Enrichment model and major controlling factors of below-source tight oil in Lower Cretaceous Fuyu reservoirs in northern Songliao Basin,NE China

Based on the geochemical,seismic,logging and drilling data,the Fuyu reservoirs of the Lower Cretaceous Quantou Formation in northern Songliao Basin are systematically studied in terms of the geological characteristics,the tight oil enrichment model and its major controlling factors.First,the Quantou Formation is overlaid by high-quality source rocks of the Upper Cretaceous Qingshankou Formation,with the development of nose structure around sag and the broad and continuous distribution of sand bodies.The reservoirs are tight on the whole.Second,the configuration of multiple elements,such as high-quality source rocks,reservoir rocks,fault,overpressure and structure,controls the tight oil enrichment in the Fuyu reservoirs.The source-reservoir combination controls the tight oil distribution pattern.The pressure difference between source and reservoir drives the charging of tight oil.The fault-sandbody transport system determines the migration and accumulation of oil and gas.The positive structure is the favorable place for tight oil enrichment,and the fault-horst zone is the key part of syncline area for tight oil exploration.Third,based on the source-reservoir relationship,transport mode,accumulation dynamics and other elements,three tight oil enrichment models are recognized in the Fuyu reservoirs:(1)vertical or lateral migration of hydrocarbon from source rocks to adjacent reservoir rocks,that is,driven by overpressure,hydrocarbon generated is migrated vertically or laterally to and accumulates in the adjacent reservoir rocks;(2)transport of hydrocarbon through faults between separated source and reservoirs,that is,driven by overpressure,hydrocarbon migrates downward through faults to the sandbodies that are separated from the source rocks;and(3)migration of hydrocarbon through faults and sandbodies between separated source and reservoirs,that is,driven by overpressure,hydrocarbon migrates downwards through faults to the reservoir rocks that are separated from the source rocks,and then migrates laterally through sandbodies.Fourth,the differences in oil source conditions,charging drive,fault distribution,sandbody and reservoir physical properties cause the differential enrichment of tight oil in the Fuyu reservoirs.Comprehensive analysis suggests that the Fuyu reservoir in the Qijia-Gulong Sag has good conditions for tight oil enrichment and has been less explored,and it is an important new zone for tight oil exploration in the future.

Controlling factors of high-quality volcanic reservoirs of Yingcheng Formation in the Songnan gas field

Predicting high-quality volcanic reservoirs is one of the key issues for oil and gas exploration in the Songnan gas field.Core,seismic,and measurement data were used to study the lithologies,facies,reservoir porosity,and reservoir types of the volcanic rocks in the Songnan gas field.The primary controlling factors and characteristics of the high-quality volcanic reservoirs of the Yingcheng Formation in the Songnan gas field were investigated,including the volcanic eruptive stage,edifice,edifice facies,cooling unit,lithology,facies,and diagenesis.Stages with more volatile content can form more high-quality reservoirs.The effusive rhyolite,explosive tuff,and tuff lava that formed in the crater,near-crater,and proximal facies and in the high-volatility cooling units of large acidic-lava volcanic edifices are the most favorable locations for the development of the high-quality reservoirs in the Songnan gas field.Diagenesis dissolution,which is controlled by tectonic action,can increase the size of secondary pores in reservoirs.Studying the controlling factors of the high-quality reservoirs can provide a theoretical basis for the prediction and analysis of high-quality volcanic reservoirs.

Fractal Characteristics and Main Controlling Factors of High-Quality Tight Sandstone Reservoirs in the Southeastern Ordos Basin

Due to the complex conditions and strong heterogeneity of tight sandstone reservoirs,the reservoirs should be classified and the controlling factors of physical properties should be studied.Cast thin section observations,cathodoluminescence,scanning electron microscopy(SEM),X-ray diffraction(XRD),and high-pressure mercury injection(HPMI)were used to classify and optimize the reservoir.The Brooks-Corey model and stepwise regression were used to study the fractal dimension and main controlling factors of the physical properties of the high-quality reservoir.The results show that the reservoirs in the study area can be divided into four types,and the high-quality reservoir has the best physical properties and pore-throat characteristics.In the high-quality reservoir,the homogeneity of transitional pores was the best,followed by that of micropores,and the worst was mesopores.The porosity was controlled by depth and kaolinite.The model with standardized coefficients is y=12.454−0.778×(Depth)+0.395×(Kaolinite).The permeability was controlled by depth,illite/montmorillonite,and siliceous cement,and the model with standardized coefficients is y=1.689−0.683×(Depth)−0.395×(Illite/Montmorillonite)−0.337×(Siliceous Cement).The pore-throat evolutionary model shows that the early-middle diagenetic period was when the reservoir physical properties were at their best,and the kaolinite intercrystalline pores and residual intergranular pores were the most important.

Controlling factors of remaining oil distribution after water flooding and enhanced oil recovery methods for fracturecavity carbonate reservoirs in Tahe Oilfield

Based on comprehensive analysis of core, well logging, seismic and production data, the multi-scale reservoir space, reservoir types, spatial shape and distribution of fractures and caves, and the configuration relationship with production wells in fracture-cavity carbonate reservoirs were studied systematically, the influence of them on the distribution of residual oil was analyzed, and the main controlling factors mode of residual oil distribution after water flooding was established. Enhanced oil recovery methods were studied considering the development practice of Tahe oilfield. Research shows that the main controlling factors of residual oil distribution after water flooding in fracture-cavity carbonate reservoirs can be classified into four categories: local high point, insufficient well control, flow channel shielding and weak hydrodynamic. It is a systematic project to improve oil recovery in fracture-cavity carbonate reservoirs. In the stage of natural depletion, production should be well regulated to prevent bottom water channeling. In the early stage of waterflooding, injection-production relationship should be constructed according to reservoir type, connectivity and spatial location to enhance control and producing degree of waterflooding and minimize remaining oil. In the middle and late stage, according to the main controlling factors and distribution characteristics of remaining oil after water flooding, remaining oil should be tapped precisely by making use of gravity differentiation and capillary force imbibition, enhancing well control, disturbing the flow field and so on. Meanwhile, backup technologies of reservoir stimulation, new injection media, intelligent optimization etc. should be developed, smooth shift from water injection to gas injection should be ensured to maximize oil recovery.

Main Controlling Factors and Accumulation Model of Chang 9 Reservoir in Northwest Ordos Basin, China

In northwestern Ordos Basin, the Triassic reservoir Chang 9 has favorable reservoir forming conditions, extensive reservoir development, and huge potential for oil exploration and exploitation. Studying the main controlling factors and accumulation model of Chang 9 reservoir in this area can provide a basis for the production targets, and assist in formulating reasonable development technology policy. In this paper, to explore and summarize the hydrocarbon accumulation model, the Chang 9 reservoir were analyzed from the aspects of oil source, fracture, oil migration, structure, lithology and reservoir physical properties for the main controlling factors in this area. Organic geochemical and geological comprehensive analysis that the oil-source of the Chang 9 reservoir in the northwest of Ordos Basin is derived from Chang 7 hydrocarbon source rocks. The fractures provide a sound channel for the "vertical multi-point filling" of the oil source from Chang 7 to Chang 9. The crude oil migrates vertically from Chang 7 to Chang 9, then expands horizontally to form a reservoir. Structures play an important role in controlling the distribution of reservoirs, the control by sand in small layer and physical property is also obvious. This paper creatively establishes the reservoir accumulation model of Chang 9 in northwest of Ordos Basin, which is characterized by Vertical multi-point filling, horizontal expansion becomes oil pool. It reveals the genetic mechanism of the development of Chang 9 multi-reservoir in the study area, which provides guidance for exploration and evaluation deployment.

Major controlling factors and hydrocarbon accumulation models of large-scale lithologic reservoirs in shallow strata around the Bozhong sag,Bohai Bay Basin,China

Based on the practice of oil and gas exploration and the analysis of shallow lithologic reservoirs,combined with the allocation relationship and enrichment law of oil and gas accumulation factors,main controlling factors and models of hydrocarbon accumulation of large lithologic reservoirs in shallow strata around the Bozhong sag are summarized,and favorable exploration areas are proposed.The coupling of the four factors of“ridge-fault-sand-zone”is crucial for the hydrocarbon enrichment in the shallow lithologic reservoirs.The convergence intensity of deep convergence ridges is the basis for shallow oil and gas enrichment,the activity intensity of large fault cutting ridges and the thickness of cap rocks control the vertical migration ability of oil and gas,the coupling degree of large sand bodies and fault cutting ridges control large-scale oil and gas filling,the fault sealing ability of structural stress concentration zones affects the enrichment degree of lithologic oil and gas reservoirs.Three enrichment models including uplift convergence type,steep slope sand convergence type and depression uplift convergence type are established through the case study of lithologic reservoirs in shallow strata around the Bozhong sag.

Control factors and porosity evolution of high-quality sandstone reservoirs of Kela-2 gas field in Kuqa Depression

By using the integrated methods includingsandbodies modelling of the outcrops, sedimentary facies ofthe cores and well logs of the drilled wells, and the reservoircorrelation of interwells, it is thought that the sandstone res-ervoirs of Kela-2 gas field are a suit of high-quality naturalgas reservoirs with great thickness, extensive and continuousdistribution, high porosity and permeability, and a few bar-rier beds. Sedimentary facies and microfacies are the mainfactors controlling the reservoir distribution and interiorheterogeneity. Based on a great deal of data of rock’s thinsections, porosity, permeability, and the parameters of capil-lary pressure, the reservoir diagenesis, controls, mechanismand evolution of pores have been studied. It is consideredthat compaction in the early stage and diagenetic dolomiteand calcite cements have effect on the decline of reservoirsproperty. Now compaction is chiefly middle to weak. Thebetter reservoirs have no or a few calcite cements. In theearly of deep buried stage, there are still mainly remainderprimary intergranular pores. The authigenic kaolinite ofreservoirs is the production of the dissolution of feldsparsand lithic fragments. The dissolution results in the partlymodified and broadened secondary intergranular pores. Inthe late of deep buried stage, structure fissures and over-pressure were in favor of improving and preservation ofthese pores.

窄河道型致密砂岩储层特征及主控因素——以天府气田金华区块沙溪庙组为例

四川盆地天府气田金华区块沙溪庙组发育典型的窄河道型致密砂岩储层,具有低孔、低渗特征。基于详实的野外及岩心观察,结合薄片、扫描电镜及CT、核磁等分析测试,通过储层沉积微相、孔隙结构、成岩作用综合研究,阐明了储层发育主控因素。研究表明:1)天府气田沙二段沉积相以泛滥平原陆上河流相为主,河道微相储层物性最佳,河道窄而细,常呈北东—南西向展布;2)储层岩石类型主要为岩屑长石砂岩,石英体积分数由下向上有明显增加趋势,孔隙类型以残余原生粒间孔为主,其次为粒内溶孔;3)孔隙结构表现为低孔喉、低分选、强非均质性特征,根据压汞参数,储层类型可细分为3类;4)影响储层的主要成岩作用为胶结和溶蚀,胶结作用具有破坏和保护双重影响,既可通过方解石胶结减孔,又可通过绿泥石环边胶结抑制压实,“富长石”背景下的长石溶蚀作用有效改善了储层。研究认为,天府气田金华区块优质的高能窄河道砂体、中浅埋藏残余的规模原生孔隙、叠加绿泥石环边抗压实及长石规模溶蚀作用改善储层,三者共同形成“窄河道非连续甜点”的成储模式。该典型模式的建立为天府气田的可持续开发提供了重要的理论支撑。

四川盆地东部上石炭统黄龙组规模储层形成主控因素与发育模式

石炭系黄龙组是四川盆地东部地区(以下简称川东地区)重要的天然气产层之一,石炭系储层是控制气藏发育的关键因素。为了深入评价川东地区黄龙组储层,拓展勘探新领域,寻找接替区,在前人研究的基础上,应用大量钻井、岩心、露头和分析化验等资料,系统研究了黄龙组储层发育的主控因素和发育模式,并预测规模储层的展布。研究结果表明:(1)黄龙组储集岩主要为颗粒白云岩、角砾白云岩和晶粒白云岩,储集空间主要为晶间孔/晶间溶孔、粒间溶孔/粒内溶孔、溶洞和裂缝,颗粒滩为有利储集体,裂缝-溶蚀孔洞型储层质量好;(2)储层发育主要受乐山—龙女寺古隆起和开江古隆起、沉积作用及成岩作用的共同控制,古隆起控制颗粒滩分布和准同生期成岩作用,是规模成储的基础,准同生期白云石化作用、层间岩溶和风化壳岩溶作用的叠加是形成规模储层的关键,喜马拉雅构造运动产生大量构造裂缝,提高了储层的渗滤性和规模性;(3)一定厚度和较大面积的Ⅰ—Ⅲ类储层可形成规模储层区,对5个规模储层发育区进行了评价,已发现气藏主要分布在这5个区域的背斜构造部位。结论认为,川东地区石炭系仍有较大的天然气勘探开发潜力,向斜区发育大面积的规模储层,是下一步天然气增储上产的重要方向。

川东北元坝地区上三叠统须家河组天然裂缝发育特征与主控因素

川东北元坝地区上三叠统须家河组致密砂岩储层物性较差,天然裂缝的发育改善了储层物性。天然裂缝是主要的储集空间和渗流通道,对天然气的运移、成藏和高产有着重要的影响。本文根据地表露头、岩心、薄片和成像测井等资料,对元坝地区须家河组天然裂缝成因类型及发育特征进行研究,并分析控制天然裂缝发育的主控因素。结果表明,研究区主要发育构造成因的低角度和高角度剪切裂缝,主要方位为NW-SE(300°±10°)和NEE-SWW(70°±5°)向,有效性好;裂缝充填程度较低,有效性好。构造部位、岩性和岩层厚度为影响裂缝发育的主要因素。鼻状构造部位及断层上升盘距离断层面400 m以内、垂直断距在60~120 m之间、北西向断层延伸线拐点附近为裂缝发育的有利部位,有利于天然气高产;中细粒石英砂岩和细粒长石岩屑砂岩中裂缝最为发育;高能量环境规模砂体(高石英含量,低泥质含量)更有利于裂缝发育;裂缝发育程度与岩层厚度呈明显的负相关关系,当岩层厚度小于1 m时,裂缝密度大,发育程度高。

氦气富集理论及富氦资源勘探思路

基于国内外重要含油气盆地天然气样品和岩石样品,进行氦气含量、组分、同位素及岩石样品中U、Th含量分析,对氦气富集机理、富集模式、分布规律和勘探思路等进行研究。研究认为,能否形成富氦气藏取决于气藏中氦气的供给量和天然气对氦气的稀释程度,其富集成藏特征可以概括为“多源供氦、主源富氦;氦氮伴生、同溶共聚”。氦气主要来自岩石中U和Th的放射性衰变,所有岩石都含有微量的U和Th,都可为气藏提供一定的氦源,但以花岗岩或变质岩为主的大型古老基底往往是富氦气藏的主力氦源。古老基底中的U和Th经历漫长地质历史时期的衰变生成的氦气连同基底岩石中无机含氮化合物裂解生成的氮气溶解在水中,随构造抬升,地层水沿断裂往上运移至气藏并释放出氦和氮气,使气藏同时富集氦和氮气,氦氮的伴生关系十分明显。在东部拉张型盆地,构造活动强烈,天然气中混有一定比例的幔源氦气。富氦气藏大多发育于有断裂沟通的古老基底之上、后期经历大幅度构造抬升、盖层封盖能力适中、天然气充注强度中等、地下水比较活跃的常压或低压区。氦气勘探须放弃以寻找天然气甜点和高产大气田的传统“兼探”思路,根据氦气富集特点,寻找有断裂并与古老基底沟通、晚期构造抬升幅度较大、盖层封盖能力相对较弱、天然气充注强度不高、古老地层水较丰富的气藏。

川中龙女寺地区中二叠统茅口组储层特征及其主控因素

近年来,川中龙女寺地区JT1井和MX145井等多口钻井在中二叠统茅口组获得高产工业气流,展现出茅口组良好的勘探开发潜力,但由于储层特征及其发育主控因素不清楚,严重制约了龙女寺地区茅口组进一步的油气勘探。以川中龙女寺地区茅口组储层为对象,开展储层岩性、物性和孔喉结构等地质特征及地球化学特征研究,提出了川中龙女寺地区中二叠统茅口组优质储层主控因素。研究结果表明:(1)龙女寺地区茅口组储层岩性为白云岩及灰岩2类,晶粒白云岩、角砾白云岩和颗粒灰岩为主要储层岩石类型。白云岩储层可划分为3大类、6个亚类,灰岩储层可划分为4大类、5个亚类。(2)晶间孔、非选择性溶孔和溶洞为茅口组储层主要储集空间类型,裂缝-孔洞型储层的构造-溶蚀缝、洞体系储集空间大,分布广泛且连通性好,为有利储层。(3)茅口组储层具有“沉积作用-白云石化作用构建骨架,岩溶作用-构造作用叠加改造”的形成与发育模式。沉积作用、白云石化作用和构造作用是优质储层的主要控制因素,角砾白云岩为优质储集岩。

致密油储层含油性主控因素及分布特征——以鄂尔多斯盆地红河油田36井区长8油层组为例

鄂尔多斯盆地红河油田地质条件复杂,含油非均质性极强,导致水平井产能差异及开发难度大。文中基于钻、测、录井及岩心测试、生产动态等资料,对红河油田36井区长8油层组含油性主控因素及含油饱和度分布特征开展了研究。结果表明:1)红河油田由于油气充注强度整体较低,呈现“大面积含油、局部富集”的特点。2)断裂与储层物性是控制含油性的2个主要因素,不同尺度断裂及其伴(派)生裂缝带的含油性差异大。其中:中尺度断裂及其伴(派)生裂缝带既是良好的源-储输导体系,也能改善储层物性,是主要的油气富集带(区);裂缝带以外的基质区主要受储层物性影响,在优质储层发育部位,可发育形成次油气富集区。3)研究区存在断-缝输导成藏和源-储接触成藏2种油气成藏模式,由此建立了长8油层组致密油藏含油性差异成因模式,明确了高含油饱和度区呈“裂缝带内条带状分布、裂缝带以外沿优质储层片状分布”的特征,“雁列式中尺度断裂+优质储层”部位为有利的开发目标区。

准噶尔盆地中拐凸起东斜坡上乌尔禾组常规—致密油藏主控因素及成藏模式

准噶尔盆地中拐凸起东斜坡上乌尔禾组油气资源丰富,是效益勘探及建产的重要领域。应用测录井、生产测试及岩心分析化验资料,研究中拐凸起东斜坡上乌尔禾组储层特征,明确储层差异性的主控因素,建立中拐凸起东斜坡常规—致密油藏序次分布的成藏模式。结果表明:自北部向南部,研究区逐步由常规油藏转化为致密油藏,沉积作用是造成储层差异性的物质基础,控制储层岩性及原始物性,压实作用和浊沸石胶结作用加剧储层常规—致密差异演化;研究区成岩相带划分为泥质充填带、贫泥—弱胶结带、浊沸石胶结带和强压实—弱溶蚀带4种相带,其中贫泥—弱胶结带为有利储层发育带。该结果为研究区致密油藏勘探提供指导。

川中蓬莱气区龙王庙组储层特征及其与磨溪—高石梯地区对比

川中蓬莱气区下寒武统龙王庙组钻遇良好碳酸盐岩储层,天然气显示好,成为继川中地区安岳大气田后龙王庙组重点勘探区之一,但储层发育规律不明制约了勘探部署。基于最新的钻井及分析测试等资料,系统分析了蓬莱气区龙王庙组储层特征及主控因素。研究认为,蓬莱气区龙王庙组具有陆源碎屑与碳酸盐混合沉积背景,储层主要分布在龙王庙组中上部;储集岩石类型主要为(残余)颗粒白云岩和结晶白云岩;储集空间类型主要为粒间溶孔、粒内溶孔、晶间溶孔及微裂缝;以低孔低渗储层为主,储层厚度主要介于10~42 m之间。储层发育受控于层序地层、岩性及成岩作用等,进积型准层序组和准层序中上部的(残余)颗粒白云岩和结晶白云岩是储层发育主要部位,大气淡水溶蚀、油气溶蚀作用及破裂作用是核心建设性成岩作用。对比安岳大气田主体区磨溪—高石梯地区,认为储层主控因素相近,主要受颗粒白云岩、溶蚀作用、破裂作用等控制,但蓬莱气区龙王庙组储层具有灰质含量高、陆源碎屑含量多、准同生期暴露弱等特点,寻找准同生期暴露的高能颗粒白云岩和细晶白云岩及表生岩溶改造的白云岩是蓬莱气区重点关注的储层目标。

郁江走滑断裂带北部储集空间发育特征及主控因素

为探索走滑断裂破碎带储集空间发育特征和形成机理,综合应用野外露头、遥感影像和岩心测试资料,对郁江走滑断裂带北部储集空间进行识别刻画和量化分析,并探讨其发育主控因素。结果表明:郁江走滑断裂带北部破碎带在平面上可分为北部张扭段和南部压扭段,不同段储集空间发育特征存在差异,张扭段裂缝开度更大,压扭段裂缝长度、裂缝线密度、破碎区面积和洞穴面积更大,总体上,压扭段储集空间发育规模相对较大;走滑断裂带构造应力是决定优势储集空间发育的外部因素,岩层厚度和岩石矿物组成是控制储集空间发育的内部因素,岩层厚度大于1 m且碳酸钙含量低于70%的碳酸盐岩经压扭作用改造后,可形成缝洞型储集体有利发育区。

姬塬地区长8油层组储层特征分析

为确定长8油层储层现今表征,储层物性受黏土矿物胶结物控制模式,储层沉积作用和沉积后期所经历的成岩变化,通过铸体薄片、扫描电镜等方法研究了储层基本特征和成岩作用及沉积作用,在整体低渗的背景下,部分位于相对渗透率较高区域的油井有较高的产量,理清研究区长8储层富集规律,对地区内岩石孔隙度下降因素进行剖析。结果表明,姬塬地区有利储层多发育水下分流河道和河口坝沉积,特别是砂体中心部位储层物性是最好,可见长8油层组的储集性能和渗流性能好,即粒间孔型、粒间孔+溶孔型和溶孔+粒间孔型。溶孔型、粒间孔+微孔型两种孔隙组合类型的渗流性能较差。微孔型和溶孔+微孔型两种孔隙组合类型的储集空间主要由半径极小的微孔构成,连通性较差,其孔隙内表面积和渗流阻力,储集性能和渗流性能较差。

鄂尔多斯盆地环江地区长8_(1)亚段东西部储层对比研究

鄂尔多斯盆地环江地区三叠系延长组长8_(1)亚段东西部储层储集性能差异明显,造成环江地区东西部油藏富集规律不同。通过岩心观察、测井曲线对比、岩石薄片鉴定以及压汞曲线分析等方法,厘清了环江地区三叠系延长组长8_(1)亚段东西部储层基本特征,进而分析了研究区储层致密成因和东西部储层差异主控因素。结果显示:①环江地区长8_(1)亚段东西部储层以岩屑长石砂岩和长石岩屑砂岩为主,粒度西部粗于东部,储集空间类型以剩余原生粒间孔为主,次生长石溶孔次之,填隙物含量较高;②东西部物性差异明显,西部山城罗山川地区孔隙度和渗透率分别为10.71%、6.44 mD,发育低孔特低渗储层,有相当一部分地区能达到中孔低渗,东部大巴咀涝池口至洪德以东地区孔隙度和渗透率分别为5.63%、0.13 mD,基本为特低孔超低渗致密储层;③物源供给、沉积作用和古地形是研究区西部储层物性好于东部的先天地质因素,其中沉积作用和古地形控制着储层砂体厚度和空间展布等宏观特征,物源供给影响储层沉积岩石粒度大小分布和填隙物分布等微观特征。成岩作用是降低研究区东西部储层整体物性的关键因素。

苏北盆地高邮凹陷阜二段页岩储层裂缝发育特征及有利勘探区评价与预测

针对页岩储层天然裂缝发育有利区难以合理预测的问题,以岩心、薄片、成像测井等资料为基础,开展储层天然裂缝成因类型、发育特征及主控因素评价。结果表明:高邮凹陷阜二段主要发育构造裂缝和层理缝,部分岩心可观察到同沉积裂缝、肠状裂缝和超压裂缝;其中构造裂缝以高角度有效缝为主,交叉节点类型主要为Y形和X形,节点数量(C_(L))多数处于2.00~3.57,裂缝处于连通状态并且连通性较好;构造裂缝和层理缝中含油性较好,验证了裂缝对页岩油气存储和输导的重要作用;构造裂缝主要受主干断层发育及地层褶皱影响,距离主干断层越近,裂缝发育密度越高;地层弯曲度越大,裂缝发育密度越高;层理缝主要受生烃增压影响,与局部高w(TOC)地层的超压发育关系密切;据此预测高邮凹陷阜二段页岩储层构造裂缝发育Ⅰ类有利区4个、Ⅱ类有利区4个,层理缝发育Ⅰ类有利区2个、Ⅱ类有利区4个,预测结果有效指导了该区页岩油气勘探开发工作。研究成果可为页岩储层天然裂缝预测奠定基础并提供参考依据。

基于BP神经网络的低渗透底水油藏油井见水模式预测模型

注水开发使得低渗透底水油藏油井见水模式更加复杂,需要进一步明确及预测油井见水模式来针对性地指导水淹治理措施。神经网络模型具备处理多元回归问题和计算速度快等优势,可被用于分析地质工程多因素参数与油井见水模式的内在关系,构建见水模式预测模型。在油井见水模式划分的基础上,通过灰色关联理论和神经网络算法对BCL低渗透底水油藏油井见水模式的主控因素和预测模型进行了研究。发现水层厚度、隔夹层数、隔夹层长度和避水高度是该类油藏注水开发下影响油井见水模式的主控因素。基于主控因素结合神经网络算法建立了油井见水模式预测模型。通过对18组测试数据进行验证,平均预测误差1.4%,获得了较好的预测精度。通过易于获取的主控因素快速预测注水开发低渗透底水油藏油井的见水模式,为该类油藏的高含水针对性治理提供基础依据。