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Research on seismic fluid identification driven by rock physics 总被引：8，自引：0，他引：8
Seismic fluid identification works as an effective approach to characterize the fluid feature and distribution of the reservoir underground with seismic data. Rock physics which builds bridge between the elastic parameters and reservoir parameters sets the foundation of seismic fluid identification, which is also a hot topic on the study of quantitative characterization of oil/gas reservoirs. Study on seismic fluid identification driven by rock physics has proved to be rewarding in recognizing the fluid feature and distributed regularity of the oil/gas reservoirs. This paper summarizes the key scientific problems immersed in seismic fluid identification, and emphatically reviews the main progress of seismic fluid identification driven by rock physics domestic and overseas, as well as discusses the opportunities, challenges and future research direction related to seismic fluid identification. Theoretical study and practical application indicate that we should incorporate rock physics, numerical simulation, seismic data processing and seismic inversion together to enhance the precision of seismic fluid identification. 相似文献
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The main problems in seismic attribute technology are the redundancy of data and the uncertainty of attributes, and these problems become much more serious in multi-wave seismic exploration. Data redundancy will increase the burden on interpreters, occupy large computer memory, take much more computing time, conceal the effective information, and especially cause the "curse of dimension". Uncertainty of attributes will reduce the accuracy of rebuilding the relationship between attributes and geological significance. In order to solve these problems, we study methods of principal component analysis (PCA), independent component analysis (ICA) for attribute optimization and support vector machine (SVM) for reservoir prediction. We propose a flow chart of multi-wave seismic attribute process and further apply it to multi-wave seismic reservoir prediction. The processing results of real seismic data demonstrate that reservoir prediction based on combination of PP- and PS-wave attributes, compared with that based on traditional PP-wave attributes, can improve the prediction accuracy. 相似文献
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The ultimate goal of reservoir simulation in reservoir surveillance technology is to estimate long-term production forecasting and to plan development and management of petroleum fields. However, maintaining reliable reservoir models which honour available static and dynamic data, involve inherent risks due to the uncertainties in space and time of the distribution of hydrocarbons inside reservoirs. Recent applications have shown that these uncertainties can be reduced by quantitative integration of seismic data into the reservoir modelling workflows to identify which areas and reservoir attributes of the model should be updated. This work aims using seismic data to reduce ambiguity in calibrating reservoir flow simulation model with an uncertain petro-elastic model, proposing a circular workflow of inverted seismic impedance (3D and 4D) and engineering studies, with emphasis on the interface between static and dynamic models. The main contribution is to develop an updating procedure for adjusting reservoir simulation response before using it in the production forecasting and enhance the interpretive capability of reservoir properties. Accordingly, the workflow evaluates consistency of reservoir simulation model and inverted seismic impedance, assisted by production history data, to close the loop between reservoir engineering and seismic domains. The methodology is evaluated in a complex, faulted, sandstone reservoir, the Norne benchmark field, where a significant reservoir behaviour understanding (about the static and dynamic reservoir properties) is obtained towards the quantitative integration of seismic impedance data. This leads to diagnosis of the reservoir flow simulation reliability and generation of an updated simulation model consistent with observed seismic and well production history data, as well as a calibrated petro-elastic model. Furthermore, as Norne Field is a benchmark case, this study can be considered to enrich the discussions over deterministic or probabilistic history matching studies. 相似文献
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针对柴迭木盆地三湖生物天然气预测,提出了地震预测方法的三项关键技术:地震资料处理中的静校正技术(初至波折射静校正技术);地震叠后预测技术(包括如下5项内容:共偏移距扫描;频率扫描;速度谱剖面分析;反射同相轴下拉量分析;烃类检测);地震叠前预测技术(包括如下2项内容:不同偏移距叠加剖面分析;叠前反演分析).在三湖北斜坡地区应用这三项关键技术,发现了台东2号舍气异常,成功钻探了台东2井. 相似文献
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塔里木盆地塔河地区的奥陶系碳酸盐岩储层埋藏深,其深度超过5000 m,储集体类型以裂缝、缝洞为主,储层的纵向和横向上都具有极强的非均质性.这些特点导致反射地震数据的信噪比低、分辨率低,从而使得碳酸盐岩储层特征描述的难度增大.针对这些问题,本文运用稳定化反Q滤波方法对塔河地区的三维地震数据进行提高分辨率处理,同步实现地震振幅补偿和子波相位校正.处理结果与原始地震数据进行地震剖面面貌、储层内幕信息、断裂缝洞刻画等方面的直接对比,一方面展示反Q滤波方法在提高分辨率、提高弱反射能量、以及增强反射同相轴的空间连续性等方面的优势,同时展示稳定化反Q滤波方法能够提高对奥陶系碳酸盐岩缝洞储集体的特征描述精度. 相似文献
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Low frequency content of seismic signals contains information related to the reservoir fluid mobility. Based on the asymptotic analysis theory of frequency-dependent reflectivity from a fluid-saturated poroelastic medium, we derive the computational implementation of reservoir fluid mobility and present the determination of optimal frequency in the implementation. We then calculate the reservoir fluid mobility using the optimal frequency instantaneous spectra at the low-frequency end of the seismic spectrum. The methodology is applied to synthetic seismic data from a permeable gas-bearing reservoir model and real land and marine seismic data. The results demonstrate that the fluid mobility shows excellent quality in imaging the gas reservoirs. It is feasible to detect the location and spatial distribution of gas reservoirs and reduce the non-uniqueness and uncertainty in fluid identification. 相似文献
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新疆雅克拉油气田具有多套含油层系,其中下古生界碳酸盐岩也是重要储层之一。过去由于研究手段和方法上的限制,对于这套储层缺乏深入认识,给碳酸盐岩的勘探开发工作带来了一定的难度。为了搞清这一问题,充分利用了钻井、录井、测井、地震、岩心薄片和分析化验资料,并进行了高分辨率测井约束地震反演。通过综合分析和新技术的应用,对雅克拉油气田碳酸岩储层的纵、横向的展布特征有了比较明确的认识。确定了有利的储集相带主要发育在潮坪和台滩微相中,受后期改造作用,分布在构造较高部位,可作为碳酸盐油气藏勘探的主攻方向。 相似文献
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A new energy density calculation method for reservoir delineation using seismic low-frequency signal
Xin Luo Xuehua Chen Yingkai Qi Jidong Yang Jie Zhang Wei Jiang 《Geophysical Prospecting》2020,68(8):2518-2535
In comparison to high-frequency signals, low-frequency seismic signals suffer less from scattering and intrinsic attenuation during wave propagation, penetrate deeper strata and thus can provide more energy information related to the hydrocarbon reservoirs. Based on the asymptotic representation for the frequency-dependent reflections in the fluid-saturated pore-elastic media, we first derive a novel equation of the reservoir energy density and present an efficient workflow to calculate the reservoir energy density using low-frequency seismic data. Then, within a low-frequency range (from 1 to 30 Hz), we construct an objective function to determine the optimal frequency, using the energy densities calculated from the post-stack seismic traces close to the wells. Next, we can calculate the reservoir energy density using the instantaneous spectra of optimal frequency at the low-frequency end of the seismic spectrum. Tests on examples for synthetic and field data demonstrate that the proposed reservoir energy density can produce high-quality images for the fluid-saturated reservoirs, and it produces less background artefacts caused by elastic layers. This method provides a new way to detect the location of hydrocarbon reservoirs and characterize their spatial distribution. 相似文献
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叠前反演和地震吸收技术在复杂天然气藏地震预测中的应用 总被引：1，自引：0，他引：1
针对某复杂断块天然气目标储层,在岩石物理分析的指导下,综合利用地质、地震、测井等资料,提出了一套面向复杂天然气藏的叠前地震预测技术.首先基于地震岩石物理分析得到的初始横波信息,采用叠前贝叶斯非线性三参数反演得到了井旁控制点处精确纵横波速度和密度信息,然后通过叠前/叠后联合反演技术实现了面向目标的弹性阻抗体反演及含气储层敏感参数直接提取,最后结合小波变换时频谱分析的方法从叠前地震资料中估算地层吸收参数值,提高天然气藏识别精度.实际应用表明,综合各种叠前地震预测技术,可以大大提高对复杂天然气藏的识别精度,降低勘探风险. 相似文献
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基于EMD与关联维的储层识别(英文) 总被引：1，自引：1，他引：0
在储层发育带,通常地震波波形会变复杂,所以关联维会变小。但由于地震波是有一定带宽的信号,波形受这个带宽内所有频率成分的影响,如果直接进行关联维的计算,其结果往往不能很好地反映储层。鉴于这种情况,提出了经验模态分解（EMD）与关联维相结合的方法,利用EMD对地震波进行分解,对分解后的每一个平稳的固有模函数（Intrinsic ModeFunction,IMF）分量进行关联维计算,将计算结果与有效的IMF分量进行储层预测。利用该方法对xx区三叠系中油组进行了试算,取得了较好的效果。 相似文献
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目前,针对陆相薄互层油藏实施时移地震监测尚没有明显的突破,加强时移地震方法、理论的研究和应用,对于我国时移地震监测技术的发展和应用具有积极的意义.根据油藏工程理论,在详细分析火烧油层对储层物性影响的基础上,结合已有的实验室岩石物理测量结果,重点就稠油热采过程中温度的剧烈变化对储层岩石和孔隙流体弹性特性的影响进行了较为详细的分析.并开展了薄互层油藏火烧油层地震正演模拟研究.结果表明,在稠油热采过程中,高温高压不仅会使得孔隙流体特性发生显著的改变,而且储层岩石本身弹性特性的变化也非常明显.即使是对于薄层或薄互层,两方面共同的变化将使得稠油热采前后储层弹性特性产生巨大的差异,进而引起显著的地震异常.因此,开展陆相薄互层稠油热采时移地震监测,不仅具有坚实的岩石物理基础,而且具有切实的可行性. 相似文献
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东营凹陷沙三、沙四沉积时期，发育了大量不同时期的砂砾岩体，它们是非常规油气勘探中重要的储层类型。由于砂砾岩体具有纵向厚度变化大、横向展布不均匀、岩相变化快等特点，在地震属性分析与厚度预测时，用单一属性对储层厚度描述具有很大的不确定性。为此，提取了多种地震属性，采用主成分分析法（PCA）进行优化、去除冗余信息。考虑到随机森林（RF）具有预测精度高、对异常值容忍性强、训练速度快且不易过拟合等特点，引入该方法对砂砾岩储层厚度进行预测。针对属性自相似问题，PCA采用了两种方法:①直接对全部属性做降维处理，提取主成分进行预测（PCA-RF1）；②先对相似属性做降维处理，再组合其他属性进行预测（PCA-RF2）。原始RF、PCA-RF1、PCA-RF2方法还与人工神经网络方法（ANN）进行了效果对比，结果表明，基于相似属性降维处理的PCA-RF2方法，具有最佳应用效果。 相似文献
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基于流体替换技术的地震AVO属性气藏识别(英文) 总被引：2，自引：1，他引：1
传统上,油藏地球物理工程师是基于测井数据进行流体替换,计算油藏饱和不同流体时的弹性参数,并通过地震正演模拟分析油藏饱和不同流体时的地震响应,从而进行油气藏识别研究。该研究方案为油藏研究提供了重要的弹性参数和地震响应信息,但这些信息仅限于井眼位置。对于实际油藏条件,地下储层参数都是随位置变化而变化的,如孔隙度、泥质含量和油藏厚度等,因此基于传统流体替换方案得到的流体变化地震响应信息对于油气藏识别具有很大的局限性。研究通过设定联系油藏弹性参数与孔隙度、矿物组分等参数的岩石物理模型,并基于三层地质模型,进行地震正演模拟与AVO属性计算。得到油藏孔隙度、泥质含量和储层厚度变化时地震AVO属性,并建立了饱和水储层和含气储层对应AVO属性(包括梯度与截距)之间的定量关系。建立的AVO属性之间的线性关系可以实现基于地震AVO属性直接进行流体替换。最后,应用建立的流体替换前后AVO属性之间线性方程,对模拟地震数据直接进行流体替换,并通过流体替换前后AVO属性交汇图分析实现了气藏识别。 相似文献
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复杂孔隙储层往往同时发育孔缝洞等多种孔隙类型,这种孔隙结构的复杂性使得岩石的速度与孔隙度之间的相关性很差.经典的二维岩石物理模版只研究弹性参数与孔隙度和饱和度之间的定量关系,而不考虑孔隙结构的影响,用这样的模版来预测复杂孔隙储层的物性参数时带来很大偏差.本文首先证明多重孔隙岩石的干骨架弹性参数可以用一个等效孔隙纵横比的单重孔隙岩石物理模型来模拟;进而基于等效介质岩石物理理论和Gassmann方程,建立一个全新的三维岩石物理模版,用它来建立复杂孔隙岩石的弹性性质与孔隙扁度及孔隙度和饱和度之间的定量关系;在此基础上,预测复杂储层的孔隙扁度、孔隙度以及孔隙中所包含的流体饱和度.实际测井和地震反演数据试验表明,三维岩石物理模版可有效提高复杂孔隙储层参数的预测精度. 相似文献
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平衡剖面技术是油气勘探中的一项辅助解释技术,它提供正演与反演两种模拟过程.正演模拟过程可以迅速、有效地检验某种地质假设,为解释人员提供合理的解释模型,同时,正演过程可以动态显示构造变形历史,为研究油气藏的形成、演化提供依据;而反演模拟过程则可以迅速地对剖面解释结果进行合理性检验,避免解释中的随意性,提高剖面解释的质量和效率.本文对平衡剖面有关的概念、原理、应用条件及变形机制等进行了系统归纳与总结,并详细介绍了国内外平衡剖面技术在油气勘探中的最新应用实例. 相似文献
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莺歌海盆地乐东区深层与东方区具有类似的成藏条件,是高温高压领域获取下一个重大勘探突破的最现实区域.但是该区已钻遇的“亮点”型储层物性差,普遍表现为低孔-特低渗特征,而区域基础规律研究表明,区域潜在甜点储层在地震上应该表现为“暗点”型特征.但是,“暗点”型储层在叠后地震资料上无法有效识别,如何准确预测“暗点”型储层是乐东区勘探新突破的重点攻关方向.本文针对“暗点”识别难的问题,提出了基于叠前地震资料的储层预测技术.从岩石物理出发系统性地梳理该区“暗点”型储层的地球物理特征,总结出其具有“叠加无反射、近道弱波峰、远道弱波谷、道集极性反转”的规律,根据该规律建立了Fstack属性重构算法,利用该算法开展甜点储层筛选并进行“暗点”储层预测,结合道集资料、反演结果等地球物理信息,最终确定潜在“暗点”型气层的分布范围.钻井结果证实该技术对乐东区深层潜在“暗点”型储层具有很好的预测效果. 相似文献
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提取叠前地震振幅信息的叠前反演技术已成为储层预测的重要手段,其能获得各种岩石弹性参数,丰富储层预测方法.因目标储层的差异性,优选并建立有利的流体敏感参数对储层流体检测尤为重要.本文基于岩石物理实验, 测量并分析了岩石弹性参数随流体饱和度的变化特征, 进一步根据岩石物理理论建立组合流体敏感参数, 达到对油气检测的最佳敏感效果.定义了流体敏感量,定量分析岩石弹性参数的流体敏感性.最后本文在X区块进行了叠前地震反演的应用, 结果表明通过岩石物理实验分析并建立获得的流体敏感参数能明显的提高储层的识别能力. 相似文献