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时间事件序列数据可视化综述 被引量:9
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作者 彭燕妮 樊晓平 +1 位作者 赵颖 周芳芳 《计算机辅助设计与图形学学报》 EI CSCD 北大核心 2019年第10期1698-1710,共13页
时间事件序列数据,是由一个或多个记录构成的集合,每个记录由一组带有时间戳的事件类别组成.数据可视化被广泛用于时间事件序列数据的频繁模式发现、相似模式匹配与查询以及潜在阶段模式检测.文中介绍了时间事件序列数据的特征,并重点... 时间事件序列数据,是由一个或多个记录构成的集合,每个记录由一组带有时间戳的事件类别组成.数据可视化被广泛用于时间事件序列数据的频繁模式发现、相似模式匹配与查询以及潜在阶段模式检测.文中介绍了时间事件序列数据的特征,并重点从时间事件序列数据的可视化呈现方法和可视分析2个方面对已有的工作进行了系统的整理.在可视化呈现方式上,将现有的可视化方法分为4个类别,即基于GanttChart、基于Flow、基于StoryLines及基于矩阵的可视化方法,并分别介绍了相关类别的可视化方法的发展;将可视分析任务总结为4类主要任务,即模式发现与探索、可视化查询、对比分析及结果事件分析,并且从这些可视分析任务的角度总结了现有的可视分析工具.最后,对时间事件序列数据可视化面临的挑战以及未来趋势进行了总结和展望,以期为时间事件序列数据分析提供新的思路. 展开更多
关键词 时间事件序列数据 信息可视化 可视分析
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时间和事件序列图分析技术在石化事故分析中的应用 被引量:2
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作者 张广文 王延平 张婷 《安全、健康和环境》 2016年第6期7-9,共3页
利用时间和事件序列图分析技术,对某一具体事故进行了系统分析,展示了事故的具体发展过程,找到导致事故的关键事件,通过对关键事件进行深入分析,得出事故的直接原因、间接原因和系统存在的问题。
关键词 时间事件序列 事故调查 事故研究
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面向SWF日志事件流数据的可视分析系统 被引量:1
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作者 李玥 杨波 +1 位作者 芦旭熠 单桂华 《数据与计算发展前沿》 CSCD 2021年第4期3-17,共15页
【目的】为解决高性能计算集群的日志数据交互可视分析的问题,提供一套支持多种不同集群系统日志数据的可视分析框架,本文设计并实现了面向SWF日志数据的事件流可视分析系统SWFVis。【方法】SWFVis基于时间事件序列数据可视分析技术,结... 【目的】为解决高性能计算集群的日志数据交互可视分析的问题,提供一套支持多种不同集群系统日志数据的可视分析框架,本文设计并实现了面向SWF日志数据的事件流可视分析系统SWFVis。【方法】SWFVis基于时间事件序列数据可视分析技术,结合多维可视分析、关联可视分析等技术,提出了一套针对SWF日志中的时序属性、关联属性、多维属性进行综合可视分析的方法。【结果】针对公开的iPSC/860与ForHLR II集群产生的真实数据,SWFVis直观展示了日志中整体作业的并发状态、执行情况,并对集群中存在的作业处理模式进行分析。【局限】对于事件流可视化呈现效果,在三维场景中存在的视角遮挡、分布杂乱的现象,未来考虑通过层次聚类等方法实现进一步的优化。【结论】SWFVis提供了针对SWF日志数据的交互式可视分析方法,支持多种计算机集群使用。通过对作业间存在的时序性、关联性进行展示,以及对作业多维属性进行挖掘,可以直观呈现集群工作状态、用户提交行为,并交互式发掘集群作业中存在的处理模式,为集群调度优化提供支撑。 展开更多
关键词 高性能计算集群 时间事件序列 事件 可视分析 SWF日志
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中国石化事故根原因分析检查表构建及应用 被引量:3
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作者 卢均臣 王延平 《安全、健康和环境》 2016年第1期5-9,共5页
针对现有事故调查分析方法不能有效分析事故管理层面的不足,根据中国石化70余起事故调查及统计分析结果,以及HSE管理体系要素,借鉴美国化工过程安全中心(CCPS)和英国健康、安全与环境署(HSE)及BP公司的根原因分析检查表和GB6441-1986《... 针对现有事故调查分析方法不能有效分析事故管理层面的不足,根据中国石化70余起事故调查及统计分析结果,以及HSE管理体系要素,借鉴美国化工过程安全中心(CCPS)和英国健康、安全与环境署(HSE)及BP公司的根原因分析检查表和GB6441-1986《企业职工伤亡事故分类标准》,构建了中国石化的根原因分析检查表,利用该表对某采气厂发球筒爆裂事故进行了研究。研究表明,该分析法适用于中国石化实际,不仅可以找出事故的直接原因、间接原因,还能深入分析事故的管理原因,适用性较好,研究结果也有助于石化企业按照PDCA提升管理水平,预防事故发生。 展开更多
关键词 事故调查 石化事故 根原因分析 时间事件序列 事件
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Heat center of the western Pacific warm pool 被引量:4
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作者 HU Shijian Hu Dunxin 《Chinese Journal of Oceanology and Limnology》 SCIE CAS CSCD 2012年第1期169-176,共8页
A heat center (HC) of the western Pacific warm pool (WPWP) is defined, its variability is examined, and a possible mechanism is discussed. Analysis and calculation of a temperature dataset from 1945-2006 show that... A heat center (HC) of the western Pacific warm pool (WPWP) is defined, its variability is examined, and a possible mechanism is discussed. Analysis and calculation of a temperature dataset from 1945-2006 show that the mean position of the HC during this period was near 0.4°S/169.0°E, at 38.0 m depth. From a time series of the HC, remarkable seasonal variability was found, mainly in the meridional and vertical directions. Interannual variabilities were dominant in the zonal and vertical directions. In addition, semiannual variation in the HC depth was discovered. The longitude of the HC varies with ENSO events, and its latitude is weakly related to ENSO on time scales shorter than a decade. The variation of the HC longitude leads the Nifio-3 index by about 3-4 months, and its depth lags the index for approximately 3 months. It is concluded that the HC depth results from a combination of its longitudinal and latitudinal variations. Low-pass-filtered time series reveal that the HC has moved eastward since the mid 1980s. 展开更多
关键词 western Pacific warm pool heat center VARIABILITY
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Surface thermal centroid anomaly of the eastern equatorial Pacific as a unified Nio index
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作者 方明强 陈艳 +1 位作者 李洪平 吴立新 《Chinese Journal of Oceanology and Limnology》 SCIE CAS CSCD 2013年第5期1129-1136,共8页
By analyzing the variability of global SST (sea surface temperature) anomalies, we propose a unified Nifio index using the surface thermal centroid anomaly of the region along the Pacific equator embraced by the 0.7... By analyzing the variability of global SST (sea surface temperature) anomalies, we propose a unified Nifio index using the surface thermal centroid anomaly of the region along the Pacific equator embraced by the 0.7~C contour line of the standard deviation of the SST anomalies and try to unify the traditional Nifio regions into a single entity. The unified Nifio region covers almost all of the traditional Nifio regions. The anomaly time series of the averaged SST over this region are closely correlated to historical Nifio indices. The anomaly time series of the zonal and meridional thermal centroid have close correlation with historical TNI (Trans-Nifio index) indices, showing differences among E1 Nifio (La Nifia) events. The meridional centroid anomaly suggests that areas of maximum temperature anomaly are moving meridionally (although slightly) with synchronous zonal movement. The zonal centroid anomalies of the unified Nifio region are found helpful in the classification of the Eastern Pacific (EP)/Central Pacific (CP) types of E1 Nifio events. More importantly, the zonal centroid anomaly shows that warm areas might move during a single warming/cooling phase. All the current Nifio indices can be well represented by a simple linear combination of unified Nifio indices, which suggests that the thermal anomaly (SSTA) and thermal centroid location anomaly of the unified Nifio region would yield a more complete image of each E1 Nifio/ La Nina event. 展开更多
关键词 E1 Nino La Nifia unified Nifio index thermal centroid
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ICPS multi-target constrained comprehensive security control based on DoS attacks energy grading detection and compensation
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作者 HAN Yinlong HAN Xiaowu 《Journal of Measurement Science and Instrumentation》 CAS 2024年第4期518-531,共14页
Aiming at the industry cyber-physical system(ICPS)where Denial-of-Service(DoS)attacks and actuator failure coexist,the integrated security control problem of ICPS under multi-objective constraints was studied.First,fr... Aiming at the industry cyber-physical system(ICPS)where Denial-of-Service(DoS)attacks and actuator failure coexist,the integrated security control problem of ICPS under multi-objective constraints was studied.First,from the perspective of the defender,according to the differential impact of the system under DoS attacks of different energies,the DoS attacks energy grading detection standard was formulated,and the ICPS comprehensive security control framework was constructed.Secondly,a security transmission strategy based on event triggering was designed.Under the DoS attack energy classification detection mechanism,for large-energy attacks,the method based on time series analysis was considered to predict and compensate for lost data.Therefore,on the basis of passive and elastic response to small energy attacks,the active defense capability against DoS attacks was increased.Then by introducing the conecomplement linearization algorithm,the calculation methods of the state and fault estimation observer and the integrated safety controller were deduced,the goal of DoS attack active and passive hybrid intrusion tolerance and actuator failure active fault tolerance were realized.Finally,a simulation example of a four-capacity water tank system was given to verify the validity of the obtained conclusions. 展开更多
关键词 industry cyber-physical system(ICPS) Denial-of-Service(DoS)attacks energy grading detection security event triggering mechanism time series analysis methods cone complementary linearization
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