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Extraordinary Passive Safety in Cars Using a Sensor Network Model 使用传感器网络模型实现汽车的非凡被动安全
IF 0.4 Q4 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2022-01-04 DOI: 10.14483/23448393.18493
J. S. Ruíz Castilla, F. García Lamont
Context:  The automobile industry has included active and passive safety. Active safety incorporates elements to avoid crashes and collisions. Some elements are ABS brakes and stabilization bars, among others. On the other hand, passive safety avoids or minimizes damage to the occupants in the event of an accident. Some passive safety features include seat belts and front and curtain airbags for the driver and other occupants.Method: In this research work, we propose a new category called Extraordinary Passive Safety (XPS). A model of a sensor network was designed to inspect the conditions inside the car to detect fire, smoke, gases, and extreme temperatures. The sensors send data to a device (DXPS) capable of receiving and storing the data.Results: Each sensor collects data and sends it to the DXPS every period. The sensor sends 0s while there is no risk, and 1s when it detects a risk. When the DXPS receives a 1, the pattern is evaluated, and the risk is identified. Since there are several sensors, the reading pattern is a set of 0s (000000). When a pattern with one or more 1s (000100, 010101) is received, the DXPS can send an alert or activate a device.Conclusions: The proposed solution could save the lives of children left in the car or people trapped when the car catches fire. As future work, it is intended to define the devices to avoid or minimize damage to the occupants such as oxygen supply, gas extraction, regulating the temperature, among others.
背景:汽车工业包括主动安全和被动安全。主动安全包含避免碰撞和碰撞的元素。一些元素是ABS刹车和稳定杆等。另一方面,被动安全避免或减少事故发生时对乘员的伤害。一些被动安全功能包括为驾驶员和其他乘员配备安全带、前部和幕布安全气囊。方法:在本文的研究工作中,我们提出了一个新的分类——超常被动安全(XPS)。设计了一个传感器网络模型,用于检查汽车内部的情况,以检测火灾、烟雾、气体和极端温度。传感器将数据发送到能够接收和存储数据的设备(DXPS)。结果:每个传感器每周期采集数据并发送给DXPS。无风险时发送0,检测到风险时发送15。当DXPS接收到1时,将对模式进行评估,并识别风险。由于有几个传感器,读取模式是一组0(000000)。当接收到具有一个或多个1(000100,010101)的模式时,DXPS可以发送警报或激活设备。结论:提出的解决方案可以挽救车内留守儿童或汽车着火时被困人员的生命。作为未来的工作,它旨在定义设备,以避免或尽量减少对居住者的伤害,如氧气供应,气体抽取,调节温度等。
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引用次数: 0
Air Quality Measurement Using an IoT Network: a Case Study 使用物联网网络进行空气质量测量:案例研究
IF 0.4 Q4 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2022-01-04 DOI: 10.14483/23448393.17589
Hernán Paz Penagos, A. M. Moreno Sánchez, José Noé Poveda Zafra
Context: The evaluation of air quality in Colombia is localized; it does not go beyond determining whether the level of the polluting gas at a specific point of the monitoring network has exceeded a threshold, according to a norm or standard, in order to trigger an alarm. It is not committed to objectives as important as the real-time identification of the dispersion dynamics of polluting gases in an area, or the prediction of the newly affected population. From this perspective, the presence of polluting gases was evaluated on the university campus of Escuela Colombiana de Ingeniería Julio Garavito, located north of the city of Bogotá, and the affected population was estimated for the month of October, 2019, using the Kriging geostatistical technique.Method: This study is part of the design and construction of an auxiliary mobile station that monitors and reports complementary information (CO and SO2 gases) to that provided by the Guaymaral meteorological station, located in the north of Bogotá. This information is transmitted through an IoT network to a server, where a database is created which stores the information on polluting gases reported by the 14 stations of the Bogotá air quality monitoring network, the information sent by the auxiliary station, and the statistical information of the population present on the university campus. Pollutant gas data and population information recorded from October 1st to 31st, 2019, are the input for data analysis using the Kriging interpolation method and predicting the affected population on said campus.Results: There is a particulate matter concentration of 29 µg/m3 of PM10 in the coliseum and 12,6 µg/m3 of PM2,5 in building G, in addition to 9,8 ppb of O3 in building I, 14,9 ppb of NO2 in that same building, 0,79 ppb of CO in building C, and 0,65 ppb of SO2 also in building C, thus allowing to infer, according to the Bogotá air quality index, a favorable air quality for a population of 2.131 people who visited the campus university during the aforementioned period.Conclusions: The correct integration of the data in the web server and their analysis, carried out in the R language, allowed determining the approximate indicators of the polluting factors around Escuela Colombiana de Ingeniería Julio Garavito. Additionally, to determine the affected population, these indicators were correlated with the information on the registered population that entered the campus during the period under study. Based on the results obtained, it was concluded that the air quality on the campus of Escuela Colombiana de Ingeniería Julio Garavito is favorable, and that 2.131 people benefited daily from these conditions.
背景:哥伦比亚的空气质量评价是地方化的;它只不过是根据规范或标准确定监测网络某一特定点的污染气体水平是否超过了阈值,从而触发警报。它不致力于诸如实时查明某一地区污染气体扩散动态或预测新受影响人口等重要目标。从这个角度来看,在位于波哥大市北部的Escuela Colombiana de Ingeniería Julio Garavito大学校园中评估了污染气体的存在,并使用Kriging地质统计技术估计了2019年10月受影响的人口。方法:本研究是设计和建设一个辅助移动站的一部分,该移动站监测和报告与位于波哥大北部的Guaymaral气象站提供的补充信息(CO和SO2气体)。这些信息通过物联网网络传输到服务器,在服务器上创建一个数据库,该数据库存储波哥大空气质量监测网络14个站点报告的污染气体信息、辅助站点发送的信息以及大学校园内人口的统计信息。2019年10月1日至31日记录的污染物气体数据和人口信息是使用克里格插值法进行数据分析的输入,并预测该校园的受影响人口。结果:有颗粒物浓度29µg / m3 PM10的竞技场,12日6 PM2µg / m3, 5 g,除了9,8磅的O3在构建我,14日9磅的NO2在同一建筑,0,79磅的公司在建立C和0,65磅的二氧化硫也在构建C,从而允许来推断,波哥大的空气质量指数显示,良好的空气质量对人口2.131人大学在上述期间参观了校园。结论:在web服务器中正确整合数据并使用R语言进行分析,可以确定Escuela columbiana de Ingeniería Julio Garavito周围污染因素的近似指标。此外,为了确定受影响的人口,这些指标与在研究期间进入校园的登记人口信息相关。根据所获得的结果,得出结论,Escuela columbiana de Ingeniería Julio Garavito校园的空气质量良好,每天有2.131人受益于这些条件。
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引用次数: 1
Capital Requirements to Cover Operational Risk in Financial Institutions of Emerging Markets. A Gaussian Copula Model 涵盖新兴市场金融机构运营风险的资本要求。一个高斯Copula模型
IF 0.4 Q4 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2022-01-04 DOI: 10.14483/23448393.18575
Betty Johanna Garzon-Rozo, Claudia Paola Martín Bernal, Feizar Javier Rueda Velasco
Context: Advanced Measurement Approach (AMA) has been the umbrella to identify the models used for modeling the capital to cover Operational Risk (Total Operational Value at Risk, OpVaR) in financial institutions in developed countries. The Loss Distribution Approach (LDA) has been the most popular model used by international banks for OpVaR calculation. However, the operational losses frequently have multivariate dependences that are not accounted for in the LDA. This paper applies a Gaussian copula to model the multivariate dependences in operational losses.Method: Two models were compared to estimate capital requirement for operational risk. Model (i) is the standard LDA model (BCBS 2004). Model (ii) incorporates a multivariate Gaussian copula into the LDA to model multivariate dependence between operational losses (severities). This research analyzes an operational loss data set, SAS® Operational Risk Global Data (SAS OpRisk Global Data), in order to model operational risk at financial institutions in emerging markets between 1990 and 2013.Results: The impact of Model (ii) was evaluated on the estimates of the total regulatory capital for operational risk and compared with the one predicted by (i). The results confirm the existence of diversification benefit up to 33%.Conclusions: Modeling explicitly the multivariate dependence between operational losses has a clear impact on capital requirement for institutions in emerging markets. The implementation of a Gaussian copula into the LDA model provides a sophisticated tool to estimate operational risk capital in emerging markets, as well as the possibility for diversification benefit.Acknowledgements: To SAS for providing the database used in this research.
背景:先进的测量方法(AMA)一直是确定在发达国家金融机构中用于对资本建模以覆盖操作风险(风险总运营价值,OpVaR)的模型的保护伞。损失分配法(Loss Distribution method, LDA)是国际银行计算OpVaR最常用的模型。但是,操作损失经常具有在LDA中未考虑的多变量依赖关系。本文应用高斯联结模型对操作损失中的多变量依赖关系进行建模。方法:比较两种模型估算操作风险资本需求。模型(i)是标准的LDA模型(BCBS 2004)。模型(ii)在LDA中加入了一个多变量高斯copula来模拟操作损失(严重程度)之间的多变量依赖关系。本研究分析了运营损失数据集SAS®运营风险全球数据(SAS OpRisk Global data),以模拟1990年至2013年间新兴市场金融机构的运营风险。结果:评估了模型(ii)对操作风险总监管资本估计的影响,并与模型(i)的预测结果进行了比较,结果证实了多元化效益的存在,最高可达33%。结论:明确建模经营损失之间的多变量依赖关系对新兴市场机构的资本需求有明显的影响。在LDA模型中引入高斯联结公式,提供了一个复杂的工具来估计新兴市场的操作风险资本,以及多样化收益的可能性。感谢SAS提供本研究中使用的数据库。
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引用次数: 0
Simulación de una política de inventario basada en la metodología Demand Driven MRP desde un enfoque de redes de Petri 基于需求驱动的MRP方法,从Petri网络方法模拟库存策略
IF 0.4 Q4 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2022-01-04 DOI: 10.14483/23448393.18002
Andrés Mauricio Paredes Rodríguez, Kevin Alexander Ciro Jaramillo, José Daniel Jaramillo Ceballos
Contexto: En la actualidad, las compañías se enfrentan a una problemática asociada al control del inventario debido a que existe un alto número de referencias que se deben administrar con el objetivo de reducir las ventas perdidas y disminuir el inventario de baja rotación.Método: Demand Driven MRP (DDMRP) es una estrategia de control de inventarios innovadora que incorpora elementos de sistemas Lean y teoría de restricciones que llevan a introducir buffers dinámicos con el objetivo de controlar los niveles de inventario al tiempo que se responde a la demanda. Las redes de Petri se utilizan para simular y validar la aplicación de la metodología DDMRP en un inventario de producto terminado.Resultados: A partir de la simulación realizada, se logra comprobar la efectividad de la metodología DDMRP para el caso de estudio, en el que se reduce el sobrestock de inventario al mismo tiempo que se minimiza la posibilidad de agotados.Conclusiones: La simulación de la metodología DDMRP a través de redes de Petri permitió evaluar el funcionamiento de la política antes de su implementación, en aras de validar la efectividad de la estrategia sobre indicadores de desempeño de la compañía como el nivel de servicio y los costos de almacenamiento.
背景:目前,公司面临着与库存控制相关的问题,因为有大量的参考资料需要管理,以减少销售损失和减少低周转库存。方法:需求驱动MRP (DDMRP)是一种创新的库存控制策略,它结合了精益系统和约束理论的元素,导致引入动态缓冲,以控制库存水平,同时响应需求。使用Petri网络来模拟和验证DDMRP方法在成品库存中的应用。结果:通过仿真,验证了DDMRP方法在案例研究中的有效性,该方法减少了库存过剩,同时最小化了耗尽的可能性。结论:通过网络模拟方法DDMRP培养皿中评估了政治运作的实施之前,为了验证有效性战略绩效指标,公司服务水平和存储费用。
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引用次数: 0
Evaluation of the Accuracy of the Sound Field Separation Method under Variations in the Location of the Sampling Points 采样点位置变化下声场分离方法的精度评价
IF 0.4 Q4 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2022-01-04 DOI: 10.14483/23448393.18466
Sebastian Lopez Mejia, Andres Felipe Piedrahita Montes
Context:  Measuring the directivity characteristics and the frequency response of acoustic sources is a difficult process, as the dimensions and boundary conditions of the testing rooms used could constrain the measurement procedure. The testing room should guarantee a free-field condition, which is usually satisfied by using big acoustic absorbers with fibrous materials with high absorption coefficients. However, standing wave patterns can be easily developed due to the frequency range exciting the testing room.Method: The sound field separation method can isolate the radiated field of an acoustic source by sampling the sound field around it over two holographic spheres. The coordinates of the sampling points are used in a set of equations, whose solution can estimate the radiated field. In this paper, the effect of the variability on the actual positions of these sampling points is investigated.Results: Two numerical simulations with and without external sources outside the holographic spheres were performed. In all simulations, variations in the radial position of the sampling points were induced, and the relative reconstruction error, the directivity index, and the frequency response were studied. The results indicate that, for the estimation of the directivity of low-frequency acoustic sources, regardless of the presence of external sources, radial positioning of the sensors does not have to be exact to obtain an accurate reconstruction.Conclusions: This study suggests that, in the experimental characterization in conventional testing rooms of the radiated field from acoustic sources whose main frequency region corresponds to low frequencies, e.g. subwoofers, the SFS method could be used, thus obtaining high accuracy in the estimation of the directivity of the source.
背景:测量声源的指向性特性和频率响应是一个困难的过程,因为所使用的测试室的尺寸和边界条件会限制测量过程。试验室应保证自由场条件,通常采用吸收系数高的纤维材料的大型吸声器来满足这一要求。然而,由于激发测试室的频率范围,可以很容易地开发驻波模式。方法:声场分离法通过在两个全息球上采样声源周围的声场来隔离声源的辐射场。采样点的坐标被用在一组方程中,其解可以估计辐射场。本文研究了变异性对这些采样点实际位置的影响。结果:分别进行了全息球外有外源和无外源两种情况下的数值模拟。在所有模拟中,诱导了采样点径向位置的变化,并研究了相对重建误差、指向性指数和频率响应。结果表明,对于低频声源的指向性估计,无论是否存在外部声源,传感器的径向定位不必精确,即可获得准确的重建。结论:本研究表明,在传统测试室内对低频声源(如低音炮)的辐射场进行实验表征时,可以采用SFS方法,从而获得较高的声源指向性估计精度。
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引用次数: 1
Conservación de piña mínimamente procesada: evaluación de parámetros fisicoquímicos 最小加工菠萝的保存:物理化学参数的评估
IF 0.4 Q4 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2022-01-04 DOI: 10.14483/23448393.17564
Claudia Liliana Vargas Serna, Vanessa Gonzalez Torres, Claudia Isabel Ochoa Martinez, Carlos Antonio Vélez Pasos
Contexto: El alto consumo de piña a nivel mundial requiere que el mercado ofrezca diferentes alternativas de comercialización, incluyendo productos mínimamente procesados. Los cambios indeseables en el producto durante el almacenamiento pueden reducirse mediante las condiciones de procesamiento y empaque. El objetivo de este trabajo fue evaluar el efecto del tipo de empaque, el pretratamiento y el tipo de corte sobre parámetros de calidad de piña fresca cortada.Método: La piña fue cortada en cubos de 2 cm de lado y en cuartos de rodaja de 1,5 cm de espesor. Las muestras se almacenaron en envases PET con o sin almohadilla absorbente. Se evaluó además el preenfriamiento de las muestras. Se evaluaron propiedades de calidad del producto durante 14 días de almacenamiento.Resultados: Los cuartos de rodaja presentaron menor pérdida de peso, mantuvieron el color, el contenido de vitamina C, los polifenoles y la capacidad antioxidante, mientras el corte en cubos presentó mejor comportamiento en cuanto a la firmeza. El uso de almohadillas absorbentes aceleró la pérdida de peso, el preenfriamiento no mostró un efecto significativo en las variables de respuesta.Conclusiones: Los resultados obtenidos sugieren que es posible mantener las propiedades de calidad de piña variedad MD2 mínimamente procesada cortada en cuartos de rodaja y empacada en envases PET conservando la vitamina C y los compuestos fenólicos.
背景:全球菠萝消费量高,要求市场提供不同的营销选择,包括最低限度的加工产品。通过加工和包装条件,可以减少产品在储存过程中的不良变化。本文的目的是评估包装类型、预处理和切割类型对鲜切菠萝质量参数的影响。方法:菠萝切成2厘米左右的立方体和1.5厘米厚的四分之一片。样品储存在有或没有吸收垫的PET容器中。还对样品的预冷进行了评估。在14天的储存中评估了产品的质量特性。结果:四分之一片的失重率较低,保持了颜色、维生素C含量、多酚和抗氧化能力,而四分之一片的稳定性较好。使用吸收垫加速了体重减轻,预冷对反应变量没有显着影响。结论:所得结果表明,在保存维生素C和酚类化合物的情况下,将最小加工的菠萝品种MD2切成四分之一片,包装在PET容器中,可以保持其质量特性。
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引用次数: 2
Characterization, Design Testing and Numerical Modeling of a Subsonic-Low Speed Wind Tunnel 亚音速-低速风洞的特性、设计、试验和数值模拟
IF 0.4 Q4 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2022-01-04 DOI: 10.14483/23448393.17973
Andrés Lara, Jonathan Toledo, Robert Paul Salazar Romero
Context: Wind tunnels are essential devices in the study of flow properties through objects and scaled prototypes. This work presents a numerical study to characterize an existing wind tunnel, proposing modifications with the aim to improve the quality of the flow in the test chamber.Method: Experimental measurements of the inlet velocity and pressure distribution of a wind tunnel are nperformed. These empirical values are used as parameters to define boundary conditions in simulations. The Finite Element Method (FEM) at low speeds is implemented to determine the stream function by using a standard Galerkin method. Polynomial interpolations are employed to modify the contraction section design, and numerical simulations are performed in order to compare the numerical results of the flow for the existing and the modified wind tunnels.Results: Experimental measurements of the flow at the wind tunnel entrance are presented. The velocity field and distribution of thermodynamic variables inside the tunnel are numerically determined. This computations are useful since it is experimentally difficult to make measurements inside the channel. Additionally, numerical calculations of these variables are presented under modifications in the tunnel geometry.Conclusions: A comparison between these simulations show that laminar flow at low velocities can be modeled as incompressible and irrotational fluid under a bidimensional approximation along its longitudinal section. It is observed that modifications in the geometry of the tunnel can improve the flow in the test section of the wind tunnel in the laminar regime.
背景:风洞是通过物体和比例原型研究流动特性的重要设备。这项工作提出了一个数值研究,以表征现有的风洞,提出了改进的目的,以提高流动的质量在试验室。方法:对风洞的入口速度和压力分布进行了实验测量。这些经验值在模拟中用作参数来定义边界条件。采用标准伽辽金法,实现了低速下流函数的有限元计算。采用多项式插值法对收缩段设计进行了改进,并进行了数值模拟,比较了原有风洞和改进风洞的流动数值结果。结果:给出了风洞入口气流的实验测量结果。通过数值计算确定了隧道内的速度场和热力学变量的分布。这种计算是有用的,因为在实验上很难在通道内进行测量。此外,本文还在隧道几何形状变化的情况下对这些变量进行了数值计算。结论:低速层流的模拟结果表明,在其纵断面的二维近似下,层流可以被模拟为不可压缩的无旋转流体。结果表明,改变风洞的几何形状可以改善层流状态下风洞试验段的流动。
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引用次数: 0
Aprovechamiento energético sostenible de un recurso geotermal: caso sala de dosificación de la Planta Luis Prieto Gómez 地热资源的可持续能源利用:Luis Prieto gomez工厂的剂量室案例
IF 0.4 Q4 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2022-01-04 DOI: 10.14483/23448393.16913
Beatriz Eugenia Ospina Betancur, Walter Murillo Arango
Contexto: La potabilización de agua como proceso industrial demanda energía para su operación, así que con el fin de suplir la energía eléctrica que requiere la calefacción del ambiente de la sala en la que se realiza la dosificación de productos químicos, se exploró la matriz energética no convencional mediante la determinación de la viabilidad ambiental y financiera de un sistema de calefacción sostenible que aprovechara el calor del agua termal que llega a la Planta Luis Prieto Gómez proveniente del Volcán Nevado del Ruiz.Método: Se realizó una investigación de tipo mixto mediante un diseño de campo para caracterizar el contexto del aprovechamiento, una asesoría especializada para determinar el sistema de calefacción y una revisión bibliográfica para abordar el análisis financiero por flujo de caja, el análisis ambiental por huella de carbono y la sostenibilidad de la propuesta.Resultados: Se determinó el contexto del aprovechamiento del calor y se caracterizó la carga térmica requerida al interior de la sala, con lo cual se estableció que un sistema de intercambiadores de calor tubulares generaba la viabilidad operativa, con una proyección de ahorro económico de un 78 % frente a un sistema convencional y una reducción de impactos ambientales representados en 3,25 toneladas de CO2 menos emitidas a la atmósfera anualmente.Conclusiones: Se respondió a la incorporación de la sostenibilidad energética para la generación de las condiciones operativas dentro de la producción de agua potable en la planta, partiendo desde la concepción del uso del agua termal como recurso renovable, sumado a la producción de calor por medio de un ciclo de vida cerrado, demostrando un diálogo entre las esferas económica, ambiental y social como lo requiere el desarrollo sostenible.
背景:水作为一种工业过程的饮用水需要其运行所需的能量,因此为了补充对进行化学品加药的房间环境进行加热所需的电力,通过确定可持续供暖系统的环境和财政可行性,利用来自鲁伊斯内华达火山的路易斯·普里托·戈麦斯工厂的热水的热量,探索了非常规能源矩阵。方法:通过现场设计进行混合型研究,以表征开发背景,确定供暖系统的专门咨询和文献审查,以解决现金流财务分析、碳足迹环境分析和提案的可持续性。结果:确定了热利用的背景,并对房间内所需的热负荷进行了表征,从而确定了管式换热器系统产生了运行可行性,与传统系统相比,预计经济节约78%,环境影响减少,每年向大气排放的二氧化碳减少3.25吨。结论:对将能源可持续性纳入工厂饮用水生产的运营条件的主流作出了回应,从将热水作为可再生资源的概念开始,再加上通过封闭的生命周期产生热量,展示了可持续发展所需的经济、环境和社会领域之间的对话。
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引用次数: 0
Proposal of a Dynamic Algorithm for the Maintenance and Vehicle Routing Problem with Time Windows 一种带时间窗的维修与车辆路径问题的动态算法
IF 0.4 Q4 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2022-01-04 DOI: 10.14483/23448393.18482
Carlos Andrés López Ayala, Wilson Jurado Valbuena, Eduyn Ramiro Lopez Santana
Context:  In the context of business organizations, every process in which the product is immersed has a cost and time associated with it. The area of maintenance planning and scheduling is no exception; however, it is an aspect in which few companies specialize, tending to be outsourced. In this sense, the application of combinatorial models is a tool with a high potential to improve the overall performance of the organization through the understanding of the integral maintenance process.Method: A two-phase (maintenance and routing) dynamic algorithm is proposed which considers a set of clients distributed in a maintenance network (distance), where each of the technicians start from the same central node (depot), which, in turn, is the endpoint of each assigned route. The objective is to minimize the total cost associated with the development of preventive and corrective maintenance of all machines to be evaluated. With this purpose, the formulation of the mathematical problem for each of the phases and its interrelation method is proposed. Then, performance measures are expressed to evaluate the achieved objectives.Results: The results satisfy a consistent alternative for the resolution of problems of the NP-Hard type, which generates a high level of complexity to the model. That is, it proposes a tool for solving problems of these characteristics in low computational response times and with appealing results.Conclusions: The combined maintenance and routing model using a dynamic algorithm addresses the maintenance and routing problem satisfactorily. The model shows good results with respect to the comparison optimization model in percentage gaps of performance measures lower than 5%. As for the computational time required, a reduction of up to 98% was achieved, which makes it an ideal alternative for highly complex scenarios. Finally, achieving a higher level of characterization, employing multi-objective decision criteria and a greater number of constraints to the problem, is proposed in future research.Acknowledgements: To the High-Performance Computing Center (CECAD - Centro de computación de Alto Desempeño) of Universidad Distrital Francisco José de Caldas for their support, as well as for providing us with a virtual machine to run the proposed mathematical model, which was an essential element in the results obtained.
环境:在商业组织的环境中,产品所处的每一个过程都有与之相关的成本和时间。维修计划和调度领域也不例外;然而,这是一个很少有公司专门从事的方面,倾向于外包。从这个意义上说,组合模型的应用是一种通过理解整体维护过程来提高组织整体性能的高潜力工具。方法:提出了一种两阶段(维护和路由)动态算法,该算法考虑分布在维护网络(距离)中的一组客户端,其中每个技术人员从同一个中心节点(仓库)出发,该中心节点是每个分配路由的端点。目标是将所有待评估机器的预防性和纠正性维护开发相关的总成本降至最低。为此,提出了各阶段数学问题的表述及其相互关系的方法。然后,表达绩效指标来评估实现的目标。结果:结果满足了NP-Hard类型问题解决的一致替代方案,这对模型产生了很高的复杂性。也就是说,它提出了一种工具,可以在较低的计算响应时间内解决这些特征的问题,并获得吸引人的结果。结论:采用动态算法的维修和路由组合模型较好地解决了维修和路由问题。在性能指标差距小于5%的情况下,该模型相对于比较优化模型显示出良好的效果。至于所需的计算时间,减少了高达98%,这使得它成为高度复杂场景的理想选择。最后,提出了在未来的研究中实现更高层次的表征,采用多目标决策准则和更多数量的约束来解决问题。致谢:感谢弗朗西斯科·约瑟·德·卡尔达斯大学的高性能计算中心(CECAD - Centro de computación de Alto Desempeño)的支持,以及为我们提供一个虚拟机来运行所提出的数学模型,这是所获得结果的重要组成部分。
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引用次数: 1
Un enfoque desde la ingeniería de software a una solución tecnológica de IoT y aprendizaje automático que permita monitorear y controlar las variables medioambientales en un cultivo de café 从软件工程到物联网和机器学习技术解决方案的方法,可以监控和控制咖啡作物的环境变量
IF 0.4 Q4 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2022-01-04 DOI: 10.14483/23448393.18495
William Ruiz Martinez, Arnaldo Andrés González Gómez
Contexto: La ingeniería de software nos permite abordar el diseño y desarrollo de software desde la aplicación práctica del conocimiento científico. En el caso de esta solución de IoT y el enfoque de aprendizaje automático en el monitoreo y control de las variables medioambientales en un cultivo de café, nos permite visualizar determinados artefactos del sistema en su interacción con los usuarios y en el comportamiento con otros artefactos o dispositivos que integran una solución tecnológica.Método: Para el presente trabajo, se plantea la aplicación de la ingeniería del software desde un enfoque conceptual y del comportamiento del sistema. Para cumplir con estos objetivos se optó por emplear el lenguaje unificado de modelado (UML) de forma tal que se pudieran representar los componentes más importantes de la solución tecnológica desde una perspectiva estática a través de los diagramas de casos de uso y desde el punto de vista dinámico a través de los diagramas de secuencia.Resultados: Mediante la aplicación del UML, fue posible desarrollar el modelamiento conceptual y del comportamiento de ciertos artefactos y componentes. Este conocimiento permitió identificar la interacción entre componentes y dispositivos físicos (máquina a máquina) y la interacción hombre-máquina, es decir, la relación entre usuarios y procesos que componen la solución tecnológica.Conclusiones: A través de la ingeniería de software y más específicamente del UML, pudimos establecer la importancia de conocer los diferentes artefactos que componen un sistema o aplicación desde un enfoque técnico y funcional diferente, pudiendo recopilar información valiosa sobre el comportamiento de ciertos artefactos del sistema, así como de la interacción entre usuarios y procesos.
背景:软件工程使我们能够从科学知识的实际应用中解决软件设计和开发问题。在这种物联网解决方案的情况下,以及监测和控制咖啡作物环境变量的机器学习方法,使我们能够在与用户的互动中以及在与构成技术解决方案的其他装置或设备的行为中可视化某些系统工件。方法:针对这项工作,从概念和系统行为的角度提出了软件工程的应用。为了实现这些目标,选择使用统一建模语言(UML),以便可以通过用例图从静态角度表示技术解决方案的最重要组件,并通过序列图从动态角度表示技术解决方案的最重要组件。结果:通过UML的应用,可以开发某些工件和组件的概念和行为建模。这一知识使我们能够识别物理组件和设备(机器对机器)之间的交互和人机交互,即用户与构成技术解决方案的过程之间的关系。结论:通过软件工程,更具体地说是UML,我们能够从不同的技术和功能方法确定了解组成系统或应用程序的不同构件的重要性,能够收集有关某些系统构件行为以及用户与过程之间互动的有价信息。
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引用次数: 0
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