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System for the recognition of wear patterns on microstructures of carbon steels using a multilayer perceptron 基于多层感知器的碳钢微结构磨损模式识别系统
Pub Date : 2018-01-01 DOI: 10.15446/ING.INVESTIG.V25N2.60265
E. Santoyo, José A. López, J. Y. Mendiola, R. Serrato, José Alfredo Jiménez García, Juan Antonio Sánchez Márquez
This paper describes the application of a recognition system wear patterns present in carbon steel, the system classifies the microstructure of the materials which have three conditions throughout life-time in thermoelectric plants. This approach employs the artificial neural network multilayer perceptron in conjunction with the digital image processing to recognize the different physical states of the materials used as conductors in conditions of high temperatures. The studied patterns in the microstructure are spheronization, decarburization and graphitization. The microstructure is revealed from microscope images obtained in the Testing Laboratory Equipment and Materials of the Federal Electricity Commission in Mexico (LAPEM-CFE). The proposed system compared to the human expert, obtained an accuracy of 96.83 % with a shorter analysis time and inspection cost.
本文介绍了碳钢磨损模式识别系统在热电厂的应用,该系统对具有三种寿命状态的材料进行了显微组织分类。该方法采用人工神经网络多层感知器与数字图像处理相结合的方法来识别高温条件下用作导体的材料的不同物理状态。研究的微观结构模式为球化、脱碳和石墨化。微观结构是在墨西哥联邦电力委员会测试实验室设备和材料(LAPEM-CFE)获得的显微镜图像中显示的。与人类专家相比,该系统以更短的分析时间和检测成本获得了96.83%的准确率。
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引用次数: 4
Effects of pyrolysis atmosphere on the porous structure and reactivity of chars from middle and high rank coals 热解气氛对中高阶煤孔隙结构和反应性的影响
Pub Date : 2018-01-01 DOI: 10.15446/ING.INVESTIG.V38N1.64516
Carlos Francisco Valdés Rentería, Yuli Betancur Guerrero, D. López, Carlos Gutierrez, F. C. Janna
The influence of a CO 2 or N 2 -based atmosphere on the porous structure and microstructure of the chars obtained from the slow devolatilization (10°C/min) of two coals of different rank (Semi-Anthracite (SA) and High Volatile Bituminous type C (HVBC)) and different particle size distribution was studied. Physicochemical characterization (ultimate and proximate analysis), structural and morphological characterization by Raman spectroscopy, FE-SEM, BET surface area, and volume and diameter microporous by CO 2 adsorption measurements were carried out for all the chars. It was found that the kinetic parameters, the physicochemical properties, and reactivity of the chars are different, depending on the pyrolysis atmosphere. It was also determined that for char from SA coal with particle size greater than 0.7mm, the BET surface area increases when the atmosphere is enriched in CO 2 . This effect appears to be promoted by the interaction of different processes such as intraparticle side reactions (softening, nucleation and coalescence of bubbles, crosslinking, among others), differences in the thermal diffusivity of N 2 and CO 2 , and the reactive effects of the latter. Additionally, tests of oxidative reactivity of chars showed that the char formed in a CO 2 atmosphere is more reactive than that formed in N 2 . With the results of Raman analysis and kinetic parameters quantified, it was concluded that the reaction atmosphere determined the degree of ordering achieved by the char structure and that the thermo-diffusive properties of the reaction atmosphere promoted structural differences in the char even at low heating rates.
以半无烟煤(SA)和高挥发性C型烟煤(HVBC)为原料,研究了co2或n2基气氛对两种不同粒度分布煤(10°C/min)缓慢脱挥发所得炭的孔隙结构和微观结构的影响。采用拉曼光谱、FE-SEM、BET比表面积、CO 2吸附微孔体积和微孔直径等方法对炭进行了物理化学表征(终极和近似分析)、结构和形态表征。研究发现,不同的热解气氛对热解产物的动力学参数、理化性质和反应性有不同的影响。对于粒径大于0.7mm的SA煤,随着大气中CO 2的富集,BET表面积增大。这种效应似乎是由不同过程的相互作用促进的,如颗粒内副反应(软化、气泡成核和聚并、交联等)、n2和CO 2的热扩散率差异以及后者的反应效应。此外,炭的氧化反应性测试表明,在CO 2气氛中形成的炭比在n2气氛中形成的炭反应性更强。通过拉曼分析和动力学参数的量化,得出了反应气氛决定了炭结构的有序程度,即使在低加热速率下,反应气氛的热扩散性质也促进了炭结构的差异。
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引用次数: 10
Laboratory determination of hydraulic anisotropy of dense graded asphalt concrete 密实级配沥青混凝土水力各向异性的实验室测定
Pub Date : 2018-01-01 DOI: 10.15446/ING.INVESTIG.V38N1.67166
Alberto Gaxiola-Hernández
Dense graded asphalt concrete is widely used in roads as support structure for vehicle loads. However, it is also used for hydraulic purposes in canal linings as well as faces and cores of dams. In the design stage of these constructions, it is necessary to have the permeability data of the materials that will be used and, although in some cases it is sufficient to know this parameter in only one direction, in others it is necessary to have it in two directions. The parameter that indicates the ratio of the permeability coefficients between the axial and transverse direction is known as hydraulic anisotropy (A). There are studies that estimate A in asphalt concrete, however, there is no standard procedure to determine these results in the laboratory. This research presents test results of axial permeability in constant head permeameter and the design of a radial permeability test device in asphalt concrete made for hydraulic purposes. As a result, it was determined that the compaction process of asphalt concrete, applied in one direction, causes the material to have anisotropic behavior from the hydraulic point of view, resulting in anisotropy ratios from 7.1 to 10.4, for the studied asphalt mixture. This research is of paramount importance for engineers who design hydraulic structures of asphalt concrete since it provides them with a simple laboratory procedure to determine the hydraulic anisotropy of this material.
密实级配沥青混凝土作为车辆荷载的支撑结构广泛应用于道路。然而,它也用于运河衬里以及水坝的表面和核心的水力目的。在这些结构的设计阶段,有必要获得将要使用的材料的渗透率数据,尽管在某些情况下,只知道一个方向的渗透率数据就足够了,但在其他情况下,有必要知道两个方向的渗透率数据。表明轴向和横向渗透性系数之比的参数被称为水力各向异性(A)。有研究估计沥青混凝土中的A,然而,没有标准程序来确定实验室中的这些结果。本文介绍了水工用沥青混凝土恒水头轴向渗透性试验结果及径向渗透性试验装置的设计。结果表明,沥青混凝土的压实过程,在一个方向上施加,导致材料从水力学角度来看具有各向异性行为,导致所研究的沥青混合料的各向异性比为7.1 ~ 10.4。这项研究对于设计沥青混凝土水工结构的工程师来说至关重要,因为它为他们提供了一个简单的实验室程序来确定这种材料的水力各向异性。
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引用次数: 1
Research on supply chain partner selection and task allocation based on fuzzy theory under an uncertain environment 不确定环境下基于模糊理论的供应链合作伙伴选择与任务分配研究
Pub Date : 2018-01-01 DOI: 10.15446/ING.INVESTIG.V38N1.64675
Xinyi Fu, Tinggui Chen
Nowadays the enterprises pay the closer attention to the relationship among suppliers, manufacturers and distributors due to the global competitive market economy. And they manage the supply chain through establishing strategic cooperative partnership, which can greatly enhance the competitive advantage and obtain greater overall profits. In this paper, the fuzzy theory is applied to study the supply chain partner selection and the task coarse allocation problem in under multi-attribute fuzzy comprehensive decision-making and fuzzy constraints. Finally, the fuzzy comprehensive decision of supply chain network structure was verified through the case of Shaoxing textile.
在全球化竞争的市场经济下,企业越来越重视供应商、制造商和分销商之间的关系。通过建立战略合作伙伴关系来管理供应链,可以大大增强竞争优势,获得更大的整体利润。本文应用模糊理论研究了多属性模糊综合决策和模糊约束下的供应链合作伙伴选择和任务粗分配问题。最后,以绍兴纺织为例,验证了供应链网络结构的模糊综合决策。
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引用次数: 4
Bitumen modified with recycled polyurethane foam for employment in hot mix asphalt 用再生聚氨酯泡沫改性沥青,用于热拌沥青
Pub Date : 2018-01-01 DOI: 10.15446/ING.INVESTIG.V38N1.65631
M. A. Salas, Heriberto Pérez-Acebo, V. Calderón, Hernán Gonzalo-Orden
A wide variety of modifiers have been applied to bitumen in order to enhance their properties and performance. Among them, polymers have been mainly used. The aim of this paper is to assess the use of polyurethane foam waste as a bitumen modifier for hot mix asphalts. The polyurethane foam is a by-product of the manufacturing of polyurethane for thermal insulation. From a bitumen with a penetration grade of 50/70, various samples with percentages of waste material in weight ranging from 1% to 5% were produced and tested. Samples with 5% of waste material or more became rough and were refused due to their poor workability. A bituminous mixture with modified bitumen with a 4% of polyurethane was manufactured and compared with a sample with the same aggregates and original bitumen. Results in Marshall test showed that a mix with polymer modified bitumen yielded improvements in stability and a lower deformability. This result suggests that the employment of polyurethane foam waste is a promising bitumen modifier, contributing also to recycle waste materials.
为了提高沥青的性能,各种各样的改性剂被应用到沥青中。其中,高分子聚合物已被广泛应用。本文的目的是评估聚氨酯泡沫废料作为热混合沥青的沥青改性剂的使用。聚氨酯泡沫是制造保温用聚氨酯的副产品。从渗透等级为50/70的沥青中,生产和测试了各种样品,其中废料的重量百分比从1%到5%不等。含有5%或更多废料的样品变得粗糙,由于其加工性差而被拒绝。制备了含有4%聚氨酯改性沥青的混合沥青,并与具有相同集料和原始沥青的样品进行了比较。马歇尔试验的结果表明,聚合物改性沥青的混合物提高了稳定性,降低了可变形性。结果表明,利用聚氨酯泡沫废渣是一种很有前途的沥青改性剂,也有助于废物的回收利用。
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引用次数: 36
Precision and accuracy of the static GNSS system for surveying networks used in Civil Engineering 用于土木工程测量网的静态GNSS系统的精度和准确性
Pub Date : 2018-01-01 DOI: 10.15446/ING.INVESTIG.V38N1.64543
N. A. C. Muñoz, L. A. Cerón-Calderón
A field check was implemented for calibrating surveying equipment. It was geo-referenced with a Total Station Theodolite and by implementing procedures concerning repeatability and reproducibility. We carried out GNSS (Global Navigation Satellite System) static positioning with double frequency equipment, sensitizing occupation times, day times, uncorrected coordinates subjected to a differential correction procedure and type of coordinates obtained. This facilitated an evaluation of precision and accuracy for the GNSS positioning with the static method, which gave a global RMSE (root mean square error) of 1 cm for conditions with no multipath effect and 4 cm for field calibration points close to buildings. Additionally, optimal results for occupation times of 30 minutes were found, and the need to use planar Cartesian coordinates to ensure compatibility with the surveys using electronic measurement of distances, which allows the use of the static GNSS positioning for geo-referencing precise surveying networks, and can be used in different applications in Civil Engineering.
对校准测量设备进行了实地检查。它与全站经纬仪和执行有关可重复性和再现性的程序进行了地理参考。我们使用双频设备进行GNSS(全球导航卫星系统)静态定位,对占用时间、白天时间、经过微分校正程序的未校正坐标和获得的坐标类型进行敏感化。这有助于用静态方法评估GNSS定位的精度和准确性,在没有多径效应的情况下,全球RMSE(均方根误差)为1厘米,在靠近建筑物的现场校准点上,RMSE(均方根误差)为4厘米。此外,在30分钟的占用时间内,发现了最佳结果,并且需要使用平面笛卡尔坐标来确保与使用电子测量距离的测量的兼容性,这允许使用静态GNSS定位进行地理参考精确测量网络,并可用于土木工程中的不同应用。
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引用次数: 8
Albian drilling's and its hydropower potential in Algeria: Study and exploitation 阿尔及利亚的钻井及其水电潜力:研究与开发
Pub Date : 2018-01-01 DOI: 10.15446/ING.INVESTIG.V38N1.64966
Salim Etsouri, F. Kaci, M. Bouaziz
The Continental intercalary groundwater is highly sought for its water as resources hugely mobilized in Northern Sahara. A very high flow rate and output pressure characterizes this underground water. It amounts from 50 to 400 l.s-1 for the flow, and from 5 to 40 bar for pressure. A survey of the Northern Sahara Aquifer System was essential to prove the existence of this potential. This energy appears into the artesian form, which remains very considerable for a very long time in most drilling. We have realised that this energy is immense, as well as the expanded volume of the groundwater, and the importance of its use in agriculture. Unfortunately, this potential remains untapped to this day and the energy of this water is completely neglected. Several turbo generator and/or inverted pump (PATs) integration tests were undergone. The new concept of reflection with respect to the environment and sustainable development has led us to structure our work towards the extension of this potential in order to extract the exploitable energy.
大陆间层地下水是备受关注的,因为它是北撒哈拉地区大量动员的资源。这种地下水具有非常高的流速和输出压力。流量从50到400l -1,压力从5到40bar。对北撒哈拉含水层系统的调查对于证明这种潜力的存在至关重要。这种能量以自流形式出现,在大多数钻井中,这种能量在很长一段时间内仍然非常可观。我们已经意识到这种能量是巨大的,地下水的容量也在扩大,它在农业中的重要性也在增加。不幸的是,这种潜力至今仍未开发,水的能量完全被忽视了。进行了几次涡轮发电机和/或反向泵(PATs)集成测试。关于环境和可持续发展的反思的新概念使我们的工作朝着扩大这种潜力的方向发展,以便提取可开发的能源。
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引用次数: 1
Soymilk plant simulation to predict the formula of a new Hypothetical Product 模拟豆浆厂的配方,预测一种新的假设产品
Pub Date : 2018-01-01 DOI: 10.15446/ING.INVESTIG.V38N1.63781
Iacobi Boanerges Boanerges
Ideal Patterns reactors alteration by real reactor patterns, for better accuracy was done using industrial software: Aspen Plus and Hysys Version 7.1 to represent the batch real mixer and soymilk production system. Fluid package for properties prediction was chosen from the software list. A feed steam of 41,67 Kg/h (Soybean) was taken; mass fractions were given by element since the Soybean has a wide blend of substances which cannot be described as a unique compound formula. The elements were C, N, H, O, S, Na, K, Mg, Ca, Fe, P, and Cu. Final flow of 8,333 Kg/h was used to achieve the objective of this study: the elemental analysis method for the hypothetical new product prediction (based only in presence of Amino-acids and other macro and multiple substances). The macromolecules described here are the onset for new specific soymilk compounds such as the concluded on this study. Fulminic Acid Family compound and the protein analysis may correspond to new proteins which are not well-known such as the ones found in studies by the Hospital de Rhode Island in 2014. Presence of Fe and Cu in soybean was ascribed to the micronutrients that could be present in the soil of crop cultivation and in soybeans by absorption.
采用工业软件Aspen Plus和Hysys Version 7.1表示批量真实混合器和豆浆生产系统,对理想模式反应器进行了实际反应器模式的修改,以获得更好的精度。从软件列表中选择了用于属性预测的流体包。取饲料蒸汽41,67 Kg/h(大豆);质量分数是由元素给出的,因为大豆有广泛的混合物质,不能被描述为一个独特的化合物配方。元素为C、N、H、O、S、Na、K、Mg、Ca、Fe、P和Cu。最终流量8,333 Kg/h用于实现本研究的目的:假设新产品预测的元素分析方法(仅基于氨基酸和其他宏观和多重物质的存在)。这里描述的大分子是新的特定豆浆化合物的开始,如本研究中得出的结论。暴雷酸家族化合物和蛋白质分析可能对应于不为人所知的新蛋白质,例如罗德岛医院在2014年的研究中发现的蛋白质。大豆中铁和铜的存在可归因于作物种植土壤和大豆吸收的微量元素。
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引用次数: 0
Overview of DOS attacks on wireless sensor networks and experimental results for simulation of interference attacks 无线传感器网络DOS攻击概述及干扰攻击仿真实验结果
Pub Date : 2018-01-01 DOI: 10.15446/ING.INVESTIG.V38N1.65453
Željko Gavrić, Dejan B. Simic
Wireless sensor networks are now used in various fields. The information transmitted in the wireless sensor networks is very sensitive, so the security issue is very important. DOS (denial of service) attacks are a fundamental threat to the functioning of wireless sensor networks. This paper describes some of the most common DOS attacks and potential methods of protection against them. The case study shows one of the most frequent attacks on wireless sensor networks – the interference attack. In the introduction of this paper authors assume that the attack interference can cause significant obstruction of wireless sensor networks. This assumption has been proved in the case study through simulation scenario and simulation results.
无线传感器网络现已应用于各个领域。无线传感器网络中传输的信息非常敏感,因此安全问题非常重要。DOS(拒绝服务)攻击是对无线传感器网络功能的基本威胁。本文描述了一些最常见的DOS攻击和针对它们的潜在保护方法。案例研究显示了无线传感器网络中最常见的攻击之一——干扰攻击。在本文的介绍中,作者假设攻击干扰会对无线传感器网络造成严重的阻碍。通过仿真场景和仿真结果对该假设进行了验证。
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引用次数: 26
Implementation of the frequency dependent line model in a real-time power system simulator 实时电力系统仿真器中频率相关线路模型的实现
Pub Date : 2017-09-01 DOI: 10.15446/ING.INVESTIG.V37N3.62271
R. Iracheta-Cortez, N. Flores-Guzman, R. Hasimoto-Beltran
In this paper is described the implementation of the frequency-dependent line model (FD-Line) in a real-time digital power system simulator. The main goal with such development is to describe a general procedure to incorporate new realistic models of power system components in modern real-time simulators based on the Electromagnetic Transients Program (EMTP). In this procedure are described, firstly, the steps to obtain the time domain solution of the differential equations that models the electromagnetic behavior in multi-phase transmission lines with frequency dependent parameters. After, the algorithmic solution of the FD-Line model is implemented in Simulink environment, through an S-function programmed in C language, for running off-line simulations of electromagnetic transients. This implementation allows the free assembling of the FD Line model with any element of the Power System Blockset library and also, it can be used to build any network topology. The main advantage of having a power network built in Simulink is that can be executed in real-time by means of the commercial eMEGAsim simulator. Finally, several simulation cases are presented to validate the accuracy and the real-time performance of the FD-Line model.
本文描述了频率相关线路模型(FD-Line)在实时数字电力系统模拟器中的实现。这一发展的主要目标是描述一种基于电磁瞬变程序(EMTP)的现代实时模拟器中纳入新的电力系统组件现实模型的一般程序。本文首先描述了多相传输线中频率相关参数的电磁特性微分方程的时域解的步骤。然后,在Simulink环境下,通过C语言编写的s函数实现FD-Line模型的算法求解,实现电磁瞬变的离线仿真。这种实现允许将FD线模型与电力系统块集库的任何元素自由组装,并且可以用于构建任何网络拓扑。在Simulink中构建电力网络的主要优点是可以通过商用eMEGAsim模拟器实时执行。最后,通过仿真实例验证了FD-Line模型的准确性和实时性。
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引用次数: 3
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Revista Ingenieria E Investigacion
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