首页 > 最新文献

IEEE Transactions on Applied Superconductivity最新文献

英文 中文
Noise Analysis and Variance Reduction of Continuous Impedance Measurements of Energized Superconducting Magnets 通电超导磁体连续阻抗测量的噪声分析与方差减小
IF 1.8 3区 物理与天体物理 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-12-24 DOI: 10.1109/TASC.2025.3648278
Magnus Bøgh Borregaard Christensen;Peter Koch;Tomasz Podzorny;Jan Østergaard
Superconducting magnet impedance measurements are vital for assessing magnet health and electrical integrity. To further enhance monitoring capabilities beyond contemporary methods that largely rely on manual intervention, recent efforts have focused on enabling in situ and continuous measurements during magnet operation. This evolution is becoming increasingly relevant due to the growing complexity and aging of modern particle accelerator facilities. However, implementing such measurements presents challenges, particularly due to operational constraints and interference from the power converter. This article focuses on noise reduction techniques aimed at reducing the variance of impedance estimates derived from samples collected by a differential probing measurement system. A key contribution is the analysis of a unique, high-resolution dataset comprising uninterrupted impedance measurements across both steady-state magnet current plateaus and current ramping stages. This dataset enables inspection of the interaction between injected stimuli and power converter noise throughout key stages of a magnet's powering cycle, an aspect not previously explored and reported in the literature. Using a differential measurement configuration, we extract a reference of the power converter noise and apply Wiener filtering to reduce the variance of impedance estimates. We evaluate two denoising strategies, a static approach with fixed filter coefficients and an adaptive method with periodically updated coefficients. For long estimation windows (1 s), neither approach yields significant improvements. However, for short windows (10 ms), both methods achieve substantial variance reduction of up to two orders of magnitude. Under certain operating conditions, the adaptive method provides a further improvement of approximately one order of magnitude over the static approach, highlighting the potential advantage of adaptivity for real-time impedance monitoring.
超导磁体阻抗测量对于评估磁体健康和电气完整性至关重要。为了进一步提高监测能力,超越目前主要依赖人工干预的方法,最近的工作重点是在磁铁操作期间实现原位和连续测量。由于现代粒子加速器设施的日益复杂和老化,这种演变变得越来越重要。然而,实现这种测量存在挑战,特别是由于操作限制和功率转换器的干扰。本文的重点是降噪技术,旨在减少阻抗估计的方差,从一个差分探测测量系统收集的样本。一个关键的贡献是分析了一个独特的,高分辨率的数据集,包括在稳态磁电流平台和电流斜坡阶段不间断的阻抗测量。该数据集可以在磁体供电周期的关键阶段检查注入刺激和功率转换器噪声之间的相互作用,这是以前未在文献中探索和报道的一个方面。利用差分测量配置,我们提取电源转换器噪声的参考值,并应用维纳滤波来减小阻抗估计的方差。我们评估了两种去噪策略,一种是固定滤波系数的静态方法,另一种是系数定期更新的自适应方法。对于较长的估计窗口(1秒),两种方法都没有显著的改进。然而,对于短窗口(10毫秒),这两种方法都实现了方差的实质性减少,最多可减少两个数量级。在一定的工作条件下,自适应方法比静态方法提供了大约一个数量级的进一步改进,突出了自适应实时阻抗监测的潜在优势。
{"title":"Noise Analysis and Variance Reduction of Continuous Impedance Measurements of Energized Superconducting Magnets","authors":"Magnus Bøgh Borregaard Christensen;Peter Koch;Tomasz Podzorny;Jan Østergaard","doi":"10.1109/TASC.2025.3648278","DOIUrl":"https://doi.org/10.1109/TASC.2025.3648278","url":null,"abstract":"Superconducting magnet impedance measurements are vital for assessing magnet health and electrical integrity. To further enhance monitoring capabilities beyond contemporary methods that largely rely on manual intervention, recent efforts have focused on enabling in situ and continuous measurements during magnet operation. This evolution is becoming increasingly relevant due to the growing complexity and aging of modern particle accelerator facilities. However, implementing such measurements presents challenges, particularly due to operational constraints and interference from the power converter. This article focuses on noise reduction techniques aimed at reducing the variance of impedance estimates derived from samples collected by a differential probing measurement system. A key contribution is the analysis of a unique, high-resolution dataset comprising uninterrupted impedance measurements across both steady-state magnet current plateaus and current ramping stages. This dataset enables inspection of the interaction between injected stimuli and power converter noise throughout key stages of a magnet's powering cycle, an aspect not previously explored and reported in the literature. Using a differential measurement configuration, we extract a reference of the power converter noise and apply Wiener filtering to reduce the variance of impedance estimates. We evaluate two denoising strategies, a static approach with fixed filter coefficients and an adaptive method with periodically updated coefficients. For long estimation windows (1 s), neither approach yields significant improvements. However, for short windows (10 ms), both methods achieve substantial variance reduction of up to two orders of magnitude. Under certain operating conditions, the adaptive method provides a further improvement of approximately one order of magnitude over the static approach, highlighting the potential advantage of adaptivity for real-time impedance monitoring.","PeriodicalId":13104,"journal":{"name":"IEEE Transactions on Applied Superconductivity","volume":"36 2","pages":"1-20"},"PeriodicalIF":1.8,"publicationDate":"2025-12-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=11314731","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145982296","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Optimization and Validation of the Design of Superconductor-Insulator-Superconductor Mixer-Based Amplifier Circuits 基于超导体-绝缘体-超导混频器的放大电路设计的优化与验证
IF 1.8 3区 物理与天体物理 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-12-23 DOI: 10.1109/TASC.2025.3646187
Yoshinori Uzawa;Wenlei Shan;Akira Kawakami;Yosuke Murayama;Sho Masui;Takafumi Kojima;Kazumasa Makise;Takatomi Kumagai
We propose an optimization method for a superconductor-insulator-superconductor (SIS) mixer-based amplifier circuit that employs SIS up- and down-converters. Such a novel amplifier configuration could enable superior low-noise performance for future broadband amplifier systems, such as those for large arrays of superconducting sensors or qubits. Optimization was achieved by identifying a solution in which the mutually dependent impedances of the SIS mixers converge under given conditions. A circuit design using this method predicted an amplifier gain of approximately 20 dB and a noise temperature of approximately 2 K at 4 K operation when practical current-voltage characteristics of Nb SIS junctions are used in the simulation. To verify the validity of this method, an amplifier circuit was prepared using waveguide Nb/AlOx/Nb mixer modules. By varying the phase delay between the two SIS mixers, changes in gain were observed, resulting from different convergence conditions of their mutually dependent impedances, which closely matched the predictions made using this method. These results are promising for the development of an integrated circuit including SIS amplifiers and superconducting detector arrays, with bandwidths of 10 GHz or above. This may also enable novel nonreciprocal microwave circuits such as gyrators, isolators, and circulators.
我们提出了一种基于超导体-绝缘体-超导体(SIS)混频器的放大电路优化方法,该电路采用SIS上、下变换器。这种新颖的放大器配置可以为未来的宽带放大器系统提供卓越的低噪声性能,例如用于大型超导传感器阵列或量子比特的系统。通过确定在给定条件下SIS混频器相互依赖的阻抗收敛的解决方案,实现了优化。当采用Nb - SIS结的实际电流-电压特性进行仿真时,利用该方法设计的电路预测在4 K工作时放大器增益约为20 dB,噪声温度约为2 K。为了验证该方法的有效性,利用波导Nb/AlOx/Nb混频器模块制备了放大电路。通过改变两个SIS混频器之间的相位延迟,观察到增益的变化,这是由于它们相互依赖的阻抗的不同收敛条件导致的,这与使用该方法做出的预测非常吻合。这些结果为包括SIS放大器和超导探测器阵列在内的集成电路的发展提供了希望,带宽为10ghz或以上。这也可以实现新的非互易微波电路,如旋转器、隔离器和循环器。
{"title":"Optimization and Validation of the Design of Superconductor-Insulator-Superconductor Mixer-Based Amplifier Circuits","authors":"Yoshinori Uzawa;Wenlei Shan;Akira Kawakami;Yosuke Murayama;Sho Masui;Takafumi Kojima;Kazumasa Makise;Takatomi Kumagai","doi":"10.1109/TASC.2025.3646187","DOIUrl":"https://doi.org/10.1109/TASC.2025.3646187","url":null,"abstract":"We propose an optimization method for a superconductor-insulator-superconductor (SIS) mixer-based amplifier circuit that employs SIS up- and down-converters. Such a novel amplifier configuration could enable superior low-noise performance for future broadband amplifier systems, such as those for large arrays of superconducting sensors or qubits. Optimization was achieved by identifying a solution in which the mutually dependent impedances of the SIS mixers converge under given conditions. A circuit design using this method predicted an amplifier gain of approximately 20 dB and a noise temperature of approximately 2 K at 4 K operation when practical current-voltage characteristics of Nb SIS junctions are used in the simulation. To verify the validity of this method, an amplifier circuit was prepared using waveguide Nb/AlOx/Nb mixer modules. By varying the phase delay between the two SIS mixers, changes in gain were observed, resulting from different convergence conditions of their mutually dependent impedances, which closely matched the predictions made using this method. These results are promising for the development of an integrated circuit including SIS amplifiers and superconducting detector arrays, with bandwidths of 10 GHz or above. This may also enable novel nonreciprocal microwave circuits such as gyrators, isolators, and circulators.","PeriodicalId":13104,"journal":{"name":"IEEE Transactions on Applied Superconductivity","volume":"36 5","pages":"1-6"},"PeriodicalIF":1.8,"publicationDate":"2025-12-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145929429","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Machine Learning Prediction for Experimental Quench Voltage of HTS Coils Using a Combined Framework With Time-Series Generative Adversarial Network and Long Short-Term Memory Techniques 基于时间序列生成对抗网络和长短期记忆技术的高温超导线圈实验猝灭电压机器学习预测
IF 1.8 3区 物理与天体物理 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-12-23 DOI: 10.1109/TASC.2025.3646171
Yahao Wu;Wenjuan Song;Mohammad Yazdani-Asrami
Fast and reliable quench detection is critical for protecting high temperature superconducting coils, magnets, and devices, yet experimental datasets remain limited due to cryogenic constraints and risk of conductor damage. This limitation is one of the key challenges in developing machine learning (ML) techniques for predicting quench through regression-based forecasting of voltage signals. To address this, we propose a framework that combines Time-series Generative Adversarial Networks (TimeGAN) for artificial sequence generation with Long Short-Term Memory (LSTM) predictors. From 36 measured voltage sequences, TimeGAN generated 90 artificial sequences to expand the dataset and mitigate overfitting. Augmenting the LSTM improved quench prediction accuracy to ∼3% mean relative error. This study demonstrates the first application of TimeGAN to superconducting quench signals and highlights the benefit of ML-driven augmentation for improving quench prediction robustness.
快速可靠的淬火检测对于保护高温超导线圈、磁体和器件至关重要,但由于低温的限制和导体损坏的风险,实验数据集仍然有限。这种限制是开发机器学习(ML)技术的关键挑战之一,该技术通过基于回归的电压信号预测来预测淬火。为了解决这个问题,我们提出了一个框架,该框架将用于人工序列生成的时间序列生成对抗网络(TimeGAN)与长短期记忆(LSTM)预测器相结合。TimeGAN从36个测量电压序列中生成了90个人工序列,以扩展数据集并减轻过拟合。增大LSTM可将淬火预测精度提高到平均相对误差约3%。该研究展示了TimeGAN在超导淬火信号中的首次应用,并强调了机器学习驱动的增强对提高淬火预测鲁棒性的好处。
{"title":"Machine Learning Prediction for Experimental Quench Voltage of HTS Coils Using a Combined Framework With Time-Series Generative Adversarial Network and Long Short-Term Memory Techniques","authors":"Yahao Wu;Wenjuan Song;Mohammad Yazdani-Asrami","doi":"10.1109/TASC.2025.3646171","DOIUrl":"https://doi.org/10.1109/TASC.2025.3646171","url":null,"abstract":"Fast and reliable quench detection is critical for protecting high temperature superconducting coils, magnets, and devices, yet experimental datasets remain limited due to cryogenic constraints and risk of conductor damage. This limitation is one of the key challenges in developing machine learning (ML) techniques for predicting quench through regression-based forecasting of voltage signals. To address this, we propose a framework that combines Time-series Generative Adversarial Networks (TimeGAN) for artificial sequence generation with Long Short-Term Memory (LSTM) predictors. From 36 measured voltage sequences, TimeGAN generated 90 artificial sequences to expand the dataset and mitigate overfitting. Augmenting the LSTM improved quench prediction accuracy to ∼3% mean relative error. This study demonstrates the first application of TimeGAN to superconducting quench signals and highlights the benefit of ML-driven augmentation for improving quench prediction robustness.","PeriodicalId":13104,"journal":{"name":"IEEE Transactions on Applied Superconductivity","volume":"36 5","pages":"1-5"},"PeriodicalIF":1.8,"publicationDate":"2025-12-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145886665","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Production of Multi-Megagauss Ultrahigh Magnetic Fields Using Destructive Magnets for Material Science 材料科学用破坏性磁体制造百万高斯超高磁场
IF 1.8 3区 物理与天体物理 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-12-23 DOI: 10.1109/TASC.2025.3647434
Yasuhiro H. Matsuda;Yuto Ishii;Xu-Guang Zhou;Hiroaki Hayashi;Hironobu Sawabe
An ultrahigh magnetic field in the multi-megagauss field (mMGF) range (100–1000 T) is a potential tool to explore undeveloped science disciplines. The recent development of measurement techniques in material science in the mMGF is considerable. It implies that the development of ultrahigh magnetic field science can expand not only for materials but also for other subjects, such as chemical reactions or biological systems. Destruction of the coil during the mMGF production makes the measurement a single-shot measurement. Reproducibility of the magnetic field waveform on the microsecond time scale is the key technology that ensures the high reliability of the experimental results. The current status of the waveform reproducibility of the mMGF generated by the single-turn coil and the electromagnetic flux compression is reported. The current status of the available measurements for material science in the mMGF is also introduced.
在100-1000兆赫(mMGF)范围内的超高磁场是探索未开发科学学科的潜在工具。近年来,材料科学领域测量技术的发展是相当可观的。这意味着超高磁场科学的发展不仅可以扩展到材料领域,还可以扩展到化学反应或生物系统等其他学科。在mMGF生产过程中线圈的破坏使测量成为单次测量。微秒级时间尺度的磁场波形再现是保证实验结果高可靠性的关键技术。报道了单匝线圈和磁通压缩产生的mMGF波形再现性的现状。介绍了mMGF中材料科学可用测量的现状。
{"title":"Production of Multi-Megagauss Ultrahigh Magnetic Fields Using Destructive Magnets for Material Science","authors":"Yasuhiro H. Matsuda;Yuto Ishii;Xu-Guang Zhou;Hiroaki Hayashi;Hironobu Sawabe","doi":"10.1109/TASC.2025.3647434","DOIUrl":"https://doi.org/10.1109/TASC.2025.3647434","url":null,"abstract":"An ultrahigh magnetic field in the multi-megagauss field (<italic>m</i>MGF) range (100–1000 T) is a potential tool to explore undeveloped science disciplines. The recent development of measurement techniques in material science in the <italic>m</i>MGF is considerable. It implies that the development of ultrahigh magnetic field science can expand not only for materials but also for other subjects, such as chemical reactions or biological systems. Destruction of the coil during the <italic>m</i>MGF production makes the measurement a single-shot measurement. Reproducibility of the magnetic field waveform on the microsecond time scale is the key technology that ensures the high reliability of the experimental results. The current status of the waveform reproducibility of the <italic>m</i>MGF generated by the single-turn coil and the electromagnetic flux compression is reported. The current status of the available measurements for material science in the <italic>m</i>MGF is also introduced.","PeriodicalId":13104,"journal":{"name":"IEEE Transactions on Applied Superconductivity","volume":"36 3","pages":"1-6"},"PeriodicalIF":1.8,"publicationDate":"2025-12-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=11313525","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145929362","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Magnetic Screening Behavior of Hybrid High-Temperature Superconducting Screens Subjected to Successive Excitation Cycles: Experiments and Numerical Study 连续激励循环下复合式高温超导屏的磁屏蔽行为:实验与数值研究
IF 1.8 3区 物理与天体物理 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-12-23 DOI: 10.1109/TASC.2025.3646984
Nicolas Rotheudt;Jean-François Fagnard;Tomas Hlasek;Jan Plechacek;Philippe Vanderbemden
Combining high-temperature superconducting bulks and jointless closed-loop coated conductors recently demonstrated promising magnetic shielding/screening properties when they are zero-field cooled andsubjected to an inhomogeneous applied field. The present work focuses on studying how their screening properties evolve if several magnetic field excitation cycles are applied, as it is the case in practical applications. This study is carried out both experimentally and numerically. The main result is that more than 95% of the field attenuation (screening factor SF) obtained after the first ramp still remain after 300 cycles. This result is explained by using the numerically computed current density distribution in the bulk alone. The slight decrease in SF after several cycles is found to be smaller than the field attenuation arising from conventional current relaxation (or flux creep) if the magnetic field is kept constant after the first increasing ramp. These results demonstrate the potential of such superconducting screens for practical applications with a large number of excitation applied field cycles.
结合高温超导体和无接缝闭环涂层导体,当它们在零场冷却和非均匀场作用下时,最近显示出有希望的磁屏蔽/屏蔽性能。目前的工作重点是研究在几个磁场激励周期下,它们的筛选性能是如何变化的,就像在实际应用中一样。本研究采用了实验和数值两种方法。主要结果是,在第一次斜坡后获得的95%以上的场衰减(筛选因子SF)在300次循环后仍然存在。这一结果可以用数值计算得到的电流密度分布来解释。如果在第一次增加坡道后磁场保持不变,那么几个周期后SF的轻微下降比常规电流松弛(或磁流变)引起的场衰减要小。这些结果证明了这种超导屏在实际应用中具有大量激发场循环的潜力。
{"title":"Magnetic Screening Behavior of Hybrid High-Temperature Superconducting Screens Subjected to Successive Excitation Cycles: Experiments and Numerical Study","authors":"Nicolas Rotheudt;Jean-François Fagnard;Tomas Hlasek;Jan Plechacek;Philippe Vanderbemden","doi":"10.1109/TASC.2025.3646984","DOIUrl":"https://doi.org/10.1109/TASC.2025.3646984","url":null,"abstract":"Combining high-temperature superconducting bulks and jointless closed-loop coated conductors recently demonstrated promising magnetic shielding/screening properties when they are zero-field cooled andsubjected to an inhomogeneous applied field. The present work focuses on studying how their screening properties evolve if several magnetic field excitation cycles are applied, as it is the case in practical applications. This study is carried out both experimentally and numerically. The main result is that more than 95% of the field attenuation (screening factor SF) obtained after the first ramp still remain after 300 cycles. This result is explained by using the numerically computed current density distribution in the bulk alone. The slight decrease in SF after several cycles is found to be smaller than the field attenuation arising from conventional current relaxation (or flux creep) if the magnetic field is kept constant after the first increasing ramp. These results demonstrate the potential of such superconducting screens for practical applications with a large number of excitation applied field cycles.","PeriodicalId":13104,"journal":{"name":"IEEE Transactions on Applied Superconductivity","volume":"36 5","pages":"1-6"},"PeriodicalIF":1.8,"publicationDate":"2025-12-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145982287","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Weakly Supervised Machine Learning Procedure for Acoustic Emission Quench Diagnostics 声发射猝灭诊断的弱监督机器学习方法
IF 1.8 3区 物理与天体物理 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-12-23 DOI: 10.1109/TASC.2025.3647009
Maira Khan;Steven Krave;Vittorio Marinozzi;Jennifer Ngadiuba;Stoyan Stoynev;Nhan Tran
Voltage taps remain the standard and reliable diagnostic tool for detecting quenches in superconducting magnets. However, they identify a quench only at the time of voltage rise and do not provide information on earlier physical precursors. In this work, we investigate whether acoustic emission data can reveal precursor activity that occurs before conventional voltage detection using machine learning techniques. We introduce an event selection method and a weakly supervised machine learning procedure to learn data-driven criteria for identifying potential acoustic precursors to quenches. Two Convolutional Neural Network (CNN) architectures are trained: one on acoustic sensor events from our selection procedure and one on the Fast Fourier Transforms (FFTs) of these events. Both networks are trained iteratively using confidence-weighted loss functions to associate certain subsets of training data with a precursor label. We evaluate the performance of these models by examining the time distribution of events classified as potential precursors relative to the quench onset. Results indicate that the proposed approach can possibly distinguish acoustic emission events occurring closer to the quench from earlier acoustic activity during ramping, suggesting the potential for flagging quench precursors in acoustic data.
电压抽头仍然是检测超导磁体中淬火的标准和可靠的诊断工具。然而,它们仅在电压上升时确定淬灭,而不能提供有关早期物理前体的信息。在这项工作中,我们研究了声发射数据是否可以利用机器学习技术揭示传统电压检测之前发生的前体活动。我们引入了一种事件选择方法和一个弱监督机器学习过程来学习数据驱动的标准,以识别潜在的声音前体。我们训练了两个卷积神经网络(CNN)架构:一个是我们选择过程中的声学传感器事件,另一个是这些事件的快速傅里叶变换(fft)。这两个网络都使用置信度加权损失函数迭代训练,将训练数据的特定子集与前体标签相关联。我们通过检查事件的时间分布来评估这些模型的性能,这些事件被分类为相对于猝灭开始的潜在前兆。结果表明,所提出的方法可能能够区分在陡坡过程中发生在接近淬灭的声发射事件和早期的声活动,这表明在声学数据中标记淬灭前兆的潜力。
{"title":"A Weakly Supervised Machine Learning Procedure for Acoustic Emission Quench Diagnostics","authors":"Maira Khan;Steven Krave;Vittorio Marinozzi;Jennifer Ngadiuba;Stoyan Stoynev;Nhan Tran","doi":"10.1109/TASC.2025.3647009","DOIUrl":"https://doi.org/10.1109/TASC.2025.3647009","url":null,"abstract":"Voltage taps remain the standard and reliable diagnostic tool for detecting quenches in superconducting magnets. However, they identify a quench only at the time of voltage rise and do not provide information on earlier physical precursors. In this work, we investigate whether acoustic emission data can reveal precursor activity that occurs before conventional voltage detection using machine learning techniques. We introduce an event selection method and a weakly supervised machine learning procedure to learn data-driven criteria for identifying potential acoustic precursors to quenches. Two Convolutional Neural Network (CNN) architectures are trained: one on acoustic sensor events from our selection procedure and one on the Fast Fourier Transforms (FFTs) of these events. Both networks are trained iteratively using confidence-weighted loss functions to associate certain subsets of training data with a precursor label. We evaluate the performance of these models by examining the time distribution of events classified as potential precursors relative to the quench onset. Results indicate that the proposed approach can possibly distinguish acoustic emission events occurring closer to the quench from earlier acoustic activity during ramping, suggesting the potential for flagging quench precursors in acoustic data.","PeriodicalId":13104,"journal":{"name":"IEEE Transactions on Applied Superconductivity","volume":"36 3","pages":"1-6"},"PeriodicalIF":1.8,"publicationDate":"2025-12-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145982158","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Epitaxial Fe(Se,Te) Film Deposited on CaF2 Single Crystal Substrate: Defect Generation and Film Stability 在CaF2单晶衬底上沉积外延Fe(Se,Te)薄膜:缺陷的产生和薄膜稳定性
IF 1.8 3区 物理与天体物理 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-12-22 DOI: 10.1109/TASC.2025.3645747
Angelo Vannozzi;Antonella Mancini;Andrea Masi;Laura Piperno;Valentina Galluzzi;Alessandro Rufoloni;Giuseppe Celentano
Epitaxial iron chalcogenide (FeCh, Ch = Se, Te) film deposited by pulsed laser deposition (PLD) represents the gold standard to obtain high superconducting performances. (100) CaF2 single crystal represents the ideal substrate due to structural compatibility, low lattice mismatch and chemical compatibility with FeCh. Epitaxial thin FeCh films grown on CaF2 show optimal performances, with zero-resistance critical temperature Tc0 as high as 9.2 K and 17 K for FeSe and Fe(Se,Te), respectively. Higher Tc up to 20 K can be obtained using a seed layer in Fe(Se,Te).However, film buckling and delamination sometimes occur. Furthermore, the presence of submicrometric wrinkles arranged in graticule pattern was occasionally observed. In this contribution, we provide information on extended defect formation in epitaxial FeCh thin films deposited on (100) CaF2 single crystal by PLD, and their influence on the superconducting properties of such films.
脉冲激光沉积(PLD)外延硫系铁(FeCh, Ch = Se, Te)薄膜是获得高超导性能的金标准。(100) CaF2单晶与FeCh具有结构相容性、低晶格失配和化学相容性,是理想的衬底材料。在CaF2上生长的外延薄膜表现出最佳性能,FeSe和Fe(Se,Te)的零电阻临界温度Tc0分别高达9.2 K和17 K。在Fe(Se,Te)中使用种子层可以获得高达20 K的较高Tc。然而,有时会发生薄膜屈曲和分层。此外,偶尔观察到以网格模式排列的亚微米皱纹的存在。在这篇文章中,我们提供了PLD沉积在(100)CaF2单晶上的外延FeCh薄膜的扩展缺陷形成的信息,以及它们对这种薄膜超导性能的影响。
{"title":"Epitaxial Fe(Se,Te) Film Deposited on CaF2 Single Crystal Substrate: Defect Generation and Film Stability","authors":"Angelo Vannozzi;Antonella Mancini;Andrea Masi;Laura Piperno;Valentina Galluzzi;Alessandro Rufoloni;Giuseppe Celentano","doi":"10.1109/TASC.2025.3645747","DOIUrl":"https://doi.org/10.1109/TASC.2025.3645747","url":null,"abstract":"Epitaxial iron chalcogenide (FeCh, Ch = Se, Te) film deposited by pulsed laser deposition (PLD) represents the gold standard to obtain high superconducting performances. (100) CaF<sub>2</sub> single crystal represents the ideal substrate due to structural compatibility, low lattice mismatch and chemical compatibility with FeCh. Epitaxial thin FeCh films grown on CaF<sub>2</sub> show optimal performances, with zero-resistance critical temperature <italic>T</i><sub>c0</sub> as high as 9.2 K and 17 K for FeSe and Fe(Se,Te), respectively. Higher <italic>T</i><sub>c</sub> up to 20 K can be obtained using a seed layer in Fe(Se,Te).However, film buckling and delamination sometimes occur. Furthermore, the presence of submicrometric wrinkles arranged in graticule pattern was occasionally observed. In this contribution, we provide information on extended defect formation in epitaxial FeCh thin films deposited on (100) CaF<sub>2</sub> single crystal by PLD, and their influence on the superconducting properties of such films.","PeriodicalId":13104,"journal":{"name":"IEEE Transactions on Applied Superconductivity","volume":"36 5","pages":"1-4"},"PeriodicalIF":1.8,"publicationDate":"2025-12-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145886630","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
AC Losses in Striated REBCO Stacked Tape Cables 分层REBCO堆叠磁带电缆的交流损耗
IF 1.8 3区 物理与天体物理 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-12-22 DOI: 10.1109/TASC.2025.3645709
X. Y. Tan;S. Y. Gao;X. S. Yang;H. Zhang;J. Jiang;J. M. Zhu
Stacked high-temperature superconducting (HTS) cables, with their high current-carrying capacity and high structural strength, show significant advantages in strong electric applications. However, in an alternating magnetic field environment, the conductors will generate AC losses, which can cause local overheating. Filamentary technology can effectively reduce the AC losses. This work investigates the magnetization and transport losses of stacked HTS cables based on multi-filamentary REBCO tapes. Results directly demonstrates the fact of the multi-filamentary structure in reducing magnetization loss. As the twist angle increased, magnetization losses first decreased and then stabilized. At low magnetic fields, the difference in magnetization loss between the original cable and the multi-filamentary cable is relatively small. Under higher magnetic fields, the magnetization loss of the original cable is significantly higher than that of the multi-filamentary cable. The transport losses of the multi-filamentary cable are always lower than those of the original cable. The optimization effect of filamentization on magnetization losses is significantly stronger than that on transport losses.
叠层高温超导电缆以其大载流能力和高结构强度在强电应用中具有显著的优势。然而,在交变磁场环境中,导体会产生交流损耗,从而导致局部过热。细丝技术可以有效地降低交流损耗。本文研究了基于多丝REBCO带的堆叠高温超导电缆的磁化和输运损耗。结果直接证明了多丝结构在降低磁化损失方面的作用。随着扭转角的增大,磁化损失先减小后趋于稳定。在低磁场下,原电缆与多丝电缆的磁化损耗差异相对较小。在较高的磁场下,原电缆的磁化损失明显高于多丝电缆。多纤电缆的传输损耗总是低于原电缆的传输损耗。成丝化对磁化损失的优化作用明显强于对输运损失的优化作用。
{"title":"AC Losses in Striated REBCO Stacked Tape Cables","authors":"X. Y. Tan;S. Y. Gao;X. S. Yang;H. Zhang;J. Jiang;J. M. Zhu","doi":"10.1109/TASC.2025.3645709","DOIUrl":"https://doi.org/10.1109/TASC.2025.3645709","url":null,"abstract":"Stacked high-temperature superconducting (HTS) cables, with their high current-carrying capacity and high structural strength, show significant advantages in strong electric applications. However, in an alternating magnetic field environment, the conductors will generate AC losses, which can cause local overheating. Filamentary technology can effectively reduce the AC losses. This work investigates the magnetization and transport losses of stacked HTS cables based on multi-filamentary REBCO tapes. Results directly demonstrates the fact of the multi-filamentary structure in reducing magnetization loss. As the twist angle increased, magnetization losses first decreased and then stabilized. At low magnetic fields, the difference in magnetization loss between the original cable and the multi-filamentary cable is relatively small. Under higher magnetic fields, the magnetization loss of the original cable is significantly higher than that of the multi-filamentary cable. The transport losses of the multi-filamentary cable are always lower than those of the original cable. The optimization effect of filamentization on magnetization losses is significantly stronger than that on transport losses.","PeriodicalId":13104,"journal":{"name":"IEEE Transactions on Applied Superconductivity","volume":"36 5","pages":"1-5"},"PeriodicalIF":1.8,"publicationDate":"2025-12-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145886628","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Design of Shortened REBa2Cu3O7-δ Saddle-Shaped Field Coil Ends for Fully Superconducting Synchronous Motors Using Generalized Flatwise Curvature 基于广义平面曲率的全超导同步电机用缩短REBa2Cu3O7-δ鞍形磁场线圈端部设计
IF 1.8 3区 物理与天体物理 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-12-19 DOI: 10.1109/TASC.2025.3645158
R. Konishi;Y. Emori;R. Ozumi;H. Handa;H. Miyazaki;S. Miura;H. Sasa;M. Iwakuma
To reduce carbon dioxide emissions from aircraft, superconducting electric propulsion systems are attracting attention. For aircraft, high power density is particularly important, and increasing the power density requires higher rotational speed. Therefore, we are studying a saddle-shaped field coil made with REBa2Cu3O7-δ (REBCO) tape. This coil can be fixed directly to the shaft, which helps provide the mechanical strength needed for high-speed rotation. However, because of the shape characteristics of the REBCO tape, the coil ends tend to become long, increasing the axial length of the motor. In addition, excessive bending or twisting can damage the tape; thus, careful design is necessary. In this study, we developed a design method to shorten the saddle-shaped field coil and evaluated its electromagnetic performance. We introduced a generalized flatwise curvature to represent bending and twisting and set the allowable curvature of the REBCO tape to 0.1 mm-1 based on its mechanical limits. Using this condition, we designed two types of shortened coils. Model A arranges the coils based on the curvature of the innermost coil, while Model B equalizes the curvature of all coils to prevent interference at the coil ends. Three-dimensional finite-element analysis revealed that the axial gap flux density distribution of both models is almost the same. However, Model B has a slightly larger high-flux-density region because its straight part is longer, resulting in better output performance. The obtained torque also exhibits a strong proportional relationship with the axial integral of the gap flux density, confirming that the coil ends are important regions that contribute to motor output.
为了减少飞机的二氧化碳排放,超导电力推进系统引起了人们的关注。对于飞机来说,高功率密度尤为重要,而提高功率密度需要更高的转速。因此,我们正在研究用REBa2Cu3O7-δ (REBCO)带制成的鞍形磁场线圈。这个线圈可以直接固定到轴上,这有助于提供高速旋转所需的机械强度。然而,由于REBCO胶带的形状特性,线圈末端往往会变长,从而增加电机的轴向长度。此外,过度弯曲或扭曲会损坏胶带;因此,仔细的设计是必要的。本文提出了一种缩短鞍形磁场线圈的设计方法,并对其电磁性能进行了评价。我们引入了广义的平面曲率来表示弯曲和扭转,并根据REBCO胶带的机械极限将其允许曲率设置为0.1 mm-1。在此条件下,我们设计了两种缩短线圈。A模型根据最内层线圈的曲率来排列线圈,B模型使所有线圈的曲率均匀,以防止线圈两端的干扰。三维有限元分析表明,两种模型的轴向间隙磁通密度分布基本相同。而B型由于直线部分较长,高磁通密度区域略大,输出性能较好。获得的转矩也表现出与间隙磁通密度的轴向积分的强烈比例关系,证实线圈端是重要的区域,有助于电机输出。
{"title":"Design of Shortened REBa2Cu3O7-δ Saddle-Shaped Field Coil Ends for Fully Superconducting Synchronous Motors Using Generalized Flatwise Curvature","authors":"R. Konishi;Y. Emori;R. Ozumi;H. Handa;H. Miyazaki;S. Miura;H. Sasa;M. Iwakuma","doi":"10.1109/TASC.2025.3645158","DOIUrl":"https://doi.org/10.1109/TASC.2025.3645158","url":null,"abstract":"To reduce carbon dioxide emissions from aircraft, superconducting electric propulsion systems are attracting attention. For aircraft, high power density is particularly important, and increasing the power density requires higher rotational speed. Therefore, we are studying a saddle-shaped field coil made with REBa<sub>2</sub>Cu<sub>3</sub>O<sub>7-δ</sub> (REBCO) tape. This coil can be fixed directly to the shaft, which helps provide the mechanical strength needed for high-speed rotation. However, because of the shape characteristics of the REBCO tape, the coil ends tend to become long, increasing the axial length of the motor. In addition, excessive bending or twisting can damage the tape; thus, careful design is necessary. In this study, we developed a design method to shorten the saddle-shaped field coil and evaluated its electromagnetic performance. We introduced a generalized flatwise curvature to represent bending and twisting and set the allowable curvature of the REBCO tape to 0.1 mm<sup>-1</sup> based on its mechanical limits. Using this condition, we designed two types of shortened coils. Model A arranges the coils based on the curvature of the innermost coil, while Model B equalizes the curvature of all coils to prevent interference at the coil ends. Three-dimensional finite-element analysis revealed that the axial gap flux density distribution of both models is almost the same. However, Model B has a slightly larger high-flux-density region because its straight part is longer, resulting in better output performance. The obtained torque also exhibits a strong proportional relationship with the axial integral of the gap flux density, confirming that the coil ends are important regions that contribute to motor output.","PeriodicalId":13104,"journal":{"name":"IEEE Transactions on Applied Superconductivity","volume":"36 5","pages":"1-6"},"PeriodicalIF":1.8,"publicationDate":"2025-12-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145830802","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Flux-Driven Josephson Parametric Amplifiers Based on an RF SQUID and DC SQUID in Keysight ADS 基于Keysight ADS中RF SQUID和DC SQUID的磁通驱动约瑟夫森参数放大器
IF 1.8 3区 物理与天体物理 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-12-19 DOI: 10.1109/TASC.2025.3645151
Keith Krause;Michael C. Hamilton;Mark Adams
Josephson parametric amplifiers (JPAs) have become an important component of superconducting applications. Simulating these circuits is vital for optimizing their performance, including their gain and stability. Previously, simulating JPAs has been inefficient due to the limits of using SPICE-based simulators that work in the time domain. JPAs are better suited to frequency domain simulations over a broad frequency range and parameter space. We present JPA simulations using the recently released flux-aware Josephson junction (JJ) and inductor models in Keysight Advanced Design Systems (ADS). We simulate two different flux-driven JPAs: one based on an RF SQUID, and another based on a DC SQUID. We efficiently run harmonic balance simulations over a wide range of circuit parameters. We compare the use of RF and DC SQUIDs in these JPAs by analyzing their simulation results. This work provides a foundation for future SQUID-based JPA simulations in Keysight ADS.
约瑟夫森参量放大器(JPAs)已成为超导应用的重要组成部分。模拟这些电路对于优化它们的性能至关重要,包括它们的增益和稳定性。以前,由于使用基于spice的在时域工作的模拟器的限制,模拟jpa的效率很低。jpa更适合于宽频率范围和参数空间的频域模拟。我们使用Keysight Advanced Design Systems (ADS)中最近发布的磁通感知Josephson结(JJ)和电感模型进行JPA模拟。我们模拟了两种不同的磁通驱动jpa:一种基于RF SQUID,另一种基于DC SQUID。我们在广泛的电路参数范围内有效地运行谐波平衡模拟。通过分析仿真结果,比较了RF和DC squid在这些jpa中的使用情况。这项工作为Keysight ADS中未来基于squid的JPA模拟提供了基础。
{"title":"Flux-Driven Josephson Parametric Amplifiers Based on an RF SQUID and DC SQUID in Keysight ADS","authors":"Keith Krause;Michael C. Hamilton;Mark Adams","doi":"10.1109/TASC.2025.3645151","DOIUrl":"https://doi.org/10.1109/TASC.2025.3645151","url":null,"abstract":"Josephson parametric amplifiers (JPAs) have become an important component of superconducting applications. Simulating these circuits is vital for optimizing their performance, including their gain and stability. Previously, simulating JPAs has been inefficient due to the limits of using SPICE-based simulators that work in the time domain. JPAs are better suited to frequency domain simulations over a broad frequency range and parameter space. We present JPA simulations using the recently released flux-aware Josephson junction (JJ) and inductor models in Keysight Advanced Design Systems (ADS). We simulate two different flux-driven JPAs: one based on an RF SQUID, and another based on a DC SQUID. We efficiently run harmonic balance simulations over a wide range of circuit parameters. We compare the use of RF and DC SQUIDs in these JPAs by analyzing their simulation results. This work provides a foundation for future SQUID-based JPA simulations in Keysight ADS.","PeriodicalId":13104,"journal":{"name":"IEEE Transactions on Applied Superconductivity","volume":"36 5","pages":"1-6"},"PeriodicalIF":1.8,"publicationDate":"2025-12-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145929399","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
IEEE Transactions on Applied Superconductivity
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1