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Gearbox Fault Diagnosis using Adaptive Zero Phase Time-varying Filter Based on Multi-scale Chirplet Sparse Signal Decomposition 被引量:16
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作者 WU Chunyan LIU Jian +2 位作者 PENG Fuqiang YU Dejie LI Rong 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2013年第4期831-838,共8页
When used for separating multi-component non-stationary signals, the adaptive time-varying filter(ATF) based on multi-scale chirplet sparse signal decomposition(MCSSD) generates phase shift and signal distortion. To o... When used for separating multi-component non-stationary signals, the adaptive time-varying filter(ATF) based on multi-scale chirplet sparse signal decomposition(MCSSD) generates phase shift and signal distortion. To overcome this drawback, the zero phase filter is introduced to the mentioned filter, and a fault diagnosis method for speed-changing gearbox is proposed. Firstly, the gear meshing frequency of each gearbox is estimated by chirplet path pursuit. Then, according to the estimated gear meshing frequencies, an adaptive zero phase time-varying filter(AZPTF) is designed to filter the original signal. Finally, the basis for fault diagnosis is acquired by the envelope order analysis to the filtered signal. The signal consisting of two time-varying amplitude modulation and frequency modulation(AM-FM) signals is respectively analyzed by ATF and AZPTF based on MCSSD. The simulation results show the variances between the original signals and the filtered signals yielded by AZPTF based on MCSSD are 13.67 and 41.14, which are far less than variances (323.45 and 482.86) between the original signals and the filtered signals obtained by ATF based on MCSSD. The experiment results on the vibration signals of gearboxes indicate that the vibration signals of the two speed-changing gearboxes installed on one foundation bed can be separated by AZPTF effectively. Based on the demodulation information of the vibration signal of each gearbox, the fault diagnosis can be implemented. Both simulation and experiment examples prove that the proposed filter can extract a mono-component time-varying AM-FM signal from the multi-component time-varying AM-FM signal without distortion. 展开更多
关键词 zero phase time-varying filter MULTI-SCALE CHIRPLET sparse signal decomposition speed-changing gearbox fault diagnosis
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Efficient and accurate online estimation algorithm for zero-effort-miss and time-to-go based on data driven method 被引量:1
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作者 Hongxia LI Huijie LI Yuanli CAI 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2019年第10期2311-2323,共13页
This paper introduces a novel and efficient algorithm for online estimation of zero-effortmiss and time-to-go based on data driven method.Only missile-target separations are utilized to construct the estimation models... This paper introduces a novel and efficient algorithm for online estimation of zero-effortmiss and time-to-go based on data driven method.Only missile-target separations are utilized to construct the estimation models,and a practical Fisher fusion algorithm is derived to acquire the estimates with high accuracy and computational efficiency.Further,the two parameters can be online estimated at a particular time.Meanwhile,the kinematics equations of the missile-target engagement are independent,and assumptions of the missile guidance system dynamics and behaviors of the missile and target are completely out of consideration.Moreover,the effectiveness and applicability are explicitly verified through various simulation scenarios. 展开更多
关键词 Data driven Missile-target SEPARATIONS Online estimation time-TO-GO zero-effort-miss
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Infinite Freedom of Space-Time for Zero-Energy-Entity in Quantum Mechanics
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作者 Chun T. Rim 《Journal of Modern Physics》 2018年第4期525-531,共7页
Zero-energy state is investigated by taking infinitesimal energy and observing its uncertainty in space-time, adopting quantum mechanics. In this paper, the uncertainty in conventional quantum mechanics is found to be... Zero-energy state is investigated by taking infinitesimal energy and observing its uncertainty in space-time, adopting quantum mechanics. In this paper, the uncertainty in conventional quantum mechanics is found to be interpreted as freedom in space-time, which results in possibility of time travel and space transition of the zero-energy state, which could be information or mind. The wave function of a physical system composed of multiple particles or wave-packets is examined and found that it can be arbitrarily changed by grouping by observers. It leads to an idea that even infinitesimal energy or wave-packets in a heavy physical system may separately exist and it has the infinite freedom of space-time. 展开更多
关键词 INFINITE FREEDOM of SPACE-time zero-Energy QUANTUM Mechanics Bipolar QUANTUM Information
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Decoupling Zeros of Positive Discrete-Time Linear Sys-tems
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作者 Tadeusz Kaczorek 《Circuits and Systems》 2010年第2期41-48,共8页
The notions of decoupling zeros of positive discrete-time linear systems are introduced. The relationships between the decoupling zeros of standard and positive discrete-time linear systems are analyzed. It is shown t... The notions of decoupling zeros of positive discrete-time linear systems are introduced. The relationships between the decoupling zeros of standard and positive discrete-time linear systems are analyzed. It is shown that: 1) if the positive system has decoupling zeros then the corresponding standard system has also decoupling zeros, 2) the positive system may not have decoupling zeros when the corresponding standard system has decoupling zeros, 3) the positive and standard systems have the same decoupling zeros if the rank of reachability (observability) matrix is equal to the number of linearly independent monomial columns (rows) and some additional assumptions are satisfied. 展开更多
关键词 Input-Decoupling zeroS Output-Decoupling zeroS Input-Output DECOUPLING zeroS POSITIVE DISCRETE-time LINEAR System
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Polynomial Time Method for Solving Nash Equilibria of Zero-Sum Games
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作者 Yoshihiro Tanaka Mitsuru Togashi 《American Journal of Computational Mathematics》 2021年第1期23-30,共8页
There are a few studies that focus on solution methods for finding a Nash equilibrium of zero-sum games. We discuss the use of Karmarkar’s interior point method to solve the Nash equilibrium problems of a zero-sum ga... There are a few studies that focus on solution methods for finding a Nash equilibrium of zero-sum games. We discuss the use of Karmarkar’s interior point method to solve the Nash equilibrium problems of a zero-sum game, and prove that it is theoretically a polynomial time algorithm. We implement the Karmarkar method, and a preliminary computational result shows that it performs well for zero-sum games. We also mention an affine scaling method that would help us compute Nash equilibria of general zero-sum games effectively. 展开更多
关键词 zero-Sum Games Nash Equilibria Karmarkar’s Method Polynomial time
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Event-Triggered Zero-Gradient-Sum Distributed Algorithm for Convex Optimization with Time-Varying Communication Delays and Switching Directed Topologies
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作者 Lei Ye 《Journal of Applied Mathematics and Physics》 2022年第4期1247-1265,共19页
Nowadays, distributed optimization algorithms are widely used in various complex networks. In order to expand the theory of distributed optimization algorithms in the direction of directed graph, the distributed conve... Nowadays, distributed optimization algorithms are widely used in various complex networks. In order to expand the theory of distributed optimization algorithms in the direction of directed graph, the distributed convex optimization problem with time-varying delays and switching topologies in the case of directed graph topology is studied. The event-triggered communication mechanism is adopted, that is, the communication between agents is determined by the trigger conditions, and the information exchange is carried out only when the conditions are met. Compared with continuous communication, this greatly saves network resources and reduces communication cost. Using Lyapunov-Krasovskii function method and inequality analysis, a new sufficient condition is proposed to ensure that the agent state finally reaches the optimal state. The upper bound of the maximum allowable delay is given. In addition, Zeno behavior will be proved not to exist during the operation of the algorithm. Finally, a simulation example is given to illustrate the correctness of the results in this paper. 展开更多
关键词 Distributed Convex Optimisation zero-Gradient-Sum Algorithm Event-Triggered time-Varying Delays Switching Network Multi-Agent System Directed Network
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高被引还是零被引:基于论文被引的最佳科研合作规模研究--来自Financial Times TOP 45商学院期刊的证据 被引量:17
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作者 马荣康 李真真 《情报学报》 CSSCI CSCD 北大核心 2020年第11期1182-1190,共9页
近年来,科研论文的合著现象及其与论文影响力之间的关系受到广泛关注。本文以1997—2013年Financial Times TOP 45商学院国际期刊论文为研究对象,对作者数量与论文被引(高被引还是零被引)之间的关系进行实证研究,从论文影响力方面揭示... 近年来,科研论文的合著现象及其与论文影响力之间的关系受到广泛关注。本文以1997—2013年Financial Times TOP 45商学院国际期刊论文为研究对象,对作者数量与论文被引(高被引还是零被引)之间的关系进行实证研究,从论文影响力方面揭示商学领域是否存在最佳科研合作规模。研究发现:①与单独作者相比,多作者合作对论文总被引频次具有显著的正向影响,而且多作者合作论文成为高被引的概率更高,而成为零被引的概率更低;②作者数量与论文总被引频次之间存在显著的倒U形关系;进一步研究发现,作者数量与高被引论文概率呈倒U形关系,而与零被引论文概率呈正U形关系,且转折点均约为3人,表明商学领域存在使论文成为高被引而避免成为零被引的最佳合作规模;③分时间阶段实证结果表明,基于高被引和零被引的论文最佳合作规模逐步由2~3人增加至3~4人。 展开更多
关键词 作者数量 论文被引 高被引论文 零被引论文 Financial times商学院期刊
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Study of recursive model for pole-zero cancellation circuit 被引量:8
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作者 周建斌 洪旭 +4 位作者 王仁波 周伟 胡云川 万新峰 杜鑫 《Nuclear Science and Techniques》 SCIE CAS CSCD 2014年第1期38-42,共5页
The output of charge sensitive amplifier(CSA) is a negative exponential signal with long decay time which will result in undershoot after C-R differentiator.Pole-zero cancellation(PZC) circuit is often applied to elim... The output of charge sensitive amplifier(CSA) is a negative exponential signal with long decay time which will result in undershoot after C-R differentiator.Pole-zero cancellation(PZC) circuit is often applied to eliminate undershoot in many radiation detectors.However,it is difficult to use a zero created by PZC circuit to cancel a pole in CSA output signal accurately because of the influences of electronic components inherent error and environmental factors.A novel recursive model for PZC circuit is presented based on Kirchhoff's Current Law(KCL) in this paper.The model is established by numerical differentiation algorithm between the input and the output signal.Some simulation experiments for a negative exponential signal are carried out using Visual Basic for Application(VBA) program and a real x-ray signal is also tested.Simulated results show that the recursive model can reduce the time constant of input signal and eliminate undershoot. 展开更多
关键词 零极点对消 递归模型 消除电路 基尔霍夫电流定律 数值微分算法 电荷灵敏放大器 指数信号 输出信号
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Relative energy zero ratio-based approach for identifying pulse-like ground motions 被引量:2
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作者 Liu Ping Li Ning +2 位作者 Ma Hua Xie Lili Zhou Baofeng 《Earthquake Engineering and Engineering Vibration》 SCIE EI CSCD 2020年第1期1-16,共16页
Pulse-like ground motions are capable of inflicting significant damage to structures. Efficient classification of pulse-like ground motion is of great importance when performing the seismic assessment in near-fault re... Pulse-like ground motions are capable of inflicting significant damage to structures. Efficient classification of pulse-like ground motion is of great importance when performing the seismic assessment in near-fault regions. In this study, a new method for identifying the velocity pulses is proposed, based on different trends of two parameters: the short-time energy and the short-time zero crossing rate of a ground motion record. A new pulse indicator, the relative energy zero ratio(REZR), is defined to qualitatively identify pulse-like features. The threshold for pulse-like ground motions is derived and compared with two other identification methods through statistical analysis. The proposed procedure not only shows good accuracy and efficiency when identifying pulse-like ground motions but also exhibits good performance for classifying records with high-frequency noise and discontinuous pulses. The REZR method does not require a waveform formula to express and fit the potential velocity pulses;it is a purely signal-based classification method. Finally, the proposed procedure is used to evaluate the contribution of pulse-like motions to the total input energy of a seismic record, which dramatically increases the seismic damage potential. 展开更多
关键词 pulse-like ground motion velocity pulse relative energy zero-crossing ratio short-time input energy shorttime zero crossing rate
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Advancements in Time Modeling: Relationalism, Divisional Structures, and Geometry
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作者 Steven D. P. Moore 《Journal of Applied Mathematics and Physics》 2024年第10期3358-3383,共26页
This article broadens terminology and approaches that continue to advance time modelling within a relationalist framework. Time is modeled as a single dimension, flowing continuously through independent privileged poi... This article broadens terminology and approaches that continue to advance time modelling within a relationalist framework. Time is modeled as a single dimension, flowing continuously through independent privileged points. Introduced as absolute point-time, abstract continuous time is a backdrop for concrete relational-based time that is finite and discrete, bound to the limits of a real-world system. We discuss how discrete signals at a point are used to temporally anchor zero-temporal points [t = 0] in linear time. Object-oriented temporal line elements, flanked by temporal point elements, have a proportional geometric identity quantifiable by a standard unit system and can be mapped on a natural number line. Durations, line elements, are divisible into ordered unit ratio elements using ancient timekeeping formulas. The divisional structure provides temporal classes for rotational (Rt24t) and orbital (Rt18) sample periods, as well as a more general temporal class (Rt12) applicable to either sample or frame periods. We introduce notation for additive cyclic counts of sample periods, including divisional units, for calendar-like formatting. For system modeling, unit structures with dihedral symmetry, group order, and numerical order are shown to be applicable to Euclidean modelling. We introduce new functions for bijective and non-bijective mapping, modular arithmetic for cyclic-based time counts, and a novel formula relating to a subgroup of Pythagorean triples, preserving dihedral n-polygon symmetries. This article presents a new approach to model time in a relationalistic framework. 展开更多
关键词 RELATIONALISM Mohist Geometry Euclidean Geometry Relational-time Discrete-time CONTINUOUS-time Planck time zero-time
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ANALYSIS OF ZERO-VOLTAGE QUASI-RESONANT BOOST DC-DC CONVERTER
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作者 许建平 《Journal of Electronics(China)》 1992年第3期225-232,共8页
The zero-voltage quasi-resonant boost switching DC-DC converter has been inves-tigated by using the time averaging equivalent circuit approach of periodically switching linearnetworks.The DC steady state and AC small ... The zero-voltage quasi-resonant boost switching DC-DC converter has been inves-tigated by using the time averaging equivalent circuit approach of periodically switching linearnetworks.The DC steady state and AC small signal characteristics of the converter are also given. 展开更多
关键词 SWITCHING CONVERTER zero-voltage QUASI-RESONANT SWITCH time AVERAGING EQUIVALENT circuit approach
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高精度时频同步网络零值标定方法
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作者 王明娟 杨峻巍 郭庆峰 《电讯技术》 北大核心 2025年第1期68-73,共6页
针对基于卫星共视的时频网络绝对零值标定方法复杂且成本高的问题,提出了一种利用多通道计数器的高精度且易操作的零值标定方法。首先将主节点全球卫星导航系统(Global Navigation Satellite System,GNSS)时频终端将生成的多路10 MHz频... 针对基于卫星共视的时频网络绝对零值标定方法复杂且成本高的问题,提出了一种利用多通道计数器的高精度且易操作的零值标定方法。首先将主节点全球卫星导航系统(Global Navigation Satellite System,GNSS)时频终端将生成的多路10 MHz频标分别送到从节点GNSS时频终端,实现主从频标共源。主从节点GNSS时频终端接收卫星导航信号,实现站址精确测量,并完成各节点GNSS时频终端与可视卫星钟差测量。从节点GNSS时频终端将钟差测量值送到主节点GNSS时频终端,根据接收到的导航信号信噪比自适应加权获取站间钟差,同时高精度多通道计数器实时接收主从节点输出的秒脉冲(1 Pulse per Second,1PPS)信号,测量各从节点与主节点的1PPS时间间隔。对主节点GNSS时频终端计算的站间钟差及多通道计数器测量的1PPS时间间隔进行约2 h的采集,基于两项数据完成时频网络站间零值标定。实测数据结果表明,所提出的零值标定方法可实现站间高精度时间同步,且同步精度优于6 ns,为基于卫星共视的站间高精度时频同步提供了技术支撑。 展开更多
关键词 卫星共视 时频同步网络 零值标定 时间同步 钟差
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适用于空载合闸于匝间故障的特高压换流变压器保护新方法 被引量:2
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作者 金恩淑 吴宛凝 +2 位作者 张弼弘 朱宏 耿梦炜 《电测与仪表》 北大核心 2025年第5期58-67,共10页
特高压直流输电系统具有较高的电压等级且为交直流混联,他们之间的耦合关系更为密切,换流变压器产生的励磁涌流和故障电流呈现与普通变压器不同的特性,导致传统保护无法正确识别。文章根据斯皮尔曼系数和零序电流绝对值时间系数,提出了... 特高压直流输电系统具有较高的电压等级且为交直流混联,他们之间的耦合关系更为密切,换流变压器产生的励磁涌流和故障电流呈现与普通变压器不同的特性,导致传统保护无法正确识别。文章根据斯皮尔曼系数和零序电流绝对值时间系数,提出了一种识别特高压换流变压器励磁涌流的新方法。该方法针对励磁涌流与内部故障绝对值波形前半周波与后半周波趋势相反计算其斯皮尔曼系数,根据斯皮尔曼系数的值构成区分励磁涌流和内部故障的主判据,针对空载合闸于匝间故障时其波形特征具有涌流的特性,将其网侧零序电流绝对值的时间系数作为辅助判据。通过PSCAD/EMTDC软件仿真,结果表明所提方法能够有效区分励磁涌流和内部故障,并能有效避免因空载合闸于匝间故障造成的保护误制动。由此,换流变压器系统的安全性可以得到明显的改善。 展开更多
关键词 励磁涌流 内部故障 空载合闸于匝间故障 斯皮尔曼系数 零序电流绝对值时间系数
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基于短时矩阵束的接地极线路主动式单端测距方法
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作者 田鑫萃 陈开闻 +3 位作者 单节杉 张怿宁 禹晋云 李强 《电力系统自动化》 北大核心 2025年第15期168-177,共10页
接地极线路故障信号微弱、隐蔽性强,检测定位非常困难。基于此,提出了一种基于宽频激励注入和短时矩阵束方法的接地极线路单端测距方法。首先,以差模形式向接地极线路注入具有振荡衰减特性的高斯信号激励,既保证了注入激励不会通过中性... 接地极线路故障信号微弱、隐蔽性强,检测定位非常困难。基于此,提出了一种基于宽频激励注入和短时矩阵束方法的接地极线路单端测距方法。首先,以差模形式向接地极线路注入具有振荡衰减特性的高斯信号激励,既保证了注入激励不会通过中性母线窜入直流系统侧,又最大限度地减少了信号在接地极线路传播过程中的波形畸变,提高了故障行波的检测效率。然后,采用滑动短时窗对故障行波进行奇异值分解,根据分解得到的特征值实现干扰信号和故障信号的识别,有效放大了微弱的故障信号,且抑制了干扰信号。最后,求取短时窗内故障行波的衰减因子,构建衰减因子过零时刻与故障行波到达时刻的一一映射关系,并确定故障距离。大量仿真表明,该测距方法能够有效检测故障行波,且故障定位精度高。 展开更多
关键词 接地极线路 故障测距 宽频激励 短时矩阵束 过零时刻 故障行波 高斯信号
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基于ZYNQ+GPS的抗干扰爆炸零时获取技术研究
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作者 王孝鑫 张斌 +2 位作者 褚文博 李宸凯 赵冬娥 《现代电子技术》 北大核心 2025年第5期1-6,共6页
针对爆炸场中弹药爆炸零时难以获取以及多个测试设备难以同步触发、时间同步性差等问题,文中设计了一种基于ZYNQ+GPS的爆炸零时获取系统。该系统使用ZYNQ芯片作为控制核心,采用GPS同步技术对系统进行同步授时,为系统提供了高精度时钟。... 针对爆炸场中弹药爆炸零时难以获取以及多个测试设备难以同步触发、时间同步性差等问题,文中设计了一种基于ZYNQ+GPS的爆炸零时获取系统。该系统使用ZYNQ芯片作为控制核心,采用GPS同步技术对系统进行同步授时,为系统提供了高精度时钟。此外,针对恶劣的爆炸环境,系统采用了DDR+EMMC存储结构和磁耦隔离技术,有效地提高了系统的存储效率与可靠性。理论分析并验证了在GPS正常工作条件下,系统之间的最大时间误差为2μs。实验结果表明,该系统具有良好的时间同步性,能获取到精确的爆炸零时,为构建弹药爆炸威力场提供了有效的时间数据。 展开更多
关键词 存储测试 时间同步 爆炸零时获取 同步触发 GPS ZYNQ
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有限值终态零化神经网络及其在机器人运动规划中的应用 被引量:1
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作者 汪黎明 仲国民 +1 位作者 孙明轩 何熊熊 《计算机科学》 北大核心 2025年第5期270-280,共11页
针对等式约束的时变二次规划求解问题,提出一种有限值终态零化神经网络,以保证计算误差的有限时间收敛,其有限值特性易于实现;对有限值终态零化神经网络进行理论分析,并给出该神经网络的收敛时间表达式。冗余机械臂的重复运动规划问题... 针对等式约束的时变二次规划求解问题,提出一种有限值终态零化神经网络,以保证计算误差的有限时间收敛,其有限值特性易于实现;对有限值终态零化神经网络进行理论分析,并给出该神经网络的收敛时间表达式。冗余机械臂的重复运动规划问题可描述为时变二次规划问题,采用有限值终态零化神经网络作为求解器,以获取末端执行器轨迹对应的关节轨迹。考虑到机械臂关节初始偏差难以避免,采用定参数/自适应参数的终态优化指标,在实现机械臂末端位置误差的有限时间收敛的同时,提高重复运动规划的精度。为保证机械臂的平稳运行,提出一种平滑修正的有限值函数用于终态优化指标设计。理论分析机械臂末端执行器位置误差的有限时间收敛条件。数值仿真以及UR5机械臂仿真与实验结果,验证了所提计算方案的有效性。 展开更多
关键词 终态零化神经网络 有限时间收敛 终态优化指标 冗余机械臂 自适应参数 重复运动规划
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鼻咽癌颅底骨侵犯的零回波时间磁共振成像诊断价值
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作者 林家豪 冯妹妹 +2 位作者 林孔起 林冯杰 陈韵彬 《中国癌症杂志》 北大核心 2025年第10期946-951,共6页
背景与目的:鼻咽癌颅底骨侵犯的常规评估依赖CT,但CT的电离辐射存在潜在危害。零回波时间磁共振成像(zero echo time magnetic resonance imaging,ZTE-MRI)可在无辐射条件下获得高分辨率骨结构信息。本研究旨在系统评价ZTE-MRI对鼻咽癌... 背景与目的:鼻咽癌颅底骨侵犯的常规评估依赖CT,但CT的电离辐射存在潜在危害。零回波时间磁共振成像(zero echo time magnetic resonance imaging,ZTE-MRI)可在无辐射条件下获得高分辨率骨结构信息。本研究旨在系统评价ZTE-MRI对鼻咽癌颅底骨侵犯的诊断效能,并探讨其临床替代CT的可行性。方法:本前瞻性研究收集2020年4月—2022年12月在福建省肿瘤医院诊治的鼻咽癌患者95例为起始对象,并根据排除标准进行剔除。运用GE Discovery 750w 3.0T MR扫描仪,获取常规平扫、增强扫描,利用ZTE-MRI技术获取ZTEMRI和CT图像。影像检查结果由两位放射科医师分别独立阅片评估颅底骨侵犯情况。本研究经福建省肿瘤医院伦理委员会批准(K2025-314-01)并获得患者知情同意。结果:共计80例鼻咽癌患者纳入最终分析。CT诊断鼻咽癌颅底骨侵犯与参比标准有高度一致性,差异有统计学意义(κ=0.645,P<0.001)。ZTE-MRI诊断鼻咽癌颅底骨侵犯与参比标准亦有高度一致性,差异有统计学意义(κ=0.774,P<0.001)。ZTE-MRI联合常规MRI诊断鼻咽癌颅底骨侵犯与参比标准具有极强一致性,差异有统计学意义(κ=0.912,P<0.001)。结论:ZTE-MRI技术为鼻咽癌颅底骨侵犯提供“类CT”图像,在临床上ZTE-MRI技术可以替代CT检查。 展开更多
关键词 鼻咽癌 颅底 CT MRI 零回波时间
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基于CNN-LSTM的断路器合成试验短路电流零点预测技术
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作者 王智 毛雪飞 +2 位作者 冯英 李哲远 李玉春 《高压电器》 北大核心 2025年第9期35-42,49,共9页
合成试验是检验大容量断路器短路开断能力的重要试验方法,文中针对合成试验中短路电流预测精度的要求,首先分析了威尔合成回路同步控制的原理,将过零点预测问题等效为时间序列预测问题,据此提出建立CNN-LSTM预测模型拟合短路电流序列,... 合成试验是检验大容量断路器短路开断能力的重要试验方法,文中针对合成试验中短路电流预测精度的要求,首先分析了威尔合成回路同步控制的原理,将过零点预测问题等效为时间序列预测问题,据此提出建立CNN-LSTM预测模型拟合短路电流序列,预测过零点。其次,通过某次试验中的短路电流情况建立预测模型,并比较了CNN-LSTM混合网络与单一LSTM网络的预测效果,在此基础之上,将该CNN-LSTM预测模型应用到不同短路电流下T100s及T100a试验中,实验结果显示该模型对于过零时刻的预测误差均≤4μs,具备良好的泛化能力,研究结果对合成试验同步控制的准确实现具有实际意义。 展开更多
关键词 断路器 合成试验 CNN-LSTM 电流零点 时序预测
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基于数学形态学滤波的牵引网高阻接地故障与机车负荷识别方法
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作者 李喆 林国松 +1 位作者 张葆杰 吴泽方 《铁道机车车辆》 北大核心 2025年第2期112-118,共7页
电气化铁路牵引网发生高阻接地故障时,故障电流小,馈线电压高,配置的过电流、距离保护元件可能无法识别故障和负荷而导致拒动或误动。文中分析了我国某牵引变电所馈线的高阻接地故障和电力机车负荷电流波形特征,比选了数学形态学滤波器... 电气化铁路牵引网发生高阻接地故障时,故障电流小,馈线电压高,配置的过电流、距离保护元件可能无法识别故障和负荷而导致拒动或误动。文中分析了我国某牵引变电所馈线的高阻接地故障和电力机车负荷电流波形特征,比选了数学形态学滤波器和扁平结构元素长度,对故障电流和负荷电流波形进行形态学滤波,递推计算谐波四分之一数据窗的过零点次数。基于故障电流与电力机车负荷电流的形态学滤波波形的过零点次数差别,提出一种识别高阻接地故障和电力机车负荷的方法。以电力机车励磁涌流、对称性励磁涌流、机车加速等工况下的电流波形和高阻接地故障电流波形为例,验证了该识别方法的有效性。 展开更多
关键词 数学形态学滤波 高阻接地故障 负荷 识别方法 过零点次数
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基于微燃气轮机模型燃烧室的氨燃烧实验
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作者 李坤 吴殿武 +3 位作者 陈龙威 陈治强 范学军 陈亮 《热力发电》 北大核心 2025年第11期68-75,共8页
为探索氨燃料在燃气轮机燃烧室模拟件内的点火和稳定燃烧性能,分别对不同预热温度及裂解度的氨气进行点火燃烧实验研究,获得一定实验条件下氨燃料的点火及燃烧规律。实验结果表明:氨气稳定燃烧需满足裂解度不小于30%且空气预热器温度不... 为探索氨燃料在燃气轮机燃烧室模拟件内的点火和稳定燃烧性能,分别对不同预热温度及裂解度的氨气进行点火燃烧实验研究,获得一定实验条件下氨燃料的点火及燃烧规律。实验结果表明:氨气稳定燃烧需满足裂解度不小于30%且空气预热器温度不小于643 K;在空气预热器温度743~943 K,燃烧时长5~40 s内,燃烧室内部温度、尾部温度及压力基本随空气预热器温度与燃烧时长的增加而升高;空气预热器温度显著影响NO排放,在673 K时NO排放体积分数最低,为376μL/L,此时燃烧效率为96%。零维模拟计算结果表明,增大压力、氨气裂解度和温度有助于缩短点火延迟时间,且较高的氢气含量和略微富燃的状态可促进层流火焰速度的增加,优化氨的燃烧。 展开更多
关键词 氨燃料 预热温度 裂解度 燃烧时间 零维模拟
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