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Análisis experimental de flujo líquido-líquido en un tubo horizontal usando redes neuronales artificiales 人工神经网络在水平管内液-液流动实验分析中的应用
IF 0.3 Pub Date : 2023-01-24 DOI: 10.18273/revuin.v22n1-2023005
Andrey Felipe Casas-Pulido, M. M. Hernández-Cely, Oscar Mauricio Rodríguez-Hernández
El objetivo de este trabajo es la aplicación de una red neuronal artificial para la predicción de la fracción volumétrica (holdup) de flujo bifásico (aceite-agua) en un tubo en posición horizontal. Para este fin, la velocidad superficial del agua y el aceite se utilizaron como parámetros de entrada, entre tanto, la fracción volumétrica de estos dos fluidos se utilizaron como parámetros de salida para el entrenamiento y prueba de la red neuronal multicapa, el método utilizado fue retro propagación. Los datos experimentales (92 datos) se tomaron en el LEMI-EESC-USP y fueron utilizados para desarrollar el modelo de red neuronal artificial. Finalmente, se concluyó que los datos experimentales utilizados en la red neuronal se ajustan muy bien para una función de transferencia tagsig con 10 neuronas en la capa oculta evaluadas a partir del error porcentual absoluto medio de (AAPE= 3,95) y coeficiente de determinación ( = 0,975).
这项工作的目的是应用人工神经网络来预测水平位置管道中两相流动(油-水)的体积分数(holdup)。为此,以水和油的表面速度为输入参数,同时以这两种流体的体积分数为输出参数进行多层神经网络的训练和测试,采用逆向传播方法。实验数据(92个数据)来自lemi - eescu - usp,用于建立人工神经网络模型。最后,我们得出结论,在神经网络中使用的实验数据可以很好地拟合tagsig传递函数,其中10个神经元在隐层,由平均绝对百分比误差(AAPE= 3.95)和决定系数(= 0.975)评估。
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引用次数: 0
Influencia de las bacterias en la autocuración del concreto 细菌对混凝土自愈的影响
IF 0.3 Pub Date : 2023-01-20 DOI: 10.18273/revuin.v22n1-2023007
S. Muñoz-Pérez, Jorge Carlos-Sánchez, Miguel Peralta-Sánchez
El presente documento contempla una reflexión crítica de los avances tecnológicos en ensayos biológicos y químicos que es sometido el concreto mediante la incorporación de bacterias, con el objetivo de conocer los distintos elementos microbianos que poseen propiedades de biomineralización capaces de realizar la autocuración en el concreto, asimismo, se revisaron métodos y aplicaciones de las bacterias en el concreto con el fin de mejorar sus propiedades mecánicas a las diferentes exigencias sometidas las estructuras modernas, y al mismo tiempo contribuir con la reducción de gases dañinos al medio ambiente. En el desarrollo de este manuscrito se revisaron 80 artículos indexados entre los años 2017 al 2021 distribuidos de la siguiente manera, 51 en Scopus, 17 en Ebsco, y 12 en SciencieDirect, señalando y describiendo que el concreto microbiano tiene un enfoque prometedor en un futuro cercano. Los resultados alcanzados con la incorporación de las diferentes bacterias de Bacillus, como son Bacillus subtillis, B, cohnii, B. pasteurii, B. pseudofirmus, B. megaterium entre otros, en diferentes concentraciones de células/ml., mostraron gran efectividad en la cicatrización de grietas, aumentando también la resistencia a la compresión, flexión y tracción en el concreto. Sobre la base de la revisión literaria se concluye que la precipitación microbiana de carbonato de calcio mediante ureólisis en la matriz del concreto, mitiga el agrietamiento, mejora la resistencia, aumenta la durabilidad y, por lo tanto, disminuye los costes en reparación de las estructuras.
本文件载有反思在生物和化学试验,技术进步是受到具体纳入不同要素,目的是了解细菌微生物具有具体biomineralización能够开展autocuración此外,回顾了细菌在混凝土中的方法和应用,以改善其力学性能,以满足现代结构的不同要求,同时有助于减少对环境有害的气体。在本手稿的开发过程中,回顾了2017年至2021年索引的80篇文章,分布如下:51篇在Scopus, 17篇在Ebsco, 12篇在SciencieDirect,指出并描述了微生物混凝土在不久的将来有一个很有前景的方法。将枯草芽孢杆菌、B芽孢杆菌、cohnii芽孢杆菌、巴氏芽孢杆菌、假硬芽孢杆菌、大芽孢杆菌等不同细胞浓度/ml的芽孢杆菌结合得到的结果。,在裂缝愈合方面表现出很大的效果,并提高了混凝土的抗压、抗弯和抗拉强度。本研究的目的是评估微生物沉淀碳酸钙在混凝土基质中的作用,以减少裂缝,提高强度,增加耐久性,从而降低结构修复成本。
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引用次数: 0
Heat flow and specific heat capacity in the dehydration stage of biomasses pyrolysis through thermal analyses 通过热分析得到生物质热解脱水阶段的热流和比热容
IF 0.3 Pub Date : 2023-01-10 DOI: 10.18273/revuin.v22n1-2023006
Fernanda Rezende-Lopes, K. Tannous, Thiago Rezende-Lopes
This study aims to investigate the influence of the moisture of energy cane and coconut fiber on heat flow and specific heat capacity in the dehydration stage from the pyrolysis process. The experiments were carried out in a simultaneous thermogravimetry and differential scanning calorimetry analyzer using a heating rate of 20 K/min in an inert atmosphereThree decomposition stages were identified: dehydration (marked by an expressive endothermic peak), pyrolysis, and carbonization). From the analyses of the water contributions, it was observed that the heat flow from the heat capacity of remaining water (Qwc) is negligible compared to the heat flow from the water evaporation (Qwe), for both biomasses. Also, we calculated the heat flow from the heat capacity (Qb) and the experimental specific heat capacity (cp,b) of biomasses such as 686-2371 J/kg K and 1076-2113 J/kg K, respectively. Then, for the dehydration stage, third- and fourth-order theoretical polynomial equations have been proposed to predict the heat required for the biomass heating.
本研究旨在研究能源甘蔗和椰子纤维在热解过程中水分对脱水阶段热流和比热容的影响。实验在热重和差示扫描量热分析仪中进行,在惰性气氛中加热速率为20 K/min,确定了三个分解阶段:脱水(以吸热峰为标志),热解和碳化。从水贡献的分析中可以看出,对于两种生物质,来自剩余水热容(Qwc)的热流与来自水蒸发(Qwe)的热流相比可以忽略不计。同时,我们分别从686 ~ 2371 J/kg K和1076 ~ 2113 J/kg K的生物质热容(Qb)和实验比热容(cp,b)计算了热流。然后,对于脱水阶段,提出了三阶和四阶理论多项式方程来预测生物质加热所需的热量。
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引用次数: 0
Determinación del valor agregado sostenible de los procesos en la cadena de suministro 供应链过程可持续附加值的确定
IF 0.3 Pub Date : 2023-01-05 DOI: 10.18273/revuin.v22n1-2023004
Andrey Vinajera-Zamora, Roberto Cespón-Castro, Fernando Marrero-Delgado
El presente artículo propone una metodología para calcular el valor agregado sostenible de los procesos (SVA) que forman una cadena de suministro (CS), mediante un indicador integral. Consta de seis pasos y utiliza como métodos el Análisis del Ciclo de Vida y los métodos de Diakoulaki y Saaty, basados en múltiples criterios. Al aplicarse a una CS de productos electromecánicos, se logró obtener el SVA de cada proceso y con ello el valor que cada uno aporta a las dimensiones económica y ambiental de la sostenibilidad. Estos resultados, demuestran la novedad y factibilidad de aplicación de la metodología desarrollada y sus diferencias con otras existentes en la literatura especializada.
本文提出了一种通过综合指标计算构成供应链的过程可持续附加值的方法。它由六个步骤组成,使用生命周期分析以及基于多标准的Diakoulaki和Saaty方法作为方法。通过应用于机电产品的Cs,可以获得每个过程的SVA,从而获得每个过程对可持续性的经济和环境层面的价值。这些结果证明了所开发方法应用的新颖性和可行性,以及与专业文献中现有方法的差异。
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引用次数: 0
Toluene hydrogenation and ring-opening on bimetallic Pd-Pt/HY catalysts 双金属Pd-Pt/HY催化剂的甲苯加氢和开环反应
IF 0.3 Pub Date : 2023-01-03 DOI: 10.18273/revuin.v22n1-2023003
T. Romero, L. Melo, María Esparragoza, Rosarmy Ávila, A. Moronta, G. Carruyo, L. García, C. Donoso, Laura Sáenz, Carlos Yugcha-Pilamunga
Bimetallic Pd-Pt/HY catalysts prepared by the co-impregnation method with an atomic variation of Pd/Pd+Pt were studied to convert toluene and methylcyclohexane. The catalysts were characterized by the BET method, chemisorption of CO by the pulse method, programmed temperature reduction (H2-TPR), and programmed ammonia thermo-desorption (NH3TPD). Results of chemisorption of CO and H2-TPR for Pd-Pt/HY catalysts suggest the existence of a strong interaction between Pd and Pt. The NH3-TPD showed that incorporating metals influences the percentage of relative distribution of weak/strong acid sites presented in decreasing order of acidity: Pd0Pt100/HY>Pd100Pt0/HY>Pd33Pt67/HY. Atomic composition Pd/Pd+Pt equal to 0.33, and relative distribution of weak/strong acid sites equal to 2, favor hydrogenation of toluene to methylcyclohexane in metal sites and subsequent skeletal isomerization in the acidic sites through dimethylcyclopentane intermediate and ring-opening in the metal sites, leading to increased formation of n-heptane relative to iso-heptane. Bimetallic Pd-Pt/HY catalysts prepared by the co-impregnation method with an atomic variation of Pd/Pd+Pt were studied to convert toluene and methylcyclohexane. The catalysts were characterized by the BET method, chemisorption of CO by the pulse method, programmed temperature reduction (H2-TPR), and programmed ammonia thermo-desorption (NH3TPD). Results of chemisorption of CO and H2-TPR for Pd-Pt/HY catalysts suggest the existence of a strong interaction between Pd and Pt. The NH3-TPD showed that incorporating metals influences the percentage of relative distribution of weak/strong acid sites presented in decreasing order of acidity: Pd0Pt100/HY>Pd100Pt0/HY>Pd33Pt67/HY. Atomic composition Pd/Pd+Pt equal to 0.33, and relative distribution of weak/strong acid sites equal to 2, favor hydrogenation of toluene to methylcyclohexane in metal sites and subsequent skeletal isomerization in the acidic sites through dimethylcyclopentane intermediate and ring-opening in the metal sites, leading to increased formation of n-heptane relative to iso-heptane.
研究了用共浸渍法制备的Pd-Pt/HY双金属催化剂,其原子变化为Pd/Pd+Pt,以转化甲苯和甲基环己烷。通过BET法、脉冲法化学吸附CO、程序升温还原(H2-TPR)和程序氨热解吸(NH3TPD)对催化剂进行了表征。Pd-Pt/HY催化剂对CO和H2-TPR的化学吸附结果表明,Pd和Pt之间存在强烈的相互作用。NH3-TPD表明,金属的加入影响弱酸/强酸位点的相对分布百分比,其呈现出按酸度递减的顺序:Pd0Pt100/HY>Pd100Pt0/HY>Pd33Pt67/HY。原子组成Pd/Pd+Pt等于0.33,弱酸/强酸位点的相对分布等于2,有利于甲苯在金属位点氢化为甲基环己烷,随后通过二甲基环戊烷中间体在酸性位点进行骨架异构化,并在金属位点开环,导致正庚烷相对于异庚烷的形成增加。研究了用共浸渍法制备的Pd-Pt/HY双金属催化剂,其原子变化为Pd/Pd+Pt,以转化甲苯和甲基环己烷。通过BET法、脉冲法化学吸附CO、程序升温还原(H2-TPR)和程序氨热解吸(NH3TPD)对催化剂进行了表征。Pd-Pt/HY催化剂对CO和H2-TPR的化学吸附结果表明,Pd和Pt之间存在强烈的相互作用。NH3-TPD表明,加入金属会影响弱酸/强酸位点的相对分布百分比,其分布顺序为:Pd0Pt100/HY>Pd100Pt0/HY>Pd33Pt67/HY。原子组成Pd/Pd+Pt等于0.33,弱酸/强酸位点的相对分布等于2,有利于甲苯在金属位点氢化为甲基环己烷,随后通过二甲基环戊烷中间体在酸性位点进行骨架异构化,并在金属位点开环,导致正庚烷相对于异庚烷的形成增加。
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引用次数: 0
Pattern recognition for the modification of characteristics using non-linear techniques 利用非线性技术进行特征修正的模式识别
IF 0.3 Pub Date : 2023-01-02 DOI: 10.18273/revuin.v22n1-2023002
F. Mesa, R. Ospina-Ospina, D. M. Devia-Narvaez
Traditional data processing applications are unsuitable for handling large amounts of data. To achieve an efficient manipulation and extraction of characteristics or samples that the information represents, it is necessary to know aspects such as data collection and treatment. In this document, a database corresponding to the behavior of electrical energy consumption in a residential load was refined. The debugging and statistical analysis of the samples were carried out using the principal component analysis. The training of the smallest data set to the original database was made using vector support machine techniques and artificial neural networks. Finally, a proposal is presented for the analysis of samples that are within the operating limits or not using updating dynamic patterns for the unsupervised validation of new samples.
传统的数据处理应用程序不适合处理大量数据。为了实现对信息所代表的特征或样本的有效操作和提取,有必要了解数据收集和处理等方面。在本文件中,完善了与住宅负荷中的电能消耗行为相对应的数据库。采用主成分分析法对样品进行了调试和统计分析。使用向量支持机技术和人工神经网络将最小数据集训练到原始数据库中。最后,提出了一个建议,用于分析在操作限制内或不使用更新动态模式对新样本进行无监督验证的样本。
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引用次数: 0
Methodology for the structural analysis of a main deck of FPSO vessel supporting an offshore crane 支撑海上起重机的FPSO船主甲板结构分析方法
IF 0.3 Pub Date : 2022-12-27 DOI: 10.18273/revuin.v22n1-2023001
D. F. Hernández-Ménez, I. Félix-González, J. Hernández-Hernández, A. Herrera-May
Offshore cranes placed on the surface of Floating Production Storage and Offloading (FPSO) vessels affect the structural response of their main decks, which can alter the safe operation of the FPSO vessels. Generally, classification societies rules are used to predict the structural strength of the main deck of FPSO vessels. However, these classification societies rules are limited to estimate the variation of the structural performance of the main deck caused by the operation of offshore cranes under different hydrodynamic conditions. Here, we present a methodology to determine the alteration of the structural behavior of a main deck of FPSO vessel due to different operation conditions of a board offshore crane. This methodology considers the hydrodynamic response for two ultimate limit states: operating and storm conditions from 1000 m water depth in Gulf of Mexico with a return period of 10 and 100 years, respectively. The methodology includes finite element method (FEM) models of the main deck supporting an offshore crane to predict its structural response. The maximum von Mises stress of the main deck does not overcome its maximum permissible stress, which allows a safe operation of the FPSO crane. The proposed methodology can be used to estimate the structural behavior of main decks of FPSO vessels that are modified for supporting offshore cranes, regarding the hydrodynamic response for each FPSO under the operation and extreme conditions in its location. Thus, naval designers could select the better structural modifications of the main decks that decrease their costs of construction and maintenance.
浮式生产储油卸船(FPSO)表面的海上起重机会影响其主甲板的结构响应,从而影响FPSO船舶的安全运行。通常,船级社规则用于预测FPSO船舶主甲板的结构强度。然而,这些船级社规则仅限于估计海上起重机在不同水动力条件下运行引起的主甲板结构性能的变化。在这里,我们提出了一种方法来确定由于板式海上起重机的不同操作条件而导致的FPSO船主甲板结构行为的变化。该方法考虑了两种极限状态的水动力响应:墨西哥湾1000m水深的运行和风暴条件,重现期分别为10年和100年。该方法包括支撑海上起重机的主甲板的有限元模型,以预测其结构响应。主甲板的最大von Mises应力没有超过其最大允许应力,这允许FPSO起重机的安全操作。所提出的方法可用于估计为支撑海上起重机而修改的FPSO船舶主甲板的结构行为,包括每个FPSO在操作和其位置的极端条件下的水动力响应。因此,海军设计师可以选择更好的主甲板结构改造,以降低其建造和维护成本。
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引用次数: 0
Deposición de láser pulsado de hidroxiapatita en Ti-6Al-4V producido por manufactura aditiva 添加剂制造Ti-6Al-4V中羟基磷灰石的脉冲激光沉积
IF 0.3 Pub Date : 2022-12-27 DOI: 10.18273/revuin.v21n4-2022010
Estefanía Corredor, O. A. González-Estrada, Rogelio Ospina-Ospina
En este trabajo, se estudiaron las propiedades mecánicas, composición química y la morfología superficial de recubrimientos de hidroxiapatita, depositados mediante deposición por láser pulsado sobre sustratos de Ti6Al4V fabricados por electron beam melting, variando la energía de deposición. Los ensayos de microindentación e indentación realizados de acuerdo con la norma ASTM E384-17, permitieron obtener valores de dureza y microdureza promedios. Para la evaluación de las propiedades del recubrimiento del sustrato se empleó microscopia electrónica de barrido, obteniendo así valores promedio de tamaño de formación de partículas de hidroxiapatita del recubrimiento. La composición química se obtuvo del análisis por espectroscopia de rayos X por energía dispersiva. Se evaluaron características importantes que indican la incidencia de los parámetros de deposición con respecto a las propiedades mecánicas, morfológicas y composición química del recubrimiento biocompatible sobre partes producidas mediante manufactura aditiva para su uso en implantes óseos.
本文研究了脉冲激光沉积在电子束熔化法制备的Ti6Al4V衬底上,通过改变沉积能量,沉积羟基磷灰石涂层的机械性能、化学成分和表面形貌。根据ASTM E384-17进行的显微压痕和压痕试验获得了平均硬度和显微硬度值。扫描电子显微镜用于评估基材涂层的性能,从而获得涂层羟基磷灰石颗粒形成尺寸的平均值。化学成分是通过能量色散X射线光谱分析获得的。评估了重要特征,这些特征表明沉积参数对生物相容性涂层的机械性能、形态和化学成分的影响,这些涂层是通过添加制造用于骨植入物的零件制成的。
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引用次数: 1
Estimación de la producción de lodos en plantas convencionales de tratamiento de agua potable mediante modelos de predicción 用预测模型估计常规饮用水处理厂的污泥产量
IF 0.3 Pub Date : 2022-12-09 DOI: 10.18273/revuin.v21n4-2022008
P. Torres-Lozada, Luis Ancizar Arango-Vallejo, Wilmar Alexander Torres-López
El tratamiento de agua para consumo humano en plantas de tratamiento de agua potable (PTAP) convencionales, genera lodos que se retienen principalmente en la etapa de sedimentación y para hacer un manejo adecuado es importante conocer las cantidades producidas. Para aportar a este fin, en este estudio se evaluaron diferentes modelos empíricos (AFEE, Cornwell & Koppers, Coşkun, CETESB, AWWA y Kawamura) y estocásticos (ARIMA) para la predicción de la producción de lodos de una PTAP convencional que utiliza sulfato de aluminio como coagulante. Entre los modelos empíricos, los tres primeros presentaron un mejor ajuste frente a los datos observados; sin embargo, el estocástico ARIMA (0,1,2) fue el de mejor predicción con una diferencia de 1.51% entre el valor pronosticado y el observado (2173,65 ± 549 vs 2207 Kg / día de lodos en base seca), lo que demuestra su aplicabilidad para estimar la producción de lodos.
传统饮用水处理厂(PTAP)的人类饮用水处理产生的污泥主要保留在沉淀阶段,了解产生的数量对于正确管理很重要。为了实现这一目标,本研究评估了不同的经验模型(AFEE、Cornwell&Koppers、Coşkun、CETESB、AWWA和Kawamura)和随机模型(ARIMA),以预测使用硫酸铝作为絮凝剂的传统PTAP的污泥产量。在经验模型中,前三个模型对观测数据的拟合更好;然而,随机ARIMA(0.1.2)是最好的预测,预测值与观察值之间的差异为1.51%(2173.65±549 vs 2207 kg/天干基污泥),这证明了其在估计污泥产量方面的适用性。
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引用次数: 0
Analysis of formability of AISI 304 steel sheets with different thicknesses by the tensile properties 用拉伸性能分析不同厚度AISI 304钢板的成形性
IF 0.3 Pub Date : 2022-12-09 DOI: 10.18273/revuin.v21n4-2022009
Jhon Barbosa-Jaimes, I. García-Páez, Victoriano García-Medina
Although AISI 304 steel is widely used and its manufacturers provide resistance data in the quality certificate, these are not sufficient to characterize and predict the behavior of the sheets in the drawing and drawing processes. This is why the objective of this work was to analyze the formability of AISI 304 steel sheets with 16- (thickness 1.5 mm), 18- (1.2 mm), and 20- (0.9 mm) gauges used by the metalworking industry in Colombia by determining intrinsic properties related to the ability of the sheet to withstand stretching and drawing operations such as the strain hardening exponent n, the normal anisotropy rm, and the planar anisotropy Δr. The methodology consisted of analyzing the chemical composition, a metallographic study, and a series of tensile tests. The results show that the steel has a microstructure of twinned austenite grains of size between 15-30 mm. Regarding the mechanical resistance, it was observed that all the mean values of ultimate resistance, elastic limit, and elongation are above the minimum established in the standard. Furthermore, all of the tensile test results changed according to the variation of angles concerning the rolling direction (0°, 45°, and 90°), which indicates the anisotropic character of the sheet. The most relevant result allows us to infer that the 20-gauge sheet has better formability and therefore, better behavior against the stretching and drawing processes.
尽管AISI 304钢被广泛使用,其制造商在质量证书中提供了电阻数据,但这些数据不足以表征和预测板材在拉伸和拉伸过程中的行为。这就是为什么这项工作的目的是分析哥伦比亚金属加工行业使用的AISI 304钢板的16-(厚度1.5 mm), 18- (1.2 mm)和20- (0.9 mm)量规的成形性,通过确定与板材承受拉伸和拉伸操作能力相关的固有特性,如应变硬化指数n,正常各向异性rm和平面各向异性Δr。方法包括分析化学成分、金相研究和一系列拉伸试验。结果表明:该钢的显微组织为奥氏体孪晶,晶粒尺寸在15 ~ 30 mm之间;力学阻力方面,极限阻力、弹性极限和伸长率的平均值均高于标准规定的最小值。拉伸试验结果随轧制方向(0°、45°和90°)角度的变化而变化,表明了板料的各向异性。最相关的结果使我们能够推断,20规格板具有更好的成形性,因此,更好的行为对拉伸和拉伸过程。
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引用次数: 0
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UIS Ingenierias
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