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Tomographic inversion of near-surface Q factor by combining surface and cross-hole seismic surveys 被引量:9
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作者 李国发 郑浩 +2 位作者 祝文亮 王明超 翟桐立 《Applied Geophysics》 SCIE CSCD 2016年第1期93-102,219,220,共12页
The estimation of the quality factor Q plays a fundamental role in enhancing seismic resolution via absorption compensation in the near-surface layer.We present a new geometry that can be used to acquire field data by... The estimation of the quality factor Q plays a fundamental role in enhancing seismic resolution via absorption compensation in the near-surface layer.We present a new geometry that can be used to acquire field data by combining surface and cross-hole surveys to decrease the effect of geophone coupling on Q estimation.In this study,we drilled number of receiver holes around the source hole,each hole has different depth and each geophone is placed geophones into the bottom of each receiver hole to avoid the effect of geophone coupling with the borehole wall on Q estimation in conventional cross-hole seismic surveys.We also propose a novel tomographic inversion of the Q factor without the effect of the source signature,and examine its stability and reliability using synthetic data.We estimate the Q factors of the near-surface layer in two different frequency bands using field data acquired in the Dagang Oilfield.The results show that seismic absorption in the nearsurface layer is much greater than that in the subsurface strata.Thus,it is of critical practical importance to enhance the seismic solution by compensating for near-surface absorption.In addition,we derive different Q factors from two frequency bands,which can be treated,to some extent,as evidence of a frequency-dependent Q. 展开更多
关键词 near surface q factor tomographic inversion spectral ratio method frequency dependence
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Realization of ultralow power phase locking by optimizing Q factor of resonant photodetector 被引量:2
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作者 Jin-Rong Wang Hong-Yu Zhang +1 位作者 Zi-Lin Zhao Yao-Hui Zheng 《Chinese Physics B》 SCIE EI CAS CSCD 2020年第12期88-92,共5页
We design and construct a resonant photodetector(RPD)with a Q factor of 320.83 at the resonant frequency of38.5 MHz on the basis of a theoretical analysis.Compared with the existing RPD under the same conditions,the s... We design and construct a resonant photodetector(RPD)with a Q factor of 320.83 at the resonant frequency of38.5 MHz on the basis of a theoretical analysis.Compared with the existing RPD under the same conditions,the signalto-noise-ratio of the error signal is increased by 15 dB and the minimum operation power is reduced from-55 dBm to-70 dBm.By comparing the standard deviations of the stability curves,we confirm that the RPD has a dramatic improvement on ultralow power extraction.In virtue of the RPD,we have completed the demonstration of channel multiplexing quantum communication. 展开更多
关键词 quantum optics PHOTODETECTOR q factor
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Lithium tantalate microring cavities with a Q factor exceeding 10 million
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作者 JIANFENG HE XINYI ZHAO +1 位作者 JIAN-BIN XU XIANKAI SUN 《Photonics Research》 2025年第5期1385-1389,共5页
Thin-film lithium niobate has attracted great interest in high-speed communication due to its unique piezoelectric and nonlinear properties.However,its high photorefraction and slow electro-optic response relaxation i... Thin-film lithium niobate has attracted great interest in high-speed communication due to its unique piezoelectric and nonlinear properties.However,its high photorefraction and slow electro-optic response relaxation introduce the possibility of transmission bit errors.Recently,lithium tantalate,another piezoelectric and nonlinear material,has emerged as a promising candidate for active photonic integrated devices because of its weaker photorefraction,faster electro-optic response relaxation,higher optical damage threshold,wider transparency window,and lower birefringence compared with lithium niobate.Here,we developed an ultralow-loss lithium tantalate integrated photonic platform,including waveguides,grating couplers,and microring cavities.The measured highest optical Q factor of the microring cavities is beyond 10^(7),corresponding to the lowest waveguide propagation loss of~1.88 dB∕m.The photorefractive effect in such lithium tantalate microring cavities was experimentally demonstrated to be 500 times weaker than that in lithium niobate microcavities.This work lays the foundation for a lithium tantalate integrated platform for achieving a series of on-chip optically functional devices,such as periodically poled waveguides,acousto-optic modulators,and electro-optic modulators. 展开更多
关键词 q factor piezoelectric nonlinear electro optic response lithium tantalate PHOTOREFRACTION lithium niobate microring cavities active photonic integrated devices
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基于双深度Q网络的车联网安全位置路由 被引量:1
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作者 米洪 郑莹 《无线电通信技术》 北大核心 2025年第1期96-105,共10页
作为智能交通系统中的支撑技术,车联网(Internet of Vehicle,IoV)已受到广泛关注。由于IoV网络拓扑结构的动态变化以及灰洞攻击,构建稳定的安全位置路由是一项挑战工作。为此,提出基于双深度Q网络的安全位置路由(Double DQN-based Secur... 作为智能交通系统中的支撑技术,车联网(Internet of Vehicle,IoV)已受到广泛关注。由于IoV网络拓扑结构的动态变化以及灰洞攻击,构建稳定的安全位置路由是一项挑战工作。为此,提出基于双深度Q网络的安全位置路由(Double DQN-based Secure Location Routing,DSLR)。DSLR通过防御灰洞攻击提升消息传递率(Message Delivery Ratio,MDR),并降低消息的传输时延。构建以丢包率和链路连通时间为约束条件的优化问题,利用双深度Q网络算法求解。为了提升DSLR的收敛性,基于连通时间、丢包率和传输时延构建奖励函数,引导智能体选择满足要求的转发节点。采用动态的探索因子机制,平衡探索与利用间的关系,进而加速算法的收敛。仿真结果表明,相比于同类算法,提出的DSLR提升了MDR,减少了传输时延。 展开更多
关键词 车联网 位置路由 灰洞攻击 双深度q网络 动态的探索因子
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R-Factor Analysis of Data Based on Population Models Comprising R- and Q-Factors Leads to Biased Loading Estimates
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作者 André Beauducel 《Open Journal of Statistics》 2024年第1期38-54,共17页
Effects of performing an R-factor analysis of observed variables based on population models comprising R- and Q-factors were investigated. Although R-factor analysis of data based on a population model comprising R- a... Effects of performing an R-factor analysis of observed variables based on population models comprising R- and Q-factors were investigated. Although R-factor analysis of data based on a population model comprising R- and Q-factors is possible, this may lead to model error. Accordingly, loading estimates resulting from R-factor analysis of sample data drawn from a population based on a combination of R- and Q-factors will be biased. It was shown in a simulation study that a large amount of Q-factor variance induces an increase in the variation of R-factor loading estimates beyond the chance level. Tests of the multivariate kurtosis of observed variables are proposed as an indicator of possible Q-factor variance in observed variables as a prerequisite for R-factor analysis. 展开更多
关键词 R-factor Analysis q-factor Analysis Loading Bias Model Error Multivariate Kurtosis
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一种改进的Q值提取和反Q滤波方法及应用
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作者 史威龙 熊晓军 +2 位作者 张本健 王朝 熊高君 《石油地球物理勘探》 北大核心 2025年第5期1134-1145,共12页
常规叠后地震数据通常受吸收衰减影响导致主频较低、频带较窄,分辨率低,反演预测效果不佳。因此,为得到保真、保幅的地震数据,提高分辨率,提出一种改进的Q值提取和反Q滤波方法。首先,在Q值提取方面,针对因薄层调谐效应导致提取的子波振... 常规叠后地震数据通常受吸收衰减影响导致主频较低、频带较窄,分辨率低,反演预测效果不佳。因此,为得到保真、保幅的地震数据,提高分辨率,提出一种改进的Q值提取和反Q滤波方法。首先,在Q值提取方面,针对因薄层调谐效应导致提取的子波振幅谱偏离实际情况影响Q值提取精度的问题,引入了完备集成经验模态分解(CEEMDAN)方法,通过对对数振幅谱分解和重构,消除反射系数的干扰,以获得去除调谐效应的子波振幅谱,并结合能量谱质心频移法,获得更高精度的Q值;然后,在反Q滤波方面,优化了时变增益稳定因子法的振幅补偿函数,克服了对密度的依赖性,获得了更稳定的反Q滤波结果。实际资料的处理结果表明,文中方法能够获得保真、保幅的高分辨率叠后地震数据,为研究区的后续勘探开发提供了可靠的资料基础。 展开更多
关键词 高分辨 q值提取 q滤波 经验模态分解 稳定因子法
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几何意义下直线段υ=μ上q-级正交模糊数的分布与排序
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作者 王明新 王贵君 《模糊系统与数学》 北大核心 2025年第1期39-46,共8页
作为毕达哥拉斯模糊数(PFN)的进一步扩展,q-级正交模糊数(q-ROFN)已成为处理更大范围内多属性信息群体决策问题的重要工具.本文首先通过反例指出现行得分函数和排序准则对υ=μ上q-级正交模糊数的排序问题存在一些缺陷,并通过几何方法... 作为毕达哥拉斯模糊数(PFN)的进一步扩展,q-级正交模糊数(q-ROFN)已成为处理更大范围内多属性信息群体决策问题的重要工具.本文首先通过反例指出现行得分函数和排序准则对υ=μ上q-级正交模糊数的排序问题存在一些缺陷,并通过几何方法分析这些排序结果的不妥之处;其次,在几何背景下以最小q-级正交模糊数(0,1)为参照物给出距离因子概念,并结合犹豫度提出q-级正交模糊数新的得分函数及其排序准则,进而讨论得分函数的单调性;最后,利用多元函数条件极值法(拉格朗日乘数法)研究直线段υ=μ上的得分函数的最值问题,并通过存在最值点说明所新得分函数确实具有合理性.此外,通过实例分析阐述了新方法不仅克服了已有方法的缺陷,而且更具有合理性和优越性. 展开更多
关键词 q-级正交模糊数 距离因子 得分函数 排序准则 极值点
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UPLC-Q-TOF-MS结合网络药理学探讨威灵仙水提物抗炎的药效物质及作用机制
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作者 陈海燕 张景正 +3 位作者 许晨新 刘元芬 周咏梅 韩瑾 《中国畜牧兽医》 北大核心 2025年第6期2851-2864,共14页
【目的】利用超高效液相色谱-飞行时间质谱(UPLC-Q-TOF-MS)技术分析威灵仙水提物的主要化学成分,并结合网络药理学和细胞试验验证其抗炎作用机制。【方法】通过UPLC-Q-TOF-MS技术分析鉴定威灵仙水提物化学成分,结合网络药理学方法预测... 【目的】利用超高效液相色谱-飞行时间质谱(UPLC-Q-TOF-MS)技术分析威灵仙水提物的主要化学成分,并结合网络药理学和细胞试验验证其抗炎作用机制。【方法】通过UPLC-Q-TOF-MS技术分析鉴定威灵仙水提物化学成分,结合网络药理学方法预测主要成分及相应靶点,并构建“成分-靶点-通路”网络,进一步利用AutoDock软件对主要活性成分与核心靶点进行分子对接,验证核心成分与关键靶点之间的结合能力。采用脂多糖(LPS)诱导RAW264.7细胞构建炎症模型,进行核心靶点和通路的验证。【结果】从威灵仙水提物中共鉴定出19个成分,其中酚酸类8个、皂苷类11个。网络药理学分析筛选出5个主要活性成分,主要通过调控磷脂酰肌醇3-激酶催化亚单位α(PIK3CA)、信号转导与转录激活子3(STAT3)、磷脂酰肌醇3-激酶催化亚单位β(PIK3CB)、肿瘤坏死因子(TNF)等核心靶点,并通过介导PI3K/Akt/STAT3等关键信号通路发挥抗炎作用。ELISA试验结果显示,与对照组相比,模型组细胞炎症因子TNF-α、白细胞介素-6(IL-6)、IL-1β含量显著升高(P<0.05);与模型组相比,威灵仙水提物各剂量组细胞中TNF-α、IL-6、IL-1β含量显著降低(P<0.05)。Western blotting结果显示,与对照组相比,模型组细胞中PI3K、p-PI3K、Akt、p-Akt蛋白表达量显著上调(P<0.05);与模型组相比,威灵仙水提物各剂量组p-PI3K、p-Akt蛋白表达量均显著下调(P<0.05)。【结论】威灵仙可通过多成分、多靶点、多途径发挥抗炎作用,且作用靶点与PI3K/Akt信号通路有关。本研究结果为深入研究威灵仙的药效物质基础及药理活性提供了参考。 展开更多
关键词 威灵仙 UPLC-q-TOF-MS 网络药理学 抗炎 炎性因子
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A high quality factor photonic crystal channel-drop filter with a linear gradient microcavity 被引量:2
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作者 李传起 范庆斌 +3 位作者 陆叶 罗德俊 孔一卜 张东闯 《Optoelectronics Letters》 EI 2015年第3期174-178,共5页
We design a channel-drop filter(CDF)with a linear gradient microcavity in a two-dimensional(2D)photonic crystal(PC).The model of three-port CDF with reflector is used to achieve high quality factor(Q-factor)and 100%ch... We design a channel-drop filter(CDF)with a linear gradient microcavity in a two-dimensional(2D)photonic crystal(PC).The model of three-port CDF with reflector is used to achieve high quality factor(Q-factor)and 100%channel-drop efficiency.The research indicates that adjusting the distance between reference plane and reflector can simultaneously influence the Q-factor due to coupling to a bus waveguide and the phase retardation occurring in the round trip between a microcavity and a reflector.The calculation results of 2D finite-difference time-domain(FDTD)method show that the designed filter can achieve the drop efficiency of 96.7%and ultra-high Q-factor with an ultra-small modal volume. 展开更多
关键词 DROPS Finite difference time domain method MICROCAVITIES Photonic crystals Power inductors q factor measurement Reflection
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调Q激光联合氨甲环酸注射治疗真皮型黄褐斑的疗效观察及对IL-6、VEGF水平的影响
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作者 缪荣明 相艳萍 +1 位作者 费春霞 张兰 《中国疗养医学》 2025年第12期101-104,共4页
目的探讨调Q激光联合氨甲环酸注射治疗真皮型黄褐斑的临床疗效及其对患者血清白细胞介素-6(IL-6)和血管内皮生长因子(VEGF)水平的影响。方法选取2023年1月至2025年6月靖江弘济医院、江阴博医家康复医院和无锡梵伊嘉医疗美容诊所3家医疗... 目的探讨调Q激光联合氨甲环酸注射治疗真皮型黄褐斑的临床疗效及其对患者血清白细胞介素-6(IL-6)和血管内皮生长因子(VEGF)水平的影响。方法选取2023年1月至2025年6月靖江弘济医院、江阴博医家康复医院和无锡梵伊嘉医疗美容诊所3家医疗机构的62例真皮型黄褐斑患者,采用简单随机化方式进行分组,分为联合治疗组(31例)和对照组(31例)。联合治疗组采用调Q激光(Nd:YAG 1064 nm)联合氨甲环酸注射治疗,对照组仅接受氨甲环酸注射治疗。疗程为12周,观察两组患者的黄褐斑面积及严重指数(MASI)评分、临床总有效率、不良反应及血清IL-6、VEGF水平变化。结果治疗后,联合治疗组MASI评分显著低于对照组(P<0.05),总有效率为93.55%,高于对照组的74.19%(P<0.05)。联合治疗组血清IL-6和VEGF水平显著优于对照组(P<0.05)。两组均未出现严重不良反应。结论调Q激光联合氨甲环酸注射可显著改善真皮型黄褐斑的临床症状,其机制可能与抑制IL-6和VEGF的过度表达有关。 展开更多
关键词 黄褐斑 q激光 氨甲环酸 白细胞介素-6 血管内皮生长因子
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基于自适应短时傅里叶变换的品质因子Q值估算方法 被引量:13
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作者 赵锐锐 李勇军 +1 位作者 黄有晖 左安鑫 《石油物探》 CSCD 北大核心 2024年第5期981-992,共12页
品质因子Q是描述地下介质对地震波吸收衰减强弱程度的参数,同时也是地层含油气性的重要标志。在地震资料Q估算中,常用的方法是短时傅里叶变换方法,当窗函数被选定以后,其时频分辨率就固定了。针对该问题,提出一种自适应窗短时傅里叶变... 品质因子Q是描述地下介质对地震波吸收衰减强弱程度的参数,同时也是地层含油气性的重要标志。在地震资料Q估算中,常用的方法是短时傅里叶变换方法,当窗函数被选定以后,其时频分辨率就固定了。针对该问题,提出一种自适应窗短时傅里叶变换的方法,以获得更准确的瞬时中心频率,并利用峰值频移法来估算品质因子Q。首先,利用固定窗长的短时傅里叶变换来提取信号的瞬时中心频率作为初始频率;然后,根据初始频率自适应计算不同频率的窗长,并利用自适应窗长短时傅里叶变换来求取瞬时中心频率;最后,结合峰值频移法得到高分辨率的品质因子Q值。利用合成数据和实际数据进行了测试,结果表明,相比于固定时窗短时傅里叶变换方法,自适应短时傅里叶变换方法具有更好的时间和频率分辨率,可以获得更高分辨率的品质因子Q值。该结果可以为地下介质的研究提供更准确、可靠的工具,有助于更好地了解地下结构和油气资源分布情况。 展开更多
关键词 品质因子q 短时傅里叶变换 窗函数 自适应 峰值频移法
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Abnormal enhancement to the quality factors of carbon nanotube via defects engineering
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作者 Ke Duan Li Li +2 位作者 Sihan Liu Yujin Hu Xuelin Wang 《Nano Materials Science》 EI CAS CSCD 2022年第3期259-265,共7页
Low quality(Q) factor is often the limiting factor for high performance carbon nanotube(CNT) resonators. The most commonly used approach to enhance the Q factor of CNTs is to reduce/eliminate the intrinsic defects.Her... Low quality(Q) factor is often the limiting factor for high performance carbon nanotube(CNT) resonators. The most commonly used approach to enhance the Q factor of CNTs is to reduce/eliminate the intrinsic defects.Herein, we show surprisingly that hole defects of suitable size and position are able to enhance the Q factor of CNT, which strongly contradicts to the common notion that the presence of defects promote intrinsic dissipation via defects dissipation. By analyzing the strain distribution, we find that such abnormal enhancement in Q factor of defected CNT originates from a coupling competition mechanism between the atomic mismatch around defected atoms and the thermoelastic damping. Although the presence of holes will introduce an additional defect dissipation source, suitable holes are capable of reducing the energy dissipation arisen from the thermoelastic damping, through changing the spatial strain field of defected CNT. This coupling competition mechanism provides a new route for designing high performance CNT resonators via defects engineering. 展开更多
关键词 Defects engineering CNT resonator q factor
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重组牛碱性成纤维细胞生长因子凝胶联合调Q激光治疗面部脂溢性角化病 被引量:1
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作者 姚凤鸣 钱芳芳 胡军 《中国美容医学》 CAS 2024年第9期96-99,共4页
目的:探讨重组牛碱性成纤维细胞生长因子(Recombinant bovine basic fibroblast grow,rb-bFGF)凝胶联合调Q激光治疗面部脂溢性角化病(Seborrheic keratosis,SK)的效果。方法:选笔者医院2020年6月-2023年6月收治的82例面部SK患者为研究... 目的:探讨重组牛碱性成纤维细胞生长因子(Recombinant bovine basic fibroblast grow,rb-bFGF)凝胶联合调Q激光治疗面部脂溢性角化病(Seborrheic keratosis,SK)的效果。方法:选笔者医院2020年6月-2023年6月收治的82例面部SK患者为研究对象。按随机数字表法分为对照组(n=41)与观察组(n=41),两组均进行调Q激光治疗(波长532 nm),观察组在对照组基础上给予rb-bFGF凝胶治疗。观察对比两组疗效、疼痛程度、痂皮完全脱落时间、遗留红斑持续时间、皮肤病生活质量量表(Dermatology life quality index,DLQI)及不良反应发生情况。结果:观察组有效率较对照组高,差异有统计学意义(P<0.05);观察组疼痛视觉模拟评分法(Visual analogue scale,VAS)评分较对照组低,创面痂皮完全脱落时间、遗留红斑持续时间均较对照组短,差异均有统计学意义(P<0.05)。治疗后,两组DLQI除治疗维度外其他维度评分均较治疗前降低(P<0.05),且观察组均低于对照组(P<0.05);观察组不良反应发生率为0.93%,对照组为6.03%,差异无统计学意义(P>0.05)。结论:rb-bFGF凝胶联合调Q激光治疗面部SK疗效显著,可促进创面恢复,减轻恢复期疼痛,提高患者生活质量。 展开更多
关键词 面部脂溢性角化病 重组牛碱性成纤维细胞生长因子 q激光
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Estimation of quality factors by energy ratio method 被引量:2
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作者 王宗俊 曹思远 +5 位作者 张浩然 曲英铭 袁殿 杨金浩 张德龙 邵冠铭 《Applied Geophysics》 SCIE CSCD 2015年第1期86-92,122,123,共9页
The quality factor Q, which reflects the energy attenuation of seismic waves in subsurface media, is a diagnostic tool for hydrocarbon detection and reservoir characterization. In this paper, we propose a new Q extrac... The quality factor Q, which reflects the energy attenuation of seismic waves in subsurface media, is a diagnostic tool for hydrocarbon detection and reservoir characterization. In this paper, we propose a new Q extraction method based on the energy ratio before and after the wavelet attenuation, named the energy-ratio method(ERM). The proposed method uses multipoint signal data in the time domain to estimate the wavelet energy without invoking the source wavelet spectrum, which is necessary in conventional Q extraction methods, and is applicable to any source wavelet spectrum; however, it requires high-precision seismic data. Forward zero-offset VSP modeling suggests that the ERM can be used for reliable Q inversion after nonintrinsic attenuation(geometric dispersion, refl ection, and transmission loss) compensation. The application to real zero-offset VSP data shows that the Q values extracted by the ERM and spectral ratio methods are identical, which proves the reliability of the new method. 展开更多
关键词 quality factor q energy ratio time domain seismic wavelet spectral ratio method
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Novel method to measure unloaded quality factor of resonant cavities at room temperature 被引量:2
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作者 Ping Wang Jia-Ru Shi +3 位作者 Zheng-Feng Xiong Ze-Ning Liu Cheng Cheng Huai-Bi Chen 《Nuclear Science and Techniques》 SCIE CAS CSCD 2018年第4期50-56,共7页
We demonstrated a novel method to measure the unloaded quality factor(Q factor) of high-Q resonant cavities. This method was used to obtain data with low errors and calculate the unloaded Q factor. This procedure was ... We demonstrated a novel method to measure the unloaded quality factor(Q factor) of high-Q resonant cavities. This method was used to obtain data with low errors and calculate the unloaded Q factor. This procedure was more reliable than traditional methods. The data required for the method were near the resonant frequency,not at the half-power points of the reflection coefficient curve or Smith chart. We applied the new method to measure a resonant cavity with an unloaded Q factor of^100,000, obtaining good agreement between the measured and theoretical results. 展开更多
关键词 RESONANT CAVITY q factor LRC circuit Coupling COEFFICIENT
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基于优化TQWT及孪生SVM的有载分接开关机械故障诊断 被引量:4
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作者 余长厅 黎大健 +2 位作者 陈梁远 张磊 赵坚 《高压电器》 CAS CSCD 北大核心 2024年第10期110-118,共9页
为进一步提高有载分接开关(on-load tap changer,OLTC)机械状态监测的准确性,文中基于优化品质因数可调小波变换(tunable quality wavelet transform,TQWT)对OLTC切换过程中的振动信号进行了分析。即使用人工鱼群算法(artificial fish s... 为进一步提高有载分接开关(on-load tap changer,OLTC)机械状态监测的准确性,文中基于优化品质因数可调小波变换(tunable quality wavelet transform,TQWT)对OLTC切换过程中的振动信号进行了分析。即使用人工鱼群算法(artificial fish swarm algorithm,AFSA)基于分解余量与整体正交系数研究了TQWT的优化分解方法,计算得到了OLTC振动信号的多个子序列,构建了基于优化孪生支持向量机(twin support vector machine,TWSVM)的OLTC机械故障诊断模型。对某CM型OLTC正常与典型机械故障下振动信号的分析结果表明,所提优化TQWT分解方法有效提高了OLTC振动信号分解结果的准确性。相对于其他诊断模型,所构建AFSA-TWSVM的OLTC机械故障诊断模型分类效果好且收敛速度更快。 展开更多
关键词 有载分接开关 机械故障 振动信号 品质因数可调小波变换 人工鱼群算法 孪生支持向量机
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融合优化可调Q因子小波变换的改进密度峰值聚类算法 被引量:2
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作者 史曼曼 宋朝炀 张景祥 《计算机应用研究》 CSCD 北大核心 2024年第2期466-472,共7页
为提升时间序列的聚类精度,提出一种融合优化可调Q因子小波变换的改进密度峰值聚类(improved density peaks clustering based on optimal tunable Q-factor wavelet transform,OTQWT-IDPC)算法,该算法利用可调Q因子小波变换的能量优化... 为提升时间序列的聚类精度,提出一种融合优化可调Q因子小波变换的改进密度峰值聚类(improved density peaks clustering based on optimal tunable Q-factor wavelet transform,OTQWT-IDPC)算法,该算法利用可调Q因子小波变换的能量优化选择策略及改进粒子群优化算法确定的最佳Q因子分解时序信号,通过最优特征子带的能量、均值、标准差和模糊熵构建特征子空间,并采用主成分分析降低特征维度,以减少特征冗余。同时,考虑到距离较远而周围密集程度较大的K近邻样本对局部密度的贡献率,引入权重系数及K近邻重新定义DPC的局部密度,并利用共享最近邻描述样本间的相似性。在BONN癫痫脑电信号和CWRU滚动轴承数据集上进行对比实验,结果表明,该算法的聚类精度分别为95%、94%,且Jacarrd、FMI和F_(1)值指标均优于其他对比算法,证明了OTQWT-IDPC算法的有效性。 展开更多
关键词 密度峰值聚类算法 可调q因子小波变换 粒子群优化算法 主成分分析
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Q-factor improvement of degenerate four-wave-mixing regenerators for ASE degraded signals 被引量:1
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作者 卢行 武保剑 +2 位作者 耿勇 周星宇 孙凡 《Optoelectronics Letters》 EI 2017年第6期401-404,共4页
All-optical regenerators can be used to suppress amplified spontaneous emission(ASE) noise introduced by cascaded erbium doped fiber amplifiers(EDFAs) in optical fiber communication systems and lead to the improvement... All-optical regenerators can be used to suppress amplified spontaneous emission(ASE) noise introduced by cascaded erbium doped fiber amplifiers(EDFAs) in optical fiber communication systems and lead to the improvement of optical receiver sensitivity. By introducing the Q-factor transfer function(QTF), we evaluate the Q-factor performance of degenerate four-wave mixing(DFWM) regenerators with clock pump and reveal the differences between the optimal input powers determined from the static and dynamic power tranfer function(PTF) and the QTF curves. Our simulation shows that the clock-pump regnerator is capable of improving the Q-facor and receiver sensitivity for 40 Gbit/s ASE-degraded return-to-zero on-off keying(RZ-OOK) signal by 2.58 dB and 4.2 d B, respectively. 展开更多
关键词 degraded DEGENERATE receiver mixing clock RETURN cascaded SUPPRESS capable SPONTANEOUS
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应用遗传算法估计非稳态地震数据的混合相位子波及Q值 被引量:3
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作者 朱耀旭 包乾宗 《石油地球物理勘探》 EI CSCD 北大核心 2024年第4期763-770,共8页
地震高分辨率处理或反演的目的是获得精确的反射系数或弹性参数模型。然而地层滤波效应模糊了地震记录中的地层反射信息,因此有必要消除这种滤波效应。现有的大部分提高分辨率方法并不能完全摒弃关于地震子波和Q模型的一些假设。为了获... 地震高分辨率处理或反演的目的是获得精确的反射系数或弹性参数模型。然而地层滤波效应模糊了地震记录中的地层反射信息,因此有必要消除这种滤波效应。现有的大部分提高分辨率方法并不能完全摒弃关于地震子波和Q模型的一些假设。为了获得更为切合实际的地震子波,同时自适应获取Q模型,文中将地震子波相位估计与Q模型估计相结合,提出了基于遗传算法的非稳态地震数据混合相位子波及Q值估计方法。首先通过井旁道记录拟合得到初始地震子波的振幅信息,然后依据子波Z变换的根关于单位圆移动与否构建用于遗传算法的编码链条。另一方面,十进制Q模型对应的二进制表示形式同样能够利用编码链条表征,因此利用全局优化算法能够同时估计地震混合相位子波以及Q模型。结合根变换和遗传算法不断改变子波相位的同时自适应生成Q模型,利用子波和Q模型构造的时变子波矩阵与测井反射系数得到合成地震记录,并与井旁道记录进行匹配,最终得到合理的混合相位子波和地层Q模型,进而构造时变子波矩阵进行时变反褶积。通过井旁道记录与测井数据拟合得到的混合相位子波,与实际地震子波相位更为接近,理论数据和实际数据处理结果证实了该方法的有效性。 展开更多
关键词 高分辨率处理 品质因子 非稳态地震数据 混合相位子波 遗传算法
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Q-factor estimation in CMP gather and the continuous spectral ratio slope method 被引量:5
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作者 Wu Zong-Wei Wu Yi-Jia +1 位作者 Guo Si Xu Ming-Hua 《Applied Geophysics》 SCIE CSCD 2018年第3期481-490,共10页
The attenuation factor or quality factor(Q-factor or Q) has been used to measure the energy attenuation of seismic waves propagating in underground media. Many methods are used to estimate the Q-factor. We propose a m... The attenuation factor or quality factor(Q-factor or Q) has been used to measure the energy attenuation of seismic waves propagating in underground media. Many methods are used to estimate the Q-factor. We propose a method to calculate the Q-factor based on the prestack Q-factor inversion and the generalized S-transform. The proposed method specifies a standard primary wavelet and calculates the cumulative Q-factors; then, it finds the interlaminar Q-factors using the relation between Q and offset(QVO) and the Dix formula. The proposed method is alternative to methods that calculate interlaminar Q-factors after horizon picking. Because the frequency spectrum of each horizon can be extracted continuously on a 2D time–frequency spectrum, the method is called the continuous spectral ratio slope(CSRS) method. Compared with the other Q-inversion methods, the method offers nearly effortless computations and stability, and has mathematical and physical significance. We use numerical modeling to verify the feasibility of the method and apply it to real data from an oilfield in Ahdeb, Iraq. The results suggest that the resolution and spatial stability of the Q-profile are optimal and contain abundant interlaminar information that is extremely helpful in making lithology and fluid predictions. 展开更多
关键词 quality factor PRESTACK q ESTIMATION generalized S transform spectral ratio SLOPE METHOD q versus offset
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