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基于预分区策略的装备数据分布式存储方法 被引量:9
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作者 高健 魏峻 +3 位作者 许利杰 汪保龙 杨富学 黄骁飞 《计算机科学与探索》 CSCD 北大核心 2021年第1期96-108,共13页
随着传感器技术和计算机技术的发展,装备在研制生产过程中会产生大量的数据,这些数据是海量的、多源的和异构的,企业需要考虑如何将数据进行快速处理和存储管理,进而利用加工后的数据提升装备生产制造能力。对卫星、飞机等典型装备数据... 随着传感器技术和计算机技术的发展,装备在研制生产过程中会产生大量的数据,这些数据是海量的、多源的和异构的,企业需要考虑如何将数据进行快速处理和存储管理,进而利用加工后的数据提升装备生产制造能力。对卫星、飞机等典型装备数据进行了研究,提出了一种基于预分区策略的分布式数据存储方法。该方法研究HBase的预分区机制和装备数据模型特点,研究装备数据快速存储的影响因子,并给出了数据快速存储算法,使海量装备数据可以负载均衡地、快速地存储在HBase数据库里。最后,对模型的数据存储性能、负载均衡性、各类装备的适用性进行了评估试验。试验结果表明,该方法可以覆盖多种类型的装备数据,并在数据存储效率上有良好的表现。 展开更多
关键词 装备 数据存储 分布式列数据库 预分区策略
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基于HBase与Netty的煤矿微震时序大数据存储优化
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作者 丁琳琳 王智涵 +2 位作者 顾英豪 王凯璐 包鑫阳 《中国矿山工程》 2023年第5期29-35,共7页
在当前智能煤矿场景中,大量煤矿微震传感器所产生的时序数据呈爆炸式增长,进而对现有的存储系统及性能都有了更高的要求。目前已经存在基于分布式列族数据库HBase能够存储工业时序大数据的实例,但是由于没有考虑到特定业务场景中数据的... 在当前智能煤矿场景中,大量煤矿微震传感器所产生的时序数据呈爆炸式增长,进而对现有的存储系统及性能都有了更高的要求。目前已经存在基于分布式列族数据库HBase能够存储工业时序大数据的实例,但是由于没有考虑到特定业务场景中数据的特征关联问题,现有的策略仍然无法较好地满足煤矿微震波形时序数据的特定存储需求。针对上述问题,基于分布式存储系统HBase,利用煤矿微震波形时序数据的特征,提出了基于HBase与Netty的煤矿微震时序大数据存储性能优化(CM^(2) TS-HBase),分成四个部分,分别为数据采集层、数据预处理层、数据中转层以及数据存储层。其中,数据采集层分为离线部分与实时部分,离线部分即存储在数据中心硬盘中的历史微震时序数据文件,实时部分即部署在某煤矿的多个微震波形传感器通过网络实时地向数据预处理层进行数据缓冲;数据预处理层实现对波形时序数据的文件进行对齐、解析以及序列化操作。根据煤矿微震波形时序数据特征提出了适用于微震波形时序数据的HBase数据表结构、预分区策略以及主键优化策略,有效地解决了数据存储过程中出现的数据热点问题以及数据分散问题;数据中转层提出了基于Netty与Redis的数据转发中间件平台为整个存储体系提供异步处理机制,较好地解决了高并发存储问题;数据存储层是基于分布式数据库HBase作为存储体系的底层存储媒介。最终根据真实数据集的存储耗时证明了相较于原生存储方法(HBase API)与基于金融时序数据存储优化(FTBase),CM2T S-HBase在煤矿微震时序数据的存储性能有了明显提高。 展开更多
关键词 煤矿微震大数据 时序数据 分布式存储 高并发事务处理 预分区策略
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基于HBase的金融时序数据存储系统 被引量:12
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作者 刘博伟 黄瑞章 《中国科技论文》 CAS 北大核心 2016年第20期2387-2392,共6页
设计并实现了1个基于HBase的金融时序数据的存储系统。设计了基于金融时序数据的HBase预分区策略,可解决HBase存储热点的问题;采用了行键优化策略和基于时序数据的表设计策略,可解决数据存储分散的问题;使用了提供异步处理机制的事件驱... 设计并实现了1个基于HBase的金融时序数据的存储系统。设计了基于金融时序数据的HBase预分区策略,可解决HBase存储热点的问题;采用了行键优化策略和基于时序数据的表设计策略,可解决数据存储分散的问题;使用了提供异步处理机制的事件驱动的Netty框架所编写的中间件接收采集器发送的请求,可解决高并发事务的处理问题。实验结果表明,与HBase原生方法相比,该系统的性能在处理高并发事务时更好。 展开更多
关键词 金融时序数据 存储热点 高并发事务处理 预分区策略
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基于HBase的QAR数据存储设计与实现 被引量:14
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作者 霍纬纲 程文莉 李继龙 《计算机工程与设计》 北大核心 2020年第5期1494-F0003,共8页
为解决传统关系数据库存储QAR数据可扩展性低、可用性差的问题,设计一种基于HBase的QAR数据分布式存储方法。根据QAR数据的特点,设计HBase表结构,将QAR参数划分为安全、航迹、燃油、发动机、预测、飞行员操作及其它共七大主题,构建基于... 为解决传统关系数据库存储QAR数据可扩展性低、可用性差的问题,设计一种基于HBase的QAR数据分布式存储方法。根据QAR数据的特点,设计HBase表结构,将QAR参数划分为安全、航迹、燃油、发动机、预测、飞行员操作及其它共七大主题,构建基于航班号、航班日期、参数主题三者组合的MD5散列值行键结构,根据行键散列值对QAR数据值表预分区,通过行键散列机制和预分区技术相结合的两级优化策略实现QAR数据文件分布式存储。真实QAR数据集上的实验结果表明,该QAR数据存储模式能使数据均衡分布在集群中,避免了写热点和数据倾斜问题,有较高的存取性能。 展开更多
关键词 QAR数据 存储设计 行键设计 预分区技术 HBASE
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基于遗传算法的库位优化问题 被引量:2
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作者 周兴建 刘元奇 李泉 《物流科技》 2010年第5期38-40,共3页
应用遗传算法对邯运集团仓库库位进行优化。在充分考虑邯运集团仓库所存放的货物种类、货物数量、出入库频率等因素的基础上进行库位预分区规划,建立了二次指派问题的数学模型。利用遗传算法对其求解,结合MATLAB进行编程计算并得出最优... 应用遗传算法对邯运集团仓库库位进行优化。在充分考虑邯运集团仓库所存放的货物种类、货物数量、出入库频率等因素的基础上进行库位预分区规划,建立了二次指派问题的数学模型。利用遗传算法对其求解,结合MATLAB进行编程计算并得出最优划分方案。 展开更多
关键词 遗传算法 预分区规划 库位优化
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基于HBase的电磁侦察大数据存储设计 被引量:2
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作者 何欢 李高云 +2 位作者 旷生玉 江果 王冠华 《航天电子对抗》 2022年第3期22-26,34,共6页
随着电磁侦察数据的积累,使用传统关系型数据库存储海量历史数据逐渐表现出不易扩展、查询缓慢、查询方式不贴近业务需求等问题,需要一种新的满足电磁侦察大数据特点的分布式数据存储方案。针对电磁侦察数据的特点和典型应用的查询需求... 随着电磁侦察数据的积累,使用传统关系型数据库存储海量历史数据逐渐表现出不易扩展、查询缓慢、查询方式不贴近业务需求等问题,需要一种新的满足电磁侦察大数据特点的分布式数据存储方案。针对电磁侦察数据的特点和典型应用的查询需求,探讨了电磁侦察大数据的存储方案,并提出了基于分布式列式数据库(HBase)的电磁侦察大数据存储设计方法。利用HBase分布式、可伸缩、可扩展和动态列的特性,贴近业务查询需求详细设计了按目标名称、闭合空间区域和时间范围三种存储表结构,为实现海量电磁侦察大数据的高效存储和检索提供了新思路,并通过实际应用验证了该方案的有效性。 展开更多
关键词 电磁侦察数据 HBASE Geohash编码 预分区行键设计
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大规模空间矢量数据分布式存储与计算优化 被引量:6
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作者 张嘉 白晓飞 +1 位作者 陶超 张小桐 《计算机系统应用》 2020年第12期251-256,共6页
针对海量空间矢量数据分布式存储与计算需求,研究了基于四叉树格网编码建立要素索引的方法,设计了HBase预分区优化策略,提出了一种空间矢量数据分布式存储模型.基于MapReduce计算框架,构建了空间数据分布式计算与分析的优化流程.最后,... 针对海量空间矢量数据分布式存储与计算需求,研究了基于四叉树格网编码建立要素索引的方法,设计了HBase预分区优化策略,提出了一种空间矢量数据分布式存储模型.基于MapReduce计算框架,构建了空间数据分布式计算与分析的优化流程.最后,针对空间叠加与统计场景,采用一定规模的业务数据对所提的方法进行测试,验证了设计方案的可行性和有效性. 展开更多
关键词 空间矢量数据 HBASE 格网编码 预分区 分布式计算
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Age and outcomes of primary percutaneous intervention for ST elevation myocardial infarction in a tertiary center are we there yet? 被引量:1
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作者 Vinoda Sharma Manivannan Srinivasan Dave Smith 《Journal of Geriatric Cardiology》 SCIE CAS CSCD 2015年第3期263-269,共7页
Background Primary percutaneous intervention (PPCI) is the treatment of choice for ST elevation myocardial infarction (STEMI) but robust evidence in the very elderly is lacking. We compared PPCI outcomes between d... Background Primary percutaneous intervention (PPCI) is the treatment of choice for ST elevation myocardial infarction (STEMI) but robust evidence in the very elderly is lacking. We compared PPCI outcomes between different age quartiles (quartile I 〈 60 years, quartile 2 〉 60 to 〈 70 years, quartile 3 〉 70 to 〈 80 years, quartile 4 〉 80 years). Methods Retrospective observational analysis of our Morriston Tertiary Cardiac Center (Abertawe Bro Morgannwg University Health Board) patients from 2005 to 2010 with STEMI who underwent PPCI. Resnlts Of 434 patients, 57 (13%) were in quartile 4 (〉 80 years). In older age quartiles, patients were less likely to receive a drug eluting stent (DES, P = 0.001) or glycoprotein IlbAIIa inhibitor (GPI, P 〈 0.0001). Increase in age was associated with reduced time to survival (13-coefficient: -0.192, t: -3,70, 95%CI: --4.91 to -1.50, P 〈 0.0001) as was the presence of cardiogenic shock 03-coefficient: -0.194, t = 3.77, 95%CI: -5.26 to -1.65, P 〈 0.0001). Use of GPI was associated with increased time to survival (p-coefficient: 0.138, t = 2.82, 95%CI: 1.58-8.58, P = 0.005) but older age quartiles were less likely to receive GPI (P 〈 0.0001). In-hospital mortality (1.8% quartile 1, 3.6% quartile 2, 10.9% quartile 3 and 12.3% quartile 4, P = 0.002) and 1-year mortality (5.4% quartile 1, 5.5% quartile 2, 16.8% quartile 3 and 24.6% quartile 4, P 〈 0.0001, respectively) was significantly higher in older age quartiles. Conclusions Increased short term and intermediate term mortality is seen in the very elderly after PPCI. Age and cardiogenic shock were prognostic factors. Intervention should not be based on age alone and awareness regarding prognostic factors can help improve management. 展开更多
关键词 Myocardial infarction Primary percutaneous intervention The elderly
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Prevention and control of coalfield fire technology:A case study in the Antaibao Open Pit Mine goaf burning area,China 被引量:10
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作者 Cao Kai Zhong Xiaoxing +3 位作者 Wang Deming Shi Guoqing Wang Yanming Shao Zhenlu 《International Journal of Mining Science and Technology》 SCIE EI 2012年第5期657-663,共7页
It is very difficult to clearly detect the location of a burning area in a coal mine since it is hidden underground.So we conducted research on the distribution of the burning area before controlling it.Firstly,the or... It is very difficult to clearly detect the location of a burning area in a coal mine since it is hidden underground.So we conducted research on the distribution of the burning area before controlling it.Firstly,the original drilling technique was used to analyze and determine the loose and scope of caving of burning area through field test,and then obtained the gases and the temperature data in this area were according to the borehole data.By analyzing these data,we found out that the location of burning area concentrated in the loose and caving area;and finally,the location and development of the burning area within the tested area were accurately determined.Based on this theory,we used the ground penetrating radar(GPR) to find out the loose and caving scale in the burning area during the control process of the burning area,and then located the fire-extinguishing boreholes within target which we used to control burning fire in the section.A mobile comprehensive fire prevention and extinguishing system based on the three-phase foam fire prevention and control technique was then adopted and conducted in the burning area which took only 9 months to extinguish the 227,000 m 2 of burning area of 9# coal.This control technology and experience will provide a very important reference to the control of other coalfield fire and hillock fire in the future. 展开更多
关键词 Coalfield fire Ground penetrating radar(GPR) Boreholes Three-phase foam
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Air Flow Prediction and Evaluation of Ventilation Effectiveness with Different Zonal Configurations
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作者 Nasreddine Guerfala Hachimi Fellouah +1 位作者 Ahmed Daoud Nicolas Galanis 《Journal of Energy and Power Engineering》 2013年第2期277-282,共6页
This paper proposes a numerical method for the study of ventilation efficiency in buildings. The developed model is validated with the experimental results of Nielsen who tested the isothermal flow in a scaled model o... This paper proposes a numerical method for the study of ventilation efficiency in buildings. The developed model is validated with the experimental results of Nielsen who tested the isothermal flow in a scaled model of a ventilated room. A zonal method is used to predict airflow patterns in the same ventilated room. The different equations governing the flow in the room were coded in Matlab for different operating conditions, different zonal configurations of the room and different number of cells (control volumes). The efficiency of the ventilation was determined by calculating the number of ACH (air changes per hour) for each cell. The present results show the importance of the inlet air flow rate, the space resolution and the jet inlet dimensions on the determination of air quality. 展开更多
关键词 Air flow zonal method numerical simulation ventilated room ventilation efficiency.
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某矿1010203工作面瓦斯防治系统设计
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作者 钟向锋 赵明明 《陕西煤炭》 2020年第5期112-115,119,共5页
瓦斯灾害严重威胁着煤矿安全、高效生产及工作面作业人员的生命安全,以陕西某矿1010203工作面为工程背景,基于现场实测方法,分析瓦斯来源及涌出构成,确定多煤层联合综放开采成为采空区瓦斯积聚主要原因。针对目前矿井瓦斯抽采不达标的现... 瓦斯灾害严重威胁着煤矿安全、高效生产及工作面作业人员的生命安全,以陕西某矿1010203工作面为工程背景,基于现场实测方法,分析瓦斯来源及涌出构成,确定多煤层联合综放开采成为采空区瓦斯积聚主要原因。针对目前矿井瓦斯抽采不达标的现状,提出1010203工作面分区预抽放钻孔设计方案。同时,基于分区抽放钻孔设计方案的实施效果,给出瓦斯抽放管路的布设方式,提出工作面在掘进期间利用风排方式和工作面回采前对煤层进行分区预抽的2种瓦斯治理方案。 展开更多
关键词 瓦斯灾害 现场实测 瓦斯分区 管路布设 瓦斯治理
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Brachial-ankle pulse wave velocity is an independent predictor of carotid artery atherosclerosis in the elderly 被引量:2
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作者 Jia-Yue Li Yu-Sheng Zhao 《Journal of Geriatric Cardiology》 SCIE CAS CSCD 2010年第3期157-160,共4页
Objective Brachial-ankle pulse wave velocity (baPWV) is widely used as a simple noninvasive measure of arterial softness. The aim of this study was to evaluate the usefulness of baPWV as a predictor of the carotid a... Objective Brachial-ankle pulse wave velocity (baPWV) is widely used as a simple noninvasive measure of arterial softness. The aim of this study was to evaluate the usefulness of baPWV as a predictor of the carotid artery atherosclerosis in the elderly. Methods A total of 721 elderly participants (mean ~ SD age, 70.3 -4- 5.6years) were enrolled in the current study. All participant underwent both baPWV measurement and B-mode ultrasound for the intima-media thickness. Carotid atherosclerosis (CAS) was defined as the present of carotid plaque or and/or intima media thickness for at least 1.1 mm. Results A multivariate logistic regression analysis reveals that age, sex, brachial-ankle pulse wave velocity, smoking and LDL-C level showed a significant correlation with the presence of CAS. The odds ratios of CAS associated with a 500cm/s increase of brachial-ankle pulse wave velocity were 2.378 [95% confidence interval, 1.36 to 4.00, P〈0.05], 3.733 [95% confidence interval, 1.729 to 8.058, P〈0.01], 4.438 [95% confidence interval, 1.659 to 11.803, P〈0.01]. The baPWV significantly correlated with IMT by bivariate correlation analysis (r=-0.39; p=0.001). After adjusting for factors influencing, baPWV all the same correlated with IMT (r=-0.35; p=0.001).Conclusion These results indicate that brachial-ankle PWV is an independent predictor of CAS in the elderly.It also means that the direct measurement of arterial stiffness by this simple method may be of great help for the evaluation of carotid artherosclerosis, at least in the elderly 展开更多
关键词 Aortic stiffness carotid arteriosclerosis pulse wave velocity
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嵌入式DVR中关键技术的运用与发展
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作者 孟诺 《智能建筑与城市信息》 2009年第10期90-92,共3页
本文对多种关键技术在嵌入式DVR中的运用加以解析,使得读者对当前视频监控主流技术获得全面的认识。
关键词 双码流技术 硬盘分配和多分区 视频压缩方式 智能化DVR
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Partition airflow varying features of chaos-theory-based coalmine ventilation system and related safety forecasting and forewarning system 被引量:1
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作者 Zhang Xiaoqiang Cheng Weimin +2 位作者 Zhang Qin Yang Xinxiang Du Wenzhou 《International Journal of Mining Science and Technology》 SCIE EI CSCD 2017年第2期269-275,共7页
To realize real-time monitoring and short-term forecasting and forewarning of coalmine ventilation systems(CVS), in this paper, we first established a joint surface and underground CVS safety management system consist... To realize real-time monitoring and short-term forecasting and forewarning of coalmine ventilation systems(CVS), in this paper, we first established a joint surface and underground CVS safety management system consisting of main ventilation fan, safety-partition linked passageways, and air-required locations. We then applied chaos theory to identify the air quantity and gas concentration of underground partition boundaries, and adopted a fixed data quantity, multi-step progressive, weighted first-order local-domain method to setup a chaos prediction model and a CVS safety forecasting and forewarning system formed by the normal change level, orange forewarning level, and red alarm level. We next conduct the on-field application of the system in a coalmine in Jining, Shandong, China. The results showed that (1) in the statistical scale of 5 min, the changes in both air quantity and gas concentration along CVS partition airflow boundaries were characteristic of chaos and could be used for short-term chaos prediction, and the latter was more chaotic than the former;(2) the setup chaos prediction model had a higher prediction precision and the established safety prediction system could not only predict the variation in CVS stability but also reflect the rationality of underground mining intensity. Thus, this CVS safety forecasting and forewarning system is of better application value. 展开更多
关键词 Mine ventilation system Safety partition Reconstructed phase space Maximum Lyapunov exponent Chaos forecasting and forewarning
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Numerical Study on Global Motion of Truss Spar in Frequency and Time Domains for the Liwan 3-1 Area
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作者 LI Lu LI Binbin OU Jinping 《Journal of Ocean University of China》 SCIE CAS 2011年第2期113-121,共9页
Using frequency and time domain analysis, the authors analyzed the hydrodynamics and motion behavior of a Truss Spar platform at a water depth of 1500 m in the Liwan 3-1 area of the South China Sea. Firstly, the seake... Using frequency and time domain analysis, the authors analyzed the hydrodynamics and motion behavior of a Truss Spar platform at a water depth of 1500 m in the Liwan 3-1 area of the South China Sea. Firstly, the seakeeping ability is acquired in the frequency domain by calculating the hull's hydrodynamics and comparing with a semi-submersible platform. The random wave analysis for 100-year, 10-year and 1-year return periods in Liwan 3-1 distinctly shows lower heave but larger surge and pitch re-sponses of the Truss Spar than those of a semi-submersible. Secondly, 3-hour motions of the Truss Spar are predicted and compared in the time domain under 100-year return period conditions in Liwan 3-1 and the Gulf of Mexico. Thirdly, the hull/mooring line cou-pled and uncoupled models are compared. Finally, the responses of the Truss Spar under 10-year and 1-year return period conditions are assessed. The results reveal that the mooring line damping reflected by the coupled model distinctly decreases the low frequency motion. The maximum heave response for 100-year return period waves is 1.23m and below 0.1m for the case of 1-year return period. 展开更多
关键词 Truss Spar South China Sea HYDRODYNAMICS SEMI-SUBMERSIBLE mooring line
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基于模拟退火算法的AVS/RS多批货箱入库货位优化 被引量:18
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作者 张思建 方彦军 +1 位作者 贺瑶 肖勇 《武汉大学学报(工学版)》 CAS CSCD 北大核心 2016年第2期315-320,共6页
针对某计量检定中心对大量待检仪表的仓储需求,提出了基于模拟退火算法的自动小车存取系统(Autonomous Vehicle Storage and Retrieval Systems,AVS/RS)多批货箱入库货位优化分配方法.提出货位预分区策略,在提高货箱出入库节奏的同时使... 针对某计量检定中心对大量待检仪表的仓储需求,提出了基于模拟退火算法的自动小车存取系统(Autonomous Vehicle Storage and Retrieval Systems,AVS/RS)多批货箱入库货位优化分配方法.提出货位预分区策略,在提高货箱出入库节奏的同时使仓库整体货位安排也较为合理;根据货箱质量与周转率将货箱分类,分类数目与仓库货区分类数目相同,并采用模拟退火算法求解各类货箱与货区的对应关系;以出入库总能耗及存取效率为优化目标建立货位分配模型,采用模拟退火算法求解该模型得到最佳货位组合,并通过实例对比分析了采用不同方法对多批货箱入库能耗和效率的影响. 展开更多
关键词 自动化立体仓库 模拟退火算法 货位预分区 货位优化
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A theoretical prediction of chemical zonation in early oceans(>520 Ma) 被引量:13
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作者 LI Chao CHENG Meng +1 位作者 Thomas J.ALGEO XIE ShuCheng 《Science China Earth Sciences》 SCIE EI CAS CSCD 2015年第11期1901-1909,共9页
Early oceans (〉520 Ma) were characterized by widespread water-column anoxia, stratification, and limited oxidant availability which are comparable to the chemical characteristics of modern marine sedimentary pore-w... Early oceans (〉520 Ma) were characterized by widespread water-column anoxia, stratification, and limited oxidant availability which are comparable to the chemical characteristics of modern marine sedimentary pore-waters in productive continental margins. Based on this similarity and our current understanding of the formation mechanism of early Earth ocean chemistry, we propose an idealized chemical zonation model for early oceans that includes the following redox zones (from shallow nearshore to deep offshore regions): oxic, nitrogenous (NO3^-NO2^-enriched), manganous-ferruginous (Mn^2+ or Fe^2+-enriched), sulfidic (H2S-enriched), methanic (CH4-enriched), and ferruginous (Fe^2+-enriched). These zones were dynamically maintained by a combination of processes including surface-water oxygenation by atmospheric free oxygen, nitrate reduction beneath the chemocline, nearshore manganese-iron reduction, sulfate reduction, methanogenesis, and hydrothennal Fe^2+ inputs from the deep ocean. Our modified "euxinic wedge" model expands on previous versions of this model, providing a more complete theoretical framework for the chemical zonation of early Earth oceans that helps to explain observations of unusual Mo-S-C isotope patterns. This model may provide a useful foundation for future studies of ocean chemistry evolution and elemental biogeochemical cycles in early Earth history. 展开更多
关键词 PROTEROZOIC early Cambrian oceanic redox chemistry ANOXIA euxinia
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