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基于营销大数据的用电异常事件统计及窃电特征分析 被引量:16
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作者 张晶 刘晓巍 张松涛 《供用电》 2018年第6期77-82,共6页
随着信息网络技术的发展,基于电力信息化系统的数据分析开展线损管理和用电稽查工作,成为当前很多供电公司的主要技术手段。文章通过对营销业务应用平台用户信息、用电信息采集系统数据及防窃电采集信息等营销大数据的深度挖掘和分析,... 随着信息网络技术的发展,基于电力信息化系统的数据分析开展线损管理和用电稽查工作,成为当前很多供电公司的主要技术手段。文章通过对营销业务应用平台用户信息、用电信息采集系统数据及防窃电采集信息等营销大数据的深度挖掘和分析,开展了用电异常事件的分类统计和过程描述。通过用电异常事件顺序关联性及时间关联性的分析,设计了用户窃电特征分析判据,为查处窃电提供技术指导。该方法突破了当前防窃电技术的局限性,对于提高识别窃电的准确性、有效性和针对性,具有较高的工程应用价值。 展开更多
关键词 防窃电 用电信息采集系统 事件统计 特征分析
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统计造假事件岂能简单收场 被引量:4
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作者 陆高峰 《民主与科学》 2005年第3期59-59,共1页
关键词 统计造假事件 统计数据 中国 统计工作 经济普查
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房山区针对“禽流感”全面启动《紧急事件期间统计应急监测预案》
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《北京统计》 2004年第1期90-90,共1页
关键词 房山区统计 北京 《紧急事件期间统计应急监测预案》 禽流感 农业统计 行业监测
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城市轨道交通施工风险统计及事故特征分析 被引量:7
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作者 何理 仇陪云 +1 位作者 石杰红 刘晶晶 《中国安全生产科学技术》 CAS CSCD 北大核心 2020年第S01期130-134,共5页
为分析城市轨道交通施工风险统计事故特征,本文从明挖法、盖挖法、暗挖法、盾构法、矿山法、高支模等施工方法入手,对施工危险因素进行辨识分析,提出在设计、施工阶段应重点关注的风险点。基于国内某地铁施工期间发生的事故事件数据,统... 为分析城市轨道交通施工风险统计事故特征,本文从明挖法、盖挖法、暗挖法、盾构法、矿山法、高支模等施工方法入手,对施工危险因素进行辨识分析,提出在设计、施工阶段应重点关注的风险点。基于国内某地铁施工期间发生的事故事件数据,统计分析其事故类型并提出事故类型规律性特征,研究结果可为类似施工工程提供参考依据。 展开更多
关键词 城市轨道交通 施工风险 事故事件统计 特征分析
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强震前ELF/VLF磁场的扰动特征统计研究 被引量:29
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作者 泽仁志玛 申旭辉 +5 位作者 曹晋滨 张学民 黄建平 刘静 欧阳新艳 赵庶凡 《地球物理学报》 SCIE EI CAS CSCD 北大核心 2012年第11期3699-3708,共10页
本文利用DEMETER卫星记录的变化磁场数据统计研究了2005—2009年北半球7级以上强震前后空间磁场的扰动特征.在震中±10°范围内利用震前2个月至震后1个月的5年同期观测的ELF/VLF[370~897Hz]频段磁场功率谱密度数据构建了背景场... 本文利用DEMETER卫星记录的变化磁场数据统计研究了2005—2009年北半球7级以上强震前后空间磁场的扰动特征.在震中±10°范围内利用震前2个月至震后1个月的5年同期观测的ELF/VLF[370~897Hz]频段磁场功率谱密度数据构建了背景场,定义了表征空间磁场在地震时段相对于背景场的扰动幅度指标.统计研究发现26个强震中42%的地震主要表现为震前磁场扰度幅度逐渐上升,超过3倍标准差,随后在扰度幅度下降过程中发震.35%强震在地震前10天内最大扰动幅度超过3倍标准差,在扰度幅度处于最高值期间发震,震后磁场扰动幅度逐渐回落.23%的强震在震前震后无明显规律.随机事件测试发现在空间天气平静且无强震条件下随机地点上空的磁场无明显的时空演化规律,且随机地点上空的空间磁场相对于背景场的平均扰度幅度很小,最大扰度幅度从未超过2倍标准差,并且没有明显的随时间变化特征. 展开更多
关键词 DEMETER ELF VLF 磁场 统计 强震 随机事件
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太平湾发电厂机组状态检修信息管理系统 被引量:1
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作者 汪淑凤 宁淑贤 《水电自动化与大坝监测》 2005年第3期57-59,共3页
机组状态检修信息管理系统,是为条件成熟后“状态检修专家诊断系统”开发做准备的一个系统,以防止机组运行中有效数据的丢失。该系统通过RS-232接口采集计算机监控系统数据,具有运行数据的筛选保存、趋势分析、机组事件统计、相关资料... 机组状态检修信息管理系统,是为条件成熟后“状态检修专家诊断系统”开发做准备的一个系统,以防止机组运行中有效数据的丢失。该系统通过RS-232接口采集计算机监控系统数据,具有运行数据的筛选保存、趋势分析、机组事件统计、相关资料查询等功能。该系统已在太平湾发电厂正式投运,工作情况良好。 展开更多
关键词 状态检修 信息管理 数据库 事件统计
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Research of NS dataflow mechanism and its analyzer implementation
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作者 金烨 樊隽 《Journal of Southeast University(English Edition)》 EI CAS 2003年第1期44-48,共5页
This paper analyzes the main elements in NS network simulator, makes adetailed view of dataflow management in a link, a node, and an agent, respectively, and introducesthe information described by its trace file. Base... This paper analyzes the main elements in NS network simulator, makes adetailed view of dataflow management in a link, a node, and an agent, respectively, and introducesthe information described by its trace file. Based on the analysis of transportation and treatmentof different packets in NS, a dataflow state machine is proposed with its states exchange triggeringevents and a dataflow analyzer is designed and implemented according to it. As the machine statefunctions, the analyzer can make statistic of total transportation flux of a specified dataflow andoffer a general fluctuation diagram. Finally, a concrete example is used to test its performance. 展开更多
关键词 network simulation NS simulator dataflow analysis state machine
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非二态故障树分析发展动态 被引量:2
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作者 翁肖力 李锦飞 陈静 《机械设计与制造》 2001年第1期4-5,共2页
故障树分析技术 ,因其在复杂系统可靠性的定性、定量研究中所表现出的优势而被广泛应用。但是 ,一般情况下的故障树分析都是事先假定元部件具有相互独立 ,确定分布的状态下使用 ,而在现实中 ,往往会出现非二态的系统失效模式。因此 。
关键词 故障树分析 非二态系统 统计相关事件 模糊理论
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Rainfall occurrence and its relation to flood damage in China from 2000 to 2015 被引量:6
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作者 WEI Li HU Kai-heng HU Xu-dong 《Journal of Mountain Science》 SCIE CSCD 2018年第11期2492-2504,共13页
China is highly susceptible to flood disasters and subjected to great damage every year.Furthermore, the flood frequency has exhibited an increasing trend in recent years. Most flood events,including flash floods and ... China is highly susceptible to flood disasters and subjected to great damage every year.Furthermore, the flood frequency has exhibited an increasing trend in recent years. Most flood events,including flash floods and river flood, are induced by rainfall. This study investigates annual variations of rainfall occurrence over China during the period from 2000 to 2015 at the national and regional scale using daily rainfall data from the Tropical Rainfall Measuring Mission. The Mann-Kendall test is performed for trend detection, and statistical data of flood damage published by China's government,including destroyed crop area, damaged buildings,direct economic loss, percentage of GDP(gross domestic product), and death toll are correlatively analysed with rainfall occurrences. The results show that storm rain events show the greatest variation among three rainfall types(moderate rain, heavy rain and storm rain). The variation coefficients of rainfall over Northeast China, North China, and Northwest China are the highest, whereas that for Southwest China is the smallest. Moderate rain, heavy rain over Central China, and moderate rain over Southwest China exhibits decreasing trends, whereas the remaining exhibit increasing trends. The correlation between the rainfall occurrences and these flood damage indices at the national scale shows that only direct economic loss has a strong positive correlation with rainfall occurrences, and the other indices have weaker correlations. The correlation is strong in three north regions, except for death toll in Northwest China. In contrast, the correlation between flood damage and rainfall is weak in East China, Central China, Southwest China, and South China. Overall,death toll is strongly correlated with the number of damaged buildings, implying that flood fatalities in China are likely associated with building collapse, and are dominated by specific extreme events. This study can provide a scientific reference for flood management in China. 展开更多
关键词 Flood damage Rainfall occurrence Storm rainfall Coefficient of variation
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Statistical Characteristics of ENSO Events in CMIP5 Models 被引量:1
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作者 RAO Jian REN Rong-Cai 《Atmospheric and Oceanic Science Letters》 CSCD 2014年第6期546-552,共7页
By applying the historical-run outputs from 24 Coupled Model Intercomparison Project Phase 5(CMIP5) models and the NOAA Extended Reconstructed SST V3 b dataset(ERSST), the characteristics of different types of ENSO in... By applying the historical-run outputs from 24 Coupled Model Intercomparison Project Phase 5(CMIP5) models and the NOAA Extended Reconstructed SST V3 b dataset(ERSST), the characteristics of different types of ENSO in the selected CMIP5 models, including cold-season-matured Eastern Pacific(C-EP) ENSO, warmseason-matured EP(W-EP) ENSO, cold-season-matured Central Pacific(C-CP) ENSO, and warm-season-matured CP(W-CP) ENSO, were examined in comparison with those in the ERSST dataset. The results showed that, in general, consistent with observations, EP ENSO events in most of the model runs were relatively much stronger than CP ENSO events, and cold-season-matured ENSO events were relatively much more frequent than warm-season-matured ENSO events for both EP and CP ENSO events. The composite amplitudes of ENSO events in most of the models were generally weaker than in observations, particularly for EP El Ni?o and CP La Ni?a. Moreover, most of the models successfully reproduced the amplitude asymmetries between El Ni?o and La Ni?a for cold-season-matured EP and CP ENSO events, exhibiting an average stronger/weaker EP El Ni?o/La Ni?a regime and a weaker/stronger CP El Ni?o/La Ni?a regime. Most of the models, however, failed to reproduce the observed regimes of stronger/weaker W-EP El Ni?o/ La Ni?a and weaker/stronger W-CP El Ni?o/La Ni?a. 展开更多
关键词 CMIP5 ENSO eastern Pacific central Pacific
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Observed Climate Changes in Southwest China during 1961-2010 被引量:15
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作者 MA Zhen-Feng LIU Jia +2 位作者 ZHANG Shun-Qian CHEN Wen-Xiu YANG Shu-Qun 《Advances in Climate Change Research》 SCIE 2013年第1期30-40,共11页
The present study focused on statistical analysis of interannual, interdecadal variations of climate variables and extreme climate events during the period of 1961-2010 using observational data from 376 meteorological... The present study focused on statistical analysis of interannual, interdecadal variations of climate variables and extreme climate events during the period of 1961-2010 using observational data from 376 meteorological stations uniformly distributed across Southwest China, which includes Yunnan, Guizhou, Chongqing, Sichuan and Tibet. It was found that temperatures in most of the region were warming and this was especially evident for areas at high elevation. The warming was mostly attributable to the increase in annual mean minimum temperature. The characteristics of high temperature/heat waves are increase in frequency, prolonged duration, and weakened intensity. Annual precipitation showed a weak decreasing trend and drier in the east and more rainfall in the west. The precipitation amount in flood season was declining markedly in the whole region; rainfall from extreme heavy precipitation did not change much, and the portion of annual precipitation contributed by extreme heavy precipitation had an increasing trend; annual non-rainy days and the longest consecutive non-rainy days were both increasing; the extreme drought had a decreasing trend since the 1990s; the autumn-rain days displayed a downward fluctuation with apparent periodicity and intermittency. The number of southwestern vortices was decreasing whereas the number of moving vortices increased. 展开更多
关键词 climate change Southwest China extreme climate events
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Study on the Calibration Function of Local Earthquake Magnitude in the Gansu Region 被引量:1
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作者 Chen Jifeng Yin Xinxin +2 位作者 Dong Zongming Yao Haidong Pu Ju 《Earthquake Research in China》 2014年第3期370-379,共10页
To calculate the deviations between single station magnitudes and average ones by the magnitude residual statistical method,the paper selects 13086 seismic events recorded by the Gansu broadband digital seismic networ... To calculate the deviations between single station magnitudes and average ones by the magnitude residual statistical method,the paper selects 13086 seismic events recorded by the Gansu broadband digital seismic network from January 2009 to December 2012. The frequency distribution and quantitative statistics of the deviations of earthquake magnitude are analyzed. The MLcalibration function is modified and a uniform local magnitude system characteristic of the Gansu region,is obtained. 展开更多
关键词 Seismic network MAGNITUDE Epicenter distance Calibration function Magnitude deviation
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Public Key Cryptosystem Based on Two Sided Action of Different Exotic Semirings 被引量:1
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作者 Mariana Durcheva 《Journal of Mathematics and System Science》 2014年第1期6-13,共8页
The idempotent semirings Rmax and Rmin play a crucial role in several areas of mathematics and their applications such as discrete mathematics, algebraic geometry, computer science, computer languages, linguistic prob... The idempotent semirings Rmax and Rmin play a crucial role in several areas of mathematics and their applications such as discrete mathematics, algebraic geometry, computer science, computer languages, linguistic problems, optimization theory, discrete event systems, fuzzy logics. In this paper we consider the expansion of the semirings Rmax and Rmin with residuals and describe how to use these expended semirings in public key cryptography. 展开更多
关键词 Public key cryptosystem exotic semirings semiring action residuals.
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声识别中的神经网络模型
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作者 杨则正 《管理观察》 1995年第9期45-45,共1页
神经网络模型在声识别中的应用,说明这个模型主要用于输入数据语音分析阶段,即在解决统计事件分类标准化问题的条件下应用,这是合理的。这种情况下,采用普通的经典换型,不是很合乎道理的方法。侧重介绍了现在用来解决这个问题而采... 神经网络模型在声识别中的应用,说明这个模型主要用于输入数据语音分析阶段,即在解决统计事件分类标准化问题的条件下应用,这是合理的。这种情况下,采用普通的经典换型,不是很合乎道理的方法。侧重介绍了现在用来解决这个问题而采用的三种类型的特征网络:多层网络,波尔茨曼机和柯赫特征卡。讨论了这三种方法中每一种方法的特点和功能。指出,在神经网络语言分析的条件下,实际上不可能超过基于应用隐式马尔科夫链和动态编程的其他识别方法。 展开更多
关键词 神经网络 声识别 马尔科夫链 络模型 分类标准化 动态编程 识别方法 统计事件 语音分析 语言分析
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Hazardous Events on the Black Sea Rivers, Their dynamics and Regulation
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作者 Tsisana Basilashvili 《Journal of Earth Science and Engineering》 2015年第2期130-133,共4页
The historical, informational and literary sources regarding flooding have been studied. Based on the statistical processing of multiyear stationary observation data the river maximal discharge parameters are specifie... The historical, informational and literary sources regarding flooding have been studied. Based on the statistical processing of multiyear stationary observation data the river maximal discharge parameters are specified. According tendency of their dynamics the flooding strengthening has been revealed on rivers nourished by glaciers, on the contrary in other rivers they reduced, in some regions evaporation has been increased and desertifieation has been detected. For mitigation negative impacts of those processes the recommendations of prevention measures are drafted. 展开更多
关键词 River water discharge FLOODING climate change forecasting method.
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Records Method for the Natural Disasters Application to the Storm Events
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作者 Z. Khraibani H.M. Badran H. Khraibani 《Journal of Environmental Science and Engineering》 2011年第5期643-651,共9页
Let {Tn } be a renewal process in R+ representing the successive arrival times of some natural events. We studied this process by using a record process approach under the assumption that the interarrival times T,, =... Let {Tn } be a renewal process in R+ representing the successive arrival times of some natural events. We studied this process by using a record process approach under the assumption that the interarrival times T,, = Tn, - Ta-1, n = 1, 2...are exponentially i.i.d (independent and identically distributed). The goal is to test that the first observed events are sporadic events. For testing the hypothesis "sporadic" we used the non-parametric test based on the probability distribution of the statistic of the number of records N, among{Xx }k-1= where Xk = (ΔTk)-1. We showed that it is independent of the cumulative distribution of the observations and that it is exactly calculated for each n. We illustrated this statistic on a simulated trajectory and we compared it with descriptive smoothing methods. We studied an application to a data set as storms in France and US. 展开更多
关键词 Statistical inference number of records smoothing methods SPORADIC storm.
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2003年世界海盗事件发生状况
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作者 丁力 《海运情报》 2004年第7期31-31,共1页
国际商会(ICC)下属的国际海事局(IMB)的海盗情报中心(马来西亚吉隆坡)发表了2003年收到的海盗事件(含未遂事件)的报告。
关键词 国际商会 国际海事局 海盗情报中心 海盗事件统计 船舶安全
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