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Database-oriented storage based on LMDB and linear octree for massive block model 被引量:6
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作者 毕林 赵辉 贾明涛 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2016年第9期2462-2468,共7页
Data organization requires high efficiency for large amount of data applied in the digital mine system. A new method of storing massive data of block model is proposed to meet the characteristics of the database, incl... Data organization requires high efficiency for large amount of data applied in the digital mine system. A new method of storing massive data of block model is proposed to meet the characteristics of the database, including ACID-compliant, concurrency support, data sharing, and efficient access. Each block model is organized by linear octree, stored in LMDB(lightning memory-mapped database). Geological attribute can be queried at any point of 3D space by comparison algorithm of location code and conversion algorithm from address code of geometry space to location code of storage. The performance and robustness of querying geological attribute at 3D spatial region are enhanced greatly by the transformation from 3D to 2D and the method of 2D grid scanning to screen the inner and outer points. Experimental results showed that this method can access the massive data of block model, meeting the database characteristics. The method with LMDB is at least 3 times faster than that with etree, especially when it is used to read. In addition, the larger the amount of data is processed, the more efficient the method would be. 展开更多
关键词 block model linear octree lightning memory-mapped database mass data access digital mine etree
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Stroke Based Painterly Rendering with Mass Data through Auto Warping Generation
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作者 Taemin Lee Beomsik Kim +1 位作者 Sanghyun Seo Kyunghyun Yoon 《Computer Modeling in Engineering & Sciences》 SCIE EI 2022年第3期1441-1457,共17页
Painting is done according to the artist’s style.The most representative of the style is the texture and shape of the brush stroke.Computer simulations allow the artist’s painting to be produced by taking this strok... Painting is done according to the artist’s style.The most representative of the style is the texture and shape of the brush stroke.Computer simulations allow the artist’s painting to be produced by taking this stroke and pasting it onto the image.This is called stroke-based rendering.The quality of the result depends on the number or quality of this stroke,since the stroke is taken to create the image.It is not easy to render using a large amount of information,as there is a limit to having a stroke scanned.In this work,we intend to produce rendering results using mass data that produces large amounts of strokes by expanding existing strokes through warping.Through this,we have produced results that have higher quality than conventional studies.Finally,we also compare the correlation between the amount of data and the results. 展开更多
关键词 Painterly rendering stroke based rendering image mass data stroke warping non-photorealistic rendering
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A Distributed In-Memory Database Solution for Mass Data Applications
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作者 Dong Hao Luo Shengmei Zhang Hengsheng 《ZTE Communications》 2010年第4期45-48,共4页
In this paper, a Distributed In-Memory Database (DIMDB) system is proposed to improve processing efficiency in mass data applications. The system uses an enhanced language similar to Structured Query Language (SQL... In this paper, a Distributed In-Memory Database (DIMDB) system is proposed to improve processing efficiency in mass data applications. The system uses an enhanced language similar to Structured Query Language (SQL) with a key-value storage schema. The design goals of the DIMDB system is described and its system architecture is discussed. Operation flow and the enhanced SOL-like language are also discussed, and experimental results are used to test the validity of the system. 展开更多
关键词 distributed in-memory system enhanced key-value schema mass data application
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Mass Data—A Gold Mine to be Explored
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作者 Guo Yan 《China's Foreign Trade》 2015年第5期32-33,共2页
Click on a shopping website and looking for the products you are interested in,then you will place the order and wait for home delivery.Or you may talk with your families living far away on the video conference,or sha... Click on a shopping website and looking for the products you are interested in,then you will place the order and wait for home delivery.Or you may talk with your families living far away on the video conference,or share your video on the website.It will be interesting to know how does this happen and what is its significance. 展开更多
关键词 mass data A Gold Mine to be Explored data
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Substance Identification in Anti-Doping Control by Means of Mass Spectrometry. Data Reduction and Decision Criteria
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作者 Mats Larsson 《Journal of Analytical Sciences, Methods and Instrumentation》 2011年第2期19-24,共6页
A real doping case for which the national-level reviewing body deemed it probable that a misidentification of the national-level athlete’s sample occurred at the WADA accredited laboratory, thus making the athlete in... A real doping case for which the national-level reviewing body deemed it probable that a misidentification of the national-level athlete’s sample occurred at the WADA accredited laboratory, thus making the athlete in this case strictly anonymous, is used to discuss criteria for data reduction and tolerance windows in GC-MS and LC-MS/MS. Stricter criteria for data reduction would remedy the present ambiguities. 展开更多
关键词 Substance IDENTIFICATION ANTI-DOPING mass SPECTROMETRY data Reduction
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Data Analysis for High Throughput Detection of 18 Phthalates in Textiles Based on High Resolution Mass Spectrometry
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作者 QU Lianyi LUO Xin +5 位作者 NIU Zengyuan YE Xiwen ZHANG Li TANG Zhixu ZHANG Lin ZHU Ping 《Journal of Donghua University(English Edition)》 EI CAS 2019年第2期158-162,共5页
Liquid chromatography coupled to high resolution mass spectrometry(LC-HRMS)was used to establish a high throughput and sensitive method for 18 phthalic acid esters(PAEs)in textiles.The method was applied to screen PAE... Liquid chromatography coupled to high resolution mass spectrometry(LC-HRMS)was used to establish a high throughput and sensitive method for 18 phthalic acid esters(PAEs)in textiles.The method was applied to screen PAEs in 413 textile samples and 7 434 pieces of test data were analyzed.Further discussion was conducted about specific compounds,textile materials,detected value distribution and positive rate of samples.Twenty-nine percent of samples were detected with PAEs,and no samples were detected beyond regulations.Diisobutyl phthalate(DiBP),Dibutyl phthalate(DBP)and Di-2-ethylhexyl phthalate(DEHP)were detected with high frequency,and most samples were fabrics with coating and printing.This study can be used to reflect distribution of phthalate residues in textiles on the market and provide data support for risk assessment of PAEs for textile producers and consumers. 展开更多
关键词 high resolution mass SPECTROMETRY TEXTILE phthalic acid ESTERS PAES data analysis
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A DATA ACQUISITION SYSTEM FOR ACCELERATOR MASS SPECTROMETRY
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作者 张如菊 刘洪涛 +1 位作者 郭之虞 李坤 《Nuclear Science and Techniques》 SCIE CAS CSCD 1990年第3期149-155,共7页
A single and dual parameter data acquisition, ion beam measurements and control system for accelerator mass spectrometry is described. The system hardware has been constructed with the advantage of the lower cost and ... A single and dual parameter data acquisition, ion beam measurements and control system for accelerator mass spectrometry is described. The system hardware has been constructed with the advantage of the lower cost and higher reliability. It is provided with varieties of functions such as selecting acquisition mode carrying out the multiple display, analyzing data and especially viewing isometric spectrum at different directions. It can also be used for ordinary nuclear spectrum system. 展开更多
关键词 ACCELERATOR mass SPECTROMETRY (AMS) Single and dual parameter data ACQUISITION Nuclear spectrum ISOMETRIC display data analysis
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数字遥测地震台网数据管理与服务系统(MASS系统)的研制 被引量:1
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作者 单德华 蒋秀琴 +3 位作者 张萍 于笑非 吴娟 杨威 《地震地磁观测与研究》 2004年第2期79-86,共8页
MASS系统采用MS-SQLServer2000数据库,对地震目录、地震观测报告、地震波形数据、地震速报目录,及与其对应的标准地震目录、脉冲标定波形、系统标定波形及幅频特性曲线、台站要素数据等,进行了系统管理,使用户可以快速从网上检索统一整... MASS系统采用MS-SQLServer2000数据库,对地震目录、地震观测报告、地震波形数据、地震速报目录,及与其对应的标准地震目录、脉冲标定波形、系统标定波形及幅频特性曲线、台站要素数据等,进行了系统管理,使用户可以快速从网上检索统一整理、格式一致的各种数据资料;为预报和科研人员提供了良好的服务。同时有利于台网工作质量的现代化管理。 展开更多
关键词 数字遥测 地震台网 数据管理 mass 数据库
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一种基于Mosaic Dataset的海量影像数据处理方法 被引量:3
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作者 陶旸 刘昱君 聂时贵 《现代测绘》 2014年第2期36-37,共2页
高精度海量影像数据是天地图、数字城市等公共服务平台的基础数据源之一。巨大的数据量使得传统影像数据加工方法的效率大大降低,这也成为制约公共服务平台数据生产效率的瓶颈之一。本文基于ArcGIS10版本推出的Mosaic Dataset模型,实现... 高精度海量影像数据是天地图、数字城市等公共服务平台的基础数据源之一。巨大的数据量使得传统影像数据加工方法的效率大大降低,这也成为制约公共服务平台数据生产效率的瓶颈之一。本文基于ArcGIS10版本推出的Mosaic Dataset模型,实现了海量高精度影像数据的高效处理,从海量数据管理、数据预处理、投影变换、去黑边、填补空洞等方面,详细叙述了该模型在海量影像数据处理方面的应用。本研究期望为相关数据加工与生产提供借鉴。 展开更多
关键词 海量影像数据 ARCGIS 镶嵌数据集
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数字遥测地震台网数据管理与服务(MASS)系统
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作者 单德华 蒋秀琴 +3 位作者 李广平 范叶平 杨红艳 魏柳 《地震地磁观测与研究》 2003年第5期64-69,共6页
介绍了基于Internet/Intranet标准的数字遥测地震台网数据管理与服务系统(MASS系统)通过互联网信息发布实现的方案。该方案采用Windows 2000 server和IIS5.0平台,利用ASP技术和脚本语言JavaScript,VbScript及HTML技术,响应浏览器端的动... 介绍了基于Internet/Intranet标准的数字遥测地震台网数据管理与服务系统(MASS系统)通过互联网信息发布实现的方案。该方案采用Windows 2000 server和IIS5.0平台,利用ASP技术和脚本语言JavaScript,VbScript及HTML技术,响应浏览器端的动态请求,实现诸如数据管理、数据服务和在线评比等功能,并根据用户请求完成波形数据和相应处理软件的下载。 展开更多
关键词 数字遥测地震台网 mass系统 数据管理 数据服务 数据库
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Big-Data Analytics:Challenges,Key Technologies and Prospects 被引量:19
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作者 Shengmei Luo Zhikun Wang Zhiping Wang 《ZTE Communications》 2013年第2期11-17,共7页
With the rapid development of the internet, internet of things, mobile internet, and cloud computing, the amount of data in circulation has grown rapidly. More social information has contributed to the growth of big d... With the rapid development of the internet, internet of things, mobile internet, and cloud computing, the amount of data in circulation has grown rapidly. More social information has contributed to the growth of big data, and data has become a core asset. Big data is challenging in terms of effective storage, efficient computation and analysis, and deep data mining. In this paper, we discuss the signif- icance of big data and discuss key technologies and problems in big-data analyties. We also discuss the future prospects of big-data analylics. 展开更多
关键词 big data mass storage data mining business intelligence
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Rapid Framing Mass Storage System on the Internet 被引量:1
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作者 Wang Fang Zhang Jiang-ling 《Wuhan University Journal of Natural Sciences》 EI CAS 2000年第3期293-297,共5页
Mass storage system is now very important for storing huge volume of data in many application system such as VOD systems, electronic library, scientific computation and so on. Besides the storage device and network de... Mass storage system is now very important for storing huge volume of data in many application system such as VOD systems, electronic library, scientific computation and so on. Besides the storage device and network devices, the real performance of mass storage system is greatly influenced by the connection way between the host and storage system. Here we propose a new design of mass storage system by promoting the storage devices' functions and involving, them directly into data delivering. It can easily meet the demands both for capacity and I/O bandwidth in those applications, and has better service quality and performance compared with the traditional system in delivering mass data over network. 展开更多
关键词 dual channels mass storage system data bandwidth
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Mass movements in small canyons in the northeast of Baiyun deepwater area, north of the South China Sea 被引量:4
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作者 LI Xishuang LIU Lejun +3 位作者 LI Jiagang GAO Shan ZHOU Qingjie SU Tianyun 《Acta Oceanologica Sinica》 SCIE CAS CSCD 2015年第8期35-42,共8页
The process of mass movements and their consequent turbidity currents in large submarine canyons has been widely reported, however, little attention was paid to that in small canyons. In this paper, we document mass m... The process of mass movements and their consequent turbidity currents in large submarine canyons has been widely reported, however, little attention was paid to that in small canyons. In this paper, we document mass movements in small submarine canyons in the northeast of Baiyun deepwater area, north of the South China Sea (SCS), and their strong effects on the evolution of the canyons based on geophysical data. Submarine canyons in the study area arrange closely below the shelf break zone which was at the depth of -500 m. Within submarine canyons, seabed surface was covered with amounts of failure scars resulted from past small-sized landslides. A complex process of mass transportation in the canyons is indicated by three directions of mass movements. Recent mass movement deposits in the canyons exhibit translucent reflections or parallel reflections which represent the brittle deformation and the plastic deformation, respectively. The area of most landslides in the canyons is less than 3 km2. The trigger mechanisms for mass movements in the study area are gravitational overloading, slope angle and weak properties of soil. Geophysical data indicate that the genesis of submarine canyons is the erosion of mass movements and consequent turbidity currents. The significant effects of mass movements on canyon are incision and sediment transportation at the erosion phases and fillings supply at the fill phases. This research will be helpful for the geological risk assessments and understanding the sediment transportation in the northern margin of the SCS. 展开更多
关键词 mass movement geophysical data trigger mechanism submarine canyon north of the South China Sea
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A New Automated Method and Sample Data Flow for Analysis of Volatile Nitrosamines in Human Urine 被引量:1
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作者 James A. Hodgson Tiffany H. Seyler +2 位作者 Ernest McGahee Stephen Arnstein Lanqing Wang 《American Journal of Analytical Chemistry》 2016年第2期165-178,共14页
Volatile nitrosamines (VNAs) are a group of compounds classified as probable (group 2A) and possible (group 2B) carcinogens in humans. Along with certain foods and contaminated drinking water, VNAs are detected at hig... Volatile nitrosamines (VNAs) are a group of compounds classified as probable (group 2A) and possible (group 2B) carcinogens in humans. Along with certain foods and contaminated drinking water, VNAs are detected at high levels in tobacco products and in both mainstream and side-stream smoke. Our laboratory monitors six urinary VNAs—N-nitrosodimethylamine (NDMA), N-nitrosomethylethylamine (NMEA), N-nitrosodiethylamine (NDEA), N-nitrosopiperidine (NPIP), N-nitrosopyrrolidine (NPYR), and N-nitrosomorpholine (NMOR)—using isotope dilution GC-MS/ MS (QQQ) for large population studies such as the National Health and Nutrition Examination Survey (NHANES). In this paper, we report for the first time a new automated sample preparation method to more efficiently quantitate these VNAs. Automation is done using Hamilton STAR<sup>TM</sup> and Caliper Staccato<sup>TM</sup> workstations. This new automated method reduces sample preparation time from 4 hours to 2.5 hours while maintaining precision (inter-run CV < 10%) and accuracy (85% - 111%). More importantly this method increases sample throughput while maintaining a low limit of detection (<10 pg/mL) for all analytes. A streamlined sample data flow was created in parallel to the automated method, in which samples can be tracked from receiving to final LIMs output with minimal human intervention, further minimizing human error in the sample preparation process. This new automated method and the sample data flow are currently applied in bio-monitoring of VNAs in the US non-institutionalized population NHANES 2013-2014 cycle. 展开更多
关键词 Volatile Nitrosamines AUTOMATION Sample data Flow Gas Chromatography Tandem mass Spectrometry
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不同观察者基于卵巢-附件影像报告和数据系统诊断卵巢附件肿块的一致性研究 被引量:3
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作者 谢映鲜 王钰丹 +3 位作者 沈若霞 张埕宁 张磊 年英华 《医学影像学杂志》 2024年第2期91-94,共4页
目的 探讨不同年资超声医师使用卵巢-附件影像报告和数据系统(O-RADS)判读观察指标的一致性,以及对卵巢附件肿块的诊断效能评价。方法 选取经手术组织学病理确诊的244例(304个病灶)卵巢附件肿块患者的超声存储图像。2位不同年资超声医... 目的 探讨不同年资超声医师使用卵巢-附件影像报告和数据系统(O-RADS)判读观察指标的一致性,以及对卵巢附件肿块的诊断效能评价。方法 选取经手术组织学病理确诊的244例(304个病灶)卵巢附件肿块患者的超声存储图像。2位不同年资超声医师按照O-RADS分类标准对每个肿块进行观察指标盲读,进行O-RADS分类。对照病理结果,采用Kappa检验评估一致性,构建ROC曲线,分析两者诊断卵巢肿块的诊断效能。结果 2位不同年资超声医师根据O-RADS分类标准对卵巢附件肿块外部轮廓、内部回声、血流信号、腹水以及腹膜增厚或腹膜结节5项观察指标判读的一致性检验Kappa值分别为0.748、0.835、0.652、0.973、0.979,差异有统计学意义(P<0.001);2位超声医师对同一肿块O-RADS分类一致性检验Kappa值为0.795,差异有统计学意义(P<0.001);2位医师O-RADS分类的ROC曲线面积为0.897、0.918,准确率为80.92%、80.92%,灵敏度为77.3%、76.7%,特异度为88.3%、91.5%,差异均无统计学意义(P>0.05)。结论 不同年资超声医师对O-RADS观察指标判读具有较高一致性;O-RADS分类标准对卵巢肿块的诊断也具有较高诊断效能。 展开更多
关键词 卵巢肿块 影像报告和数据系统 超声检查
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Periodicity in the most violent solar eruptions: recent observations of coronal mass ejections and flares revisited
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作者 Peng-Xin Gao Jing-Lan Xie Hong-Fei Liang 《Research in Astronomy and Astrophysics》 SCIE CAS CSCD 2012年第3期322-330,共9页
Using the Hilbert-Huang Transform method, we investigate the periodic- ity in the monthly occurrence numbers and monthly mean energy of coronal mass ejections (CMEs) observed by the Large Angle and Spectrometric Cor... Using the Hilbert-Huang Transform method, we investigate the periodic- ity in the monthly occurrence numbers and monthly mean energy of coronal mass ejections (CMEs) observed by the Large Angle and Spectrometric Coronagraph Experiment on board the Solar and Heliographic Observatory from 1999 March to 2009 December. We also investigate the periodicity in the monthly occurrence numbers of Hα flares and monthly mean flare indices from 1996 January to 2008 December. The results show the following. (1) The period of 5.66 yr is found to be statistically significant in the monthly occurrence numbers of CMEs; the period of 10.5 yr is found to be statistically significant in the monthly mean energy of CMEs. (2) The periods of 3.05 and 8.70 yr are found to be statistically significant in the monthly occurrence numbers of Hα flares; the period of 9.14 yr is found to be statistically significant in the monthly mean flare indices. 展开更多
关键词 methods: data analysis—Sun: activity—Sun: coronal mass ejections (CMEs)—Sun: flares
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工程MASS软件客户端数据库编辑管理功能的实现
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作者 范叶平 杨红艳 于笑非 《东北地震研究》 2003年第3期68-72,共5页
为了对数字地震台网产出数据进行有效地管理,辽宁数字遥测地震台网研制了地震数据管理与服务系统(MASS系统),MASS系统客户端工程MASS软件实现了对数据库的编辑管理功能,本文对其进行了论述。
关键词 工程mass 客户端 开放式数据库连接 地震数据管理
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Geologic-Geophysical Indicators of the Deep Structure of Zones of Geothermal Anomalies for Allocation of Channels of the Deep Heat and Mass Transfer 被引量:4
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作者 R. A. Umurzakov H. A. Abidov G. Yu. Yuldashev 《Open Journal of Geology》 2017年第9期1452-1463,共12页
On the basis of the analysis of field thermogeochemical data along abnormal zones of a thermal stream in the Bukhara-Khiva, oil-and-gas region of the Turan (Tegermen, Chagakul, Shimoly Alat, Beshtepa) was succeeded to... On the basis of the analysis of field thermogeochemical data along abnormal zones of a thermal stream in the Bukhara-Khiva, oil-and-gas region of the Turan (Tegermen, Chagakul, Shimoly Alat, Beshtepa) was succeeded to obtain important data on a deep structure of sites. Data of gas-chemical and geothermal observations show about confinedness of abnormal concentration of methane to zones of the increased values of the temperature field the measured values of temperatures (Tegermen Square and others). On geoelectric section mines 2-D of inversion of the MT-field depth of 4000 m are lower, among very high-resistance the chemogenic and carbonate deposits of the Paleozoic is traced the subvertical carrying-out abnormal zone. This zone is identified as the channel of a deep heat and mass transfer with which hydrocarbon (HC) deposits are connected. It is shown that electro-investigation when using a geophysical complex can and has to become “advancing” at exploration by oil and gas. 展开更多
关键词 Anomaly of the Thermal Field Thermogeochemical data JUVENILE Gases Channel Heat and mass Transfer DEEP Structure GEOELECTRIC Section Deposits of Oil and Gas
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戴维孙-革末电子衍射实验数据的一点启示 被引量:1
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作者 苑新喜 《科技创新与应用》 2024年第15期92-95,共4页
1927年戴维孙(C.Davisson)和革末(L.H.Germer)的电子衍射实验第一次可争辩地验证实物粒子的波动性。事实上,与德布罗意(de Broglie)假设的理论计算相比,戴维孙-革末的电子衍射实验数据存在着一种明显的系统性偏离。在近百年之后的今天,... 1927年戴维孙(C.Davisson)和革末(L.H.Germer)的电子衍射实验第一次可争辩地验证实物粒子的波动性。事实上,与德布罗意(de Broglie)假设的理论计算相比,戴维孙-革末的电子衍射实验数据存在着一种明显的系统性偏离。在近百年之后的今天,该偏离或许为当前电子的电磁质量的研究提供一个有价值的启示和实验依据。 展开更多
关键词 戴维孙-革末实验 电子衍射 电子 电磁质量 实验数据
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基于车联网大数据的重型货车载重估计方法 被引量:1
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作者 李彬 金昊宁 +1 位作者 宋瑞 靳廉洁 《北京理工大学学报》 EI CAS CSCD 北大核心 2024年第7期712-721,共10页
针对当前货车载重计算方法普遍存在的成本高昂及泛化性能不明确的问题,提出一种创新的重型货车载重估计方法,方法融合了车辆行驶动力学理论与机器学习算法,通过有监督学习,利用高速通行大数据对模型进行训练与验证.首先采用聚类分析,确... 针对当前货车载重计算方法普遍存在的成本高昂及泛化性能不明确的问题,提出一种创新的重型货车载重估计方法,方法融合了车辆行驶动力学理论与机器学习算法,通过有监督学习,利用高速通行大数据对模型进行训练与验证.首先采用聚类分析,确定车辆空、半、满载判断阈值,为后续的计算提供了重要依据.随后,利用随机森林算法训练分类模型,用以判断车辆在一段行驶过程中的基本载重情况.在此基础上,进一步在车辆行驶数据中筛选出稳定行驶的小片段,根据车辆系统动力学理论,对这些小片段车重进行计算.最后,根据载重状态的判断结果,对小片段车重结果进行筛选与计算,得到最终车辆载重计算结果.研究表明,在高速通行大数据的验证下,该方法对于空载及满载状态下趟次车重计算结果的整体平均绝对百分比误差(mean absolute percent error,MAPE)均可控制在10%以内,展现了较高的准确性.相比于现有技术,由于该方法无需安装额外传感器,对数据采集、存储、运算设备的要求也相对较低,因此在成本方面具有显著优势.在交通监管、物流运输、基于大数据的产品开发方面具有快速广泛推广的潜力. 展开更多
关键词 交通工程 货车载重估计 随机森林 车联网数据 贝叶斯优化
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