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基于经典场景集的风光水虚拟电厂协同调度模型 被引量:84
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作者 邹云阳 杨莉 《电网技术》 EI CSCD 北大核心 2015年第7期1855-1859,共5页
风、光等可再生能源发电具有不确定性、间歇性的特点,如何在不同运行模式下提高可再生能源的可调度性及利用率是当前的研究热点。以含风、光、水电的虚拟电厂自身收益最大化为目标,考虑风、光、水电日内的互补性和运行特性,研究在虚拟... 风、光等可再生能源发电具有不确定性、间歇性的特点,如何在不同运行模式下提高可再生能源的可调度性及利用率是当前的研究热点。以含风、光、水电的虚拟电厂自身收益最大化为目标,考虑风、光、水电日内的互补性和运行特性,研究在虚拟电厂孤岛运行模式下,在给定负荷类型并考虑可中断负荷时的最大供电水平,以及并网运行模式下,考虑备用时的最优申报电量决策。所提出的2种虚拟电厂多电源协同调度随机模型采用Wasserstein距离指标对风电、光伏发电出力的连续概率分布进行最优离散化,进而通过场景缩减技术形成经典场景,从而将随机优化问题转换为确定性优化问题处理,在减少计算量和保证精度间得到适当折中。算例采用某个含风、光、水电的分布式电源示范工程的数据,分析了负荷曲线形状、风电电价、可中断负荷价格、备用价格等因素对虚拟电厂运行的影响,验证了所提模型的有效性和实用性。 展开更多
关键词 分布式发电 虚拟电厂 Wasserstein距离 场景缩减 协同调度
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空间数据库反向最近邻聚类方法 被引量:40
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作者 刘久彪 《吉林大学学报(理学版)》 CAS 北大核心 2019年第2期387-392,共6页
针对当前空间数据库聚类方法未考虑降维后的距离特征反向结果,导致空间数据分量失真,存在聚类精度低、耗时长的问题,提出一种空间数据库反向最近邻聚类方法.首先,通过选取训练样本集实现核矩阵的特征分解,获得其距离特征修正值去除初始... 针对当前空间数据库聚类方法未考虑降维后的距离特征反向结果,导致空间数据分量失真,存在聚类精度低、耗时长的问题,提出一种空间数据库反向最近邻聚类方法.首先,通过选取训练样本集实现核矩阵的特征分解,获得其距离特征修正值去除初始值的影响;然后,根据核主成分分析(KPCA)降维并结合降维后的距离特征反向结果,利用反向最近邻聚类方法与扩展的部分失真搜索法相结合,实现空间数据的聚类;最后利用选定的聚类中心对数据集进行计算,计算数据集第一维分量与聚类中心第一维分量之间的失真,得到反向最近邻,直至所有空间数据均找到所属类别,最终完成空间数据库反向最近邻聚类.实验结果表明,该方法提高了空间数据的聚类精度,减少了空间数据聚类所用时间. 展开更多
关键词 空间数据库 空间距离 数据修正 降维 反向最近邻 聚类方法
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土性相关距离计算的非线性曲线拟合法 被引量:12
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作者 丁继辉 宇云飞 +2 位作者 张庆宏 张梅 李宗惠 《勘察科学技术》 2000年第3期13-16,22,共5页
该文根据Vanmarcke提出的土层概率模型、土性相关距离的定义及方差折减函数I2(h)的基本性质,在递推空间平均法的基础上,提出了曲线拟合法计算相关距离,并从理论上证明了其方法的合理性。该方法克服了以往计算结果受人为影响较大的... 该文根据Vanmarcke提出的土层概率模型、土性相关距离的定义及方差折减函数I2(h)的基本性质,在递推空间平均法的基础上,提出了曲线拟合法计算相关距离,并从理论上证明了其方法的合理性。该方法克服了以往计算结果受人为影响较大的不足。 展开更多
关键词 土层概率模型 相关距离 方差折减 曲线拟合 土性
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一种新的基于距离加权的模板约简K近邻算法 被引量:12
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作者 杨金福 宋敏 李明爱 《电子与信息学报》 EI CSCD 北大核心 2011年第10期2378-2383,共6页
作为一种非参数的分类算法,K近邻(KNN)算法简单有效并且易于实现。但传统的KNN算法认为所有的近邻样本贡献相等,这就使得算法容易受到噪声的干扰,同时对于大的数据集,KNN的计算代价非常大。针对上述问题,该文提出了一种新的基于距离加... 作为一种非参数的分类算法,K近邻(KNN)算法简单有效并且易于实现。但传统的KNN算法认为所有的近邻样本贡献相等,这就使得算法容易受到噪声的干扰,同时对于大的数据集,KNN的计算代价非常大。针对上述问题,该文提出了一种新的基于距离加权的模板约简K近邻算法(TWKNN)。利用模板约简技术,将训练集中远离分类边界的样本去掉,同时按照各个近邻与待测样本的距离为K个近邻赋予不同的权值,增强了算法的鲁棒性。实验结果表明,该方法可以有效地减少训练样本数目,同时还能保持传统KNN的分类精度。 展开更多
关键词 模式识别 距离加权 模板约简 K近邻(KNN)
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Strong synergy between physical and chemical properties:Insight into optimization of atomically dispersed oxygen reduction catalysts 被引量:8
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作者 Yifan Zhang Linsheng Liu +4 位作者 Yuxuan Li Xueqin Mu Shichun Mu Suli Liu Zhihui Dai 《Journal of Energy Chemistry》 SCIE EI CAS CSCD 2024年第4期36-49,共14页
Atomically dispersed catalysts exhibit significant influence on facilitating the sluggish oxygen reduction reaction(ORR)kinetics with high atom economy,owing to remarkable attributes including nearly 100%atomic utiliz... Atomically dispersed catalysts exhibit significant influence on facilitating the sluggish oxygen reduction reaction(ORR)kinetics with high atom economy,owing to remarkable attributes including nearly 100%atomic utilization and exceptional catalytic functionality.Furthermore,accurately controlling atomic physical properties including spin,charge,orbital,and lattice degrees of atomically dispersed catalysts can realize the optimized chemical properties including maximum atom utilization efficiency,homogenous active centers,and satisfactory catalytic performance,but remains elusive.Here,through physical and chemical insight,we review and systematically summarize the strategies to optimize atomically dispersed ORR catalysts including adjusting the atomic coordination environment,adjacent electronic orbital and site density,and the choice of dual-atom sites.Then the emphasis is on the fundamental understanding of the correlation between the physical property and the catalytic behavior for atomically dispersed catalysts.Finally,an overview of the existing challenges and prospects to illustrate the current obstacles and potential opportunities for the advancement of atomically dispersed catalysts in the realm of electrocatalytic reactions is offered. 展开更多
关键词 Atomically dispersed catalysts Coordination environment Electronic orbitals Inter-site distance effect Oxygen reduction reaction
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Radiation exposure and reduction in the operating room: Perspectives and future directions in spine surgery 被引量:10
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作者 Ankur S Narain Fady Y Hijji +3 位作者 Kelly H Yom Krishna T Kudaravalli Brittany E Haws Kern Singh 《World Journal of Orthopedics》 2017年第7期524-530,共7页
Intraoperative imaging is vital for accurate placement of instrumentation in spine surgery. However, the use of biplanar fluoroscopy and other intraoperative imaging modalities is associated with the risk of significa... Intraoperative imaging is vital for accurate placement of instrumentation in spine surgery. However, the use of biplanar fluoroscopy and other intraoperative imaging modalities is associated with the risk of significant radiation exposure in the patient, surgeon, and surgical staff. Radiation exposure in the form of ionizing radiation can lead to cellular damage via the induction of DNA lesions and the production of reactive oxygen species. These effects often result in cell death or genomic instability, leading to various radiation-associated pathologies including an increased risk of malignancy. In attempts to reduce radiation-associated health risks, radiation safety has become an important topic in the medical field. All practitioners, regardless of practice setting, can practice radiation safety techniques including shielding and distance to reduce radiation exposure. Additionally, optimization of fluoroscopic settings and techniques can be used as an effective method of radiation dose reduction. New imaging modalities and spinal navigation systems have also been developed in an effort to replace conventional fluoroscopy and reduce radiation doses. These modalities include Isocentric Three-Dimensional C-Arms, O-Arms, and intraoperative magnetic resonance imaging. While this influx of new technology has advanced radiation safety within the field of spine surgery, more work is still required to overcome specific limitations involving increased costs and inadequate training. 展开更多
关键词 INTRAOPERATIVE imaging Ionizing radiation DNA damage GENOMIC instability SHIELDING distance DOSE reduction SPINAL navigation
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Effects of rolling parameters of snake hot rolling on strain distribution of aluminum alloy 7075 被引量:11
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作者 张涛 吴运新 +2 位作者 龚海 郑细昭 蒋绍松 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2014年第7期2150-2156,共7页
The realization way of snake rolling was introduced. Flow velocity, strain and stress distribution of 7075 aluminum alloy plate during snake rolling and symmetrical rolling were analyzed in Deform 3D. Effects of veloc... The realization way of snake rolling was introduced. Flow velocity, strain and stress distribution of 7075 aluminum alloy plate during snake rolling and symmetrical rolling were analyzed in Deform 3D. Effects of velocity ratio, offset distance between two rolls and pass reduction on the distribution of equivalent strain and shear strain were analyzed. The results show that flow velocity and equivalent strain on the lower layer of the plate are larger than those of the upper layer because of the larger velocity of the lower roll and the gap is increased with the increase of velocity ratio and pass reduction. The shear strain of roiling direction in the center point is almost zero during symmetrical rolling, while it is much larger during snake rolling because of the existence of rub zone. The shear strain is increased with the increase of velocity ratio, offset distance and pass reduction. This additional shear strain is beneficial to improve the in_homogeneous strain distribution. 展开更多
关键词 finite simulation 7075 aluminum alloy snake rolling shear strain velocity ratio offset distance pass reduction
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基于属性重要性的不完备数据填充算法 被引量:10
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作者 陈志奎 吕爱玲 张清辰 《微电子学与计算机》 CSCD 北大核心 2013年第7期167-172,176,共7页
现有的不完备数据填充算法对所有缺失数据采用统一方式填充,没有考虑数据的重要性,效率低,实时性差.因此,本文提出一种基于属性重要性的不完全数据填充算法.通过差分矩阵求得属性约简,根据约简区分重要属性和非重要属性,对于重要属性数... 现有的不完备数据填充算法对所有缺失数据采用统一方式填充,没有考虑数据的重要性,效率低,实时性差.因此,本文提出一种基于属性重要性的不完全数据填充算法.通过差分矩阵求得属性约简,根据约简区分重要属性和非重要属性,对于重要属性数据填充采用改进的马氏距离填充方法,而不重要属性数据填充采用相似度概率填充方法,保证了数据精确度的同时,提高了实时性,具有实用性.最后,实验部分采用数据家庭系统数据和UCI标准数据集分别对算法性能进行了分析,验证了该算法的优越性. 展开更多
关键词 不完备系统 数据填充 马氏距离 属性约简
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一种改进的加速K均值聚类算法 被引量:8
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作者 马俊宏 武丽芬 《太赫兹科学与电子信息学报》 北大核心 2019年第5期885-891,897,共8页
针对当前聚类算法应用于大规模多类别数据集中时,计算量较大,且算法性能严重依赖于K值的不足,提出一种改进的加速K均值聚类算法。算法主要由两种策略组成:一是基于质心下界(PLB)的跳跃过程,新引入称为质心的固定点来计算对象和矩心间距... 针对当前聚类算法应用于大规模多类别数据集中时,计算量较大,且算法性能严重依赖于K值的不足,提出一种改进的加速K均值聚类算法。算法主要由两种策略组成:一是基于质心下界(PLB)的跳跃过程,新引入称为质心的固定点来计算对象和矩心间距离的下界,避免了常见聚类算法在收敛早期过程中的距离计算过程;二是基于不变矩心对(ICP)的跳跃过程,如果矩心更新步骤完成后被分配及未被分配矩心的位置保持不变,则维持对象分配策略不变且无需计算与未被分配矩心之间的距离。此外,还给出了将本文算法与Hamerly算法相结合的拓展算法以进一步提升聚类加速效果。对大规模高维图像数据集进行了仿真实验,结果表明,与Hamerly算法相比,本文算法在获得相同聚类效果的同时,极大地压缩了距离计算量。当K值较大时,本文算法的平均压缩率更高,平均耗时更少。 展开更多
关键词 聚类 距离计算 质心下界 Hamerly算法 拓展算法 压缩率 耗时
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一种修正的马氏距离判别法 被引量:6
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作者 王珂瑶 王惠文 +1 位作者 赵青 王珊珊 《北京航空航天大学学报》 EI CAS CSCD 北大核心 2022年第5期824-830,共7页
马氏距离判别法是一种基于马氏距离的多元统计分析方法,其引入了协方差矩阵的逆矩阵,以排除属性变量的量纲及变量之间的相关性对距离度量的干扰。然而,在属性变量存在严重的多重共线性时,样本协方差矩阵的奇异性会影响其逆矩阵估计的稳... 马氏距离判别法是一种基于马氏距离的多元统计分析方法,其引入了协方差矩阵的逆矩阵,以排除属性变量的量纲及变量之间的相关性对距离度量的干扰。然而,在属性变量存在严重的多重共线性时,样本协方差矩阵的奇异性会影响其逆矩阵估计的稳定性,从而降低马氏距离判别法的有效性。为此,提出了一种修正的马氏距离判别法,采用了一般交叉验证(GCV)方法,在属性变量间存在高度相关性的情况下,选择预测效果最好的变量维度,同时可以对协方差矩阵的逆矩阵进行稳定的估计。修正的马氏距离判别法可以得到可靠的协方差矩阵的估计,提高模型的判别准确率;也可以抵抗样本外的扰动,提高模型的泛化能力。仿真实验结果验证了在属性变量存在严重的多重共线性情形下,修正的马氏距离判别法的判别效果较经典的马氏距离判别法有明显的提升。 展开更多
关键词 马氏距离 判别分析 多重共线性 降维 交叉验证
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基于指数熵加权的降维犹豫模糊兰氏距离测度及应用 被引量:6
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作者 沙秀艳 尹传存 徐泽水 《控制与决策》 EI CSCD 北大核心 2020年第3期728-734,共7页
首先提出几种基于兰氏距离的犹豫模糊集距离测度.然后针对两个犹豫模糊数中的隶属度个数不相等问题,提出新的犹豫模糊数降维方案.该方案不需要反复添加最大最小隶属度数值到犹豫模糊数中,不仅很好地保留了数据的原始信息,而且减少了计... 首先提出几种基于兰氏距离的犹豫模糊集距离测度.然后针对两个犹豫模糊数中的隶属度个数不相等问题,提出新的犹豫模糊数降维方案.该方案不需要反复添加最大最小隶属度数值到犹豫模糊数中,不仅很好地保留了数据的原始信息,而且减少了计算距离时的计算量.针对属性权重信息完全未知的情况,采用实际数据信息构造犹豫模糊指数熵,并利用信息熵最小化原则计算得到属性权重.最后利用指数熵加权的降维犹豫模糊兰氏距离测度,结合实际的医疗诊断数据进行实例分析.结果表明,所提出的基于指数熵加权的降维犹豫模糊兰氏距离测度不仅在λ取不同值时诊断结果一致,而且减少了计算量,提高了诊断效率,对实时、有效的医疗诊断具有一定的应用价值. 展开更多
关键词 犹豫模糊集 兰氏距离 降维 指数熵
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A Workable Solution for Reducing the Large Number of Vehicle and Pedestrian Accidents Occurring on a Yellow Light
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作者 Pranav Gupta Silki Arora 《Journal of Transportation Technologies》 2024年第1期82-87,共6页
Traffic intersections are incredibly dangerous for drivers and pedestrians. Statistics from both Canada and the U.S. show a high number of fatalities and serious injuries related to crashes at intersections. In Canada... Traffic intersections are incredibly dangerous for drivers and pedestrians. Statistics from both Canada and the U.S. show a high number of fatalities and serious injuries related to crashes at intersections. In Canada, during 2019, the National Collision Database shows that 28% of traffic fatalities and 42% of serious injuries occurred at intersections. Likewise, the U.S. National Highway Traffic Administration (NHTSA) found that about 40% of the estimated 5,811,000 accidents in the U.S. during the year studied were intersection-related crashes. In fact, a major survey by the car insurance industry found that nearly 85% of drivers could not identify the correct action to take when approaching a yellow traffic light at an intersection. One major reason for these accidents is the “yellow light dilemma,” the ambiguous situation where a driver should stop or proceed forward when unexpectedly faced with a yellow light. This situation is even further exacerbated by the tendency of aggressive drivers to inappropriately speed up on the yellow just to get through the traffic light. A survey of Canadian drivers conducted by the Traffic Injury Research Foundation found that 9% of drivers admitted to speeding up to get through a traffic light. Another reason for these accidents is the increased danger of making a left-hand turn on yellow. According to the National Highway Traffic Safety Association (NHTSA), left turns occur in approximately 22.2% of collisions—as opposed to just 1.2% for right turns. Moreover, a study by CNN found left turns are three times as likely to kill pedestrians than right turns. The reason left turns are so much more likely to cause an accident is because they take a driver against traffic and in the path of oncoming cars. Additionally, most of these left turns occur at the driver’s discretion—as opposed to the distressingly brief left-hand arrow at busy intersections. Drive Safe Now proposes a workable solution for reducing the number of accidents occurring during a yellow light at inters 展开更多
关键词 Traffic Accidents Yellow Light Traffic Light Signals INTERSECTION Crashes Collision Traffic Fatalities Traffic Injuries Vehicles SAFETY Speed Limit Driving Pedestrians Bicyclists MOTORCYCLISTS Caution Line Yellow Light Dilemma Left Hand Turn on Yellow distance Smart Road Technology Signs Signage Autonomous Vehicles AVs Road Safety IoT Internet of Things Infrastructure Accident reduction Driving Habits Stop Line Red Light Jumping Pedestrian Safety Caution Light Stopping at Intersection Safety at Intersections
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基于IWOA-VMD算法的管道泄漏信号降噪方法
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作者 杨振 《石油化工自动化》 CAS 2024年第3期19-23,共5页
管道泄漏信号淹没在背景噪声中,会导致定位检测困难。改进鲸鱼算法(IWOA),实现对变分模态分解(VMD)算法中分解尺度和惩罚因子的组合寻优,并计算本征模态分量概率密度值与原始信号概率密度值之间的欧式距离,确定有效信号和噪声信号的分界... 管道泄漏信号淹没在背景噪声中,会导致定位检测困难。改进鲸鱼算法(IWOA),实现对变分模态分解(VMD)算法中分解尺度和惩罚因子的组合寻优,并计算本征模态分量概率密度值与原始信号概率密度值之间的欧式距离,确定有效信号和噪声信号的分界点,进而实现信号重构。结果表明,仿真信号降噪后,不仅可检测到1Hz的低频谐波信号,且检测到的其余频率谐波信号的频率和幅值更加精确;通过放油实验模拟现场泄漏信号,与其他降噪算法相比,IWOA-VMD算法的重构信号具有较大的信噪比和较小的均方误差,对缓慢泄漏信号的检测和定位具有较强的适应性。研究结果可为管道完整性管理水平的提升提供理论依据。 展开更多
关键词 鲸鱼算法 变分模态分解 欧式距离 降噪 信噪比
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金课背景下融入课程思政元素的教学设计探索——以高等数学课程中“距离问题”为例
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作者 李兴东 屈明双 +1 位作者 李杰梅 张睿 《高等数学研究》 2024年第5期78-82,共5页
以高等数学课程中“距离问题”为例,对如何融入课程思政元素以及如何满足“两性一度”的金课要求进行了教学设计与实践探索,为金课建设与课程思政建设等教学改革提供参考.
关键词 金课 课程思政 距离 投影 化归法
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改进的区间值决策表决策代价最小化属性约简
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作者 梁艳玲 唐孝 周施吉 《模糊系统与数学》 北大核心 2024年第1期131-144,共14页
近年来,基于贝叶斯决策代价最小化的属性约简在三支决策区间值系统中引起了众多学者的关注.然而在构造损失函数时,少有研究考虑由于相容等价类之间的差异性对约简结果带来的影响,针对这一问题,提出一种基于距离度量的决策代价最小化属... 近年来,基于贝叶斯决策代价最小化的属性约简在三支决策区间值系统中引起了众多学者的关注.然而在构造损失函数时,少有研究考虑由于相容等价类之间的差异性对约简结果带来的影响,针对这一问题,提出一种基于距离度量的决策代价最小化属性约简方法.文章首先通过度量决策类与相容类之间的距离,建立综合损失函数来描述对象之间的差异信息;然后根据贝叶斯决策规则和预先给定的初始代价函数,构建了自适应閾值对的计算方法,建立了区间值决策系统中决策成本最小化的属性约简算法;最后给出算例,结果表明所提出的约简算法能获得决策成本更小的约简结果,且在理论上更具有合理性。 展开更多
关键词 区间值决策系统 三支决策 代价函数 距离度量 属性约简
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等离子体合成射流激波-激波干扰控制数值模拟 被引量:3
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作者 崔龙泉 周岩 +5 位作者 谢玮 罗振兵 彭文强 程盼 王林 邓雄 《空军工程大学学报》 CSCD 北大核心 2023年第2期2-9,共8页
为了减弱高超声速飞行器头激波和侧翼前缘激波的干扰,建立了等离子体合成射流对高超声速飞行器激波-激波干扰控制的仿真模型,分析了等离子体合成射流激波-激波干扰控制的流场特性,探究了等离子体合成射流进行高超声速飞行器激波-激波干... 为了减弱高超声速飞行器头激波和侧翼前缘激波的干扰,建立了等离子体合成射流对高超声速飞行器激波-激波干扰控制的仿真模型,分析了等离子体合成射流激波-激波干扰控制的流场特性,探究了等离子体合成射流进行高超声速飞行器激波-激波干扰控制的效果,开展了激励器安装位置以及激励器注入能量的参数影响研究。研究表明:等离子体合成射流产生的弓形激波能使头激波抬起一定角度,减小头激波和侧翼前缘激波干扰,达到控制激波-激波干扰区热流和压力的效果;随着出口距离的增大,对热流和压力的控制效果先增大后减小;在一定范围内,注入能量越高,控制效果越好。 展开更多
关键词 等离子体 合成射流 激波-激波干扰 出口距离 降热
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Regulating atomic Fe-Rh site distance for efficient oxygen reduction reaction
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作者 Tong Liu Yudan Chen +9 位作者 Airong Xu Xiaokang Liu Dong Liu Sicheng Li Hui Huang Li Xu Shuaiwei Jiang Qiquan Luo Tao Ding Tao Yao 《Science China Chemistry》 SCIE EI CAS CSCD 2024年第4期1352-1359,共8页
Exploring the atomic interaction mechanisms of dense single-atom catalysts(SACs)is of great significance for their application in oxygen reduction reaction(ORR).However,the intrinsic mechanism of the site-distance eff... Exploring the atomic interaction mechanisms of dense single-atom catalysts(SACs)is of great significance for their application in oxygen reduction reaction(ORR).However,the intrinsic mechanism of the site-distance effect on the catalytic performance has been largely ignored.Here,we demonstrate the site-distance effect of Fe-Rh_(x)@NC catalysts in ORR theoretically and experimentally.Bader charge analysis reveals that the strong interaction between Fe and Rh atoms at a certain atomic distance(dFe-Rh)alters the catalytic electronic structure,facilitating the optimization of catalyst adsorption strength.Motivated by the theoretical calculations,we designed and synthesized the Fe-Rhx@NC catalysts through a spatial confinement strategy.The characterization results prove that the Fe-Rh_(2)@NC has the optimal d_(Fe-Rh),which improves its intrinsic ORR activity,providing a half wave potential of 0.91 V,higher than that of the commercial Pt/C(0.86 V).This study emphasizes the importance of determining the basic mechanism of the site-distance effect in dissimilar metal atoms catalysts,which is conducive to the design of efficient catalyst systems for practical applications. 展开更多
关键词 Density functional theory single-atom catalyst in-situ encapsulating site-distance effect oxygen reduction reaction
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Improved lower bound for the complexity of unique shortest vector problem
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作者 Baolong Jin Rui Xue 《Cybersecurity》 EI CSCD 2024年第3期102-110,共9页
Unique shortest vector problem(uSVP)plays an important role in lattice based cryptography.Many cryptographic schemes based their security on it.For the cofidence of those applications,it is essential to clarify the co... Unique shortest vector problem(uSVP)plays an important role in lattice based cryptography.Many cryptographic schemes based their security on it.For the cofidence of those applications,it is essential to clarify the complex-ity of uSVP with different parameters.However,proving the NP-hardness of usVP appears quite hard.To the state of the art,we are even not able to prove the NP-hardness of usVP with constant parameters.In this work,we gave a lower bound for the hardness of usVP with constant parameters,i.e.we proved that uSVP is at least as hard as gap shortest vector problem(GapSVP)with gap of O(√n/log(n)),which is in NP n coAM.Unlike previous works,our reduction works for paramters in a bigger range,especially when the constant hidden by the big-O in GapsVP is smallerthan1. 展开更多
关键词 Computational complexity Unique shortest vector problem Bounded distance decoding Complexity reduction
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TFC-Reducing:一种基于属性语义距离和规则的文本型形式背景约简方法 被引量:3
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作者 杨小平 何伟 +1 位作者 孙亚琳 廖俊宇 《小型微型计算机系统》 CSCD 北大核心 2012年第10期2170-2176,共7页
形式概念分析作为数据分析和知识处理的形式化工具,可以有效的从海量文本数据中挖掘出人们感兴趣的知识,受到许多研究人员的推崇.形式概念分析的前提条件是必须有一个纯净、良好定义的形式背景.从文本中直接提取特征词,利用文本-特征词... 形式概念分析作为数据分析和知识处理的形式化工具,可以有效的从海量文本数据中挖掘出人们感兴趣的知识,受到许多研究人员的推崇.形式概念分析的前提条件是必须有一个纯净、良好定义的形式背景.从文本中直接提取特征词,利用文本-特征词形成的文本型形式背景(Textual Formal Context TFC)是一个高度稀疏的二维表,带有很多的噪音信息,严重影响形式概念分析的建格效率以及概念格的结构.因此找到一种有效的文本型形式背景约简方法很有必要.本文综合考虑文本型形式背景的本质特征,从属性语义距离和数学原理出发,提出了一种文本型形式背景的约简方法TFC-Reducing,并给出文本型形式背景约简的评价方法--信息损失熵和语义覆盖度. 展开更多
关键词 文本型形式背景 语义距离 属性约简 领域主题词表
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Ultimate strength of single shear bolted connections with cold-formed ferritic stainless steel 被引量:3
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作者 Jin-seong LIM Tae-soo KIM Seung-hun KIM 《Journal of Zhejiang University-Science A(Applied Physics & Engineering)》 SCIE EI CAS CSCD 2013年第2期120-136,共17页
This paper is focused on the structural behavior of the single shear bolted connections with thin-walled ferritic stainless steel.The purpose of this study is to investigate the ultimate behaviors,such as ultimate str... This paper is focused on the structural behavior of the single shear bolted connections with thin-walled ferritic stainless steel.The purpose of this study is to investigate the ultimate behaviors,such as ultimate strength and fracture mode of the single shear bolted connections of thin-walled ferritic stainless steel(low cost steel) rather than austenitic stainless steel(high cost steel).Bolt arrangement and end distance parallel to the direction of applied load are considered as main variables of the test specimens for bolted connections.Specimens have a constant dimension of edge distance perpendicular to the loading direction,bolt diameter,pitch,and gauge.A monotonic tensile test for specimens has been carried out and some bolted connections with long end distance showed curling(out of plane deformation) occurrence which led to strength reduction.The ultimate behaviors such as fracture mode,ultimate strength are compared with those predicted by current design codes.Further,conditions of curling occurrence and the strength reduction due to curling are investigated and modified strength equations are suggested considering the curling effect. 展开更多
关键词 Cold-formed ferritic stainless steel Bolted connection Bolt arrangement End distance CURLING Strength reduction
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