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Recognition of dynamically varying PRI modulation via deep learning and recurrence plot 被引量:1
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作者 WANG Pengcheng LIU Weisong LIU Zheng 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2023年第4期815-826,共12页
Recognition of pulse repetition interval(PRI)modulation is a fundamental task in the interpretation of radar intentions.However,the existing PRI modulation recognition methods mainly focus on single-label classificati... Recognition of pulse repetition interval(PRI)modulation is a fundamental task in the interpretation of radar intentions.However,the existing PRI modulation recognition methods mainly focus on single-label classification of PRI sequences.The prerequisite for the effectiveness of these methods is that the PRI sequences are perfectly divided according to different modulation types before identification,while the actual situation is that radar pulses reach the receiver continuously,and there is no completely reliable method to achieve this division in the case of non-cooperative reception.Based on the above actual needs,this paper implements an algorithm based on the recurrence plot technique and the multi-target detection model,which does not need to divide the PRI sequence in advance.Compared with the sliding window method,it can more effectively realize the recognition of the dynamically varying PRI mo dulation. 展开更多
关键词 you look only once(YOLO) pulse repetition interval(PRI)modulation recurrence plot
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Construction of Split-Plot Designs with General Minimum Lower Order Confounding
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作者 Kexin Li Beichen Han Zhenzhen Niu 《Open Journal of Applied Sciences》 CAS 2023年第3期261-274,共14页
Fractional factorial split-plot design has been widely used in many fields due to its advantage of saving experimental cost. The general minimum lower order confounding criterion is usually used as one of the attracti... Fractional factorial split-plot design has been widely used in many fields due to its advantage of saving experimental cost. The general minimum lower order confounding criterion is usually used as one of the attractive design criterion for selecting fractional factorial split-plot design. In this paper, we are interested in the theoretical construction methods of the optimal fractional factorial split-plot designs under the general minimum lower order confounding criterion. We present the theoretical construction methods of optimal fractional factorial split-plot designs under general minimum lower order confounding criterion under several conditions. 展开更多
关键词 Fractional Factorial Design General Minimum Lower Order Confounding Criterion Split-plot Design
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利用原位连续测定水汽δ^(18)O值和Keeling Plot方法区分麦田蒸散组分 被引量:32
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作者 袁国富 张娜 +2 位作者 孙晓敏 温学发 张世春 《植物生态学报》 CAS CSCD 北大核心 2010年第2期170-178,共9页
利用稳定同位素技术和Keeling Plot方法可以有效分割地表蒸散量,进而加深对陆地生态系统水循环的理解。该研究通过原位连续测定麦田的水汽同位素数据,评价Keeling Plot方法在分割地表蒸散中的应用,并揭示华北冬小麦(Triticum aes-tivum... 利用稳定同位素技术和Keeling Plot方法可以有效分割地表蒸散量,进而加深对陆地生态系统水循环的理解。该研究通过原位连续测定麦田的水汽同位素数据,评价Keeling Plot方法在分割地表蒸散中的应用,并揭示华北冬小麦(Triticum aes-tivum)蒸腾在总蒸散中的比例。实验于2008年3-5月在中国科学院栾城农业生态站进行,利用国际上先进的H218O、HD16O激光痕量气体分析仪(TDLAS)为基础构建的大气水汽18O/16O和D/H同位素比原位连续观测系统,同时利用涡度相关技术、真空抽提技术、同位素质谱仪技术,获取了必要的数据。研究分析了一天中不同时间段的连续的大气水汽δ18O与水汽浓度倒数拟合Keeling Plot曲线的差异和可能的原因。结果显示,中午时段的拟合结果较好,这也暗示中午时段蒸腾速率高时最可能满足植物蒸腾的同位素稳定态假设。进一步的分析发现植物蒸腾的同位素稳定态并不总是成立,尤其是水分胁迫下进入成熟期的小麦,其蒸腾水汽同位素一般处于非稳定态。利用同位素分割结果显示,生长盛期麦田94%-99%的蒸散来源于植物蒸腾。 展开更多
关键词 通量分割 Keeling plot 稳定同位素 激光痕量气体分析仪(TDLAS)
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Community Structure and Diversity Distributions of Small Mammals in Different Sample Plots in the Eastern Part of Wuling Mountains 被引量:13
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作者 刘井元 杜红 +3 位作者 田耕百 余品红 王身文 彭红 《Zoological Research》 CAS CSCD 北大核心 2008年第6期637-645,共9页
Five years' (2000-2004) continuous study has been carried out on small mammals such as rodents in seven different sample plots, at three different altitudes and in six different ecological environment types in the ... Five years' (2000-2004) continuous study has been carried out on small mammals such as rodents in seven different sample plots, at three different altitudes and in six different ecological environment types in the eastern part of the Wuling Mountains, south bank of the Three Gorges of Yangtze River in Hubei. A total of 29 297 rat clamps/times were placed and 2271 small mammals such as rodents were captured, and 26 small mammals were captured by other means. All the small mammals captured belonged to 8 families 19 genera and 24 species, of which rodentia accounted for 70.83% and insectivora 29.17%. Through analysis of the data, the results showed that: 1 ) although the species richness had a trend of increasing along different sample plots as altitude increased from south to north, quite a few species showed a wide habitat range in a vertical distribution ( 15 species were dispersed over three zones and two species over two zones) , indicating a strong adaptability of small mammals such as rOdents at lower altitudes in most areas and comparatively less vertical span of entire mountains; 2) whether in seven different sample plots or six different ecological types, Apodemus agrarius and Rattus norvegicus were dominant species below 1200m, and Anourosorex squamipes, Niviventer confucianus and Apodemus draco were dominant above altitudes of 1300m, however, in quantity they were short of identical regularity, meaning they did not increase as the altitude did, or decrease as the ecological areas changed; 3)the density in winter was obviously greater than that in spring, and the distribution showed an increasing trend along with altitude, but the density in different sample plots was short of identical regularity, showing changes in different seasons and altitude grades had an important impact on small mammals such as rodents; 4) in species diversity and evenness index, there were obvious changes between the seven different sample plots, probably caused by frequent human interference in this area. Comparatively speaking, there was less human interference at high altitudes where vegetation was rich and had a high diversity and evenness index, and the boundary effect and community stability were obvious. Most ecological types have been seriously interfered with due to excessive assart at low altitudes with singular vegetation and low diversity and evenness index and poor community stability, showing an ecosystem with poor anti-reversion. If human interference can be reduced in those communities at high altitudes with low diversity and evenness index, the biological diversity in the communities will gradually recover to similar levels of other ecological areas. 展开更多
关键词 Small mammals Community structure Species diversity Sample plots Eastern part of Wuling Mountains
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高效PLOT碳分子筛石英毛细管柱的研制及其性能研究 被引量:5
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作者 赵国宏 曾庆梅 +3 位作者 孔德玮 吴行阳 雷晓强 吕祖芳 《分析测试学报》 CAS CSCD 1999年第5期60-61,共2页
选用碳分子筛作吸附剂 ,用液相沉淀法涂渍出高效PLOT碳分子筛石英毛细管色谱柱 ,并对其色谱性能进行了考察。结果表明 ,该色谱柱具有良好的分离特性 ,1次进样可分离出O2、N2、CO、CO2、CH4、C2H2、C2H4、C2H6 等组分;适用于炼厂气、烟... 选用碳分子筛作吸附剂 ,用液相沉淀法涂渍出高效PLOT碳分子筛石英毛细管色谱柱 ,并对其色谱性能进行了考察。结果表明 ,该色谱柱具有良好的分离特性 ,1次进样可分离出O2、N2、CO、CO2、CH4、C2H2、C2H4、C2H6 等组分;适用于炼厂气、烟道气、水煤气及变压器油溶解气等的分析。 展开更多
关键词 plot 多孔层开管柱 气体分析 碳分子筛 色谱柱
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PLOT柱分离GC-MS法测定酿酒发酵产品中的微量丁二酮和苯乙烯 被引量:3
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作者 刘绍从 吕刚 +2 位作者 赵好力宝 李德泉 刘军 《分析测试学报》 CAS CSCD 北大核心 2006年第1期127-129,共3页
用PLOT柱分离,气相色谱-质谱联用对酿酒发酵产品中微量丁二酮和苯乙烯含量进行测定。GC条件为:毛细管色谱柱,HP-PLOTU,30m×0.32mm×10μm;载气(He)流速,1.5mL/min;进样口温度,200℃;柱温,180℃;分流比。50:1... 用PLOT柱分离,气相色谱-质谱联用对酿酒发酵产品中微量丁二酮和苯乙烯含量进行测定。GC条件为:毛细管色谱柱,HP-PLOTU,30m×0.32mm×10μm;载气(He)流速,1.5mL/min;进样口温度,200℃;柱温,180℃;分流比。50:1;进样量0.5μL。MS条件:电子轰击电离源能量。70eV;选择离子扫描方式;溶剂延迟。3.0min。结果表明:丁二酬和乙醇达到基线分离。在25min内一次完成对酿酒发酵产品中微量丁二酮和苯乙烯含量的分离测定。方法的检出限为0.01mg/L,相对标准偏差小于2.0%,平均加标回收率为95%~104%。 展开更多
关键词 plot 气相色谱-质谱 丁二酮 苯乙烯 酿酒发酵产品
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Al_2O_3 PLOT柱的制备与应用 被引量:3
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作者 王国俊 尤进茂 欧庆瑜 《分析化学》 SCIE EI CAS CSCD 北大核心 1989年第11期979-983,共5页
本文报道了Al_2O_3 PLOT柱的制备方法。该柱适用于C_1—C_5碳氢化合物的分析。制柱方法简单,柱的使用性能不受载气湿度影响,该柱使用一年后仍能保持良好的热稳定性和重复性,失效后可以再生。本文还列举了一些应用实例。
关键词 气相色谱 毛细管柱 plot 氧化铝
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原位聚合法制备多孔高聚物PLOT柱涂层厚度的计算公式 被引量:1
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作者 阮宗琴 刘汉勋 《色谱》 CAS CSCD 北大核心 1995年第1期1-3,共3页
讨论了原位聚合法制备有机多孔高聚物PLOT柱中毛细管半径r,反应液浓度C及涂层厚度d_s的关系,并通过实验建立了一个计算涂层厚度d_s的经验公式。
关键词 气相色谱 高聚物 plot 涂层厚度 毛细管柱
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Box-plot-SA-BP:变压器DGA多参量故障诊断模型
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作者 周威振 赵银山 +1 位作者 王兴 张鹏望 《电力大数据》 2023年第5期44-52,共9页
油中溶解气体分析(DGA)方法是一种典型的充油电力设备故障诊断方法,广泛应用于电力变压器故障检测与状态评估,但由于样本数据的可靠性和诊断模型的有效性影响,导致DGA诊断方法准确率较低。文中提出了一种Box-plot-SA-BP模型,首先,采用Bo... 油中溶解气体分析(DGA)方法是一种典型的充油电力设备故障诊断方法,广泛应用于电力变压器故障检测与状态评估,但由于样本数据的可靠性和诊断模型的有效性影响,导致DGA诊断方法准确率较低。文中提出了一种Box-plot-SA-BP模型,首先,采用Box-plot数据检测法去除异常数据以解决数据质量的问题,然后,利用自注意力机制(Self-attention, SA)准确捕捉多参量样本数据间的联系,提取更加稳定可靠的特征,最后设计BP网络多分类模型实现变压器故障诊断。对比实验证明了Box-plot-SA-BP模型的良好性能,具有较高的应用价值。 展开更多
关键词 油中溶解气体分析 箱线图 自注意力机制 BP神经网络 变压器故障诊断
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SigmaPlot软件在物理化学实验中的应用 被引量:6
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作者 李瑜 宋玉苏 饶秋华 《广东微量元素科学》 CAS 2014年第11期12-18,共7页
SigmaPlot软件功能强大,使用方便、快捷,普遍用于数据分析和科研绘图。将其应用到物理化学实验数据处理、计算以及对所作的图形进行线性拟合、非线性曲线拟合,不仅简化了数据处理的过程,而且还提高了分析结果的准确度,同时也可以培养学... SigmaPlot软件功能强大,使用方便、快捷,普遍用于数据分析和科研绘图。将其应用到物理化学实验数据处理、计算以及对所作的图形进行线性拟合、非线性曲线拟合,不仅简化了数据处理的过程,而且还提高了分析结果的准确度,同时也可以培养学生运用现代技术手段学习物理化学实验科学规律的能力。该文以物理化学实验教学中相关实验数据处理为例,探讨了SigmaPlot在物理化学实验教学中运用的基本原理和方法。 展开更多
关键词 Sigmaplot软件 实验教学 数据处理 物理化学
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Spatial and temporal analysis of beta diversity in the Barro Colorado Island forest dynamics plot, Panama 被引量:3
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作者 Pierre Legendre Richard Condit 《Forest Ecosystems》 SCIE CSCD 2019年第1期76-86,共11页
Background: Ecologists are interested in assessing the spatial and temporal variation in ecological surveys repeated over time. This paper compares the 1985 and 2015 surveys of the Barro Colorado Forest Dynamics plot(... Background: Ecologists are interested in assessing the spatial and temporal variation in ecological surveys repeated over time. This paper compares the 1985 and 2015 surveys of the Barro Colorado Forest Dynamics plot(BCI), Panama,divided into 1250(20 m × 20 m) quadrats.Methods, spatial analysis: Total beta diversity was measured as the total variance of the Hellinger-transformed community data throughout the BCI plot. Total beta was partitioned into contributions of individual sites(LCBD indices), which were tested for significance and mapped.Results, spatial analysis: LCBD indices indicated the sites with exceptional community composition. In 1985,they were mostly found in the swamp habitat. In the 2015 survey, none of the swamp quadrats had significant LCBDs.What happened to the tree community in the interval?Methods, temporal analysis: The dissimilarity in community composition in each quadrat was measured between time 1(1985) and time 2(2015). Temporal Beta Indices(TBI) were computed from abundance and presence-absence data and tested for significance. TBI indices can be decomposed into B = species(or abundances-per-species) losses and C = species(or abundances-per-species) gains. B-C plots were produced; they display visually the relative importance of the loss and gain components, through time, across the sites.Results, temporal analysis: In BCI, quadrats with significant TBI indices were found in the swamp area, which is shrinking in importance due to changes to the local climate. A published habitat classification divided the BCI forest plot into six habitat zones. Graphs of the B and C components were produced for each habitat group. Group 4(the swamp) was dominated by species(and abundances-per-species) gains whereas the five other habitat groups were dominated by losses, some groups more than others.Conclusions: We identified the species that had changed the most in abundances in the swamp between T1 and T2.This analysis supported the hypothesis that the swamp is drying out and is invaded by species from the surrounding area. Analysis of the B and C components of temporal beta diversity bring us to the heart of the mechanisms of community change through time: losses(B) and gains(C) of species, losses and gains of individuals of various species. TBI analysis is especially interesting in species-rich communities where we cannot examine the changes in every species individually. 展开更多
关键词 BETA DIVERSITY B-C plotS BCI forest dynamics plot Space-time analysis Temporal BETA DIVERSITY
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基于QCustomPlot和Qt的曲线绘制及显示技术 被引量:3
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作者 钟权 沈静波 路伟欣 《科技视界》 2017年第6期46-47,共2页
为了能够从多个角度更加直观地显示雷达探测目标的参数信息。提出一种在Qt平台下开发的基于QcustomPlot的曲线绘制和显示技术。该技术可以方便灵活的定制曲线窗和曲线外观,简化了曲线窗的绘制流程,降低了曲线窗绘制显示技术的开发难度... 为了能够从多个角度更加直观地显示雷达探测目标的参数信息。提出一种在Qt平台下开发的基于QcustomPlot的曲线绘制和显示技术。该技术可以方便灵活的定制曲线窗和曲线外观,简化了曲线窗的绘制流程,降低了曲线窗绘制显示技术的开发难度。在某型雷达显控软件中,使用该技术对雷达的参数进行曲线化显示。结果表明,该技术可以清晰流畅且直观地显示雷达参数的变化情况。 展开更多
关键词 曲线绘制 QCustom plot Qt平台 雷达显示
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利用.PLT文件和PLOT绘制工程图形 被引量:1
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作者 王常明 《计算机应用研究》 CSCD 1994年第6期32-33,51,共3页
PLOT是SURFER软件中一个图形输出程序,.PLT文件则是由TOPO和SURF形成的绘图文件。在SURFER绘图过程中发现,PLT文件是由一组绘图命令组合的。根据其结构可以用高级语言编制类型众多的绘图程序,扩展了... PLOT是SURFER软件中一个图形输出程序,.PLT文件则是由TOPO和SURF形成的绘图文件。在SURFER绘图过程中发现,PLT文件是由一组绘图命令组合的。根据其结构可以用高级语言编制类型众多的绘图程序,扩展了SURFER的绘图功能。本文就.PLT文件的形成和PLOT绘制图形作了探讨。 展开更多
关键词 PLT文件 plot 工程图形 绘图软件
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中国股市和债市传导效应的Chi-plot研究 被引量:2
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作者 王璐 《数理统计与管理》 CSSCI 北大核心 2008年第3期520-524,共5页
股票市场和债券市场之间的价格波动会对整个金融市场甚至国家的金融体系产生深远的影响。研究它们之间的传导效应,可以定量化了解它们的互动关系,认识两个市场的相互作用机理,提高它们抵御金融风险的能力等。Chi-plot方法是一种测度变... 股票市场和债券市场之间的价格波动会对整个金融市场甚至国家的金融体系产生深远的影响。研究它们之间的传导效应,可以定量化了解它们的互动关系,认识两个市场的相互作用机理,提高它们抵御金融风险的能力等。Chi-plot方法是一种测度变量关联性的图方法,通过图形特征清晰表现出变量间的影响关系。在绘制中国股市和债市cbi-plot基础上,检验了它们之间传导效应的存在性,并形象直观的表现出传导的动态效应和强度,这些都是传统方法无法比拟的。最后文章从理论上解析了股市和债市传导效应存在的动因。 展开更多
关键词 股票市场 债券市场 传导效应 Chi-plot
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基于PLOT算法的测井数据压缩 被引量:2
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作者 刘咏梅 杨成 +1 位作者 马利民 刘刚 《电脑学习》 2002年第1期8-9,共2页
油井测井曲线数据压缩的主要目的是减少数据冗余和相关性,简化测井曲线的特征提取过程,并且可以大幅度地降低数据存储容量。本文利用分段线性在线趋势化(PLOT)方法,来对油井曲线数据进行压缩。
关键词 测井数据 数据压缩 plot算法 油井
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Excavating and Expressing the Individuality Culture in the Environmental Landscape Design of Residential Plot——Taking the Environmental Landscape Section of ‘Miaojiang·Yujinyuan’ Residential Plot in Taijiang County of Guizhou Province as an Example
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作者 王志泰 包玉 张静 《Journal of Landscape Research》 2009年第6期1-4,共4页
Local culture resources were excavated and expressed in environmental landscape section of ‘Miaojiang ·Yujinyuan’ residential plot in Taijiang County of Guizhou Province, with lusheng, Bronze drum and national ... Local culture resources were excavated and expressed in environmental landscape section of ‘Miaojiang ·Yujinyuan’ residential plot in Taijiang County of Guizhou Province, with lusheng, Bronze drum and national architecture as design elements. Making environmental landscape of residential plot, where the minority nationality lived in, possess culture agreement and emotion arrangement. 展开更多
关键词 RESIDENTIAL plot Environmental LANDSCAPE INDIVIDUALITY CULTURE Expression
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Impacts of Excessive Soaking on N, P, and K in Substrates Plots and Seedling Growth
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作者 王甲辰 左强 +4 位作者 谷佳林 肖强 邹国元 张琳 王美菊 《Agricultural Science & Technology》 CAS 2012年第1期158-161,180,共5页
[Objective] The aim was to study on impacts of excessive soaking N, P, and K insubstrate plots of and seedling growth. [Method] Substrate was designed to add additional 1/2 water after saturation and expansion. Dispos... [Objective] The aim was to study on impacts of excessive soaking N, P, and K insubstrate plots of and seedling growth. [Method] Substrate was designed to add additional 1/2 water after saturation and expansion. Disposable excessive soak- ing and regression relation of nutrition infusion of substrate plots were studied by design of 13 time gradient. Plant nutrition absorption and growth effects after sub- strate plots immersed by water were investigated by growing tomato. [Result] Con- centration and time of the three nutrition immersed in water had the regression equation of each, as follows: N=-2E-05t2+0.016 lt+2.0553, P=0.002 2t+2.248 5 and K=0.004 7t+0.875 8. With nutrition loss of the three, however, loss amount was al- most same with variance analysis of regression equation, which may result from its volatilization. Regression equations of P and K were: P=0.125 7t-0.117, and K=0.022 5t.1514, which led to adverse impact on plant absorption of N and K above ground, whose equations were N=20.64e-4E-0.4t, and K=E-06t2-0.011 3t+29.055. Meanwhile, un- der the condition, sound seedling index was not impacted a lot by excessive immer- sion. [Conclusion] This study has provided theoretical reference for guidance of sub- strate plot soaking method, cultivation and regulation, and breeding, as well as agri- cultural production. 展开更多
关键词 Substrate plot Saturation and expansion for absorption Excessive water Regression equation
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过程数据压缩中PLOT算法的研究
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作者 刘咏梅 马利民 +1 位作者 刘刚 杨成 《应用科技》 CAS 2001年第12期40-41,共2页
介绍了一种过程数据的压缩方法———分析线性在线趋势化 (PiecewiseLinearOnlineTrending)压缩方法。该方法对离散时间采样信号进行分段线性拟合 ,利用对过程方差的估计自动适应过程数据的变化趋势 ,同时实现对野点的检测。
关键词 数据压缩 plot算法 过程数据 信号拟合 野点检测
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Al2O3-PLOT毛细管色谱柱的溶胶-凝胶法制备
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作者 龚成科 赵晓娟 +2 位作者 孔德玮 曾庆梅 张海霞 《分析测试学报》 CAS CSCD 北大核心 2009年第4期414-418,共5页
首次将溶胶-凝胶法用于制备Al2O3-PLOT毛细管色谱柱。采用正硅酸乙酯、稀盐酸以及氧化铝的乙醇悬浮液组成的溶胶体系,高压动态法涂敷石英毛细管,然后通过高温凝胶反应固定Al2O3 涂层,再用无机盐溶液淋洗灭活得到成品。考察制备过程... 首次将溶胶-凝胶法用于制备Al2O3-PLOT毛细管色谱柱。采用正硅酸乙酯、稀盐酸以及氧化铝的乙醇悬浮液组成的溶胶体系,高压动态法涂敷石英毛细管,然后通过高温凝胶反应固定Al2O3 涂层,再用无机盐溶液淋洗灭活得到成品。考察制备过程的重复性,表明溶胶一凝胶法制备Al2O3-PLOT色谱柱简单易行,重复性好;对色谱柱性能进行评价,18组分C1~C5烃类标准气完全基线分离,环丙烷和丙烯的分离度为1.55~1.65,甲烷和正丁烷保留时间变化范围分别小于0.5%和1%,色谱柱的耐温性和稳定性显著提高。 展开更多
关键词 溶胶-凝胶法 Al2O3-plot毛细管色谱柱 气相色谱
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R语言中的plot()函数 被引量:1
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作者 耿秀华 《数字技术与应用》 2018年第11期230-231,共2页
本文介绍了R中最经常被用到的一个绘图函数-plot()函数,主要描述了如何使用plot()函数绘制散点图的过程,并举例说明了其常用参数的设置方法。
关键词 R语言 plot()函数 参数 图形
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