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Neural Model for the Prediction of Volume Losses in the Aging Process of Rums 朗姆酒老化过程中体积损失预测的神经网络模型
IF 1 Q3 Engineering Pub Date : 2020-02-22 DOI: 10.19053/01211129.v29.n54.2020.10514
Beatriz García-Castellanos, Osney Pérez-Ones, Lourdes Zumalacárregui-de-Cárdenas, I. Blanco-Carvajal, Luis Eduardo López-de-la-Maza
The rum aging process shows volume losses, called wastage. The numerical operation variables: product, boardwalk, horizontal and vertical positions, date, volume, alcoholic degree, temperature, humidity and aging time, recorded in databases, contain valuable information to study the process. MATLAB 2017 software was used to estimate volume losses. In the modeling of the rum aging process, the multilayer perceptron neuronal network with one and two hidden layers was used, varying the number of neurons in these between 4 and 10. The Levenberg-Marquadt (LM) and Bayesian training algorithms were compared (Bay) The increase in 6 consecutive iterations of the validation error and 1,000 as the maximum number of training cycles were the criteria used to stop the training. The input variables to the network were: numerical month, volume, temperature, humidity, initial alcoholic degree and aging time, while the output variable was wastage. 546 pairs of input/output data were processed. The statistical Friedman and Wilcoxon tests were performed to select the best neural architecture according to the mean square error (MSE) criteria. The selected topology has a 6-4-4-1 structure, with an MSE of 2.1∙10-3 and a correlation factor (R) with experimental data of 0.9898. The neural network obtained was used to simulate thirteen initial aging conditions that were not used for training and validation, detecting a coefficient of determination (R2) of 0.9961.
朗姆酒的陈酿过程显示出体积损失,称为损耗。数值操作变量:产品,木板路,水平和垂直位置,日期,体积,酒精度,温度,湿度和老化时间,记录在数据库中,包含有价值的信息来研究过程。使用MATLAB 2017软件估算体积损失。在朗姆酒老化过程的建模中,使用了包含一层和两层隐藏层的多层感知器神经元网络,其中的神经元数量在4到10之间变化。将Levenberg-Marquadt (LM)和Bayesian训练算法进行比较(Bay),以连续6次迭代验证误差的增加和最大训练周期数为1000为停止训练的标准。网络的输入变量为数字月份、体积、温度、湿度、初始酒精度和陈化时间,输出变量为损耗。共处理546对输入/输出数据。采用统计Friedman和Wilcoxon检验,根据均方误差(MSE)标准选择最佳神经网络结构。所选择的拓扑结构为6-4-4-1,MSE为2.1∙10-3,与实验数据的相关系数(R)为0.9898。将得到的神经网络用于模拟13种未用于训练和验证的初始老化条件,检测到决定系数(R2)为0.9961。
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引用次数: 0
The solid waste in Colombia analyzed via gross domestic product: towards a sustainable economy 通过国内生产总值分析哥伦比亚的固体废物:走向可持续经济
IF 1 Q3 Engineering Pub Date : 2020-02-21 DOI: 10.17533/udea.redin.20191046
Henry Colorado-Lopera, Gloria Inés Echeverri-Lopera
The main goal in this research is to study the Colombia’s solid waste in relation to the general trends of the gross domestic product of the country, a more general overview of the situation with respect to other neighbor countries and some leading economies. The method followed was the analysis and processing of the official and unofficial data of the country, for constructing useful information such as the gross domestic product (GDP), discussed in relation to the generated waste. Since waste related issues demand and requires multi-disciplinary solutions, legal and cultural aspects are also considered in the discussion. The main contribution of this research is new, analized and consolidated data regarding the current economic model in Colombia towards the implementation of a sustainable economy, presented with respect to Latin American and to some leading world economies as well. The investigation has been focused on the sectors that are less-known with respect to the solid waste generation, particularly to the GDP of the construction and demolition waste, and mining wastes, which are of great interest in Colombia for its type of industry.
这项研究的主要目标是研究哥伦比亚的固体废物与该国国内生产总值的总体趋势的关系,对其他邻国和一些主要经济体的情况进行更全面的概述。接下来的方法是分析和处理该国的官方和非官方数据,以构建有用的信息,例如国内生产总值(GDP),讨论与产生的废物有关的信息。由于与废物有关的问题需要和需要多学科的解决方案,因此在讨论中也考虑了法律和文化方面的问题。这项研究的主要贡献是关于哥伦比亚目前经济模式的新的、分析的和综合的数据,以实现可持续的经济,并提出了关于拉丁美洲和一些世界主要经济体的数据。调查的重点是在固体废物产生方面不太为人所知的部门,特别是在建筑和拆除废物和采矿废物的国内生产总值方面,这些部门对哥伦比亚的工业类型非常感兴趣。
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引用次数: 18
Attraction and repulsion forces in melt-textured and sintered YBCO-superconductors: a comparative study 熔体织构和烧结ybco超导体的吸引力和排斥力:比较研究
IF 1 Q3 Engineering Pub Date : 2020-02-21 DOI: 10.17533/udea.redin.20191044
Diego Andrés Arias-Arana, Juan Diego Rojas-Zambrano, A. Mariño-Camargo
In this paper, we measure the attraction (suspension) and repulsion (levitation) forces produced by the interaction between a permanent magnet and different bulk superconductors. The measurements of the interaction force HTS-PM were carried out with a relatively simple technique developed by us, which is reproducible, reliable and low cost. The obtained results were analyzed with the Bean’s critical-state model assuming a uniform magnetic field applied to the superconductor. Two superconducting samples of YBa 2 Cu 3 O 7-δ (YBCO) prepared by solid-state reaction method and by the melt-textured growth method (MTG) were used. Both samples presented a different hysteresis behaviour in the field cooling (FC) and zero field cooling (ZFC) regimes. Levitation and suspension phenomena were observed in the MTG sample; however, the sintered sample (S) with Oxygen deficiencies (δ > 0.15) displayed a slight levitation force but did not show a suspension force, the latter one attributed to a more efficient magnetic flux pinning. Additionally, the critical current density of both samples was determined from the maximum gap of the force (ΔF) in the FC regime. The obtained values were between 43.00 A/cm 2 and 2,758 A/cm 2 for the sintered and MTG samples, respectively. These values show a remarkable difference between sintered and MTG samples like that observed from magnetization measurements, which indicate that attraction and repulsion force measurements could provide a rapid and reliable characterization method of polycrystalline superconducting samples.
在本文中,我们测量了由永磁体和不同体超导体之间的相互作用产生的吸引力(悬浮)和排斥力(悬浮)。HTS-PM相互作用力的测量采用了我们开发的一种相对简单的方法,该方法重复性好、可靠、成本低。用假定施加在超导体上均匀磁场的Bean临界状态模型对所得结果进行了分析。采用固相反应法和熔融织构生长法制备了YBa 2 Cu 3 O 7-δ (YBCO)超导样品。两种样品在场冷却(FC)和零场冷却(ZFC)制度下表现出不同的滞后行为。在MTG样品中观察到悬浮现象;而缺氧(δ > 0.15)的烧结试样(S)表现出轻微的悬浮力,但没有表现出悬浮力,后者归因于更有效的磁通量钉钉。此外,两种样品的临界电流密度由FC状态下的最大力间隙(ΔF)确定。烧结样品和MTG样品的测定值分别在43.00 A/ cm2 ~ 2758 A/ cm2之间。这些数值显示了烧结样品和MTG样品之间的显著差异,如磁化测量结果,这表明引力和斥力的测量可以为多晶超导样品提供一种快速可靠的表征方法。
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引用次数: 0
Redesign of a water quantity, quality, and sediment-monitoring network in a tropical region 热带地区水量、水质和沉积物监测网络的重新设计
IF 1 Q3 Engineering Pub Date : 2020-02-21 DOI: 10.17533/udea.redin.20191150
J. J. Velez-Upegui, Adela Londoño-Carvajal, Maria Valentina Solorzano-Gómez, Jaime Ignacio Vélez-Upegui, V. Botero-Fernández
The CORNARE region, located in Antioquia (Colombia), required a redesign of its water quantity, quality, and sediment-monitoring network, in order to collect convincing data to help decision-makers to respond to different technical and environmental issues. This paper proposes a methodology which is based on secondary information and which employs Geographical Information System –GIS- tools and knowledge of the region, given that historical data are unavailable in most of the region. Although the main methodology, which applied physical, anthropic, and economic factors was the same for all networks, specific strategies were used for water quantity, quality, and sediment networks in the region. These used expert criteria and weight distance methods. The results were satisfactory. Macro-location was implemented for the sites monitored in the CORNARE region, and this indicated that the proposed methodology was adequate for tropical Andean watersheds, where historical data were insufficient and did not permit the use of more complex techniques. This methodology integrates water quantity, water quality and sediment in an integrated hydrological monitoring network.
位于哥伦比亚安蒂奥基亚的CORNARE地区需要重新设计其水量、水质和沉积物监测网络,以便收集令人信服的数据,帮助决策者应对不同的技术和环境问题。鉴于该地区大部分地区无法获得历史数据,本文提出了一种基于二手信息的方法,该方法利用地理信息系统(gis)工具和该地区的知识。虽然应用物理、人为和经济因素的主要方法对所有网络都是相同的,但对该地区的水量、质量和沉积物网络采用了具体的策略。这些方法使用了专家标准和权距法。结果令人满意。对CORNARE区域监测的场址进行了宏观定位,这表明拟议的方法适用于安第斯热带流域,那里的历史数据不足,不允许使用更复杂的技术。该方法将水量、水质和沉积物整合到一个综合水文监测网络中。
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引用次数: 0
Effect of the viscous damping on the seismic response of Low-rise RC frame building 粘性阻尼对低层钢筋混凝土框架结构地震反应的影响
IF 1 Q3 Engineering Pub Date : 2020-02-21 DOI: 10.17533/udea.redin.20191045
F. Baba-Hamed, L. Davenne
The equivalent viscous damping is a key parameter in the prediction of the maximum nonlinear response. Damping constitutes a major source of uncertainty in dynamic analysis. This paper studies the effect of using viscous damping, on the reduction of the seismic responses of reinforced concrete RC frame buildings modeled as three-dimensional multi degree of freedom (MDOF) systems, and the use of nonlinear time history analysis as a method of visualized behavior of buildings in the elastic and inelastic range. This study focuses on the implications of the available modeling options on analysis. This article illustrates the effect of using the initial or tangent stiffness in Rayleigh damping in analysis of structures.  Correspondingly, this work is also concerned with the estimation of Rayleigh, mass-proportional or stiffness-proportional damping on engineering demand parameters (EDPs). As a result of a series of considerations, a damping modeling solution for nonlinear time history analysis (NLTHA) was carried out to compute the damage index. The application example is a building designed according to reinforced concrete code BAEL 91 and Algerian seismic code RPA 99/Version 2003 under seven earthquake excitations. The simulations demonstrated the accuracy and effectiveness of the proposed method to account for all of the above effects.
等效粘性阻尼是预测最大非线性响应的关键参数。阻尼是动力分析中不确定性的主要来源。本文研究了使用粘性阻尼对三维多自由度(MDOF)体系钢筋混凝土框架建筑地震反应的影响,以及使用非线性时程分析作为建筑物在弹性和非弹性范围内的可视化行为的方法。本研究的重点是分析中可用的建模选项的含义。本文阐述了在结构分析中使用瑞利阻尼的初始刚度或切线刚度的影响。相应地,本工作还涉及Rayleigh、质量比例或刚度比例阻尼对工程需求参数(EDPs)的估计。基于一系列的考虑,提出了非线性时程分析(NLTHA)的阻尼建模方案来计算损伤指数。应用实例根据钢筋混凝土规范BAEL 91和阿尔及利亚抗震规范RPA 99/Version 2003在7次地震作用下设计的建筑。仿真结果验证了该方法的准确性和有效性。
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引用次数: 3
Cr(VI) biosorption: Effect of temperature, particle size and bed height Cr(VI)的生物吸附:温度、粒度和床层高度的影响
IF 1 Q3 Engineering Pub Date : 2020-02-21 DOI: 10.17533/udea.redin.20191149
C. Tejada-Tovar, Á. Villabona-Ortíz, R. Ortega Toro
The present work aimed to evaluate the effect of temperature, particle size and bed height of the chromium (VI) adsorption process using plantain peels in a continuous system. The experiment was carried out on a packed bed column, adjusting the feed temperature of the solution with a REX-C100 controller coupled to a type K thermocouple. The initial concentration of Cr (VI) was set at 100 ppm, the pH at 2 and the feed rate of 0.75 mL/s. The analyses were performed by UV-Vis spectroscopy using the colourimetric method of 1.5-diphenylcarbazide. The material was characterized by infrared spectrometry by Fourier Transforms (FTIR), from this analysis, it was determined that the OH and NH2 functional groups are the main responsible for the formation of complexes with the cations in solution. Also, it was established that only the particle size is statistically significant. According to the response surface analysis, the optimum conditions of the process were 353.15 K, a particle size of 0.819 mm and a bed height of 67.768 mm. From the thermodynamic study of the process, it is established that it is endothermic and the chemical adsorption prevails in it. The results obtained in the process modelling suggest that Dose-Response can be used reliably to scale the process.
研究了温度、粒径和床层高度对大车前草皮连续吸附六价铬的影响。实验在填充床柱上进行,通过连接K型热电偶的REX-C100控制器调节溶液的进料温度。Cr (VI)的初始浓度为100 ppm, pH为2,进料速率为0.75 mL/s。采用1.5-二苯脲比色法进行紫外可见光谱分析。利用傅里叶变换(FTIR)对材料进行了红外光谱表征,从分析中确定OH和NH2官能团是与溶液中阳离子形成配合物的主要原因。此外,还确定了只有粒径具有统计学意义。根据响应面分析,最佳工艺条件为353.15 K、粒径0.819 mm、床高67.768 mm。热力学研究表明,该过程为吸热过程,主要以化学吸附为主。在过程建模中获得的结果表明,剂量-反应可以可靠地用于扩展过程。
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引用次数: 5
Hotspots, daily cycles and average daily dose of PM2.5 in a cycling route in Medellin 麦德林一条自行车路线的热点、每日循环和PM2.5的平均日剂量
IF 1 Q3 Engineering Pub Date : 2020-02-21 DOI: 10.17533/udea.redin.20191153
Alejandro Builes-Jaramillo, Julián Gómez-Bedoya, Stephanía Lopera-Uribe, Valeria Fajardo-Castaño
Bicycle sharing systems are an alternative to promote sustainable transportation and active living. Bicycle users are exposed to traffic and to pollutants in their trips; therefore, the analysis of pollutant concentrations and user exposure is of utmost importance for planning the expansion of creation of these transportation systems. In order to evaluate the concentrations and exposure of cyclists to PM 2.5 , we designed a route within the bicycle sharing system of Medellin and implemented a sensor-based monitoring protocol. Measurements were carried out with a low-cost sensor validated with local information. Potential average daily dose of PM 2.5 was calculated based on the average time of exposure and the level of effort made by the user while riding. Hotspots were identified as the zones on the route with concentrations three standard deviations above the average for each route. PM 2.5 concentrations were found to be highly variable in terms of hour of the day and season of the year. When the concentrations are higher, the potential average daily dose is doubled. There are two types of hotspot according to the built environment configuration on the route, and the concentrations in these hotspots are reaching values considered as harmful for sensitive population groups. The present results are key for the discussion leading to the implementation of measures that will improve the welfare of cyclists in Medellin, that may span from infrastructure intervention to early warning systems.
自行车共享系统是促进可持续交通和积极生活的另一种选择。骑自行车的人在旅途中暴露在交通和污染物中;因此,对污染物浓度和用户接触情况的分析对于规划这些运输系统的扩展和创建至关重要。为了评估骑车者对pm2.5的浓度和暴露,我们在麦德林市的自行车共享系统中设计了一条路线,并实施了基于传感器的监测方案。测量是用一种低成本的传感器进行的,该传感器经过了当地信息的验证。PM 2.5的潜在平均日剂量是根据平均暴露时间和骑车者的努力程度计算的。热点被确定为路线上的区域,其浓度高于每条路线的平均值三个标准差。pm2.5浓度在一天中的时间和一年中的季节方面变化很大。当浓度较高时,潜在的平均日剂量增加一倍。根据路线上的建成环境配置,有两类热点,这些热点的浓度正在达到对敏感人群有害的值。目前的结果是讨论实施措施的关键,这些措施将改善麦德林骑自行车者的福利,从基础设施干预到早期预警系统。
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引用次数: 3
A model for collection of Waste Electrical and Electronical Equipment in Metropolitan Area of Bucaramanga 布卡拉曼加大都市区废旧电器和电子设备收集模型
IF 1 Q3 Engineering Pub Date : 2020-02-21 DOI: 10.17533/udea.redin.20191259
Javier Arias-Osorio, Ruben Darío Ríos-Mercado, Ingrid Dayanna Tamayo-Morantes
In this paper, a model for the collection of waste electrical and electronic equipment is designed based on a problem of location and vehicle routing. Two main phases are carried out: The localization phase, in which the WEEE collection points are defined from a series of potential points, involving the novelty about the assignment of different types of devices to each of those points. And, the routing phase in which the collection routes are designed to minimize the associated costs. A case study is analyzed for the collection of WEEE in communes 6, 7 and 8 of Bucaramanga. For the localization phase, a mixed integer linear programming model is developed, which is solved with the GAMS software. The capacitated vehicle routing problem CVRP is addressed with the objective of minimizing the costs associated with the distance traveled by the vehicle for each of the assigned collection points, and a GRASP metaheuristic with local search operators is proposed as a solution technique to solve this second phase. The algorithm was programmed in MATLAB Software and validated with instances of the literature, showing good results for the defined case study.
本文针对废旧电器电子设备的定位和车辆路径问题,设计了一个废旧电器电子设备的回收模型。进行了两个主要阶段:定位阶段,其中WEEE收集点从一系列潜在点定义,涉及到将不同类型的设备分配到每个这些点的新颖性。在路由阶段,收集路由被设计为最小化相关成本。以布卡拉曼加省第6、7和8公社的报废电子电气设备收集为例进行了分析。在定位阶段,建立了混合整数线性规划模型,并利用GAMS软件进行求解。针对有能力车辆路径问题CVRP,提出了一种带有局部搜索算子的GRASP元启发式方法,作为解决第二阶段问题的解决方案。在MATLAB软件中编写了该算法,并通过文献实例进行了验证,对所定义的案例研究显示了良好的结果。
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引用次数: 2
Artificial wetland planted with Limonium Perezzi, for the treatment of wastewater from tanning 人工湿地中种植枸杞,用于处理制革废水
IF 1 Q3 Engineering Pub Date : 2020-02-10 DOI: 10.17533/udea.redin.20200263
María Fernanda Castillo-Castañeda, R. Agudelo-Valencia
The wastewater from leather tanning contains different types of pollutants depending on the internal process that is carried out, in particular, the riparian and tanning stages provide the greatest contaminant load within the process, in terms of organic matter, grease and oils, chlorides, chromium, sulfides among other substances. This study analyzed the efficiency of a biological treatment system, consisting of artificial wetlands of horizontal subsurface flow, in order to evaluate the removal of salinity and organic load present in the water produced during the process of soaking leathers. Two prototypes were tested, one planted with Limonium perezzi and the other unplanted as a control parameter, the wetlands were operated for 32 days. The results show that the planted wetland removes 49.2% of the initial chloride present (44,414.8 mgCl-/L) in the water and 86.2% of the total organic carbon (755.9 mgC/L). It was demonstrated that artificial wetlands are still a viable and efficient alternative in terms of organic load removal, on the other hand, the selected plant showed a very good performance in the treatment of wastewater because of its high tolerance to high concentrations of salt dissolved in the water, reaching perspiration of sodium chloride crystals through the leaves and stem.
制革废水中含有不同类型的污染物,这取决于所进行的内部过程,特别是河岸和制革阶段在该过程中提供了最大的污染物负荷,就有机物质、油脂、氯化物、铬、硫化物等物质而言。本研究分析了由水平潜流人工湿地组成的生物处理系统的效率,以评估浸泡皮革过程中产生的水中存在的盐度和有机负荷的去除效果。测试了两个原型,一个种植了Limonium perezzi,另一个未种植作为控制参数,湿地运行了32天。结果表明:人工湿地去除水体中49.2%的初始氯离子(44,414.8 mgCl-/L)和86.2%的总有机碳(755.9 mgC/L)。结果表明,人工湿地在去除有机负荷方面仍然是一种可行和有效的替代方案,另一方面,所选植物对水中高浓度盐的耐受性高,通过叶片和茎部达到氯化钠晶体的排汗,在废水处理中表现出非常好的性能。
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引用次数: 4
Recirculating aquaculture system with three phase fluidized bed reactor: Carbon and nitrogen removal 采用三相流化床反应器的循环水养殖系统:除碳除氮
IF 1 Q3 Engineering Pub Date : 2020-02-07 DOI: 10.17533/udea.redin.20200264
I. A. Sánchez-Ortiz, Gloria Lucía Cárdenas-Calvachi
The core objective of the study was to evaluate the organic matter and nitrogen removal efficiency in a recirculating aquaculture system for the intensive laboratory-bred rainbow trout. The treatment system consisted of an upflow reactor which operated at a hydraulic retention time (HRT) of 18 and 36 min, a pre-filtration unit with HRT of 4.9 and 9.8 min, a three-phase airlift fluidized bed reactor operated at HRT between 5 and 11 min, a granular unit for the upflow and the fluidized bed reactors effluents filtration with 5.8 and 11.6 min as HRT, and an ultraviolet (UV) unit for the final effluent disinfection. A plastic material was used as support media in the upflow reactor, and granular zeolite with an effective size of 1.30 mm in an 80 g/L constant concentration was used as a carrier for the fluidized bed reactor. Average removal efficiencies of biochemical oxygen demand (BOD) chemical oxygen demand (COD), ammonium, nitrite, nitrate, and total nitrogen were 94.4, 91.7, 52.5, 13.4, 1.3 and 6.0% respectively. In the rainbow trout rearing tanks, there was a water volume of 125 L and water exchange rates of 125 and 250 L/h, there were no registered mortalities; the calculated daily weight gains were 1.55 and 1.51 g/day and the final stocking densities were respectively 20.87 and 20.58 kg/m3. The results suggested that the system had the capability to develop a nitrification process for maintaining water quality characteristics within the recommended values for rainbow trout farming, but total nitrogen was not effectively removed due to the weak denitrification process, since there were modest values of nitrite and overall nitrogen removal.
本研究的核心目的是评价化养虹鳟鱼循环水养殖系统中有机物和氮的去除效率。该处理系统包括水力停留时间(HRT)为18和36 min的上流反应器、HRT为4.9和9.8 min的预过滤装置、HRT为5 ~ 11 min的三相气升流化床反应器、用于上流和流化床反应器出水过滤的颗粒装置(HRT为5.8和11.6 min),以及用于最终出水消毒的紫外线(UV)装置。在上流式反应器中,采用塑料材料作为支撑介质,在80 g/L恒定浓度下,采用有效粒径为1.30 mm的粒状沸石作为流化床反应器的载体。对生化需氧量(BOD)、化学需氧量(COD)、铵态氮、亚硝酸盐、硝酸盐和总氮的平均去除率分别为94.4、91.7、52.5、13.4、1.3和6.0%。虹鳟鱼养殖池的放水量为125 L,换水速率为125和250 L/h,无死亡记录;计算日增重分别为1.55和1.51 g/d,最终放养密度分别为20.87和20.58 kg/m3。结果表明,该系统具有发展硝化过程的能力,使水质特征保持在虹鳟鱼养殖的推荐值范围内,但由于亚硝酸盐和总氮的去除率适中,由于反硝化过程较弱,不能有效去除总氮。
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引用次数: 3
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