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Analysis of the covariance matrix in FWI through density of covariance maps 通过协方差图的密度分析FWI的协方差矩阵
Pub Date : 2020-06-30 DOI: 10.29047/01225383.163
A. Jim'enez, Juan Carlos Muñoz Cuartas, S. Avendaño, Leonardo Gómez Bernal
Full waveform inversion (FWI) is a tool for the inversion of seismic data. There are several sources of uncertainty in the results provided by FWI. The quantification of such uncertainties has been studied through the resolution matrix (Res), which rests on a quadratic approximation that interprets the Hessian matrix as the posterior covariance matrix. Despite efforts in the use of Res, there is no published analysis of the uncertainties contained in the full correlation matrix, (R). Our approach leads to build the full R matrix, which, at the end of the day, is the final quantity that includes all the information associated with uncertainties.We focused on uncertainties related to variation in the starting models of the FWI, and thus propose a method to study the full R matrix, which is-called the Density of Correlation Map, D. By using the D map, we found that the highest uncertainty zones in the FWI inverted model are near the sources, the model boundaries, and the interfaces. We argue that D can be a complement for the study and estimation of uncertainties in FWI.
全波形反演(FWI)是地震资料反演的一种工具。FWI提供的结果存在几个不确定性来源。这种不确定性的量化已经通过分辨率矩阵(Res)进行了研究,它依赖于将Hessian矩阵解释为后验协方差矩阵的二次近似。尽管在使用Res方面做出了努力,但没有发表对完整相关矩阵(R)中包含的不确定性的分析。我们的方法导致构建完整的R矩阵,在一天结束时,它是包含与不确定性相关的所有信息的最终数量。本文重点研究了FWI启动模型中与变化相关的不确定性,提出了一种研究全R矩阵的方法,即相关密度图D。利用D图,我们发现在FWI倒置模型中,不确定性最大的区域位于源、模型边界和界面附近。我们认为D可以作为FWI不确定性研究和估计的补充。
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引用次数: 0
Origin of a double forearc basin: The example of the Tumaco - Manglares basin, Northestern Southamerica 双前弧盆地的起源:以南美洲东北部的图马科-曼格拉雷斯盆地为例
Pub Date : 2020-06-30 DOI: 10.29047/01225383.161
Eduardo López- Ramos
The subsidence and uplift history of the forearc system of southwestern Colombia and northern Ecuador margin is complex and reveals several stages of deformation. The sequential stratigraphy of the forearc area shows the development of three megasequences (M1 to M3). The basal megasequence corresponds to the basement of the forearc, which was formed at the end of the Mesozoic and at the beginning of the Cenozoic and accreted against the Northwestern part of South America related to the accretion of the Late Cretaceous – Paleoceneoceanic plateau. This accretion occurred in a transpressional regime. The second megasequence is composed by deep water sediments, recording the transition between transpressional to compressional stages of the margin from the Late Eocene to the Middle Miocene. The third megasequence is characterized by shallow water sediments strongly constrained by the compressional stage of the margin and the uplift activity of the structural highs since the Late Miocene up to present. The structural geometry of the margin is characterized by basement thrusts that deformed the forearc crust. Westward, the forearc zone -according to the support of the overriding plate -is divided into mantle wedge and lower plate domains. The margin evolution suggests that the subducting plate geodynamical changes affect strongly the interplate coupling and mantle wedge and produce changes in the subsidence or uplift through the double forearc basin systems.
哥伦比亚西南部和厄瓜多尔北部边缘的弧前体系的沉陷和隆升历史复杂,呈现出多个变形阶段。弧前区的层序地层学显示出3个巨型层序(M1 ~ M3)的发育。基底大气层序对应于前弧基底,形成于中生代末新生代初,与晚白垩世-古新世海洋高原的增生有关,对着南美洲西北部增生。这种增生发生在挤压状态下。第2大层序由深水沉积组成,记录了晚始新世至中中新世的边缘逆挤压过渡阶段。第三大层序以浅水沉积为特征,受到晚中新世至今的边缘挤压期和构造高点隆升活动的强烈约束。边缘的构造几何特征是基底逆冲变形了弧前地壳。向西,根据上覆板块的支撑作用,将前弧区划分为地幔楔和下板块域。边缘演化表明,俯冲板块的地球动力学变化强烈影响了板块间耦合和地幔楔,并通过双弧前盆地体系产生沉降或隆升的变化。
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引用次数: 2
Helical tubular photobioreactor design using computational fluid dynamics 利用计算流体动力学设计螺旋管式光生物反应器
Pub Date : 2020-06-30 DOI: 10.29047/01225383.117
Arnold Garcia, Daniel A Antequera, J. Arango, C. A. Gómez‐Pérez, J. Espinosa
In this paper we present the design problem of helical tubular PhotoBioReactors (PBR) based on energy consumption minimization, using the radius of curvature for the cultivation of microalgae. Computational Fluid Dynamics (CFD) is used to design a configuration of the helical pipeline with minimum energy consumption. We determined how flow direction changes affect energy consumption. Additionally, it was found that the radius of curvature affects the pressure drop in the PBR’s pipe, so a cost function has been developed to solve an optimization problem seeking to obtain the optimum radius of curvature and a helical tubular PBR design with low pumping rates.
本文提出了基于能耗最小化的螺旋管式光生物反应器(PBR)的设计问题,利用曲率半径培养微藻。利用计算流体力学(CFD)方法设计了一种能量消耗最小的螺旋管道构型。我们确定了气流方向的变化如何影响能量消耗。此外,还发现曲率半径会影响PBR管内的压降,因此建立了一个代价函数来解决寻求曲率半径和低泵速螺旋管式PBR设计的优化问题。
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引用次数: 1
An additional layer of protection through superalarms with diagnosis capability 通过具有诊断能力的超级警报提供额外的保护层
Pub Date : 2020-03-17 DOI: 10.29047/01225383.168
J. Vásquez-Capacho, Gustavo Pérez-Zúñiga, Y. Muñoz, A. Ospino
An alarm management methodology can be proposed as a discrete event sequence recognition problem where time patterns are used to identify the process safe condition, especially in the start-up and shutdown stages. Industrial plants, particularly in the petrochemical, energy, and chemical sectors, require a combined approach of all the events that can result in a catastrophic accident. This document introduces a new layer of protection (super-alarm) for industrial processes based on a diagnostic stage. Alarms and actions of the standard operating procedure are considered discrete events involved in sequences, where the diagnostic stage corresponds to the recognition of a special situation when these sequences occur. This is meant to provide operators with pertinent information regarding the normal or abnormal situations induced by the flow of alarms. Chronicles Based Alarm Management (CBAM) is the methodology used to build the chronicles that will permit to generate the super-alarms furthermore, a case study of the petrochemical sector using CBAM is presented to build the chronicles of the normal startup, abnormal start-up, and normal shutdown scenarios. Finally, the scenario validation is performed for an abnormal start-up, showing how a super-alarm is generated.
报警管理方法可以作为离散事件序列识别问题提出,其中时间模式用于识别过程安全状态,特别是在启动和关闭阶段。工业工厂,特别是在石油化工、能源和化学部门,需要综合处理所有可能导致灾难性事故的事件。本文介绍了一种基于诊断阶段的工业过程新保护层(超级警报)。标准操作程序的警报和动作被认为是序列中涉及的离散事件,其中诊断阶段对应于这些序列发生时对特殊情况的识别。这是为了向操作员提供有关由告警流引起的正常或异常情况的相关信息。基于编年史的报警管理(CBAM)是一种用于生成超级警报的编年史的方法。此外,本文还以石化行业为例,介绍了使用CBAM来构建正常启动、异常启动和正常关闭场景的编年史。最后,对异常启动执行场景验证,显示如何生成超级警报。
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引用次数: 1
Optimal shape parameter for meshless solution of the 2D Helmholtz equation 二维亥姆霍兹方程无网格解的最优形状参数
Pub Date : 2019-11-11 DOI: 10.29047/01225383.178
Mauricio Alejandro Londoño-Arboleda, Hebert Montegranario-Riascos
The solution of the Helmholtz equation is a fundamental step in frequency domain seismic imaging. This paper deals with a numerical study of solutions for 2D Helmholtz equation using a Gaussian radial basis function-generated finite difference scheme (RBFFD). We analyze the behavior of the local truncation error in approximating partial derivatives of the 2D Helmholtz equation solutions when the shape parameter of RBF varies. For discretization, we performed, by means of a classical numerical dispersion analysis with plane waves, a minimization of the error function to obtain local and adaptive near optimal shape parameters according to the local wavelength of the required solution. In particular, the method is applied to obtain a simple and accurate solver by using stencils which seven nodes on hexagonal regular grids, wich mitigate pollution-effects. We validated numerically that the stability and isotropy are enhanced with respect to Cartesian grids. Our method is tested with standard case studies and velocity models, showing similar or better accuracy than finite difference and finite element methods. This is an efficient way for interacting with inverse and imaging problems such as Full Wave Inversion.
亥姆霍兹方程的求解是频域地震成像的基本步骤。本文用高斯径向基函数生成有限差分格式(RBFFD)对二维亥姆霍兹方程的解进行了数值研究。分析了当RBF形状参数变化时,二维亥姆霍兹方程解的偏导数逼近时局部截断误差的变化规律。对于离散化,我们采用经典的平面波数值色散分析方法,对误差函数进行最小化,以根据所需解的局部波长获得局部和自适应的近最优形状参数。特别地,该方法通过在六边形规则网格上使用七个节点的模板来获得简单准确的求解,从而减轻了污染影响。数值验证了相对于直角网格,网格的稳定性和各向同性得到了增强。我们的方法用标准案例研究和速度模型进行了测试,显示出与有限差分和有限元方法相似或更好的准确性。这是解决全波反演等反演和成像问题的有效方法。
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引用次数: 3
Submarine canyon-fill reconstruction from integrated seismic-stratigraphic analysis – application to Banquereau formation, Scotian basin – offshore Canada. 地震-地层综合分析的海底峡谷充填重建——在加拿大近海斯科舍盆地Banquereau组的应用。
Pub Date : 2019-11-11 DOI: 10.29047/01225383.119
Patricia Chajin-Ortiz, E. Illidge, S. Khurama
Building geological models (integrating stratigraphic, structural and paleo-environmental 3D models) that allow the interpretation of sand bodies deposited by turbidity currents along submarine canyons or channels, is one of the most useful tools used by geoscientists for the definition of new drilling opportunities in both exploration and development phases. In this context, the integration of methodologies such as sequence stratigraphyand seismic attributes, together with well-log and core information, outline the basis for the interpretation of sand-body lithostratigraphy and chronostratigraphy. Similarly, these models allow the interpreter to reconstruct the depositional environment and deformation history of a sedimentary basin [1]. Based on a series of chronostratigraphic stages, this paper proposes a 3D model for the sedimentation history of the Banquereau Formation.This model is based on the integration of seismic stratigraphy, seismic attribute interpretation and well-log analysis. Also, a set of system tracts and corresponding transgression and regression phases were identified for the sedimentary interval of interest. The available dataset provided the information to identify the geometry and changes in the sedimentation patterns of the stratigraphic sequences from the Tertiary to the present, thus defining a 3D model of the sedimentological and structural architecture of this interval. Last but not least, theresulting 3D stratigraphic model made possible the identification and description of an amalgamated channel complex filling a submarine canyon associated with a fluvio-deltaic setting. This sort of analysis might be used as an analog for similar reservoirs, providing key insights and vital information for decision making.
建立地质模型(整合地层、构造和古环境3D模型),可以解释由海底峡谷或水道的浊流沉积的砂体,这是地球科学家在勘探和开发阶段定义新钻井机会的最有用的工具之一。在这种背景下,层序地层学和地震属性等方法的整合,以及测井和岩心信息,为砂体岩石地层学和年代地层学的解释奠定了基础。同样,这些模型允许解释人员重建沉积盆地的沉积环境和变形历史[1]。在一系列年代地层阶段的基础上,提出了Banquereau组沉积史的三维模型。该模型是在地震地层学、地震属性解释和测井分析相结合的基础上建立的。同时,确定了一套体系域和相应的海侵、退相。现有的数据集提供了识别第三纪至今地层层序的几何形状和沉积模式变化的信息,从而定义了该层序的沉积学和构造结构的三维模型。最后但并非最不重要的是,由此产生的三维地层模型使得识别和描述与河流三角洲环境相关的海底峡谷填充的混合水道复合体成为可能。这种分析可以作为类似油藏的模拟,为决策提供关键的见解和重要的信息。
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引用次数: 0
Thermohydraulic modeling in transient state for evaluation of pipeline shutdown and restart procedures 用于评估管道关闭和重新启动过程的瞬态热水力建模
Pub Date : 2019-11-11 DOI: 10.29047/01225383.179
C. Nieto-Londoño, Carlos Andrés Bustamante-Chaverra, Jhon Anderson Buendía-García, L. Novoa, Joao Alexander García-Lázaro, Geoffrey Viviescas-Ibarra
In order to study shutdown and re-start in heavy crude oil pipelines, a model was developed. It simulates, in a transient state, the behavior of pressure, flow and temperature variables, averaged over the cross-sectional area and as a function of time and the axial coordinate. The model was validated with actual operational data from a test case. Results obtained for different operating points, stopping time, crude properties, topographies and lengths are presented. Additionally, the governing equations are converted to dimensionless expressions in order to obtain the dimensionless numbers relevant to the re-start operation for crude oil pipelines.
为了研究重质原油管道的停运和再启动过程,建立了一个模型。它模拟了在瞬态状态下,压力、流量和温度变量的行为,在截面积上平均,并作为时间和轴向坐标的函数。该模型使用来自测试用例的实际操作数据进行了验证。给出了不同工作点、停止时间、原油性质、地形和长度的结果。另外,将控制方程转化为无因次表达式,得到原油管道再启动的无因次数。
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引用次数: 0
Performance analysis of a commercial fixed bed downdraft gasifier using palm kernel shells 商用棕榈仁壳固定床下吸式气化炉的性能分析
Pub Date : 2019-11-11 DOI: 10.29047/01225383.181
Arnaldo Verdeza-Villalobos, Y. A. Lenis-Rodas, Antonio Bula-Silvera, J. M. Mendoza-Fandiño, R. Gómez-Vásquez
This work analyzes the use of palm kernel shells (PKS) produced by the Colombian palm oil mill industry, for purposes of fueling a commercial downdraft fixed bed gasifier (Ankur Scientific WGB- 20) designed to operate with wood chips. Operational parameters such as hopper shaking time, ash removal time, and airflow were varied in order to get the highest gasifier performance, computed as the ratio between producer gas chemical energy over biomass feeding energy. Experiments were carried out following a half fraction experimental design 24-1. Since these parameters affect the equivalence ratio (ER), behavior indicators were analyzed as a function of ER. It was found that the shaking time and airflow had a significant effect on higher-heating-value (HHV) and process efficiency, while the removal time is not significant. The highest performance for palm shell was reached at ER=0.35, where the resulting gas HHV and process efficiencies were 5.04 MJ/Nm3 and 58%, respectively.
这项工作分析了哥伦比亚棕榈油工厂生产的棕榈核壳(PKS)的使用,目的是为商业下吸固定床气化炉(Ankur Scientific WGB- 20)提供燃料,该气化炉设计用于使用木屑。为了获得最高的气化炉性能,改变了料斗震动时间、除灰时间和气流等操作参数,计算方法为产气化学能量与生物质进料能量之比。实验采用半分式实验设计24-1。由于这些参数影响等效比(ER),因此将行为指标作为ER的函数进行分析。研究发现,振动时间和气流对高热值(HHV)和工艺效率有显著影响,而去除时间不显著。棕榈壳在ER=0.35时达到最高性能,所得气体HHV和工艺效率分别为5.04 MJ/Nm3和58%。
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引用次数: 5
Kinetic model for FAME production using inmobilized Lipase in a solvent- free system 固定化脂肪酶在无溶剂体系中生产FAME的动力学模型
Pub Date : 2019-11-11 DOI: 10.29047/01225383.129
John Henry Castro Posada, A. A. R. Colorado
A kinetic model was developed to describe FAME production from refined, bleached and deodorized palm oil (RBDPO) in a solvent-free system, using Thermomyces lanuginosus lipase, in free and immobilized form. The limitations of substrate mass transfer, enzymatic inhibition and discontinuous feeding of alcohol were considered. The kinetic model for the enzyme in free and immobilized form was validated experimentally, under the same process conditions (34°C, 0.145mg protein/g oil, 4.1:1 Methanol: Oil molar ratio). The kinetic model predicted a FAME content of 73.47 wt % at 9 hours, with a relative error of 0.140% using the enzyme in free form, while the FAME content predicted by the kinetic model was 47.04 wt % at 9 hours with a relative error of 0.026 using the enzyme in immobilized form. The decrease in the percentage of esters using the enzyme in immobilized form was attributed to limitations by external mass transfer.
建立了一个动力学模型,描述了在无溶剂体系中,以游离和固定化的形式,利用热酵母脂肪酶,从精制、漂白和脱臭的棕榈油(RBDPO)生产FAME的过程。考虑了底物传质、酶抑制和酒精不连续进料的局限性。在相同的工艺条件下(34°C, 0.145mg蛋白质/g油,4.1:1甲醇:油摩尔比),实验验证了游离和固定化形式的酶动力学模型。动力学模型预测9 h时的FAME含量为73.47 wt %,自由形态时的相对误差为0.140%;动力学模型预测9 h时的FAME含量为47.04 wt %,固定形态时的相对误差为0.026。以固定化形式使用酶的酯的百分比下降归因于外部传质的限制。
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引用次数: 2
Electrochemical monitoring of a photocatalytic desulfurization process of a model liquid fuel 模型液体燃料光催化脱硫过程的电化学监测
Pub Date : 2019-11-11 DOI: 10.29047/01225383.180
Lina Marcela López-Lozano, César Quiñones-Segura, Oscar Rodríguez-Bejarano
Thiophene is a sulfur compound found mostly in gasoline and contributor to air pollution. This paper analyzes UV light photocatalytic desulfurization of model oil using Ag/TiO2. Thiophene concentration in the oil phase was determined by the electrochemical analyzer using Differential Pulse Voltammetry (DPV). The electrochemical experimental works were performed by two methodologies. First, aliquots of the oleic mixture were taken every 30 minutes and the thiophene concentration was measured over 7 hours of degradation. The concentration of thiophene decreased by 37.94%. In the second methodology, the in situ thiophene concentration was determined by DPV, where the reaction mixture was altered by the addition of acetonitrile and a quaternary ammonium salt as solvent-supporting electrolyte system. In this medium, the thiophene concentration was reduced by 43.88% after 4 hours of photocatalytic degradation.
噻吩是一种硫化合物,主要存在于汽油中,是造成空气污染的原因之一。研究了Ag/TiO2在紫外光催化下对模型油的脱硫作用。采用电化学分析仪差分脉冲伏安法(DPV)测定油相中噻吩的浓度。电化学实验工作采用两种方法进行。首先,每30分钟取等量的油酸混合物,并在降解7小时内测量噻吩的浓度。噻吩的浓度下降了37.94%。在第二种方法中,通过加入乙腈和季铵盐作为溶剂-支撑电解质系统改变反应混合物,用DPV法测定原位噻吩浓度。在该介质中,光催化降解4小时后,噻吩的浓度降低了43.88%。
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引用次数: 0
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CT&F - Ciencia, Tecnología y Futuro
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