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Rapid Drawdown in Homogeneous Earth Dam Considering Transient Flow and Suction 考虑瞬态流动和吸力的均质土坝快速收缩
Pub Date : 2020-01-01 DOI: 10.15446/ING.INVESTIG.V40N1.80002
Grover Romer Llanque Ayala, Francisco Chagas da Silva Filho, Rosiel Ferreira Leme, M. C. Cavalcanti, C. Mahler
El presente trabajo pretende demostrar las ventajas de considerar el regimen de flujo transitorio en el analisis de estabilidad de talud aguas arriba para la situacion de reduccion rapida de una presa de tierra homogenea. Se llevaron a cabo analisis de estabilidad de taludes aguas arriba, considerando la presion de poro / succion para analisis de flujo transitorio que simula la reduccion rapida del embalse. Los analisis comprendieron diferentes geometrias del talud aguas arriba (de 1V: 1.1H a 1V: 2.5H), alturas que varian de 10 m a 50 m, asi como varios materiales de baja permeabilidad (SM, SM-SC, SC, ML, ML-CL, CL, MH y CH). Ademas, las ecuaciones que relacionan el factor de seguridad con dichos taludes o la altura de la presa se ajustaron a los datos de analisis, para definir el talud minimo para una determinada altura de la presa o la altura maxima para un determinado talud aguas arriba. Los resultados han demostrado que: teniendo en cuenta la condicion de flujo transitorio, incluida la succion, en el analisis de estabilidad de taludes de la situacion de reduccion rapida, aumenta el factor de seguridad en relacion con el analisis simplificado que generalmente se adopta. Esto tambien ha resultado en taludes mucho mas pronunciados, para un factor de seguridad de 1.1, que los recomendados por la Oficina de Reclamacion de los E.E.U.U. (USBR), sugiriendo la importancia de realizar analisis de flujo transitorio para las situaciones de reduccion rapida y considerando sus resultados en el analisis de estabilidad.
本文的目的是证明在上游边坡稳定性分析中考虑瞬态流动制度对均质土坝快速减小情况的优点。在本研究中,我们分析了大坝的结构和功能,并对大坝的结构和功能进行了分析。分析包括不同的上游边坡几何形状(1V: 1.1H ~ 1V: 2.5H),高度10 ~ 50 m,以及各种低渗透性材料(SM、SM-SC、SC、ML、ML-CL、CL、MH和CH)。在分析数据的基础上,将安全系数与大坝边坡或大坝高度联系起来,以确定给定大坝高度的最小边坡或给定上游边坡的最大边坡。结果表明:在快速还原的边坡稳定性分析中,考虑了包括吸力在内的瞬态流动条件,与一般采用的简化分析方法相比,提高了安全系数。这也是证明在坡更显著,安全系数为1.1,推荐的朱诺(USBR Reclamacion厅),暗示流进行分析的重要性暂时落差情况快速评估结果稳定分析和考虑。
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引用次数: 2
A continuous time model for a short-term multiproduct batch process scheduling 短期多产品批处理调度的连续时间模型
Pub Date : 2019-07-03 DOI: 10.15446/ING.INVESTIG.V38N1.66425
J. Ramírez, J. Huertas
In the chemical industry, it is common to find production systems characterized by having a single stage or a previously identified bottleneck stage, with multiple non-identical parallel stations and with setup costs that depend on the production sequence. This paper proposes a mixed integer production-scheduling model that identifies lot size and product sequence that maximize profit. It considers multiple typical industry conditions, such as penalties for noncompliance or out of service periods of the productive units (or stations) for preventive maintenance activities. The model was validated with real data from an oil chemical company.  Aiming to analyze its performance, we applied the model to 155 instances of production, which were obtained using Monte Carlo technique on the historical production data of the same company.  We obtained an average 12 % reduction in the total cost of production and a 19 % increase in the estimated profit.
在化学工业中,通常会发现生产系统的特点是具有单个阶段或先前确定的瓶颈阶段,具有多个不相同的平行站,并且安装成本取决于生产顺序。本文提出了一种混合整数生产调度模型,该模型能识别利润最大化的生产批量和生产顺序。它考虑了多种典型的工业条件,例如对不合规的处罚或生产单元(或站)的预防性维护活动的服务期限。用某石油化工企业的实际数据对模型进行了验证。为了分析其性能,我们将该模型应用于155个生产实例,这些生产实例是使用蒙特卡罗技术对同一公司的历史生产数据获得的。我们的总生产成本平均降低了12%,预计利润增加了19%。
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引用次数: 5
Effects of employees’ physical and psychological characteristics over manufacturing systems’ performance 员工身心特征对制造系统绩效的影响
Pub Date : 2018-05-01 DOI: 10.15446/ING.INVESTIG.V38N2.65202
Arturo Realyvásquez, A. Maldonado-Macías, J. García-Alcaráz
One of the main challenges in Macroergonomics is to develop a universal model to measure macroergonomic compatibility. As a first step to develop such model, it is necessary to validate the construct of macroergonomic compatibility (MC). MC refers to the ability of the different work system components and elements to complement the capabilities and limitations of employees in order to achieve companies’ goals. In that regard, to achieve this step, this paper analyzes the effects of MC of physical and psychological characteristics of employees over the performance of manufacturing systems measured by the  clients ,  production processes , and the  organizational performance of companies . Data was obtained from 188 employees of manufacturing systems by means of the Macroergonomic Compatibility Questionnaire (MCQ) in Chihuahua, Mexico. Also, data is analyzed to propose and test a hypothetical causal model of the relationships among the variables by using a Structural Equation Modeling (SEM) approach. Employees’  physical characteristics  ( weight ,  height ,  strength ) are considered as independent variable. The highest direct effects values (s) were found from  physical characteristics  to  psychological characteristics  (0,49), from  clients  to  organizational performance  (0,45), and from  psychological characteristics  to  motivation and needs . Also, the highest total effects were found from  physical characteristics  to  motivation and needs  (0,517) and  psychological characteristics  (0,488) and from  clients  to  organizational performance  (0,454). Results of this model offer relevant knowledge to develop macroergonomic strategies for manufacturing systems in order to increase their competitiveness and support the design and improvement of these systems.
宏观工效学的主要挑战之一是建立一个通用的模型来衡量宏观工效学相容性。作为建立该模型的第一步,有必要验证宏观人体工程学相容性(MC)的构建。MC指的是不同的工作系统组成部分和要素的能力,以补充员工的能力和局限性,以实现公司的目标。为此,为了实现这一步骤,本文分析了员工生理和心理特征的MC对由客户、生产过程和公司组织绩效衡量的制造系统绩效的影响。采用宏观人体工程学相容性问卷(MCQ)对墨西哥奇瓦瓦州的188名制造系统员工进行调查。此外,数据分析提出并检验假设因果模型的变量之间的关系,采用结构方程模型(SEM)的方法。员工的身体特征(体重、身高、力量)被视为自变量。身体特征对心理特征的直接影响值最高(0,49),客户对组织绩效的直接影响值最高(0,45),心理特征对动机和需求的直接影响值最高。此外,从身体特征到动机和需求(0,517)和心理特征(0,488)以及从客户到组织绩效(0,454)的总影响最高。该模型的结果为制造系统制定宏观人体工程学策略提供了相关知识,以提高其竞争力,并支持这些系统的设计和改进。
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引用次数: 4
Devolatilization of African Palm (Elaeis guineensis) Husk studied by TG-MS 用TG-MS研究非洲棕榈(Elaeis guineensis)皮的挥发性
Pub Date : 2018-05-01 DOI: 10.15446/ING.INVESTIG.V38N2.67743
A. Arrieta, E. O. Muñoz, Ismael Piñeres Ariza, Andrés Escobar, M. Chamorro
Using simultaneous thermogravimetrical analysis coupled with mass spectroscopy, the pyrolysis of African palm husk, using several heat rates and programs was performed. Seven relations of mass/charge were followed of the evolved gas of the pyrolysis process, fitting the kinetics and the mass spectroscopy signals to the distributed activation energy model (DAEM) with different numbers of pseudo-components. Fitting with four pseudo-components proved to be the best for modeling the thermal degradation process. Kinetic parameters were not affected by the heating rate or program employed, which agrees with other reports for similar biomass. Methane, methanol formaldehyde, furfural were successfully fitted to the DAEM model, nevertheless CO2 and NO2 were not able to be represented by this model due to its production in secondary reactions in gaseous phase.
采用质谱联用热重分析方法,对非洲棕榈壳在不同热速率下的热解过程进行了研究。根据热解过程中析出气体的7种质量/电荷关系,将动力学和质谱信号拟合到具有不同伪组分数的分布式活化能模型(DAEM)中。用四个伪分量拟合是模拟热降解过程的最佳方法。动力学参数不受加热速率或程序的影响,这与其他类似生物质的报道一致。甲烷、甲醇、甲醛、糠醛被成功地拟合到DAEM模型中,而CO2和NO2由于在气相的二次反应中产生而无法用该模型表示。
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引用次数: 1
Fast Determination of Earthquake Depth Using Seismic Records of a Single Station, Implementing Machine Learning Techniques 利用单站地震记录快速确定地震深度,实现机器学习技术
Pub Date : 2018-05-01 DOI: 10.15446/ING.INVESTIG.V38N2.68407
L. H. O. Gutierrez, L. F. N. Vasquez, C. Jiménez
The purpose of this research is to apply a new approach to make a fast determination of earthquake depth using seismic records of the “El Rosal” station, near to the city of Bogota – Colombia, by applying support vector machine regression (SVMR). The algorithm was trained with descriptors obtained from time signals of 863 seismic events acquired between January 1998 and October 2008; only earthquakes with magnitude ≥ 2 were contemplated, filtering its signals to remove diverse kind of noises not related to earth tremors. During training stages of SVMR several combinations of kernel function exponent and complexity factor were considered for time signals of 5, 10 and 15 seconds along with earthquake magnitudes of 2.0, 2.5, 3.0 and 3.5 (Ml). The best classification of SVMR was obtained using time signals of 15 seconds and earthquake magnitudes of 3.5 with kernel exponent of 10 and complexity factor of 2, showing accuracy of 0.6 ± 16.5 kilometers, which is good enough to be used in an early warning system for the city of Bogota. It is recommended to provide this model with a previous phase of deep-shallow classification.
本研究的目的是应用支持向量机回归(SVMR)的新方法,利用哥伦比亚波哥大市附近的“El Rosal”台站的地震记录,快速确定地震深度。该算法使用1998年1月至2008年10月863个地震事件的时间信号描述符进行训练;仅考虑震级≥2级的地震,对其信号进行过滤,以去除与地震无关的各种噪声。在SVMR的训练阶段,考虑了5、10和15秒时间信号以及2.0、2.5、3.0和3.5 (Ml)地震震级的核函数指数和复杂性因子的几种组合。在15秒时间信号、3.5级地震、核指数为10、复杂系数为2的情况下,得到了SVMR的最佳分类,精度为0.6±16.5 km,足以用于波哥大市的预警系统。建议为该模型提供前一阶段的深浅分类。
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引用次数: 5
Influence of four non-conventional additives on the physical, rheological and thermal properties of an asphalt 四种非常规添加剂对沥青物理、流变和热性能的影响
Pub Date : 2018-05-01 DOI: 10.15446/ING.INVESTIG.V38N2.68638
Miguel Gerardo Delgado Jojoa, H. R. Quintana, Jessica Alexandra Sánchez Gilede, W. Gómez, F. R. Lizcano
This article shows the evaluation of the influence of two polymer wastes (crumb rubber – GCR and low density polyethylene – LDPE), a natural bitumen (Gilsonite - G) and a chemical component (Husil) about the physical, rheological and thermal properties of an asphalt cement (AC 60/70 penetration grade). Over a control asphalt and the modified asphalts were performed: penetration, softening point, ductility, ignition point, rheology (using a dynamic cut rheometer – DSR), Multi Stress Creep and Recovery (MSCR), linear amplitude sweep (LAS), differential scanning calorimetry (DSC) and thermogravimetric analysis (TGA) tests. The results show that fourth additives increase the stiffness and rutting resistance of the asphalts. Additionally, it reports an increase in fatigue cracking resistance when asphalt cement is modified with GCR, G and Husil. The additives give thermal stability to the asphalt cement, providing less mass loss (linked mostly to a less oxidation).
本文评价了两种聚合物废弃物(橡胶屑- GCR和低密度聚乙烯- LDPE)、天然沥青(Gilsonite - G)和化学成分(Husil)对ac60 /70渗透级沥青水泥的物理、流变学和热性能的影响。在对照沥青和改性沥青上进行:渗透、软化点、延展性、着火点、流变学(使用动态剪切流变仪- DSR)、多应力蠕变和恢复(MSCR)、线性振幅扫描(LAS)、差示扫描量热(DSC)和热重分析(TGA)测试。结果表明,第四种添加剂可提高沥青的刚度和抗车辙性能。此外,当沥青水泥加入GCR、G和Husil改性后,其抗疲劳开裂性能有所提高。添加剂使沥青水泥具有热稳定性,提供较少的质量损失(主要与较少的氧化有关)。
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引用次数: 4
Non-Intrusive Electric Load identification using Wavelet Transform 基于小波变换的非侵入式电力负荷识别
Pub Date : 2018-05-01 DOI: 10.15446/ING.INVESTIG.V38N2.70550
J. Hoyo-Montaño, Jesús Naim Leon-Ortega, G. Valencia‐Palomo, Rafael Armando Galaz-Bustamante, D. Espejel-Blanco, Martín Gustavo Vázquez Palma
This paper shows the development of a decision tree for the classification of loads in a non-intrusive load monitoring (NILM) system implemented in a simple board computer (Raspberry Pi 3). The decision tree uses the total energy value of the power signal of an equipment, which is generated using a discrete wavelet transform and Parseval’s theorem. The power consumption data of different types of equipment were obtained from a public access database for NILM applications. The best split point for the design of the decision tree was determined using the weighted average Gini index. The tree was validated using loads available in the same public access database.
本文展示了一种用于在简单板计算机(Raspberry Pi 3)上实现的非侵入式负载监测(NILM)系统中进行负载分类的决策树的开发。决策树使用设备电源信号的总能量值,该能量值使用离散小波变换和Parseval定理生成。不同类型设备的功耗数据从NILM应用的公共访问数据库中获取。利用加权平均基尼系数确定决策树设计的最佳分歧点。该树使用同一公共访问数据库中可用的负载进行验证。
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引用次数: 9
Intelligent system for non-technical losses management in residential users of the electricity sector 智能系统的非技术损失管理的住宅用户电力部门
Pub Date : 2018-05-01 DOI: 10.15446/ING.INVESTIG.V38N2.67331
Miguel Cantillo, R. González, J. J. Mares, C. Monroy
The identification of irregular users is an important assignment in the recovery of energy in the distribution sector. This analysis requires low error levels to minimize non-technical electrical losses in power grid. However, the detection of fraudulent users who have billing does not present a generalized methodology. This issue is complex and varies according to the case study. This paper presents a novel methodology to identify residential fraudulent users by using intelligent systems. The proposed intelligent system consists of three fundamental modules. The first module performs the classification of users with similar power consumption curves using self-organizing maps and genetic algorithms. The second module allows carrying out the monthly electricity demand forecasting through of recursive adjustment of ARIMA models. The third module performs the detection of fraudulent users through an artificial neural network for pattern recognition. For the design and validation of the proposed intelligent system, several tests were performed in each developed module. The database used for the design and evaluation of the modules was constructed with data supplied by the energy distribution company of the Colombian Caribbean Region. The results obtained by the proposed intelligent system show a better performance versus the detection rates obtained by the company.
非正常用户的识别是配电部门能源回收的一项重要任务。这种分析需要较低的误差水平,以尽量减少电网中的非技术电力损失。然而,对有账单的欺诈用户的检测并没有提供一种通用的方法。这个问题很复杂,并且根据案例研究而有所不同。本文提出了一种利用智能系统识别住宅欺诈用户的新方法。提出的智能系统由三个基本模块组成。第一个模块使用自组织映射和遗传算法对具有相似功耗曲线的用户进行分类。第二个模块通过ARIMA模型的递归调整进行月度电力需求预测。第三个模块通过人工神经网络进行模式识别,对欺诈用户进行检测。为了设计和验证所提出的智能系统,在每个开发模块中进行了多次测试。用于设计和评估模块的数据库是根据哥伦比亚加勒比地区能源分配公司提供的数据构建的。与该公司获得的检测率相比,所提出的智能系统显示出更好的性能。
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引用次数: 5
Steganography applied in the origin claim of pictures captured by drones based on chaos 基于混沌的无人机图像来源声明中隐写术的应用
Pub Date : 2018-05-01 DOI: 10.15446/ING.INVESTIG.V38N2.64509
Maricela Jiménez Rodríguez, Carlos Eduardo Padilla Leyferman, Juan Carlos Estrada Gutiérrez, María Guadalupe González Novoa, Horacio Gómez Rodríguez, Octavio Flores Siordia
In this work, steganography is implemented in photographs captured by an unmanned aerial vehicle (drone), with the purpose of adding an identifier that indicates which device they are taken from so it works for the recovery of the origin. In the system, a new technique that modifies the least significant bit (LSB) is applied, using a mathematical model to generate the chaotic orbits, one of the parts selects the RGB channel (Red, Green or Blue) where the LSB is changed and the other is implemented to calculate the random position of the sub pixel to be modified in the selected channel. In addition, a comparison between the bit to be hidden and the LSB of the pixel of the image is performed to verify if it is not necessary to modify it, which lessens the alterations in the container image. It is a tool to capture photos remotely with the Ar.Drone 2.0, with the features needed to perform an analysis that uses correlation diagrams and histograms to verify if the integrity of the message is guaranteed or if changes in the stego-image are visible to the naked eye. On the other hand, a test was done on the Baboon image to compare the robustness of the proposed system with other investigations, evaluating the correlation, contrast, energy, homogeneity, MSE, PSNR and quality index. The results generated were compared with the work of other authors concluding our system provides greater security, integrity, high sensitivity to the keys, it is not linked to a single chaotic system and can be applied to hide imperceptibly all kinds of information, in: radiographs, videos, files, official documents, and other types of containers.
在这项工作中,隐写术是在无人驾驶飞行器(无人机)拍摄的照片中实现的,目的是添加一个标识符,表明它们是从哪个设备上拍摄的,这样它就可以恢复原始图像。该系统采用了修改最低有效位(LSB)的新技术,利用数学模型生成混沌轨道,其中一部分选择LSB改变的RGB通道(Red, Green或Blue),另一部分计算待修改子像素在所选通道中的随机位置。此外,要隐藏的位与图像像素的LSB进行比较,以验证是否需要修改它,这减少了容器图像中的更改。这是一个使用Ar.Drone 2.0远程拍摄照片的工具,具有执行分析所需的功能,使用相关图和直方图来验证信息的完整性是否得到保证,或者隐写图像的变化是否肉眼可见。另一方面,对狒狒图像进行了测试,以比较所提出系统与其他研究的鲁棒性,评估相关性,对比度,能量,均匀性,MSE, PSNR和质量指数。将生成的结果与其他作者的工作进行了比较,结论是我们的系统提供了更高的安全性,完整性,对密钥的高灵敏度,它不与单一的混沌系统相关联,并且可以应用于隐藏各种难以察觉的信息,在:射线照片,视频,文件,官方文件和其他类型的容器中。
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引用次数: 3
Experimental investigation of 50 MPa reinforced concrete slabs subjected to blast loading 50 MPa钢筋混凝土板爆破荷载试验研究
Pub Date : 2018-05-01 DOI: 10.15446/ING.INVESTIG.V38N2.65305
F. B. Mendonça, G. Urgessa, J. Rocco
This paper presents results from blast tests conducted on four 50 MPa concrete slabs with reinforcement ratios of 0,175% and 0,37%. Two of the slabs were retrofitted with 50 mm thick foam in order to investigate the potential of using the foam as a strengthening option. The slabs were simply supported on two sides. Non-confined PBX (Plastic bonded explosive) was molded with the form of a cylinder measuring 20 cm in height and 10,5 cm in diameter. The explosive was detonated at 2 m stand-off distance. The equivalent TNT mass of the explosive ranges from 2,58 to 2,72 kg for the four tests. Accelerometers, displacement and pressure gages were used to measure blast wave parameters and global response of the slabs. A high-speed digital camera in conjunction with a rugged notebook recorded images. Qualitative and quantitative results are included. Slabs retrofitted with foam showed a different pressure pattern as recorded by the sensors and resulted in higher displacement, acceleration and linear momentum.
本文介绍了4块配筋率分别为0.175%和0.37%的50mpa混凝土板的爆破试验结果。为了研究使用泡沫作为加固选择的潜力,其中两块板被改造了50毫米厚的泡沫。楼板的两侧只是简单地支撑着。非密闭PBX(塑料粘合炸药)被塑造成一个圆柱体的形式,高20厘米,直径10.5厘米。炸药在2米的距离被引爆。在四次试验中,炸药的当量TNT质量在2.58至2.72千克之间。采用加速度计、位移计和压力计测量了爆破波参数和楼板的整体响应。一台高速数码相机和一台坚固耐用的笔记本一起记录图像。包括定性和定量结果。传感器记录的泡沫板显示出不同的压力模式,并导致更高的位移、加速度和线性动量。
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引用次数: 4
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Revista Ingenieria E Investigacion
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