reducing the event rate from the nominal 40 MHz to 750 kHz with a decision time (latency) of 12.5 microseconds. In addition to basic tracking information, which will also be available in the Level-1 trigger system, the use of particle-flow techniques will be facilitated as part of the trigger system. Around 1-million “trigger channels” are read at 40 MHz from the HGCAL, presenting a significant challenge in terms of data manipulation and processing for the trigger system: the trigger data volumes will be an order of magnitude above those currently handled at CMS. In addition, the high luminosity will result in an average of 140 (or more) interactions per bunch crossing that produce a huge background rate in the forward region and these will need to be efficiently rejected by the trigger algorithms. Furthermore, the reconstruction of particle clusters used for particle flow in high hit-rate events presents a complex computational problem associated with the trigger. We present the status of the trigger architecture and design, as well as the algorithmic concepts needed in order to tackle these major issues.
CMS合作正在为端盖区域建造一个高粒度量热计(HGCAL),作为其计划升级高亮度LHC的一部分。量热数据将构成CMS实验的一级触发器(硬件)的一部分,将事件速率从标称40 MHz降低到750 kHz,决策时间(延迟)为12.5微秒。除了一级触发系统中也将提供的基本跟踪信息外,粒子流技术的使用也将作为触发系统的一部分。从HGCAL以40 MHz读取大约100万个“触发通道”,这对触发系统的数据操作和处理提出了重大挑战:触发数据量将比CMS当前处理的数据量高出一个数量级。此外,高亮度将导致平均每束交叉140个(或更多)相互作用,这些相互作用在前向区域中产生巨大的背景速率,并且这些需要被触发算法有效地拒绝。此外,在高命中率事件中用于粒子流的粒子簇的重建提出了与触发器相关的复杂计算问题。我们介绍了触发器架构和设计的现状,以及解决这些主要问题所需的算法概念。
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引用次数: 0
Design and Test-Beam Results of the FoCal-H Demonstrator Prototype focus - h验证样机的设计与测试结果
Q3 Physics and Astronomy Pub Date : 2022-10-27 DOI: 10.3390/instruments6040070
R. Simeonov
The forward calorimeter (FoCal) of ALICE, planned to be operational for LHC Run 4, will cover the pseudorapidity range 3.4 ≤η≤ 5.8 allowing to probe the unexplored region of Bjorken-x down to 10−6. The hadronic section of the FoCal (FoCal-H) will be based on copper capillary tubes and scintillating fibers inside, with light read out by silicon photomultipliers (SiPM). A “proof of concept” demonstration prototype was built and tested in the H6 beamline at the CERN SPS in the beginning of October, 2021, exposing it to an unseparated charged particle beam with energy in the interval 20 GeV–80 GeV. The design of the prototype as well as the results of the energy reconstruction are presented and the validation with a GEANT4-based simulation is discussed.
ALICE的前向量热计(FoCal)计划用于LHC运行4,其赝快度范围为3.4≤η≤5.8,允许探测比约肯-x未探测区域至10−6。FoCal的强子部分(FoCal- h)将基于铜毛细管和内部的闪烁光纤,由硅光电倍增管(SiPM)读出光。2021年10月初,在欧洲核子研究中心SPS的H6光束线上建立了一个“概念验证”演示原型,并对其进行了测试,将其暴露在能量在20 GeV - 80 GeV之间的未分离带电粒子束中。给出了原型的设计和能量重建的结果,并讨论了基于geant4的仿真验证。
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引用次数: 1
Performance Study of Virtual Frisch Grid CdZnTeSe Detectors 虚拟Frisch栅CdZnTeSe探测器的性能研究
Q3 Physics and Astronomy Pub Date : 2022-10-26 DOI: 10.3390/instruments6040069
U. Roy, G. Camarda, Yonggang Cui, R. James
Nuclear detectors for x-ray and gamma-ray spectroscopy and imaging are a vital tool in many homeland security, medical imaging, astrophysics and other applications. Most of these applications require room-temperature operation due to the operational constraints imposed by a cryogenic cooling system. CdZnTe (CZT) has been the main material with the desired detection properties, and CZT crystals have been used commercially for three decades. However, CdZnTe still suffers from long-standing issues of high densities of performance-limiting intrinsic defects such as Te inclusions and networks of dislocation walls (sub-grain boundaries). A recently invented new quaternary material CdZnTeSe showed excellent material properties for radiation detection. The material was found to be free from dislocation networks, possess reduced Te inclusions, and have better compositional homogeneity. Virtual Frisch grid detectors were fabricated from crystals taken from a CdZnTeSe ingot that was grown by the traveling heater method. The detectors were fabricated from an as-grown ingot, bypassing the post-growth annealing process commonly practiced for industrial-grade CZT. The performances of the detectors were studied with different Frisch grid lengths using an amplifier shaping time ranging from 1–6 µs. The detectors showed high-quality spectroscopic performance with an as-measured energy resolution of ~1.1% at 662 keV for an optimum Frisch grid length of 3 mm. The charge collection was observed to enhance for longer Frisch grids.
用于x射线和伽马射线光谱和成像的核探测器是许多国土安全、医学成像、天体物理学和其他应用中的重要工具。由于低温冷却系统施加的操作限制,这些应用中的大多数需要室温操作。CdZnTe(CZT)已成为具有所需检测性能的主要材料,并且CZT晶体已在商业上使用了三十年。然而,CdZnTe仍然存在高密度性能限制本征缺陷的长期问题,如Te夹杂物和位错壁网络(亚晶界)。最近发明的一种新型四元材料CdZnTeSe在辐射检测方面表现出优异的材料性能。发现该材料没有位错网络,具有减少的Te夹杂物,并且具有更好的成分均匀性。虚拟Frisch栅格探测器是由取自CdZnTeSe铸锭的晶体制成的,该铸锭是通过移动加热器方法生长的。探测器由生长状态的铸锭制成,绕过了工业级CZT常用的生长后退火工艺。使用1–6µs的放大器整形时间,研究了不同Frisch网格长度的探测器的性能。对于3mm的最佳Frisch网格长度,探测器显示出高质量的光谱性能,在662keV下测得的能量分辨率约为1.1%。观察到电荷收集在更长的Frisch格栅中增强。
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引用次数: 1
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