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基于Pro/E标准化特征库进行装配零件的替换 被引量:1
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作者 黄燕钧 陈群 高思颖 《梧州学院学报》 2003年第3期62-64,共3页
本文介绍了一种利用Pro/Engineer2000i的参数特征来构造零件标准化特征库的方法,以及利用Assembly模块下的Program开发工具结合Family Table进行装配件实例替换的操作过程。
关键词 PRO/E 参数特征 Progrmn 标准化特征
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反舰导弹目标分群的位置特征标准化方法研究 被引量:2
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作者 徐建志 赵晓哲 《战术导弹技术》 2009年第4期51-55,共5页
针对海上目标分群问题,介绍了反舰导弹对海上目标分群的两种常用的特征空间坐标及其特征标准化方法,提出了用相关系数、聚类树图和学生残差对海上目标分群进行聚类判定和综合检验的方法.以四种典型目标编队为例,运用M ab lab 7.0进行了... 针对海上目标分群问题,介绍了反舰导弹对海上目标分群的两种常用的特征空间坐标及其特征标准化方法,提出了用相关系数、聚类树图和学生残差对海上目标分群进行聚类判定和综合检验的方法.以四种典型目标编队为例,运用M ab lab 7.0进行了层次化聚类编程计算和分析.结果表明,基于大地直角坐标的特征空间描述方式更有助于海上目标的数据聚类. 展开更多
关键词 反舰导弹 目标分群 数据聚类 学生残差 特征标准化
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广义稠密对称特征问题标准化算法在GPU集群上的有效实现
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作者 刘世芳 赵永华 +1 位作者 于天禹 黄荣锋 《计算机科学》 CSCD 北大核心 2020年第4期6-12,共7页
广义稠密对称特征问题的求解是许多应用科学和工程的主要任务,并且是计算电磁学、电子结构、有限元模型和量子化学等计算中的重要部分。将广义对称特征问题转化为标准对称特征问题是求解广义稠密对称特征问题的关键计算步骤。针对GPU集... 广义稠密对称特征问题的求解是许多应用科学和工程的主要任务,并且是计算电磁学、电子结构、有限元模型和量子化学等计算中的重要部分。将广义对称特征问题转化为标准对称特征问题是求解广义稠密对称特征问题的关键计算步骤。针对GPU集群,文中给出了广义稠密对称特征问题标准化块算法在GPU集群上基于MPI+CUDA的实现。为了适应GPU集群的架构,广义对称特征问题标准化算法将正定矩阵的Cholesky分解与传统的广义特征问题标准化块算法相结合,降低了标准化算法中不必要的通信开销,并且增强了算法的并行性。在基于MPI+CUDA的标准化算法中,GPU与CPU之间的数据传输操作被用来掩盖GPU内的数据拷贝操作,这消除了拷贝所花费的时间,进而提高了程序的性能。同时,文中还给出了矩阵在二维通信网格中行通信域和列通信域之间完全并行的点对点的转置算法和基于MPI+CUDA的具有多个右端项的三角矩阵方程BX=A求解的并行块算法。在中科院计算机网络信息中心的超级计算机系统“元”上,每个计算节点配置2块Nvidia Tesla K20 GPGPU卡及2颗Intel E5-2680 V2处理器,使用多达32个GPU对不同规模矩阵的基于MPI+CUDA的广义对称特征问题标准化算法进行测试,取得了较好的加速效果与性能,并且具有良好的可扩展性。当使用32个GPU对50000×50000阶的矩阵进行测试时,峰值性能达到了约9.21 Tflops。 展开更多
关键词 广义对称特征问题标准化算法 GPU集群 CHOLESKY分解 转置算法 三角矩阵方程
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单位大院生活区规划的标准化与非标准化--以中国科学院中关村北区宿舍为例
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作者 祖晓屹 荆子洋 王志刚 《南方建筑》 CSCD 北大核心 2021年第4期62-66,共5页
揭示新中国成立后,单位大院呈现出的一系列标准化与非标准化特征,并深入剖析其形态价值与产生背景。以中国科学院中关村北区宿舍为例证,探究其不同建设阶段的形态与背后的成因,发现其在建国初期经济水平与集体意识的影响下,呈现出共性... 揭示新中国成立后,单位大院呈现出的一系列标准化与非标准化特征,并深入剖析其形态价值与产生背景。以中国科学院中关村北区宿舍为例证,探究其不同建设阶段的形态与背后的成因,发现其在建国初期经济水平与集体意识的影响下,呈现出共性化的标准化特征;随着国情的发展,又逐渐演化出个性化的非标准化特征。可以看出标准化与非标准化特征一方面影响着单位大院形态的形成与演变,另一方面也是新中国成立至今城市局部发展变迁的载体,从这两个特点的形成背景、空间特征方面进行剖析,可以揭示其具体成因与时代意义,并透视新中国城市局部层面的演化历程。 展开更多
关键词 中科院中关村北区宿舍 标准化特征 标准化特征 规划范式
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基于BayesianOpt-XGBoost的煤电机组碳排放因子预测
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作者 赵敬皓 王娜娜 +1 位作者 蒋嘉铭 田亚峻 《中国环境科学》 EI CAS CSCD 北大核心 2024年第1期417-426,共10页
以贝叶斯参数优化的XGBoost算法为基础,基于机组特征和煤炭特性建立BayesianOpt-XGBoost预测模型,其发电、供热碳排放因子预测的相关系数R^(2)分别为0.91和0.87,绝对误差百分比为2.51%和2.91%.进一步,通过特征标准化方法减少对煤炭特性... 以贝叶斯参数优化的XGBoost算法为基础,基于机组特征和煤炭特性建立BayesianOpt-XGBoost预测模型,其发电、供热碳排放因子预测的相关系数R^(2)分别为0.91和0.87,绝对误差百分比为2.51%和2.91%.进一步,通过特征标准化方法减少对煤炭特性的依赖,模型预测R2分别为0.79和0.77,绝对误差百分比为3.94%和2.75%,精度仍可得到保障.基于该模型分析全国各省区煤电机组碳排放因子并与公布数据进行比较,证明了该模型的有效性.对机组预测结果的分析表明对现存的低容量机组进行改造、对新建造电机组采用大容量高参数可以减少碳排放强度. 展开更多
关键词 碳核算 煤电碳排放因子预测 贝叶斯参数优化 XGBoost 特征标准化
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Characteristics of Drought and Humidification Based on Standardized Precipitation Index in Weifang City during the Past 50 Years 被引量:1
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作者 李树军 袁静 +1 位作者 肖清华 董晨娥 《Agricultural Science & Technology》 CAS 2012年第4期861-866,共6页
[Objective] This study aimed to analyze the evolution characteristics and occurrence patterns of droughts and floods in Weifang City. [Method] Based on the monthly precipitation data during 1961-2010 obtained from nin... [Objective] This study aimed to analyze the evolution characteristics and occurrence patterns of droughts and floods in Weifang City. [Method] Based on the monthly precipitation data during 1961-2010 obtained from nine meteorological sta- tions of Weifang City, by using standardized precipitation index, monthly SPI index of Weifang City during the past 50 years was calculated to analyze the spatial and temporal distribution characteristics of drought and humidification in Weifang City. [Result] The results showed that the variation of drought and humidification had stage characteristics in Weifang City, which was relatively humid in the 1960s and 1970s and developed from extremely humid in early 1960s to dry in late 1970s, persistent drought was observed throughout the range of Weifang City in the 1980s, and the variation tended to be smooth during the 1990s-2000s. Spatial distribution of drought and humidification in Weifang City showed certain regional characteristics. In the 1960s, the mid-west region of Weifang City was relatively humid, while the southeastern region was relatively dry; in the 1970s, there was little difference among the drought and humidification extent in each region; in the 1980s, each region of Weifang City was generally dry, specifically, drought in the southeastern region was the most severe, while drought in the northern region was the slightest; in the 1990s and 2000s, variation of drought and humidification in each region of Weifang City was basically the same. The uneven spatial and temporal distribution of precipi- tation led to abnormal distribution of drought and humidification in some areas, such as the abnormal phenomenon in 1999; the spatial distribution of drought and humidi- fication duration in each generation had their own characteristics, which brought diffi- culties to the unified deployment of drought and flood control departments. [Conclu- sion] This study provided theoretical basis for the drought resistance, waterlogging prevention and disaster reduction in Weifang City under the background of climate change. 展开更多
关键词 Standardized precipitation index DROUGHT HUMIDIFICATION Spatial and temporal characteristics
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Projection of IPCC AR4 Coupled Climate Models for Multitimescale Temperature Variation in Yunnan: A Case Study on Southwest Yunnan from 1960 to 2050 被引量:3
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作者 李少娟 黄樱 屠拉 《Journal of Resources and Ecology》 CSCD 2012年第1期33-42,共10页
Based on daily mean temperature records from 1961 to 2007 at 20 meteorological sites in Southwest Yunnan, and the surface temperature simulated by IPCC AR4 Climate Models, a quantitative examination was undertaken int... Based on daily mean temperature records from 1961 to 2007 at 20 meteorological sites in Southwest Yunnan, and the surface temperature simulated by IPCC AR4 Climate Models, a quantitative examination was undertaken into the characteristics of multi-timescale temperature (AMT, DMT and WMT) variation in Southwest Yunnan. The simulation abilities of the models were also evaluated with the normalized root mean square error (NRMSE) and Mann-Kendal test statistic methods. Temperatures show remarkable increasing trend from 1961 to 2007, with the Mann-Kendall test statistic passing 95% confidence verification. The result of the NRMSE analysis shows that the simulated temperature anomaly variations are more similar to observed ones especially for AMT and DMT, and the projected result (anomalies) of IPCC AR4 climate models can be used for predicting the trends in multi-timescale temperature variation in Southwest Yunnan in the next 40 years under the three emission scenarios, which has better simulating effect on AMT and DMT than WMT. Over the next 40 years the temperature will continue to rise, with annual mean temperature showing a more remarkable rising trend than that of the dry and wet seasons. Temperature anomalies exhibit different increasing rates under different emission scenarios: During the 2020s the rising rates of multi-timescale temperature anomalies in a high greenhouse gases emissions scenario (SRESA2) are smaller than those under a low emission scenario (SRESB1). Except that, the rate of increase in temperature anomalies are the highest in the intermediate emissions scenario (SRESA1B), followed by those in SRESA2, and those in low emissions scenario (SRESB1) are the lowest. The reason of different simulating effects on WMT from AMT and DMT was also discussed. 展开更多
关键词 Southwest Yunnan multi-timescale temperature normalized root mean square error projection of IPCC AR4 Coupled Climate Models
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