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NoSQL Database Modeling and Management: A Systematic Literature Review NoSQL 数据库建模与管理:系统性文献综述
Pub Date : 2023-09-30 DOI: 10.19053/01211129.v32.n65.2023.16519
Raul Aguilar Vera, Andrés Naal Jácome, Julio Díaz Mendoza, Omar Gómez Gómez
The NoSQL databases that emerged this century were created to solve the limitations of relational database systems due to the different types of data that have appeared for information processing. In this paper, we present the results of a secondary study carried out to find and synthesize the research made up to now on modeling processes, characteristics of the used types of data, and management tools for NoSQL Databases. Currently, four types are recognized and classified according to the data model they use: key-value, document-oriented, column-based, and graph-based. With this study, it was possible to identify that the most frequently type of NoSQL database model is that of documents because it offers greater flexibility and versatility compared to the other three models. Although it offers more complex search methods, in terms of data, column and document schemas are the ones that usually describe their characteristics. It was also possible to observe a trend in the use of the column-oriented model and the document-oriented model in the management tools, and, although they all comply with the basic functionalities, the differences lie in the way in which the information is stored and the way they can be accessed.
本世纪出现的 NoSQL 数据库是为了解决关系型数据库系统因信息处理中出现的不同数据类型而受到的限制。在本文中,我们介绍了一项二次研究的结果,该研究旨在发现和综合迄今为止关于 NoSQL 数据库的建模过程、所用数据类型的特征和管理工具的研究。目前,根据所使用的数据模型,可以识别和划分出四种类型:键值型、面向文档型、基于列型和基于图型。通过这项研究,可以确定最常见的 NoSQL 数据库模型类型是文档型,因为与其他三种模型相比,它具有更大的灵活性和通用性。虽然它提供了更复杂的搜索方法,但就数据而言,列和文档模式通常是描述其特征的模式。此外,还可以观察到在管理工具中使用面向列模式和面向文档模式的趋势,虽然它们都符合基本功能,但区别在于信息的存储方式和访问方式。
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引用次数: 0
BPM Methodology Applied in Construction Projects: A Reflection 建筑项目中应用的 BPM 方法:反思
Pub Date : 2023-09-13 DOI: 10.19053/01211129.v32.n65.2023.16729
Julián-Gustavo Barrera-Alvarado, Juan Sebastián González-Sanabria, J. Sarmiento-Rojas
The Business Process Management (BPM) methodology is emerging as an essential management philosophy in the optimization of business processes, demonstrating its relevance in the construction sector. In Colombia, where managing construction projects requires a more strategic approach, implementing BPM presents a valuable opportunity to improve efficiency and agility at all stages, from planning to after-sales. The effective integration of BPM represents a significant breakthrough, enabling companies to achieve higher levels of productivity and efficiency in a highly competitive environment. This article proves from the research the importance of the methodology and the potential benefit of its use in the different civil works projects since they are made up of processes. In the end, adopting the BPM methodology in the construction sector will not only optimize the management of projects but will also contribute to the sustainable growth and global development of this fundamental industry.
业务流程管理(BPM)方法正在成为优化业务流程的重要管理理念,这表明它与建筑行业息息相关。在哥伦比亚,管理建筑项目需要采用更具战略性的方法,而实施 BPM 则为提高从规划到售后各个阶段的效率和灵活性提供了宝贵的机会。有效整合业务流程管理是一项重大突破,可使企业在激烈的竞争环境中实现更高水平的生产力和效率。本文通过研究证明了该方法的重要性,以及在不同土木工程项目中使用该方法的潜在好处,因为这些项目都是由流程组成的。最后,在建筑行业采用 BPM 方法不仅能优化项目管理,还能促进这一基础行业的可持续增长和全球发展。
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引用次数: 0
Optical Transport Architecture for the Fronthaul Segment in a 5G NR Network based on Polarization and Wavelength Multiplexing 基于偏振和波长复用的 5G NR 网络前端段光传输架构
Pub Date : 2023-08-29 DOI: 10.19053/01211129.v32.n65.2023.16054
Ingrid-Katherine Balero-Lozada, César-Augusto Pérez-Mateus, G. Puerto-Leguizamón
This paper presents the design of an optical transport architecture for the fronthaul segment in a 5G New Radio (NR) network based on both polarization and wavelength multiplexing using Polarization Splitters (PS) and an Arrayed Waveguide Grating (AWG), respectively. The proposed architecture is assessed by the transport of Orthogonal Frequency Division Multiplexing (OFDM) services, which allows the definition of different numerologies and service profiles; those are key aspects in the framework of 5G RN. The proposed design shows a flexible and scalable management of numerologies per polarized light component, featuring a suitable response in terms of Bit Error Rate (BER) and Error Vector Magnitude (EVM) measurements for 15 kHz, 30 kHz, and 60kHz subcarrier spacing of an OFDM based on 4QAM modulation format.
本文介绍了 5G 新无线电(NR)网络前端段光传输架构的设计,该架构基于偏振和波长复用,分别使用偏振分路器(PS)和阵列波导光栅(AWG)。拟议架构通过传输正交频分复用(OFDM)服务进行评估,允许定义不同的数字和服务配置文件;这些都是 5G RN 框架的关键方面。拟议的设计显示了对每个偏振光分量的灵活和可扩展的数字管理,在基于 4QAM 调制格式的 OFDM 的 15 kHz、30 kHz 和 60 kHz 子载波间隔的比特误码率 (BER) 和误差矢量幅度 (EVM) 测量方面具有合适的响应。
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引用次数: 0
Software Integration of an IMU Sensor to a CubeSat Platform Based on CSP (CubeSat Space Protocol) 基于 CSP(立方体卫星空间协议)的 IMU 传感器与立方体卫星平台的软件集成
Pub Date : 2023-06-30 DOI: 10.19053/01211129.v32.n64.2023.15732
Sergio-Fernando Barrera-Molano, Javier-Enrique Méndez-Gómez, Dib-Ziyari Salek-Chaves
The development and use of nanosatellites have increased in recent years. Space programs were exclusive to governments with significant capital. Now, nanosatellites have changed the orbital ecosystem and have allowed new regions and a wide range of industries to position themselves in the so-called new space, a growing sector that democratizes the commercialization of space thanks to a smaller, more agile, and affordable technology. Nanosatellites have similar capabilities to their conventional counterparts but are commonly used for highly specific missions such as Earth observation, telecommunications, and meteorology. The complex development of a nanosatellite requires solving different engineering problems to assembly and integrate all hardware and software components into a small space. It requires the monitoring, control, and operation of the satellite’s features from the ground segment. One major challenge is the development of satellite mission control software for both space and ground segments in limited-time scheduled missions. This article describes the integration process of an EPSON M-G364PDCA Inertial Measurement Unit (IMU) to a CubeSat platform nanosatellite based on the Danish company GomSpace devices and a CSP protocol. The result is a hardware implementation and software development by the Colombian Air Force (FAC) team as part of the FACSAT-2 program. The integration of these components into the space and ground segment contributes to solve one challenge in the development of control software for space missions, as described above, and becomes the first approach for Colombian space nanosatellites software development. In addition, this research presents the Colombian Air Force configuration for space mission subsystems on the CSP network, the software development for the main on-board computer based on a NanoMind A3200 to setup the IMU —controlled and monitored from the ground segment through a CSP terminal on a Linux server—, and setup telemetry data from space to be sent periodically to the ground segment and stored locally in a MongoDB database for its subsequent visualization and analysis.
近年来,超小型卫星的开发和使用日益增多。太空计划是拥有大量资金的政府的专属项目。现在,超小型卫星已经改变了轨道生态系统,使新的地区和广泛的行业能够在所谓的新空间中占据一席之地,由于技术更小、更灵活、更经济实惠,这一不断增长的领域实现了空间商业化的民主化。超小型卫星具有与传统卫星类似的功能,但通常用于地球观测、电信和气象学等高度特定的任务。超小型卫星的开发十分复杂,需要解决不同的工程问题,将所有硬件和软件组件组装和集成到一个狭小的空间内。它要求从地面段对卫星的功能进行监测、控制和操作。其中一个主要挑战是在有限的时间计划任务中为空间和地面段开发卫星任务控制软件。本文介绍了将 EPSON M-G364PDCA 惯性测量单元(IMU)集成到基于丹麦 GomSpace 公司设备和 CSP 协议的 CubeSat 平台超小型卫星的过程。作为 FACSAT-2 计划的一部分,哥伦比亚空军(FAC)团队进行了硬件实施和软件开发。如上所述,将这些组件集成到空间和地面段有助于解决空间任务控制软件开发中的一个难题,并成为哥伦比亚空间超小型卫星软件开发的第一种方法。此外,本研究还介绍了哥伦比亚空军在 CSP 网络上对空间飞行任务子系统的配置,基于 NanoMind A3200 的主机载计算机的软件开发,以设置 IMU(通过 Linux 服务器上的 CSP 终端从地面段进行控制和监测),以及设置从空间定期发送到地面段的遥测数 据,并将其本地存储在 MongoDB 数据库中,以便随后进行可视化和分析。
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引用次数: 0
Machine Learning Applied to Gender Violence: A Systematic Mapping Study 将机器学习应用于性别暴力:系统绘图研究
Pub Date : 2023-06-20 DOI: 10.19053/01211129.v32.n64.2023.15944
Cristian-Camilo Pinto-Muñoz, Jhon-Alex Zuñiga-Samboni, Hugo-Armando Ordoñez-Erazo
Machine Learning (ML) has positioned itself as one of the best tools to address different problems thanks to its data processing capabilities, as well as the different models, algorithms, and predictive factors that help to solve defined problems. Therefore, this article presents a systematic mapping from 2018 to 2023 focused on the application of ML to gender-based violence. The methodology followed for this study is based on the definition of elements such as research questions, search strings, bibliographic sources, and inclusion and exclusion criteria. The research results allow us to understand the benefits and challenges of using artificial intelligence, precisely one of its branches, ML, to help combat problems in different areas of society, such as education, health, and violence, among others. It also identifies the countries where ML is being researched and the contexts it is applied to. The study discusses the application of ML to combat gender-based violence. After conducting a literature review, beneficial results were found in the application of artificial intelligence and ML. The results obtained in the different articles showed a predictive capacity and improvements compared to currently used systems. However, despite the positive results, no evidence of the development of an ML model or algorithm applied to gender-based violence in Colombia was found in the review.
机器学习(ML)凭借其数据处理能力,以及有助于解决既定问题的不同模型、算法和预测因素,已被定位为解决不同问题的最佳工具之一。因此,本文介绍了从 2018 年到 2023 年的系统规划,重点是将 ML 应用于性别暴力。本研究采用的方法基于对研究问题、搜索字符串、书目来源、纳入和排除标准等要素的定义。研究结果让我们了解了使用人工智能(正是其分支之一--ML)帮助解决教育、卫生和暴力等不同社会领域问题的益处和挑战。它还确定了正在研究 ML 的国家及其应用环境。本研究讨论了应用 ML 打击性别暴力的问题。在进行文献综述后,发现了人工智能和 ML 应用方面的有益成果。不同文章中获得的结果表明,与目前使用的系统相比,人工智能具有预测能力并有所改进。然而,尽管取得了积极成果,但在审查中并未发现开发出适用于哥伦比亚性别暴力的人工智能模型或算法的证据。
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引用次数: 0
Evaluation of Parameters in the Removal of Linear Alkylbenzene Sulfonate Anionic Surfactant Using Electrocoagulation 电絮凝法去除线性烷基苯磺酸盐阴离子表面活性剂的参数评价
Pub Date : 2020-12-29 DOI: 10.19053/01211129.V30.N55.2021.11570
Á. Villabona-Ortíz, C. Tejada-Tovar, Lenis De-La-Rosa-Jiménez
The objective of the present investigation was to construct an electrocoagulation cell in a batch system and to evaluate its capacity to remove the anionic surfactant of the linear alkylbenzene sulfonate (LAS), which is present in gray water determining the effect of the type of electrodes (Al or Fe), distance between electrodes (1, 1.5 and 2 cm) and voltages (10, 15 and 20 V). The experimental tests were carried out for 20 min. The dimensions of the short wave electrolysis cell built in glass were 26 cm long, 7 cm wide and 12 cm high, with 10 electrodes of 12x6 cm supported by a PVC structure. The concentration of LAS in the solution was determined by employing UV-Vis spectrometry applying the Methylene Blue Active Substances (MBAS) method. A higher removal of 65.55% was obtained when aluminum electrodes were used, and 69.11% with iron electrodes a separation of 1.5 cm and a voltage of 20 V, presenting less change in pH, conductivity, and energy consumption when using the Al3 electrode. When evaluating the effect of time at the best experimental configuration (Al, 1.5 cm, 20 V) it was established that the removal efficiency increased to 75.13% in 60 min. Electrocoagulation with aluminum electrodes is presented as an efficient alternative for the removal of LAS in solution.
本研究的目的是在间歇式系统中构建电凝细胞,并评估其去除灰水中存在的线性烷基苯磺酸盐(LAS)阴离子表面活性剂的能力,确定电极类型(Al或Fe),电极之间的距离(1,1.5和2cm)和电压(10,15和20 V)。实验测试进行了20分钟。在玻璃中构建的短波电解池尺寸为长26 cm,宽7 cm,高12 cm,由PVC结构支撑10个12x6 cm的电极。采用亚甲基蓝活性物质(MBAS)法,采用紫外-可见光谱法测定溶液中LAS的浓度。铝电极的去除率为65.55%,铁电极的去除率为69.11%,电极间距为1.5 cm,电压为20 V, Al3电极的pH值、电导率和能耗变化较小。在最佳实验配置(Al, 1.5 cm, 20 V)下评估时间的影响时,确定了60 min内去除效率提高到75.13%。铝电极电絮凝是去除溶液中LAS的有效替代方法。
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引用次数: 2
Ultrasound Applied in the Reduction of Viscosity of Heavy Crude Oil 超声波在稠油降粘中的应用
Pub Date : 2020-10-07 DOI: 10.19053/01211129.v29.n54.2020.11528
David-Roberto Olaya-Escobar, Leonardo-Augusto Quintana-Jiménez, E. González-Jimenez, Erika-Sofia Olaya-Escobar
Reducing the viscosity of heavy oil through upgrading techniques is crucial to maintaining the demand for oil, which is growing at an annual rate of 1.8%. The phenomenon of acoustic cavitation occurs when ultrasound is applied in the treatment of heavy crudes. This is an emerging technology that is being developed to improve the physical and chemical properties of highly viscous crudes, which facilitates handling, increases the proportion of light factions, and improves their price in the market. Taking into account that it does not yet operate on an industrial scale, a bibliographic review of the advances in acoustic cavitation technology with ultrasound for the improvement of heavy crude is justified, to contribute to the development of its industrial application by identifying new approaches and research guidelines in engineering and science. The objective of this article is to show the advance of said technology and describe the experiments carried out by various authors. For this purpose, a literature review was conducted with documents published from 1970 to 2020, which were compiled through a systematic search in academic databases. As a result of this review, some conceptual gaps and deficiencies in the phenomenological foundation were found, which explain the current difficulties to implement experimental tests and design the process at larger scales. These deficiencies limit the quality and repeatability of the results. A need was also identified to focus the efforts on a systematic experimentation that fulfills the laboratory and pilot plant phases, which are essential to take these technologies to an industrial scale.
通过技术升级降低稠油的粘度对于维持石油需求至关重要,目前石油需求以每年1.8%的速度增长。超声处理重质原油时,会产生声空化现象。这是一项新兴技术,旨在改善高粘性原油的物理和化学性质,从而便于处理,增加轻质组分的比例,并提高其市场价格。考虑到声波空化技术尚未达到工业规模,我们有理由对利用超声波改善重质原油的声波空化技术的进展进行文献回顾,通过确定工程和科学方面的新方法和研究指导方针,为其工业应用的发展做出贡献。本文的目的是展示上述技术的进步,并描述由不同作者进行的实验。为此,通过系统检索学术数据库,对1970年至2020年发表的文献进行了文献综述。通过这一综述,发现现象学基础存在一些概念上的空白和缺陷,这解释了目前在更大规模上实施实验测试和设计过程的困难。这些缺陷限制了结果的质量和可重复性。会议还确定需要集中精力进行系统的实验,以完成实验室和试验工厂阶段的工作,这对于将这些技术推向工业规模至关重要。
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引用次数: 8
Caracterización en frecuencia de microondas de películas de titanato de bario obtenidas vía Sol-Gel 溶胶-凝胶法制备的钛酸钡薄膜的微波频率表征
Pub Date : 2019-12-03 DOI: 10.19053/01211129.v29.n54.2020.10416
José Ignacio Marulanda-Bernal, Wilson Henry Gallo-Castrillón, D. M. Mosquera-Palacio
espanolEl presente trabajo se centra en la caracterizacion estructural, morfologica y dielectrica de peliculas de titanato de bario (BTO o BaTiO3por su formula quimica) depositadas mediante la tecnica que proporciona recubrimiento por medio de un sistema de rotacion (spin coating) sobre substratos de silicio cristalino (Si) y resonadores CPW a traves del metodo Sol-Gel, utilizando una relacion molar Ba/Ti de 0.5/0.5. Las guias de ondas se fabricaron sobre substratos de alumina (Al2O3) con 3 m de metalizacion en oro (Au) empleando la tecnica de ablacion laser. La microscopia electronica de barrido (SEM) con espectrometria de dispersion de energia de rayos X (EDS) permitio evidenciar la existencia de una pelicula de BTO con una composicion elemental de 14.62 % de bario y 5.65 % de titanio, ademas de un espesor de 0.77 m medido utilizando la modalidad perfilometrica de la microscopia de fuerza atomica (AFM). La caracterizacion dielectrica se llevo a cabo mediante la comparacion de la respuesta en frecuencia (parametro S21) de un resonador CPW con pelicula de BTO depositada y otro resonador de referencia (sin pelicula) usando un analizador vectorial de red (VNA). Estas medidas se comparan a su vez con simulaciones computacionales para obtener las propiedades dielectricas. Para la pelicula de BTO se determino una constante dielectrica relativa (r) de 160 con tangente de perdida (Tan) de 0.012 para una frecuencia de 3.60 GHz. La constante dielectrica y la propiedad ferroelectrica del material elaborado son caracteristicas bastante promisorias para aplicaciones en circuitos de microondas, tales como miniaturizacion y sintonizabilidad. EnglishThe present work focuses on the structural, morphological and dielectric characterization of barium titanate films (BTO or BaTiO3 due to its chemical formula) deposited by spin coating on crystalline silicon (Si) substrates and CPW resonators using the Sol-Gel technique with a Ba/Ti molar ratio of 0.5/0.5. The coplanar waveguides were manufactured on alumina substrates (Al2O3) with 3 m of gold (Au) metallization using the laser ablation technique. The scanning electron microscopy (SEM) with X-ray energy dispersion spectrometry (EDS) showed the existence of a BTO film with an elementary composition of 14.62% barium and 5.65% titanium, with a thickness of 0.77 m measured using the profilometric mode of the atomic force microscopy (AFM). Dielectric characterization was carried out by comparing the frequency response (parameter S21) of a CPW resonator with deposited BTO film and another reference resonator (without film) using a network vector analyzer (VNA). These measurements are compared in turn with computational simulations to obtain the dielectric properties. For the BTO film a relative dielectric constant (r) of 160 was determined with a loss tangent (Tan) of 0.012 for a frequency of 3.60 GHz. The dielectric constant and the ferroelectric property of the material produced are quite promising for applications in m
本工作着重于结构的特点,和电影钛酸钡. (BTO或BaTiO3的化学公式)通过提供覆盖的技术通过一个旋转(spin涂层)系统、晶体硅(如果)和resonadores CPW Sol-Gel技术通过使用摩尔Ba / 0.5/0.5 it。采用激光烧蚀技术在氧化铝(Al2O3)基片上用3mm金(Au)金属化制备波导。扫描电子显微镜(SEM)与能量色散X射线谱(编)证明了电影的BTO基本组成14.62 %钡和钛5.65 %,此外0.77毫米厚度的测量使用方式perfilométrica原子力显微镜(AFM)。通过使用网络矢量分析仪(VNA)比较带有BTO薄膜的CPW谐振器和另一个参考谐振器(无薄膜)的频率响应(S21参数),进行了介电表征。这些测量结果与计算机模拟进行了比较,以获得介电性能。对于BTO薄膜,在3.60 GHz频率下,相对介电常数(er)为160,损耗切线(Tand)为0.012。该材料的介电常数和铁电性能在微波电路的小型化和可调谐性等方面具有广阔的应用前景。
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引用次数: 1
Stress-strain and penetration characteristics of clay modified with crumb rubber 橡胶屑改性粘土的应力-应变及渗透特性
Pub Date : 2018-08-07 DOI: 10.19053/01211129.v28.n49.2018.8745
S. Vijay
Waste disposal has become a serious issue worldwide due to the huge amount of by-products generated by refineries and smelting industries that threat the environment if they are disposed inefficiently. Development of roads leads to a large usage of vehicles and, hence, a large amount of rubber waste (i.e., from tyres). Given that storing this material pollutes the environment, its recycled reused is currently trending. Various percentages of crumb rubber (0, 10, 15, 20, 30, 40 and 50) were mixed with highly and low compressible clay to understand the strength and penetration characteristics of the modified clay. Additionally, the thickness reduction of the pavement layer that reduces construction costs was visualize.
由于精炼厂和冶炼行业产生的大量副产品如果处理不当,会对环境造成威胁,废物处理已成为世界范围内的一个严重问题。道路的发展导致车辆的大量使用,因此产生了大量的橡胶废物(即轮胎)。考虑到储存这种材料会污染环境,它的回收再利用是目前的趋势。将不同比例的橡胶屑(0、10、15、20、30、40和50)与高压缩性和低压缩性粘土混合,了解改性粘土的强度和渗透特性。此外,路面层厚度的减少减少了施工成本。
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引用次数: 3
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Revista Facultad de Ingeniería
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