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Analysis of 4D seismic timeshifts overburden and its relationship with the geomechanical model of reservoirs in a Campos Basin field 坎波斯盆地油田四维地震时移覆盖层及其与储层地质力学模型的关系分析
C. Cardoso, F. Moraes, K. Lima
This paper seeks to interpret the 4D seismic timeshifts in the overburden of a conventional turbidite sandstone reservoir in the Campos Basin and to calculate an empirical factor of sensitivity between these 4D data and the geomechanical deformations.  Gaining information on how the production of the reservoir affects the surrounding rocks is of great interest for the management of oil fields, with impacts ranging from optimization of production to the safety of operations and workers. The study of timeshift anomalies are common in chalk fields and unconventional fields of high temperature or pressure. We used two techniques for timeshift calculations, cross-correlation and DTW, as well as structural attributes that are calculated to assist in interpretations. Then, we estimate the sensitivity factor, which allows the construction of synthetic 4D timeshifts from the deformations simulated by the geomechanical model. In most of the field regions there was agreement between simulated deformations and 4D anomalies, showing that it is possible to extract useful information for reservoir management. The estimate of the sensitivity factor indicates that the overburden studied is sensitive to deformations in the rocks, allowing that small deformations can be detected by the given 4D seismic.
本文试图解释坎波斯盆地常规浊积砂岩储层上覆层的四维地震时移,并计算四维数据与地质力学变形之间的经验敏感性因子。了解储层的生产如何影响周围岩石,对油田的管理非常有意义,从生产优化到作业和工人的安全都有影响。对时移异常的研究在白垩油气藏和高温高压非常规油气藏中很常见。我们使用了两种移时计算技术,相互关联和DTW,以及计算以帮助解释的结构属性。然后,我们估计了敏感性因子,从而可以从地质力学模型模拟的变形中构建合成的四维时移。在大多数油田区域,模拟变形和四维异常之间存在一致,这表明可以为油藏管理提取有用的信息。敏感性系数的估计表明,研究的覆盖层对岩石中的变形非常敏感,使得给定的四维地震可以检测到较小的变形。
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引用次数: 0
Using Adaptive Differential Evolution algorithm to improve parameter estimation in seismic processing 采用自适应差分进化算法改进地震处理中的参数估计
J. Ribeiro, N. Okita, T. Coimbra, G. Ignácio, M. Tygel
Since the end of the 1990s, methods of imaging and inversion have been receiving systematic attention, through multiparametric traveltimes, such as the Common-Reflection-Surface (CRS) method, in its two versions zero offset (ZO) and finite offset (FO), and the Offset Continuation Trajectory (OCT). Despite its superior quality to traditional methods, OCT and CRS face the challenges of additional computation costs, which stem from the required multiparameter estimations. The problem of estimating the slope, curvature, and velocity parameters reliably and efficiently has been drawing focus in the seismic literature. Mathematically, approaches to solve that problem rely on global optimization techniques. The main challenges are robustness (small relative sensitivity to given initial values) and convergence speed. The Differential Evolution (DE) has shown promising results. That method has a welcome property of robustness, however also the drawback of undesired convergence speed. In this paper, we propose overcoming this problem upon applying the Adaptive Differential Evolution known as JADE. Qualitative results from synthetic and real datasets show, for similar execution times, the fast convergence of JADE when compared with that of DE. Therefore, JADE presents itself as a great alternative to DE, showing even more promising results regarding estimating the parameters of OCT and CRS.
自20世纪90年代末以来,通过多参数旅行时间的成像和反演方法得到了系统的关注,例如共反射面(CRS)方法,其两个版本为零偏移(ZO)和有限偏移(FO),以及偏移连续轨迹(OCT)。尽管OCT和CRS的质量优于传统方法,但由于需要进行多参数估计,它们面临着额外计算成本的挑战。可靠有效地估计边坡、曲率和速度参数的问题一直是地震文献关注的焦点。在数学上,解决这个问题的方法依赖于全局优化技术。主要的挑战是鲁棒性(对给定初始值的相对灵敏度较小)和收敛速度。差分演化(DE)已经显示出可喜的结果。该方法具有良好的鲁棒性,但其缺点是收敛速度不理想。在本文中,我们建议应用自适应差分进化(JADE)来克服这个问题。合成数据集和真实数据集的定性结果表明,在相似的执行时间下,JADE的收敛速度比DE快。因此,JADE是DE的一个很好的替代品,在估计OCT和CRS参数方面显示出更有希望的结果。
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引用次数: 1
New 4D imaging approaches with atypical sparse seismic acquisitions for reservoir monitoring 基于非典型稀疏地震采集的储层监测新四维成像方法
D. Lecerf
Summary Reservoir monitoring studies need distinctive consideration when it comes to the removal of undesirable artefacts caused by variations in seismic data acquisition. By attempting to repeat the source and receiver geometries, and parameters, between surveys as precisely as possible, any subsequent 4D noise is minimized. However, in some cases it is uneconomic or not possible to repeat the survey geometries between vintages. This is the case when different OBN seabed layout is used or a towed streamer survey is combined with an OBS acquisition.
当涉及到去除地震数据采集变化引起的不良人工影响时,油藏监测研究需要特别考虑。通过在两次测量之间尽可能精确地重复源和接收器的几何形状和参数,任何后续的4D噪声都被最小化。然而,在某些情况下,在不同年份之间重复测量几何形状是不经济的或不可能的。当使用不同的OBN海底布局或拖曳拖缆测量与OBS采集相结合时,就会出现这种情况。
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引用次数: 2
Processing, Inversion and Imaging of Seismic Marine Data of Basin of Jequitinhonha Jequitinhonha盆地海相地震资料处理、反演与成像
W. Vieira, L. Leite, R. N. Carneiro, I. M. Silva
This work is focused on processing, and imaging of the selected L2140266 line of the Jequitinhonha Basin, Bahia, based on the NMO and CRS stacking methodologies and the Inversion of the NIP wave, where the of post-stacking Kirchhoff migration in time is in depth, and common to all techniques. Beyond in addition, the partial-CRS stack was applied to densification of CMPs. Several tests were performed to optimize parameters, operator openings, minimize the objective function and regularize the parameters of the model, and as a result the flowchart of generated better visual quality of the sections, the main results compared in the course of the work for both methodologies.
基于NMO和CRS叠加方法和NIP波反演,对巴伊亚Jequitinhonha盆地选定的L2140266线进行了处理和成像,其中叠后Kirchhoff偏移在时间上是深度的,并且是所有技术所共有的。此外,还将部分crs堆栈应用于cmp的致密化。进行了几项测试,以优化参数、操作员开口、最小化目标函数和正则化模型参数,结果流程图生成了更好的部分视觉质量,这是两种方法在工作过程中的主要结果。
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引用次数: 0
Análise espectral do sinal geofísico - exemplos de aplicação da transformada de ondeleta 地球物理信号的光谱分析。小波变换的应用实例
Júlia Amorim, L. Prado, Elder Yokoyama
The study of natural signals demands robust techniquest to allow comprehension of active physical mechanisms. However, many of these signals show non-stationary characteristics, whose average rate varies over time, preventing the applications of classic spectral methods, such as the periodogram. The wavelet transform is a robust tool for non-stationary time series analysis and its use has spread in this field due to its ease of application through subroutines in several softwares. In this work, we present wavelet transform applied to two series of natural signals: number of sunspots and precipitation in Brasilia, Central Brazil. The goal was to identify cycles in both series and relate them to phenomena described in the literature, through the wavelet transform. Results showed a spectral peak at 11 years in Sunspot Series, related to Schwabe's cycle. For the Precipitation Series, a primary spectral peak of 21 years was identified, probably related to the temperature variance in the Pacific Ocean, and secondary cyclicity in 10-16 months. These results confirm the wavelet transform as a robust and satisfactory tool in the spectral study of non-stationary series.
自然信号的研究需要强大的技术来理解主动的物理机制。然而,许多这些信号显示出非平稳特征,其平均速率随时间变化,阻碍了经典频谱方法的应用,如周期图。小波变换是一种鲁棒的非平稳时间序列分析工具,由于它易于在一些软件中通过子程序应用,因此在该领域的应用已经广泛。在这项工作中,我们提出了小波变换应用于两个系列的自然信号:太阳黑子的数量和降水在巴西中部巴西利亚。目的是通过小波变换识别两个序列中的循环,并将它们与文献中描述的现象联系起来。结果表明,太阳黑子序列的光谱峰值出现在11年,与Schwabe周期有关。降水序列的主要谱峰周期为21 a,可能与太平洋温度变化有关,次要周期为10 ~ 16个月。这些结果证实了小波变换在非平稳序列的谱研究中是一种鲁棒和令人满意的工具。
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引用次数: 0
2D seismic acquisition using different source weights integrated in the stack 利用不同震源权值集成在叠加中的二维地震采集
D. Michelon, R. Ribeiro, João L. Caldeira, Carlos Siedschlag, F. Miranda, Heron A. Schots
Seismic imaging improvement have driven most of the efforts in the search of solutions as well as research and technology development. Paleozoic basins are in evidence in Brazil due to the great territorial area and lack of available information. These basins have a great potential for oil and gas accumulations. The existing discoveries have been mainly developed for power generation in the last years. Development of new technologies or techniques in the oil and gas sector usually requires high investment therefore cost reduction can be considered as a major improvement along enhance in seismic imaging quality. In this work we will discuss the results of a 2D seismic acquisition test using multi-weight source and the quality of the data with the different source sizes. The improvement associated to the stack of all the sources sizes together is also a significant result of this test.
地震成像的改进推动了解决方案的寻找以及研究和技术的发展。古生代盆地在巴西是很明显的,因为巴西的国土面积很大,而且缺乏可用的资料。这些盆地具有巨大的油气成藏潜力。现有的发现在过去几年中主要用于发电。油气领域的新技术或新工艺的开发通常需要高投资,因此降低成本可以被认为是地震成像质量提高的主要改进。在这项工作中,我们将讨论使用多权重源的二维地震采集测试结果以及不同震源大小的数据质量。与所有源大小的堆栈相关的改进也是该测试的重要结果。
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引用次数: 0
A residual dictionary learning method for footprint removal from seismic data 残差字典学习方法在地震数据足迹去除中的应用
Julián L. Gómez, D. Velis
We introduce a novel dictionary learning strategy for removal of footprint patterns and random noise in seismic data. To this end, we construct an augmented dictionary based solely on the atoms learned from the coherenceconstrained dictionary learning (CDL), a method that is very effective on attenuating random noise. It turns out that when seismic data is contaminated with acquisition and/or processing footprint, the atoms of the learned dictionary are contaminated by coherent noise patterns. Hence, it is necessary to carry out a morphological and/or texture attribute classification of the atoms for effective footprint removal. Instead, the method that we propose relies on an augmented dictionary that is constructed using a simple data-driven empirical mode decomposition (EMD) algorithm, which leads to a dictionary that contains signal atoms and a residual dictionary that contains footprint atoms. This avoids the use of complex statistical classifications strategies to segregate the atoms of the learned dictionary. As in CDL, the proposed method does not require the user to know or adjust the noise level or the sparsity of the solution for each data set. Further, it only requires one pass of CDL dictionary learning and is shown to produce successful transfer learning results in field data. This leads to a speed-up of the denoising processing, since random and coherent noise can be removed without calculating the augmented dictionary for each time slice of the 3D data volume. Results on field data demonstrate effective footprint removal with accurate edge preservation on time slices of 3D seismic poststack data.
提出了一种新的字典学习策略,用于去除地震数据中的足迹模式和随机噪声。为此,我们构建了一个仅基于从相干约束字典学习(CDL)中学习到的原子的增强字典,这是一种非常有效的衰减随机噪声的方法。事实证明,当地震数据受到采集和/或处理足迹的污染时,学习字典的原子就会受到相干噪声模式的污染。因此,有必要对原子进行形态学和/或纹理属性分类,以有效地去除足迹。相反,我们提出的方法依赖于使用简单的数据驱动经验模式分解(EMD)算法构建的增强字典,该算法导致包含信号原子的字典和包含足迹原子的残余字典。这避免了使用复杂的统计分类策略来分离学习字典的原子。与CDL一样,所提出的方法不需要用户知道或调整每个数据集的噪声水平或解的稀疏性。此外,它只需要一次CDL字典学习,并且在现场数据中显示出成功的迁移学习结果。这导致去噪处理的速度加快,因为可以去除随机和相干噪声,而无需计算3D数据体的每个时间片的增强字典。现场数据结果表明,三维地震叠后时间片的足迹去除效果良好,边缘保持准确。
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引用次数: 0
INTEGRAÇÃO DOS MÉTODOS DE SÍSMICA DE REFRAÇÃO DE ONDA S E ANÁLISE MULTICANAL DE ONDAS SUPERFICIAIS (MASW) EM BARRAGEM DE TERRA 将地震折射S波方法与多通道面波分析(MASW)相结合
Leonides Guireli Netto, O. Gandolfo, W. M. Filho, J. C. Dourado
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引用次数: 2
APPLICATION OF GEOPHYSICAL WELL LOGGING DATA TO ASSESS THE PHYSICALMECHANICAL PROPERTIES OF ROCKS 地球物理测井资料在评价岩石物理力学性质中的应用
A. Baibatsha, Sandugash Satibekova, Zakira Baibatchayeva
{"title":"APPLICATION OF GEOPHYSICAL WELL LOGGING DATA TO ASSESS THE PHYSICALMECHANICAL PROPERTIES OF ROCKS","authors":"A. Baibatsha, Sandugash Satibekova, Zakira Baibatchayeva","doi":"10.22564/16cisbgf2019.058","DOIUrl":"https://doi.org/10.22564/16cisbgf2019.058","url":null,"abstract":"","PeriodicalId":332941,"journal":{"name":"Proceedings of the 16th International Congress of the Brazilian Geophysical Society&Expogef","volume":"16 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123263773","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Geoelectrical Remote System for Monitoring Shallow Subsurface CO2 Migration 浅层地下CO2迁移监测的地电远程系统
A. Oliva, C. L. Melo, Lia Weigert Bressan, F. S. Goudinho, M. J. Constant, W. Nakaema, F. D. Rosário, A. P. S. Musse
The implementation of the first CO2 MMV field lab in Brazil, located in Florianópolis, Santa Catarina state, offered an excellent opportunity for running controlled release experiments in a real open air environment. After three CO2-controlled release experiments run from 2011 up to 2015, PETROBRAS, the national oil company that is sponsoring the project, has launched a new challenge. The company stimulated the implementation of a new Brazilian experimental site located in a geologically more complex conditions and more challenging from a technological point of view. The choice of an area inside PUCRS campus, in Viamão Rio Grande do Sul state, was motivated by a predominantly clay subsoil and the privileged location of the site in terms of logistics and security, as the project houses high-tech equipments with significant cost. The purpose of this work is to present the results obtained by the geoelectrical remote time lapse using 3D electrical imaging technique to the monitoring of CO2 migration in both saturated and unsaturated clay-rich sediments in Viamão site, which is lithologically different from the Florianópolis field lab, composed of sandrich sediments. The CO2-controlled release occurred in 2016, covering an subsurface area of approximately 2.925 m. The CO2 was continuously injected through an injection well, at 3 m deep, in a period of 31 days (24 hours/day), at a rate ranging from 5 to 20 kg / day, totalizing 346 kg of injected CO2. While the CO2 was been injected, 3D electrical images using dipole-dipole array, were acquired in a daily base, totalizing 46 consecutive days (including periods before and after injection have been suspended). 3D (tridimensional) and 4D (time-lapsed) electrical imaging produced images up to 17 m below the surface. Remote monitoring has been used for the continuous characterization of the soil/sediment geoelectric responses, significantly increasing the accuracy with respect to the external effects that interfere in the geoelectric responses, such as excessive precipitation and changes in the injection rate. Comparison of post-injection electrical imaging results with pre-injection images
位于巴西圣卡塔琳娜州Florianópolis的首个CO2 MMV现场实验室的实施,为在真实的露天环境中进行控制释放实验提供了绝佳的机会。在2011年至2015年进行了三次二氧化碳控制释放实验之后,赞助该项目的巴西国家石油公司(PETROBRAS)发起了一项新的挑战。该公司在巴西建立了一个新的试验场,该试验场的地质条件更为复杂,从技术角度来看更具挑战性。选择位于南viam o Rio Grande do Sul州的PUCRS校园内的区域,主要是由于粘土底土和场地在物流和安全方面的优越位置,因为该项目容纳了成本高昂的高科技设备。本文的目的是利用三维电成像技术,利用地电远程时移技术监测viam站点中饱和和非饱和富粘土沉积物中的CO2迁移,该站点的岩性与Florianópolis野外实验室不同,由富砂沉积物组成。二氧化碳控制的释放发生在2016年,覆盖了大约2925米的地下面积。在31天(24小时/天)的时间里,通过一口3米深的注水井连续注入二氧化碳,注入速率从5到20千克/天不等,总共注入了346千克二氧化碳。在注入二氧化碳的同时,利用偶极子-偶极子阵列每天获取连续46天的三维电图像(包括暂停注入前后的时间)。3D(三维)和4D(延时)电成像产生了地表以下17米的图像。远程监测已被用于土壤/沉积物地电响应的连续表征,大大提高了干扰地电响应的外部影响的准确性,例如过度降水和注入速率的变化。注射后与注射前的电成像结果比较
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引用次数: 1
期刊
Proceedings of the 16th International Congress of the Brazilian Geophysical Society&Expogef
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