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Logical Image Acquisition and Analysis of Android Smartphones
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作者 Nursel Yalçın Tayfun Yıldırım 《Journal of Computer and Communications》 2024年第4期139-152,共14页
Android smartphones largely dominate the smartphone market. For this reason, it is very important to examine these smartphones in terms of digital forensics since they are often used as evidence in trials. It is possi... Android smartphones largely dominate the smartphone market. For this reason, it is very important to examine these smartphones in terms of digital forensics since they are often used as evidence in trials. It is possible to acquire a physical or logical image of these devices. Acquiring physical and logical images has advantages and disadvantages compared to each other. Creating the logical image is done at the file system level. Analysis can be made on this logical image. Both logical image acquisition and analysis of the image can be done by software tools. In this study, the differences between logical image and physical image acquisition in Android smartphones, their advantages and disadvantages compared to each other, the difficulties that may be encountered in obtaining physical images, which type of image contributes to obtaining more useful and effective data, which one should be preferred for different conditions, and the benefits of having root authority are discussed. The practice of getting the logical image of the Android smartphones and making an analysis on the image is also included. Although root privileges are not required for logical image acquisition, it has been observed that very limited data will be obtained with the logical image created without root privileges. Nevertheless, logical image acquisition has advantages too against physical image acquisition. 展开更多
关键词 android Smartphone forensics data acquisition data analysis Root Privileges Digital forensics
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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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Integration system research and development for three-dimensional laser scanning information visualization in goaf 被引量:1
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作者 罗周全 黄俊杰 +2 位作者 罗贞焱 汪伟 秦亚光 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2016年第7期1985-1994,共10页
An integration processing system of three-dimensional laser scanning information visualization in goaf was developed. It is provided with multiple functions, such as laser scanning information management for goaf, clo... An integration processing system of three-dimensional laser scanning information visualization in goaf was developed. It is provided with multiple functions, such as laser scanning information management for goaf, cloud data de-noising optimization, construction, display and operation of three-dimensional model, model editing, profile generation, calculation of goaf volume and roof area, Boolean calculation among models and interaction with the third party soft ware. Concerning this system with a concise interface, plentiful data input/output interfaces, it is featured with high integration, simple and convenient operations of applications. According to practice, in addition to being well-adapted, this system is favorably reliable and stable. 展开更多
关键词 GOAF laser scanning visualization integration system 1 Introduction The goaf formed through underground mining of mineral resources is one of the main disaster sources threatening mine safety production [1 2]. Effective implementation of goaf detection and accurate acquisition of its spatial characteristics including the three-dimensional morphology the spatial position as well as the actual boundary and volume are important basis to analyze predict and control disasters caused by goaf. In recent years three-dimensional laser scanning technology has been effectively applied in goaf detection [3 4]. Large quantities of point cloud data that are acquired for goaf by means of the three-dimensional laser scanning system are processed relying on relevant engineering software to generate a three-dimensional model for goaf. Then a general modeling analysis and processing instrument are introduced to perform subsequent three-dimensional analysis and calculation [5 6]. Moreover related development is also carried out in fields such as three-dimensional detection and visualization of hazardous goaf detection and analysis of unstable failures in goaf extraction boundary acquisition in stope visualized computation of damage index aided design for pillar recovery and three-dimensional detection
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Discuss on High Speed Data Acquisition and Signal Processing 被引量:1
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作者 Lixun LIU Yujuan SI 《International Journal of Technology Management》 2015年第4期50-53,共4页
In order to realize the high speed data acquisition and fast Fourier analysis, the paper put forward a kind of high speed data acquisition and analysis system based on FPGA, the system uses Cyclone series FPGA with hi... In order to realize the high speed data acquisition and fast Fourier analysis, the paper put forward a kind of high speed data acquisition and analysis system based on FPGA, the system uses Cyclone series FPGA with high-speed A/D converter, and use the fast Fourier custom analysis nucleation of Altera company, using the standard TCP/IP protocol communication with PC, match up the master machine based on Matlab GUI analysis software. We experiment high speed data acquisition and fast Fourier analysis for a plurality of groups of high frequency analog signals, at the same time the results display on the computer. The experimental results validate the fast Fourier analysis theory, and has realized the low cost, high performance data acquisition and analysis of the complete system design. 展开更多
关键词 FPGA high speed data acquisition fast Fourier analysis FIFO memory
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MODEL MEASUREMENT AND ANALYSIS OF ROTOR BEARING SYSTEM OF OE-SPINNING
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作者 陈瑞琪 李谦 《Journal of Donghua University(English Edition)》 EI CAS 1989年第Z1期46-54,共9页
This paper describes a CAD compatible software which can conduct model measurementand analysis on a dedicated computer system.This system which can provide modal testing andanalysis capability is also demonstrated bri... This paper describes a CAD compatible software which can conduct model measurementand analysis on a dedicated computer system.This system which can provide modal testing andanalysis capability is also demonstrated briefly.It addresses four main tasks:(1)modal testingand data acquisition,(2)data analysis and correlation,(3)output of modal analysis results,(4)predictions of modal parameters using Structural Dynamic Modification (SDM)software. 展开更多
关键词 structural dynamics data acquisition singnal processing MODAL analysis ROTOR BEARING assembly OE-spinning
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Design and validation of wireless strain test system for bridge based on the resistance strain sensor
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作者 黄侨 李忠龙 +3 位作者 张连振 沙学军 徐玉滨 王德军 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 2010年第1期18-23,共6页
In order to achieve an access to strain sensor data with wireless transmission in bridge engineering structure testing, a wireless strain test system is presented based on the resistance strain sensor of networks. The... In order to achieve an access to strain sensor data with wireless transmission in bridge engineering structure testing, a wireless strain test system is presented based on the resistance strain sensor of networks. The wireless bridge strain test system composed of master station and substation adopts the wireless method to realize the high accuracy data acquisition between the master station and the substation under a reliable communication protocol. The system has been tested in contrast with the present strain apparatus. Results show that the wireless system is high-reliable, and has many characteristics such as high efficiency, good precision, high stability with low cost, and good flexibility, without using the present communication network. 展开更多
关键词 wireless transmission bridge inspection data acquisition resistance strain sensor
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Three-axis magnetic flux leakage in-line inspection simulation based on finite-element analysis 被引量:4
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作者 冯健 张峻峰 +2 位作者 卢森骧 王宏阳 马瑞泽 《Chinese Physics B》 SCIE EI CAS CSCD 2013年第1期531-536,共6页
With the increase of pipelines, corrosion leakage accidents happen frequently. Therefore, nondestructive testing technology is important for ensuring the safe operation of the pipelines and energy mining. In this pape... With the increase of pipelines, corrosion leakage accidents happen frequently. Therefore, nondestructive testing technology is important for ensuring the safe operation of the pipelines and energy mining. In this paper, the structure and principle of magnetic flux leakage (MFL) in-line inspection system is introduced first. Besides, a mathematic model of the system according to the ampere circuit rule, flux continuity theorem, and column coordinate transform is built, and the magnetic flux density in every point of space is calculated based on the theory of finite element analysis. Then we analyze and design the disposition of measurement section probes and sensors combining both three-axis MFL in-line inspection and multi-sensor fusion technology. Its advantage is that the three-axis changes of magnetic flux leakage field are measured by the multi-probes at the same time, so we can determine various defects accurately. Finally, the theory of finite element analysis is used to build a finite element simulation model, and the relationship between defects and MFL inspection signals is studied. Simulation and experiment results verify that the method not only enhances the detection ability to different types of defects but also improves the precision and reliability of the inspection system. 展开更多
关键词 magnetic flux leakage in-line inspection multi-sensor data fusion sensor disposition finite element analysis
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Mergers and Acquisitions: An Efficiency Evaluation 被引量:1
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作者 Paulo Rotela Junior Edson de Oliveira Pamplona Aneirson Francisco da Silva 《Applied Mathematics》 2013年第11期1583-1589,共7页
This article sheds light on how synergies arise through mergers and acquisitions (M&A). Enterprises go through the process of Mergers and Acquisitions (M&A) with the goal of improving performance, increasing e... This article sheds light on how synergies arise through mergers and acquisitions (M&A). Enterprises go through the process of Mergers and Acquisitions (M&A) with the goal of improving performance, increasing efficiency and obtaining business synergy. Prior literature suggests that synergies could arise due to taxes, market power or efficiency improvements. This study evaluates the efficiency of M&A in Brazil among publicly-traded companies. We used models with multiple objectives from Goal Programming and Data Envelopment Analysis (GPDEA), employing accounting indicators as input and output variables, and thus evaluated the emergence of synergy gains. These models allow us to analyze and classify the M&A according to the efficiency obtained in such processes. Some of the M&A cases analyzed were mistakenly considered efficient when used traditional models. And, as expected, the GPDEA was proved to be superior to classical models;however it was noticed that few of the cases investigated were proved to be effective. We presented a new application for multi-objective approach that can be used to assess mergers and acquisitions. The dualapplication of GPDEA provided a greater understanding of efficiency generation in synergy creation by means of M&A. 展开更多
关键词 Merger and acquisition Multiple-Objective Optimization Goal Programming data Envelopment analysis SYNERGY
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Research of CRP-based irregular 2D seismic acquisition 被引量:1
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作者 赵虎 尹成 +2 位作者 何光明 陈爱萍 敬龙江 《Applied Geophysics》 SCIE CSCD 2015年第1期73-78,122,共7页
Seismic exploration in the mountainous areas of western Chinese is extremely difficult because of the complexity of the surface and subsurface, which results in shooting difficulties, seismic data with low signal-to-n... Seismic exploration in the mountainous areas of western Chinese is extremely difficult because of the complexity of the surface and subsurface, which results in shooting difficulties, seismic data with low signal-to-noise ratio, and strong interference. The complexity of the subsurface structure leads to strong scattering of the refl ection points; thus, the curved-line acquisition method has been used. However, the actual subsurface structural characteristics have been rarely considered. We propose a design method for irregular acquisition based on common refl ection points(CRP) to avoid difficult-to-shoot areas, while considering the structural characteristics and CRP positions and optimizing the surfacereceiving line position. We arrange the positions of the receiving points to ensure as little dispersion of subsurface CRP as possible to improve the signal-to-noise ratio of the seismic data. We verify the applicability of the method using actual data from a site in Sichuan Basin. The proposed method apparently solves the problem of seismic data acquisition and facilitates seismic exploration in structurally complex areas. 展开更多
关键词 Geometry design irregular geometry acquisition design seismic data acquisition CRP analysis
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基于Android手持数据采集分析软件的设计 被引量:3
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作者 郑嘉明 苏凯雄 《微型机与应用》 2017年第3期99-102,共4页
针对大型工程机械设备智能化的趋势,紧密结合现代化大型工程机械设备的需求现状,基于Android系统设计了一套工程机械手持数据采集分析软件。通过Wi Fi接收下位机采集的数据,在Android终端以图形文本等多种形式显示数据并将数据保存在本... 针对大型工程机械设备智能化的趋势,紧密结合现代化大型工程机械设备的需求现状,基于Android系统设计了一套工程机械手持数据采集分析软件。通过Wi Fi接收下位机采集的数据,在Android终端以图形文本等多种形式显示数据并将数据保存在本地。该设计旨在为手持式、便携式的工程数据采集终端与数据分析软件的开发提出一种新的解决方案。 展开更多
关键词 工程机械 手持式 andROID 数据采集
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Productivity Analysis for Banks' Merger and Acquisition Using Two-Stage DEA: Evidence from China 被引量:3
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作者 Jia LI Ping WANG +1 位作者 Xiangyang TAO Yao WEN 《Journal of Systems Science and Information》 CSCD 2021年第6期627-659,共33页
Mergers and acquisitions(M&A) are important parts of banking reform, which can increase the synergies and reduce the costs of the banks. To analyze the effect and importance of the M&A in the reform period, we... Mergers and acquisitions(M&A) are important parts of banking reform, which can increase the synergies and reduce the costs of the banks. To analyze the effect and importance of the M&A in the reform period, we measure the productivity change of China’s banks who completed M&A during 2004–2018, by using a two-stage data envelopment analysis(DEA) method. First, we incorporate the process of deposits producing and the process of profit earning as a two-stage structure of bank’s system. Then,we construct a slacks-based measure(SBM) model considering the weak disposability of undesirable outputs to measure the productivity of 14 M&A banks in China. Particularly, we adopt the global Malmquist index(GMI) to evaluate the productivity change of the banks, and analyze the efficiency change(EC) and technical change(TC) for the whole system and individual stages. Additionally, to facilitate making M&A plans, we classify the M&A banks to obtain the process they need to improve and the trend they could adopted:(i) We classify them into four categories by the productivity of two individual stages;(ii) We also classify them into four categories by EC and TC. Finally, the policy recommendations for M&A banks are given. 展开更多
关键词 data envelopment analysis merger and acquisition slack-based measure undesirable outputs China’s banking
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Implementation of a drainage information, analysis and management system 被引量:1
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作者 J. N. Meegoda T. M. Juliano +2 位作者 L. Potts C. Tang T. Marhaba 《Journal of Traffic and Transportation Engineering(English Edition)》 2017年第2期165-177,共13页
An integrated drainage information, analysis and management system (DIAMS) was developed and implemented for the New Jersey Department of Transportation (N/DOT). The purpose of the DIAMS is to provide a useful too... An integrated drainage information, analysis and management system (DIAMS) was developed and implemented for the New Jersey Department of Transportation (N/DOT). The purpose of the DIAMS is to provide a useful tool for managers to evaluate drainage infrastructure, to facilitate the determination of the present costs of preserving those in- frastructures, and to make decisions regarding the optimal use of their infrastructure budgets. The impetus for DIAMS is the culvert information management system (CIMS), which is developed to manage the data for culvert pipes. DIAMS maintains and summa- rizes accumulated inspection data for all types of drainage infrastructure assets, including pipes, inlet/outlet structures, outfalls and manufactured treatment devices. DIAMS capa- bilities include identifying drainage infrastructure, maintaining inspection history, map- ping locations, predicting service life based on the current condition states, and assessing present asset value. It also includes unit cost values of 72 standard items to estimate the current cost for new assets with the ability to adjust for future inflation. In addition, DIAMS contains several different repair, rehabilitation and replacement options to remedy the drainage infrastructure. DIAMS can analyze asset information and determine decisions to inspect, rehabilitate, replace or do nothing at the project and network levels by comparing costs with risks and failures. Costs may be optimized to meet annual maintenance budget allocations by pfioritizing drainage infrastructure needing inspection, cleaning and repair. DIAMS functional modules include vendor data uploading, asset identification, system administration and financial analysis. Among the significant performance feature of DIAMS is its proactive nature, which affords decision makers the means of conducting a comprehensive financial analysis to determine the optimal proactive schedule for the proper maintenance actions and to prioritize them accordingly. Benefits of DIAMS include long-term savings that accrue by adopting optimized preventive maintenance strategies and facilitating compliance with Governmental Accounting Standards Board (GASB) and federal storm water regulations. 展开更多
关键词 Financial analysis Pipe Condition assessment data collection inspection Inventory
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Research on the Hardware-in-the-loop Simulation of Guidance System
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作者 Shan, Jiayuan Li, Zhongwu 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 1994年第3期41-48,共8页
In this paper, the composition of the hardware-in-the-loop simulation system of missile guidance system and the characteristic and function of every equipment in this simulation system are discussed. Then the principl... In this paper, the composition of the hardware-in-the-loop simulation system of missile guidance system and the characteristic and function of every equipment in this simulation system are discussed. Then the principle of this system is discussed in terms of theory, and the resemblance of prototype system with simulation system is analyzed. Also, many key problems such as equipment interface, equipment installation, modelling and software design are dealt with. At the end, the error source of simulation system is analyzed, and a strong base is built for the study of simulation system precision. 展开更多
关键词 ANIMATION Computer simulation Computer software data acquisition Error analysis INSTALLATION Interfaces (computer) Missiles
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The Analysis of Dimensionless Magnitudes in Economic Science
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作者 Odysseas Kopsidas 《Economics World》 2018年第4期279-285,共7页
An economy consists of the economic system of a country or other unit of human society.It includes labor,capital,natural resources,production,trade,distribution and consumption of goods and services in the area where ... An economy consists of the economic system of a country or other unit of human society.It includes labor,capital,natural resources,production,trade,distribution and consumption of goods and services in the area where human society is active.These factors give context,content,and determine the conditions and parameters with which the economy operates.When searching with data mining techniques to identify or find out dimensionless groups(DGs)in technical literature,it is possible to meet errors/faults/omissions concerning both,the form and the content of such groups.In the present study,a methodological framework has been developed in terms of a logical flow chart,including 11 activity stages and seven decision nodes,to acquire/process/store/retrieve knowledge for reconstruction and identification of these groups.Case Based Reasoning(CBR),especially modified to meet the needs of this work,has been used for tracing causality paths by similarity and making correction suggestions.Two case examples are presented to prove the functionality of the proposed methodology.Non-dimensional groups are used in engineering but can also be used in economic science.Through this analysis,we can calculate the scale of industrial processes from laboratory to pilot and then factory scale.Still through the study of non-dimensional groups,it is easy to calculate economies of scale embedded in the production process.Synergy savings and target economies cause economies of scale in a production process and reduce the cost of production per unit of output when production is increased.Non-dimensional groups can be a quantitative and measurable indicator for calculating and predicting economies of scale in an industrial unit.The same can happen in an economic unit providing services,that is,intangible products. 展开更多
关键词 dimensional analysis knowledge acquisition DIMENSIONLESS groups case based reasoning data mining BLAKE NUMBER modified REYNOLDS NUMBER adsorption sedimentation flocculation filtration scale up
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基于证据链的产品质量检测信息化系统
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作者 和明军 闫号 《制造技术与机床》 北大核心 2024年第5期173-180,共8页
工业信息化4.0提出以来,对质量检测的可靠性和检测效率的要求不断提高。为解决基于传统的依靠人工加以检测仪器辅助的质量检测手段效率低下、检测结果受人的主观影响较大等问题,文章提出基于数字化证据链的产品质量检测信息化系统,全面... 工业信息化4.0提出以来,对质量检测的可靠性和检测效率的要求不断提高。为解决基于传统的依靠人工加以检测仪器辅助的质量检测手段效率低下、检测结果受人的主观影响较大等问题,文章提出基于数字化证据链的产品质量检测信息化系统,全面介绍了系统的基本架构,包括产品质量检测数据采集模块、过程数据数字化模块、数据分析管理模块、过程检验动态管理模块、证据链构造和解析模块以及客户质量检测数据管理模块,并基于上述模块组成的系统介绍了四种典型的工作流程,给出了相关应用案例,以供各生产、检测人员参考。 展开更多
关键词 证据链 质量检测 大数据分析 信息化
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船舶操纵性约束模测量系统设计与分析
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作者 王飞 马雪泉 +1 位作者 谢凤伟 吴永顺 《计算机测量与控制》 2024年第2期14-21,共8页
为解决实验室船舶操纵性约束模实验中的测量及数据分析处理技术问题,开发组建实验测量系统,推导数据分析处理方法,以期实现约束模实验的测量与数据在线分析处理;根据前期研究经验,设计了较为完善的测量硬件系统方案;为实现约束模中精确... 为解决实验室船舶操纵性约束模实验中的测量及数据分析处理技术问题,开发组建实验测量系统,推导数据分析处理方法,以期实现约束模实验的测量与数据在线分析处理;根据前期研究经验,设计了较为完善的测量硬件系统方案;为实现约束模中精确的零相位整周期测量要求,采用光电开关利用数据采集卡的硬件触发启动功能,并给出了整数周期测量的方案;利用最小二乘拟合及傅里叶分析等方法推导给出各船舶水动力导数数据处理方法;在此基础上,作为重点编写了完整的在线测量与数据在线分析程序,主要功能内部独立实现;该系统手工介入频度低,基本实现了测量的自动化,效率得到大幅提高;最后进行实际测量验证,数据的拟合结果与测量结果符合良好,验证了该系统的可靠性;同时处理结果显示船舶附加质量导数Y同船舶惯性质量很接近,而导数Y′r,N′数值很小,近于零。 展开更多
关键词 船舶操纵性 约束模 平面运动机构 傅里叶分析 最小二乘拟合 数据采集
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几种基于随钻参数地层识别方法的对比分析
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作者 张航盛 孙平贺 +5 位作者 朱建新 邓盈盈 曹函 张晨 张鑫鑫 蒲英杰 《钻探工程》 2024年第S01期10-15,共6页
地层岩性的实时识别对及时调整钻井参数、有效控制井眼轨迹、寻找地下储层都具有十分重要的作用。与传统岩性识别方法相比,通过监测随钻参数变化进行岩性识别,具有便捷、高效、实时、准确、环保以及节能等优点。围绕基于随钻参数的地层... 地层岩性的实时识别对及时调整钻井参数、有效控制井眼轨迹、寻找地下储层都具有十分重要的作用。与传统岩性识别方法相比,通过监测随钻参数变化进行岩性识别,具有便捷、高效、实时、准确、环保以及节能等优点。围绕基于随钻参数的地层岩性识别技术,按照煤矿勘探、油气藏开采等不同岩性识别应用领域对随钻参数进行分类;通过对随钻测控技术及装备的研究现状分析,介绍随钻参数采集及传输技术;介绍了机器学习算法、多元统计分析法、灰色关联法、交会图法的特点及应用情况;结合应用案例对4种基于随钻参数的地层识别方法进行对比分析。最终,归纳总结了随钻岩性识别研究的关键技术问题,分析了在研发及工程应用中存在的不足及面临的挑战,并给予建议。 展开更多
关键词 地层识别 随钻参数 数据采集 机器学习算法 多元统计分析法 灰色关联法 交会图法
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海洋环境监测平台数据采集吊舱减摇装置动力学分析与试验
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作者 李文松 李明智 +3 位作者 王生海 王刚 王玺华 万殿鹏 《渔业现代化》 CSCD 北大核心 2024年第6期49-60,共12页
随着海洋牧场建设向纵深发展,环境监测平台已广泛应用于海洋牧场海水养殖环境监测中。针对生产使用的海洋环境监测平台数据采集吊舱布放回收过程中因受风、浪、流影响下出现的电缆断裂损坏问题,设计了一种海上平台吊舱减摇装置。基于牛... 随着海洋牧场建设向纵深发展,环境监测平台已广泛应用于海洋牧场海水养殖环境监测中。针对生产使用的海洋环境监测平台数据采集吊舱布放回收过程中因受风、浪、流影响下出现的电缆断裂损坏问题,设计了一种海上平台吊舱减摇装置。基于牛顿第二定律建立了海上平台横摇、纵摇激励下的吊舱减摇装置动力学模型,并使用Matlab/Simulink软件进行了数值仿真分析,比较了有无减摇装置情况下吊舱摆幅的变化情况。结果显示:在有减摇装置的情况下,吊舱的面内角摆动幅度可减小约66.9%,面外角摆动幅度可减小约69%,平均减摇比为67.95%,在已有的理论基础上搭建了样机并进行了试验验证。结果显示,吊舱减摇装置对吊舱的摆幅具有明显的抑制作用,面内角摆动幅度可减小约73.5%。研究表明,吊舱减摇装置对提高海洋牧场监测平台数据采集系统的可靠性与安全性具有重要的实践指导意义。 展开更多
关键词 海上平台 数据采集吊舱 减摇装置 动力学分析
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大型起重机数字化检测技术开发与研究
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作者 陆震云 张卫斌 +2 位作者 张勇 黄钰珺 陆顺峰 《机械管理开发》 2024年第1期93-95,共3页
拟利用起重机振动检测、无损检测、金属结构在线应力检测、起重机电气控制系统检测、数据库技术、智能分析软件等技术手段,基于起重机基本信息数据、技术参数数据、检验数据、维保数据、物联网设备采集数据等多维度数据,研究出一套针对... 拟利用起重机振动检测、无损检测、金属结构在线应力检测、起重机电气控制系统检测、数据库技术、智能分析软件等技术手段,基于起重机基本信息数据、技术参数数据、检验数据、维保数据、物联网设备采集数据等多维度数据,研究出一套针对大型起重机的数字化检测技术,并通过对大数据的分析,制定出有针对性的起重机使用意见、维护保养意见和使用寿命监测意见,从而进一步提高大型起重机的工作效率、降低起重机安全事故的发生频率,为起重机带来更好的使用性能、为操作人员带来安全保障、为企业带来经济效益、为政府带来社会效益。 展开更多
关键词 大型起重机 数字化检测技术 无损检测 应力检测 数据分析
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基于电力营销大数据技术的反窃电检查应用分析 被引量:2
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作者 崔亚洲 曹敬立 +3 位作者 王玉君 佟鑫 陈丽晔 李明 《自动化技术与应用》 2024年第5期131-134,162,共5页
由于目前方法存在精度低和性能差的问题,提出基于电力营销大数据技术的反窃电检查应用分析方法。该方法采用因子分析模型对电力营销大数据进行降维处理,并利用缺失数据填补算法对降维处理后的缺失电力营销数据进行填补,对线损波动率、... 由于目前方法存在精度低和性能差的问题,提出基于电力营销大数据技术的反窃电检查应用分析方法。该方法采用因子分析模型对电力营销大数据进行降维处理,并利用缺失数据填补算法对降维处理后的缺失电力营销数据进行填补,对线损波动率、电流差异曲线和台区线损三者之间存在的关联进行分析,以此判断是否存在窃电行为,完成反窃电检查。实验结果表明,所提方法可准确检测到窃电行为发生的时间和次数,F-Measure值高,表明所提方法的检测精度高、性能好。 展开更多
关键词 因子分析模型 数据降维 缺失数据填补算法 反窃电检查
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