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基于改进K-Medoids聚类算法的医院HRP系统设计 被引量:1
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作者 张蕾 徐叶青 《自动化技术与应用》 2025年第12期142-146,188,共6页
为深入挖掘医院海量信息中有价值的信息,研究面向大型综合三甲医院C设计了医院资源规划系统,为推进智慧医院的转型需求,使用Tent混沌映射改进人工蜂群优化算法,并在此基础上优化K-中心点聚类算法。研究提出的算法平均准确率为93.76%。... 为深入挖掘医院海量信息中有价值的信息,研究面向大型综合三甲医院C设计了医院资源规划系统,为推进智慧医院的转型需求,使用Tent混沌映射改进人工蜂群优化算法,并在此基础上优化K-中心点聚类算法。研究提出的算法平均准确率为93.76%。在实际应用中,2023年收入预支出预算执行率分别为99.63%与99.04%。上述结果说明研究提出的医院资源规划系统具有优秀的性能,能显著提升实际应用中预算管理水平,有利于医院财务精细化管理的推进。 展开更多
关键词 改进k-medoids聚类算法 HRP系统 精细化管理 人工蜂群优化算法
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基于改进MPE和K-medoids的变压器绕组松动故障诊断
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作者 马宏忠 薛健侗 +2 位作者 倪一铭 万可力 迮恒鹏 《高压电器》 北大核心 2025年第9期73-80,共8页
为了更加有效地对变压器绕组松动故障进行诊断,针对变压器有载运行时的振动信号,提出了一种基于改进多尺度排列熵(MPE)和K-medoids的变压器绕组松动故障诊断方法。首先采用粒子群优化(PSO)的MPE算法对绕组不同状态下的变压器振动信号进... 为了更加有效地对变压器绕组松动故障进行诊断,针对变压器有载运行时的振动信号,提出了一种基于改进多尺度排列熵(MPE)和K-medoids的变压器绕组松动故障诊断方法。首先采用粒子群优化(PSO)的MPE算法对绕组不同状态下的变压器振动信号进行特征提取,以减少MPE算法中参数设置对故障类型识别精度的影响,然后通过K-medoids聚类算法诊断变压器绕组松动故障,以完成故障的分类识别。对某10 kV变压器的绕组松动故障模拟实验结果表明,绕组不同状态下变压器振动信号的MPE值经PSO参数优化后存在明显差异,诊断效果优于传统经验设置参数的MPE算法,且稳定性得到提高。 展开更多
关键词 变压器 绕组松动诊断 粒子群优化的MPE算法 特征提取 k-medoids算法
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基于K-Medoids提取信道状态特征的无人机探测方法
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作者 宋玲玉 潘鹏 刘天乐 《电信科学》 北大核心 2025年第1期75-87,共13页
对低空目标的有效管控是推动低空经济发展的关键。城市环境中强杂波和建筑物遮挡等因素使得传统雷达探测手段难以实现对低速无人机的有效监测。基于此,提出了一种无人机探测的新思路,即通过识别信道状态特征的变化来判断无人机是否出现... 对低空目标的有效管控是推动低空经济发展的关键。城市环境中强杂波和建筑物遮挡等因素使得传统雷达探测手段难以实现对低速无人机的有效监测。基于此,提出了一种无人机探测的新思路,即通过识别信道状态特征的变化来判断无人机是否出现在指定区域。该方法的核心在于利用城市中已广泛部署的移动基站等外辐射源,基于K-Medoids聚类算法捕捉无人机出现后对原有多径信道路径数量的影响,从而实现对无人机的感知。该方法不需要构建精确的参考信号,也不需要利用多普勒体制抑制强杂波。仿真结果表明,所提方法在1 km~2范围内能实现80%以上的检测概率,且随着范围缩小,检测概率能达到90%左右,因此能够在城市场景下有效探测低空慢速无人机。 展开更多
关键词 无人机 信道状态信息 外辐射源 k-medoids算法
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基于K-Medoids聚类和经验小波变换的桥梁模态参数识别
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作者 郭保全 段敏 +2 位作者 胡宏涛 罗凌峰 胡佳男 《公路交通技术》 2025年第5期142-149,167,共9页
针对现有时频域模态参数识别方法存在模态混叠、小波基选择困难等问题,为提升识别精度,将经验小波变换(EWT)引入桥梁模态参数识别领域并对其进行改进,结合某大跨度悬索桥监测数据开展验证研究。首先,提出AR功率谱曲线最优形态解算方法,... 针对现有时频域模态参数识别方法存在模态混叠、小波基选择困难等问题,为提升识别精度,将经验小波变换(EWT)引入桥梁模态参数识别领域并对其进行改进,结合某大跨度悬索桥监测数据开展验证研究。首先,提出AR功率谱曲线最优形态解算方法,通过方差与平滑度指标确定最优AR谱阶次;其次,采用Scalespace方法对谱估计曲线实施频谱分割;再次,提出基于运营期全时段监测数据的特征频率确定方法,将K-Medoids算法引入信号频带坐标稳定图进行聚类,以提升EWT频谱分割精度并获取稳定频带坐标;最后,利用Wasserstein距离与ET指标完成特征IMF分量筛选。研究结果表明:1)改进EWT可成功识别主梁竖弯前3阶模态振型,识别结果与ANSYS有限元理论分析结果基本一致;2)改进EWT能识别更多真实固有模态,特征频率识别误差最小可达1.587‰。综上,改进EWT方法可有效提取信号特征IMF分量,其与希尔伯特变换(HT)结合能高效识别频率、振型等模态参数,且相较传统时频域方法具有更高识别精度,适用于大跨度桥梁模态参数识别。 展开更多
关键词 经验小波变换 AR谱估计 k-medoids聚类 Wasserstein距离 ET指标 桥梁模态参数识别
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基于K-Medoids聚类的上市造纸企业业绩分析
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作者 舒服华 《中华纸业》 2025年第8期24-28,共5页
我国上市造纸企业的经营业绩良莠不齐,对其进行聚类分析可以揭示它们之间的差异和特点,为其制定有效的经营管理策略提供参考,以帮助企业提高经营效益。K-Medoids算法克服了K-Means容易受到异常值或畸形分布的影响导致分类不精确的缺点,... 我国上市造纸企业的经营业绩良莠不齐,对其进行聚类分析可以揭示它们之间的差异和特点,为其制定有效的经营管理策略提供参考,以帮助企业提高经营效益。K-Medoids算法克服了K-Means容易受到异常值或畸形分布的影响导致分类不精确的缺点,抗干扰能力强,分类质量好。运用K-Medoids算法对我国部分上市造纸企业的经营业绩进行了聚类分析,15家公司的经营业绩被划分为6个类别,并对这些类别的整体经营业绩的优劣进行了排序。 展开更多
关键词 上市造纸企业 经营业绩 聚类分析 k-medoids算法
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基于K-Medoids聚类的上市纺织企业经营业绩分析
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作者 舒服华 《国际纺织导报》 2025年第4期53-58,共6页
我国上市纺织企业的经营业绩表现参差不齐。对这些企业进行聚类分析可以揭示它们之间的差异和特性,为企业制定有效的经营管理策略提供参考,助力其提高经营效益。K-Medoids算法能够规避K-Means算法因异常值或数据畸形分布导致的分类不精... 我国上市纺织企业的经营业绩表现参差不齐。对这些企业进行聚类分析可以揭示它们之间的差异和特性,为企业制定有效的经营管理策略提供参考,助力其提高经营效益。K-Medoids算法能够规避K-Means算法因异常值或数据畸形分布导致的分类不精准问题,其抗干扰能力强,分类质量好。运用K-Medoids算法对我国部分上市纺织企业的经营业绩进行了聚类分析。15家公司的经营业绩被划分为6个类别。对各类别的整体经营业绩优劣进行了排序。 展开更多
关键词 纺织企业 业绩评价 聚类分析 k-medoids算法
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基于GIS技术与K-medoids聚类的多源测绘数据集成
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作者 孙琨 唐江森 《河北省科学院学报》 2025年第3期9-14,共6页
在多源测绘数据集成过程中,数据波动性易导致数据集成质量下降。为此,本文提出一种基于GIS技术与K-medoids聚类的多源测绘数据集成方法。首先,利用K-medoids聚类算法对多源测绘数据进行格式与坐标系转换,构造数据空间属性要素的模糊矩阵... 在多源测绘数据集成过程中,数据波动性易导致数据集成质量下降。为此,本文提出一种基于GIS技术与K-medoids聚类的多源测绘数据集成方法。首先,利用K-medoids聚类算法对多源测绘数据进行格式与坐标系转换,构造数据空间属性要素的模糊矩阵,结合源域特征与聚类样本数,判定数据的源域;其次,借助GIS系统的挖掘架构,构建测绘数据的尺度空间数据库,结合集成路径的复杂度,选择丢包率最小的路径作为数据集成路径;最后,引入XML解析方法对高度融合的数据进行解析处理,平滑数据的波动性,并计算数据特征向量之间的紧密度,从而构造数据集成函数,以此实现多源测绘数据的高效整合。实验结果表明,无论数据规模大小,该方法均能有效提升集成后数据的NMI值,集成质量较好。 展开更多
关键词 GIS技术 k-medoids聚类 多源测绘数据 数据挖掘 数据质量
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基于改进K-Medoids算法的新能源发电功率异常值识别
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作者 殷立军 陈安 +1 位作者 贺林钰 卞世敏 《电子设计工程》 2025年第20期67-70,75,共5页
功率异常值能够反映能源生产的波动或故障问题,因此对异常值的有效识别能够实现能源的优化调度。为准确识别发电过程中的异常功率参量,提出一种基于改进K-Medoids算法的新能源发电功率异常值识别方法。根据改进K-Medoids算法的定义方程... 功率异常值能够反映能源生产的波动或故障问题,因此对异常值的有效识别能够实现能源的优化调度。为准确识别发电过程中的异常功率参量,提出一种基于改进K-Medoids算法的新能源发电功率异常值识别方法。根据改进K-Medoids算法的定义方程,清洗发电数据,并推导功率特性表达式,实现功率特性分析。提取功率异常值,利用时序关联性条件,确定识别阈值指标的取值范围,完成新能源发电功率异常值识别算法的设计。实验结果表明,应用上述方法识别的异常功率参量所处发电周期阶段,与实际异常发电行为特征完全一致,可有效反映能源生产波动或故障问题,为发电系统优化调度提供数据支撑。 展开更多
关键词 改进k-medoids算法 新能源发电 功率异常值 数据清洗 时序关联性
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基于K-medoids聚类处理的梯级水利枢纽信息智能整合方法
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作者 亓振涛 《电子设计工程》 2025年第3期13-17,23,共6页
为了提高梯级水利枢纽信息在实际工作中的利用率,提出基于K-medoids聚类处理的梯级水利枢纽信息智能整合方法。从项目信息、水文、枢纽设备等方面,采集梯级水利枢纽信息,针对不同信息类型通过清洗、归一化等步骤,完成初始信息的预处理... 为了提高梯级水利枢纽信息在实际工作中的利用率,提出基于K-medoids聚类处理的梯级水利枢纽信息智能整合方法。从项目信息、水文、枢纽设备等方面,采集梯级水利枢纽信息,针对不同信息类型通过清洗、归一化等步骤,完成初始信息的预处理。以梯级水利枢纽信息特征的提取结果为处理对象,利用K-medoids处理技术完成梯级水利枢纽信息的聚类,通过整合信息的冗余过滤,得出信息智能整合结果。通过性能测试实验得出结论:与传统整合方法相比,优化方法的完整度提高了6.06%、冗余度降低了1.79%,同时整合信息具有更高的利用率。 展开更多
关键词 k-medoids聚类处理技术 梯级水利枢纽 水利信息 信息整合
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基于K-Medoids算法的传感网络线性数据异常值识别
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作者 郑帅 海丹凤 +1 位作者 吴艳红 赖东旭 《东莞理工学院学报》 2025年第5期33-38,132,共7页
为降低对数据中噪声数据点敏感度,避免发生噪声数据点误识情况、可靠获取传感网络线性数据异常值,提出基于K-Medoids算法的传感网络线性数据异常值识别方法。通过滑动窗口采集传感网络线性数据后,依据主成分分析提取该数据中关键信息,... 为降低对数据中噪声数据点敏感度,避免发生噪声数据点误识情况、可靠获取传感网络线性数据异常值,提出基于K-Medoids算法的传感网络线性数据异常值识别方法。通过滑动窗口采集传感网络线性数据后,依据主成分分析提取该数据中关键信息,并计算特征矢量贡献值,选择最大值的部分作为数据特征;引入对数据特征谱信号排序的算法计算选择的数据特征间的相似度,最终确定聚类中心;依据K-Medoids算法将所有数据分配至不同聚类中心所在类别中,最终实现传感网络线性数据异常值识别。通过实验验证,该方法能够精准捕获原始数据中关键信息特征,依据该特征能够有效区分传感网络正常数据模式与潜在异常模式,有效识别传感网络中单一类型异常和多种异常类型融合情况,展现出优异性能,有助于提升传感网络运行稳定性。 展开更多
关键词 k-medoids算法 传感网络线性数据 异常值识别 滑动窗口模型 主成分分析 聚类中心
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Study on the effect of preparation method on denitration performance of Co-modified Ce/TiO_(2) catalyst
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作者 YU Chao ZHANG Boya +2 位作者 SHEN Kai HAN Yuxuan ZHANG Yaping 《燃料化学学报(中英文)》 北大核心 2026年第3期79-91,共13页
This study systematically conducted preparation optimization and performance investigations on Co-modified Ce/TiO_(2) catalysts,with a focus on examining how preparation methods and Co loading regulate the catalyst’s... This study systematically conducted preparation optimization and performance investigations on Co-modified Ce/TiO_(2) catalysts,with a focus on examining how preparation methods and Co loading regulate the catalyst’s low-temperature denitrification activity.After identifying optimal preparation parameters via condition screening,multiple characterization techniques-including BET,XRD,XPS,H_(2)-TPR and in situ DRIFTS-were employed to deeply analyze the catalyst’s physicochemical properties and reaction mechanism.Results demonstrated that compared to the impregnation and co-precipitation methods,the Ce-Co_(0.025)/TiO_(2)-SG catalyst(prepared by the sol-gel method with a Co/Ti mass ratio of 0.025)exhibited significantly superior denitrification activity:NO conversion remained stably above 95%in the 225−350℃ temperature range,and it displayed high N_(2) selectivity.Characterization analysis revealed that abundant surface oxygen vacancies,a high proportion of Ce^(3+) species,and prominent acidic sites collectively contributed to enhancing its low-temperature denitrification performance.This work provides reference value for the development of highly efficient low-temperature denitrification catalysts. 展开更多
关键词 preparation method Co Ce/TiO_(2) low-temperature denitration NH3-SCR
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A New Inversion-free Iterative Method for Solving the Nonlinear Matrix Equation and Its Application in Optimal Control
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作者 GAO Xiangyu XIE Weiwei ZHANG Lina 《应用数学》 北大核心 2026年第1期143-150,共8页
In this paper,we consider the maximal positive definite solution of the nonlinear matrix equation.By using the idea of Algorithm 2.1 in ZHANG(2013),a new inversion-free method with a stepsize parameter is proposed to ... In this paper,we consider the maximal positive definite solution of the nonlinear matrix equation.By using the idea of Algorithm 2.1 in ZHANG(2013),a new inversion-free method with a stepsize parameter is proposed to obtain the maximal positive definite solution of nonlinear matrix equation X+A^(*)X|^(-α)A=Q with the case 0<α≤1.Based on this method,a new iterative algorithm is developed,and its convergence proof is given.Finally,two numerical examples are provided to show the effectiveness of the proposed method. 展开更多
关键词 Nonlinear matrix equation Maximal positive definite solution Inversion-free iterative method Optimal control
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Broadband ground motion simulation and analysis of a near-fault 3D basin-mountain coupling site based on the hybrid method
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作者 Liu Zhongxian Tang Kang +2 位作者 Li Chengcheng Yuan Xiaoming Zhang Hai 《Earthquake Engineering and Engineering Vibration》 2026年第1期87-110,共24页
This study presents an effective hybrid simulation approach for simulating broadband ground motion in complex near-fault locations.The approach utilizes a deterministic approach based on the spectral element method(SE... This study presents an effective hybrid simulation approach for simulating broadband ground motion in complex near-fault locations.The approach utilizes a deterministic approach based on the spectral element method(SEM),which is used to simulate low-frequency ground motion(f<1 Hz)by incorporating an innovative efficient discontinuous Galerkin(DG)method for grid division to accurately model basin sedimentary layers at reduced costs.It also introduces a comprehensive hybrid source model for high-frequency random scattering and a nonlinear analysis module for basin sedimentary layers.Deterministic outcomes are combined with modified three-dimensional stochastic finite fault method(3D-EXSIM)simulations of high-frequency ground motion(f>1 Hz).A fourth-order Butterworth filter with zero phase shift is employed for time-domain filtering of low-and high-frequency time series at a crossover frequency of 1 Hz,merging the low and high-frequency ground motions into a broadband time series.Taking an Ms 6.8 Luding earthquake,as an example,this hybrid method was used for a rapid and efficient simulation analysis of broadband ground motion in the region.The accuracy and efficiency of this hybrid method were verified through comparisons with actually observed station data and empirical attenuation curves.Deterministic method simulation results revealed the effects of mountainous topography,basin effects,nonlinear effects within the basin’s sedimentary layers,and a coupling interaction between the basin and the mountains.The findings are consistent with similar studies,showing that near-fault sedimentary basins significantly focus and amplify strong ground motion,and the soil’s nonlinear behavior in the basin influences ground motion to varying extents at different distances from the fault.The mountainous topography impacts the basin’s response to ground motion,leading to barrier effects.This research provides a scientific foundation for seismic zoning,urban planning,and seismic design in nearfault mountain basin regions. 展开更多
关键词 hybrid ground motion simulation method spectral element method three-dimensional stochastic finite fault method near-fault basin-mountain coupling effect basin effect nonlinear effect
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Establishment of a Determination Method for Fruit Texture in Chieh-qua Using Texture Analyzer
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作者 Ying WANG Xuan DU Na LIU 《Agricultural Biotechnology》 2026年第1期54-59,共6页
[Objectives]This study was conducted to establish a quantitative assessment method for the textural quality of chieh-qua fruit.[Methods]Using two modes of a texture analyzer,namely TPA(texture profile analysis)and pun... [Objectives]This study was conducted to establish a quantitative assessment method for the textural quality of chieh-qua fruit.[Methods]Using two modes of a texture analyzer,namely TPA(texture profile analysis)and puncture,the index data of the fruit were obtained by setting different trigger forces,deformation levels,test speeds,as well as puncture speeds and puncture depths.The data included TPA hardness,adhesiveness,springiness,cohesiveness,gumminess,chewiness,resilience,as well as skin hardness,skin toughness,flesh hardness,fracturability,and compactness.[Results]Different deformation levels had a significant impact on all parameters.Hardness,adhesiveness,gumminess and chewiness showed a trend of first increasing and then decreasing with the deformation level increasing.When the deformation level was 30%,the adhesiveness,gumminess and chewiness reached their maximum values.When the deformation level was 50%,TPA hardness reached its maximum.When the compression speed was 3 mm/s,the measured values of TPA hardness,adhesiveness,chewiness,and resilience were at their maximums.The skin hardness varied significantly under different trigger forces.When the trigger force was 15 g,the skin hardness reached a maximum value of 944.63 g,and the skin toughness,flesh hardness,fracturability,and compactness also reach their maximum values respectively.When the puncture depth was 12 mm,the flesh hardness and skin toughness reached their maximums of 682.51 g and 1.82 mm,respectively.In the TPA mode,the flesh hardness of chieh-qua showed an extremely significant negative correlation with springiness,cohesiveness,and resilience(P<0.01).The fruit fracturability detected by puncture had an extremely significant positive correlation with compactness(P<0.01).[Conclusions]The evaluation method for measuring chieh-qua texture by combining TPA and the puncture mode could accurately and quantitatively reflect the differences in the flesh texture quality of chieh-qua.The optimal parameters for texture measurement of chieh-qua fruit were determined as a 15 g trigger force with 50%deformation and a 3 mm/s compression speed in TPA mode,and a 15 g trigger force with a 12 mm puncture depth in puncture mode.Puncture speed was found to have no significant effect on the texture indices of chieh-qua. 展开更多
关键词 CHIEH-QUA Texture analyzer Texture quality Determination method
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A novel scaling method for the elastic ring supporting structure of an aero-engine rotor system: analytical and experimental investigations
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作者 Lei LI Tianyue MA +4 位作者 Zhong LUO Dongwu GAO Xiangdong GE Hui MA Shibin WANG 《Applied Mathematics and Mechanics(English Edition)》 2026年第1期1-18,共18页
The testing of large structures is limited by high costs and long cycles, making scaling methods an attractive solution. However, the scaling process of elastic rings introduces complexities in multi-parameter geometr... The testing of large structures is limited by high costs and long cycles, making scaling methods an attractive solution. However, the scaling process of elastic rings introduces complexities in multi-parameter geometric distortions, leading to a diminution in the predictive accuracy of the distorted similitude. To address this challenge, this study formulates a novel set of scaling laws, tailored to account for the intricate geometric distortions associated with elastic rings. The proposed scaling laws are formulated based on the intrinsic deformation characteristics of elastic rings, rather than the traditional systemic governing equations. Numerical and experimental cases are conducted to assess the efficacy and precision of the proposed scaling laws, and the obtained results are compared with those achieved by traditional methods. The outcomes demonstrate that the scaling laws put forth by this study significantly enhance the predictive capabilities for deformations of elastic rings. 展开更多
关键词 rotor system AERO-ENGINE elastic ring scaling method supporting structure
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Multiphysics Implicit Coupling Method for Fluid,Particles,and Large-Deformation Structures
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作者 Xiangxiang Wang Hualong Xie +3 位作者 Yue Yu Min Li Yubin Wang Fei Xing 《Computer Modeling in Engineering & Sciences》 2026年第2期367-401,共35页
This study presents an implicit multiphysics coupling method integrating Computational Fluid Dynamics(CFD),the Multiphase Particle-in-Cell(MPPIC)model,and the Finite Element Method(FEM),implemented with OpenFOAM,Calcu... This study presents an implicit multiphysics coupling method integrating Computational Fluid Dynamics(CFD),the Multiphase Particle-in-Cell(MPPIC)model,and the Finite Element Method(FEM),implemented with OpenFOAM,CalculiX,and preCICE to simulate fluid-particle-structure interactions with large deformations.Mesh motion in the fluid field is handled using the radial basis function(RBF)method.The particle phase is modeled by MPPIC,where fluid-particle interaction is described through momentum exchange,and inter-particle collisions are characterized by collision stress.The structural field is solved by nonlinear FEM to capture large deformations induced by geometric nonlinearity.Coupling among fields is realized through a partitioned,parallel,and non-intrusive iterative strategy,ensuring stable transfer and convergence of interface forces and displacements.Notably,the influence of particles on the structure is not direct but mediated by the fluid,while structural motion directly affects particle dynamics.The results demonstrate that the proposed approach effectively captures multiphysics interaction processes and provides a valuable reference for numerical modeling of coupled fluid-particle-structure systems. 展开更多
关键词 Fluid-particle-structure interaction large deformation partitioned method non-intrusive coupling
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A Cost-Effective Approach to Precisely Estimate Singlet-Triplet Energy Gaps in MR-TADF Molecules:Combining Delta Self-Consistent Field and Time-Dependent Density Functional Theory Methods
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作者 Qian Jina Dong Wang 《Chinese Journal of Chemical Physics》 2026年第1期41-50,I0021-I0032,I0042,共23页
As a novel class of purely organic fluores-cent materials,multiple resonance thermal-ly activated delayed fluorescence(MR-TADF)compounds hold significant promise for next-generation display technologies.The efficiency... As a novel class of purely organic fluores-cent materials,multiple resonance thermal-ly activated delayed fluorescence(MR-TADF)compounds hold significant promise for next-generation display technologies.The efficiency of exciton utilization and the overall performance of organic light-emit-ting devices are closely linked to the singlet-triplet energy gap(ΔE_(ST))of MR-TADF emitters.Identifying an economic and accu-rate theoretical approach to predictΔE_(ST)would be beneficial for high-throughput screening and facilitate the inverse design of MR-TADF molecules.In this study,we evaluated the S_(1)state energy(E(S_(1))),T_(1)state ener-gy(E(T_(1))),andΔE_(ST)using three different physical interpretations:adiabatic excitation ener-gy,vertical absorption energy,and vertical emission energy.We employed the time-depen-dent density functional theory(TDDFT)and delta self-consistent field(ΔSCF)methods to calculate E(S_(1)),E(T_(1)),andΔE_(ST)for 20 MR-TADF molecules reported in the literature.We compared these calculated values with experimental data obtained from fluorescence spec-troscopy at room-temperature(or 77 K)and phosphorescence spectroscopy conducted at 77 K.Our findings indicate that the vertical absorption energy at the S0 state minimum,deter-mined by theΔSCF method,accurately predicts the S_(1)state energy.Similarly,the vertical absorption energy at the S0 state minimum,calculated using the TDDFT method,effectively predicts the T_(1)state energy.TheΔE_(ST)derived from the difference between these two excita-tion energies exhibited the smallest mean absolute error of only 0.039 eV compared to the ex-perimental values.This combination represents the most accurate and cost-effective method reported to date for predicting theΔE_(ST)of MR-TADF molecules,and can be integrated into AI-driven inverse design workflows for new emitters. 展开更多
关键词 Organic light-emitting diode Multiple resonance thermally activated delayed fluorescence emitter Single-triplet energy gap Delta self-consistent field method Time-de-pendent density functional theory method
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Investigation of equivalent strength parameters of soil-rock mixture using numerical manifold method
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作者 Junfeng Li Yongtao Yang +2 位作者 Yang Xia Hong Zheng Shuilin Wang 《Journal of Rock Mechanics and Geotechnical Engineering》 2026年第1期637-650,共14页
As binary geological media,soil-rock mixtures(SRMs)exhibit a distinct gradational composition,leading to their unique mechanical behaviors.To appraise the stability of SRM slopes,it is essential to determine equivalen... As binary geological media,soil-rock mixtures(SRMs)exhibit a distinct gradational composition,leading to their unique mechanical behaviors.To appraise the stability of SRM slopes,it is essential to determine equivalent parameters of SRMs,which are typically obtained through experimental and numerical methods.In contrasted to other numerical methods,the numerical manifold method(NMM)is more effective in addressing SRM problems.This is because the high-precision regular mathematical meshes in NMM can be used without aligning with the soil-rock interfaces and boundaries of SRMs.In the current research,the equivalent strength parameters of SRMs,i.e.the equivalent cohesion ce and internal friction angleϕ_(e),are determined using NMM.Initially,an NMM triaxial numerical model is established and validated based on triaxial experiments.Subsequently,the soil and rock parameters are derived through parameter inversion.Moreover,the impacts of rock content,size,shape and rock blocks'major-axis orientation on ce andϕ_(e) of SRMs are thoroughly examined using the NMM triaxial numerical model.Additionally,a fitting function is proposed to linkϕ_(e) to the rock content and size of SRMs.When other influencing factors are fixed,the above fitting model leads to the following conclusions:(1)the predictedϕ_(e) of SRMs increase with the increase of rock content;and(2)SRM samples with smaller rocks display a higher predictedϕ_(e). 展开更多
关键词 Soil-rock mixtures Equivalent strength parameters Numerical manifold method
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Subtitle Translation Methods of The Good Wife From Functional Equivalence Perspective
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作者 WANG Ya-kun BAO De-wang 《Journal of Literature and Art Studies》 2026年第1期26-30,共5页
The Good Wife is an American TV series that focuses on women’s independence,politics,and law.The drama has been remade in China,Japan,and South Korea.This research aims to use Nida’s Functional Equivalence Theory to... The Good Wife is an American TV series that focuses on women’s independence,politics,and law.The drama has been remade in China,Japan,and South Korea.This research aims to use Nida’s Functional Equivalence Theory to analyze the methods of its English-to-Chinese subtitle translation by considering social,cultural,and historic backgrounds between China and America.After data collection and case analysis,the study found that:(1)Five major translation methods are adopted in the subtitle translation of The Good Wife.They are free translation,variation,literal translation,addition,and omission.Among them,free translation is the most frequently used,while omission is used least.(2)The subtitle translation of films and TV series is limited by time and space restrictions,social-cultural differences,and other factors.When translating,translators should try to use humorous words,euphemism,intonation,and other ways,and combine different methods such as literal translation,free translation,variation,addition,omission,and other methods to seek equivalence both in the meaning and function of subtitles under the guidance of Functional Equivalence Theory. 展开更多
关键词 subtitle translation Functional Equivalence Theory The Good Wife translation methods
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Pile installation effects in natural soft clays:A semi-analytical solution using strain path method
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作者 Liang Li Pan Zhou +3 位作者 Jingpei Li Seyedmohsen Miraei Peng Feng Mingdong Wei 《Journal of Rock Mechanics and Geotechnical Engineering》 2026年第1期728-744,共17页
This paper develops a semi-analytical solution for pile penetration in natural soft clays using the strain path method(SPM).The stress-strain behavior of soils is characterized by the S-CLAY1S model,which can capture ... This paper develops a semi-analytical solution for pile penetration in natural soft clays using the strain path method(SPM).The stress-strain behavior of soils is characterized by the S-CLAY1S model,which can capture the anisotropic evolution and destructuring nature of soft clays.By integrating the S-CLAY1S model into the theoretical framework of the SPM,a set of ordinary differential equations is formulated with respect to the vertical coordinate of soil particles.The distribution of excess pore water pressure(EPWP)following pile installation is approximated through one-dimensional(1D)radial integration around the pile shaft.The distribution of stresses and EPWP,along with the evolution of fabric anisotropy within the soil surrounding the pile,is presented to illustrate the response of pile penetration in natural soft clays.The proposed solution is validated against existing theoretical solutions using the SPM and cavity expansion method(CEM),along with experimental data.The findings demonstrate that the SPM reveals lower radial effective stresses and EPWP at the pile shaft than that of CEM.Pile penetration alters the soil's anisotropic properties,inducing rotational hardening and affecting post-installation stress distribution.Soil destructuration eliminates bonding among particles near the pile,resulting in a complete disruption of soil structure at the pile surface,which is particularly pronounced for higher initial soil structure ratios.Minimal variation was observed in the three principal stresses and shear stress on the cone side surface as the angle increased from 18°to 60°,except for a slight reduction in EPWP. 展开更多
关键词 Pile penetration Strain path method Natural soft clays Anisotropy evolution Destructuration
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