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Progress and Development Direction of “Three-High” Oil and Gas Well Testing Technology 被引量:1
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作者 Bo Zhang Fayon Yuan +3 位作者 Hao Su Ming Cao Ruifeng Guo Chenxiang Sun 《Journal of Power and Energy Engineering》 2022年第6期1-13,共13页
By reviewing the development of “three-high” oil and gas well testing technology of Sinopec in recent years, this paper systematically summarizes the application of “three-high” oil and gas well testing technology... By reviewing the development of “three-high” oil and gas well testing technology of Sinopec in recent years, this paper systematically summarizes the application of “three-high” oil and gas well testing technology of Sinopec in engineering optimization design technology, and high temperature and high pressure testing technology, high pressure and high temperature transformation completion integration technology. Major progress has been made in seven aspects: plug removal and re-production technology of production wells in high acid gas fields;wellbore preparation technology of ultra-deep, high-pressure, and high-temperature oil and gas wells;surface metering technology;and supporting tool development technology. This paper comprehensively analyzes the challenges faced by the “three-high” oil and gas well production testing technology in four aspects: downhole tools, production testing technology, safe production testing, and the development of low-cost production test tools. Four development directions are put forward: 1) Improve ultra-deep oil and gas testing technology and strengthen integrated geological engineering research. 2) Deepen oil and gas well integrity evaluation technology to ensure the life cycle of oil and gas wells. 3) Carry out high-end, customized, and intelligent research on oil test tools to promote the low-cost and efficient development of ultra deep reservoirs. 4) Promote the fully automatic control of the surface metering process to realize the safe development of “three-high” reservoirs. 展开更多
关键词 “Three-High” oil and Gas Wells oil test Geological Engineering Integra-tion Intelligent Downhole Tools
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Test Results for Polymer Flooding in Daqing Oilfield 被引量:1
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作者 Zhang Jingcun Gao Shutang and Jiang Xiangcheng(Research Institute of Petroleum Esploration andDevelopment, Daqing Petroleum Administration) 《China Oil & Gas》 CAS 1995年第2期25-27,共3页
TestResultsforPolymerFloodinginDaqingOilfield¥ZhangJingcun;GaoShutangandJiangXiangcheng(ResearchInstituteofP... TestResultsforPolymerFloodinginDaqingOilfield¥ZhangJingcun;GaoShutangandJiangXiangcheng(ResearchInstituteofPetroleumEsplorati... 展开更多
关键词 POLYMER DRIVE PILOT testing TERTIARY oil RECOVERY
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TEST STUDY OF DETECTING OIL AND GAS BY USING REMOTE SENSING TECHNIQUE
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作者 Zhu Zhenhai, Zhang Jianzhong, Chen Baowen (Remote Sensing Application Institute, The Chinese Academy of Sciences) 《遥感信息》 CSCD 1990年第A02期37-38,共2页
Ⅰ The Indexes of Detecting Oil and Gas Resources The deeply buried reservoir which in a dynamic equilibrium state has a great pressure inside, and between it and earth surface there is a great difference of pressure.... Ⅰ The Indexes of Detecting Oil and Gas Resources The deeply buried reservoir which in a dynamic equilibrium state has a great pressure inside, and between it and earth surface there is a great difference of pressure. Therefore the hydrocarbon must spread and move vertically to the surface along the pressure gradient orientation. Hydrocarbons in the reservoir along some small rifts, cracks, joints and cleavages penetrate the overlying strata and seepage onto the surface. Thus the hydrocarbons become unvisble oil and gas signs. This process is called the phenomena of hydrocarbon microseepage of reservoir. Hydrocarbons microseepage in the process 展开更多
关键词 test STUDY OF DETECTING oil AND GAS BY USING REMOTE SENSING TECHNIQUE GAS
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Contract for Oil/Gas Testing Signed Between Jinlonghua & Esso
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作者 Wang Keyuo 《China Oil & Gas》 CAS 1996年第3期189-189,共1页
Contract for Oil/Gas Testing Signed Between Jinlonghua & EssoContractforOil/GasTestingSignedBetweenJinlonghu... Contract for Oil/Gas Testing Signed Between Jinlonghua & EssoContractforOil/GasTestingSignedBetweenJinlonghua&Esso¥WangKeyuJi... 展开更多
关键词 Contract for oil/Gas testing Signed Between Jinlonghua Esso
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lower Oil Prices Test Africa’s growth
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作者 Hannah Edinger Kira McDonald 《ChinAfrica》 2015年第1期10-11,共2页
The foundations of the "Africa rising" narrative may have increasingly been tested in recent months. Security concerns, the Ebola crisis in West Africa and conflict in Libya have been some of the stumbling blocks th... The foundations of the "Africa rising" narrative may have increasingly been tested in recent months. Security concerns, the Ebola crisis in West Africa and conflict in Libya have been some of the stumbling blocks the continent has had to face. These have continuously challenged its ability to respond to events that could derail the past years' economic growth. The impact of lower oil prices particularly could be a major shock to the region, especially for oilexporting countries. 展开更多
关键词 lower oil Prices test Africa’s growth
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The Test Area of Suizhong 36-1 Oil Field Fully Under Commission
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作者 Yan Hao 《China Oil & Gas》 CAS 1995年第3期14-14,共1页
TheTestAreaofSuizhong36-1OilFieldFullyUnderCommission¥//Suizhong36-lOilfieldlocatedin.LiaodongGulf,coveringa... TheTestAreaofSuizhong36-1OilFieldFullyUnderCommission¥//Suizhong36-lOilfieldlocatedin.LiaodongGulf,coveringanareaof48km2Theoi... 展开更多
关键词 test The test Area of Suizhong 36-1 oil Field Fully Under Commission
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Prediction of wax precipitation region in wellbore during deep water oil well testing 被引量:1
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作者 GAO Yonghai LIU Kai +4 位作者 ZHAO Xinxin LI Hao CUI Yanchun XIN Guizhen SUN Baojiang 《Petroleum Exploration and Development》 2018年第2期351-357,共7页
During deep water oil well testing, the low temperature environment is easy to cause wax precipitation, which affects the normal operation of the test and increases operating costs and risks. Therefore, a numerical me... During deep water oil well testing, the low temperature environment is easy to cause wax precipitation, which affects the normal operation of the test and increases operating costs and risks. Therefore, a numerical method for predicting the wax precipitation region in oil strings was proposed based on the temperature and pressure fields of deep water test string and the wax precipitation calculation model. And the factors affecting the wax precipitation region were analyzed. The results show that: the wax precipitation region decreases with the increase of production rate, and increases with the decrease of geothermal gradient, increase of water depth and drop of water-cut of produced fluid, and increases slightly with the increase of formation pressure. Due to the effect of temperature and pressure fields, wax precipitation region is large in test strings at the beginning of well production. Wax precipitation region gradually increases with the increase of shut-in time. These conclusions can guide wax prevention during the testing of deep water oil well, to ensure the success of the test. 展开更多
关键词 deep water oil and gas development oil well testing wellbore WAX PRECIPITATION temperature FIELD pressure FIELD WAX PRECIPITATION REGION PREDICTION
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Swelling/extraction test of Russian reservoir heavy oil by liquid carbon dioxide
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作者 LOBANOV A A SHHEKOLDIN K A +5 位作者 STRUCHKOV I A ZVONKOV M A HLAN M V PUSTOVA E J KOVALENKO V A ZOLOTUKHIN A B 《Petroleum Exploration and Development》 2018年第5期918-926,共9页
The mass transfer between heavy oil and liquid carbon dioxide and the changes of the heavy phase(mixture of heavy oil and CO_2) and light phase(pure CO_2) in the mixture were tested in lab with heavy oil samples from ... The mass transfer between heavy oil and liquid carbon dioxide and the changes of the heavy phase(mixture of heavy oil and CO_2) and light phase(pure CO_2) in the mixture were tested in lab with heavy oil samples from Russia. The experimental results showed that the heavy oil hardly expanded when the concentration of carbon dioxide in the mixture was 10%. When the concentration of carbon dioxide was higher than 26%, the volume of the heavy phase decreased, and the viscosity of the heavy phase increased exponentially as the light components extracted from the heavy oil exceeded the carbon dioxide saturated in the heavy oil. When the concentration of carbon dioxide in the mixture was 26%, the effect of viscosity reducing to the heavy phase was the strongest. The density of the light and heavy phases, volume factor, and solubility of gas and flash viscosity of heavy phase all increased with the rise of carbon dioxide concentration in the mixture. The best concentration of carbon dioxide in the mixture was 26%, when the heavy oil expanded the most and the viscosity of the heavy phase was the lowest. When the concentration of carbon dioxide in the mixture was between 10% and 26%, the volume of the light phase was the smallest and the oil displacement effect was the best. 展开更多
关键词 enhanced oil recovery liquid CO2 heavy oil SWELLING test EXTRACT test phase behavior
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济阳坳陷页岩油注二氧化碳开发技术 被引量:1
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作者 李阳 祝仰文 +8 位作者 李宗阳 蒋廷学 薛兆杰 沈子齐 肖朴夫 于洪敏 程紫燕 赵清民 张庆福 《石油勘探与开发》 EI CAS CSCD 北大核心 2024年第4期855-864,共10页
围绕页岩油注CO_(2)开发存在的问题,通过室内实验、数值模拟与压裂工艺相结合的方式,开展了页岩油注CO_(2)萃取置换机理、CO_(2)前置液对页岩力学性质影响的室内实验,模拟了CO_(2)前置压裂和吞吐补能对开发效果的影响,并将成果应用于CO_... 围绕页岩油注CO_(2)开发存在的问题,通过室内实验、数值模拟与压裂工艺相结合的方式,开展了页岩油注CO_(2)萃取置换机理、CO_(2)前置液对页岩力学性质影响的室内实验,模拟了CO_(2)前置压裂和吞吐补能对开发效果的影响,并将成果应用于CO_(2)前置压裂和单井吞吐矿场实践。研究表明:CO_(2)吞吐作用效果受微纳尺度效应及干酪根、吸附油存在等的影响,适当延长焖井时间可提高原油动用程度。在CO_(2)“注、焖”阶段,CO_(2)通过溶解扩散和传质作用提高重烃的动用程度,在CO_(2)“吐”的阶段,CO_(2)主要将较大孔隙中的原油排出至周边更大的孔隙或层理缝中流入生产井。注入CO_(2)前置液有助于保持岩心脆性,降低破裂压力,CO_(2)易沿层理面滤失,从而提高裂缝复杂程度。前置CO_(2)注入量增加会提升增能效果,从而增强地层能量的补充作用。页岩基质渗透率越低、地层压力越低、原油重烃含量越高,注CO_(2)吞吐开发后,采收率提高幅度越大。矿场实践表明,CO_(2)前置压裂后压力保持良好,单井CO_(2)吞吐后可有效补充地层能量,提高单井产能,效果良好。 展开更多
关键词 页岩油 CO_(2) 前置压裂 吞吐补能 室内实验 矿场试验 开发效果 提高采收率
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Field Test of Electrochemical Degradation and Oil-Removal Technology Used the Treatment of Wastewater Containing Polymer in Offshore Oilfield
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作者 Mengying Yang Qing Li +2 位作者 Xianqing Yin Lei Zhai Bo Jing 《Journal of Water Resource and Protection》 2015年第17期1409-1415,共7页
Aimed at the current treatment status of the polymer-flooding wastewater in Bohai oilfield, electrochemical technology used for polymer-degradation and oil-removal was researched. It formed the process flow of cyclone... Aimed at the current treatment status of the polymer-flooding wastewater in Bohai oilfield, electrochemical technology used for polymer-degradation and oil-removal was researched. It formed the process flow of cyclone mixed dosing → electrochemical removal oil → inclined tube removal oil → walnut shell filter, and a set of skid mounted wastewater containing polymer treatment plant was designed and manufactured, which was used for the field test of electrochemical treatment of wastewater containing polymer in offshore oilfield. The result shows that the oil removal rate of the electrochemical treatment process is over 98%, and the synergistic effect is significant especially used in conjunction with water clarifier of BHQ-04. When the amount of water clarifier is 50 - 150 mg/L, the oil content, the median particle diameter and the suspended solids content of the filtered water is 8 - 18 mg/L, 1.9 - 2.26 μm and 1.39 - 2.04 mg/L respectively, which reach the scene water quality standards for water injection. 展开更多
关键词 ELECTROCHEMICAL Removal oil WASTEWATER CONTAINING POLYMER SYNERGISTIC Effect Field test
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一起220kV变压器绝缘电阻降低原因排查及处理
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作者 王超 张亚杰 +1 位作者 石润山 赵辉 《变压器》 2024年第8期51-54,共4页
本文中作者针对一起220kV变压器运行中绝缘电阻降低的原因排查,结合试验数据采取了正确的排查流程,查明了故障点,分析了故障原因并提出了相关建议。
关键词 变压器 绝缘电阻 气压试漏 绝缘油色谱
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数据融合策略在食用油真实性鉴别中的研究与应用进展
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作者 李艳坤 张伟 刘彦伶 《轻工学报》 CAS 北大核心 2024年第5期50-59,共10页
对基于光谱、质谱、色谱等检测技术的数据融合策略及其在食用油真实性鉴别中的研究及应用现状进行综述,指出:目前,广泛应用于食用油真实性鉴别的检测技术包括光谱、色谱、质谱、电子传感器等。然而,单一检测技术往往只关注某一特定的数... 对基于光谱、质谱、色谱等检测技术的数据融合策略及其在食用油真实性鉴别中的研究及应用现状进行综述,指出:目前,广泛应用于食用油真实性鉴别的检测技术包括光谱、色谱、质谱、电子传感器等。然而,单一检测技术往往只关注某一特定的数据或指标,当食用油所含成分较复杂时,无法充分消除叠加效应、基线漂移、噪声等问题。数据融合策略分为数据层融合、特征层融合和决策层融合三类,结合化学计量学方法可以综合不同检测技术获取的数据,提取更丰富的数据特征信息,从而提高食用油真实性的鉴别效果。不同的新型检测技术之间,或将其与传统光谱、质谱、色谱等检测技术之间进行数据融合,可以快速、准确地实现食用油掺伪鉴别、品种分类和产地溯源,未来可就改进现有分析方法、结合深度学习算法开发新型融合算法、引入云计算提高食用油鉴别实时性等方面进行深入研究,以推动数据融合策略在食用油真实性鉴别领域的发展与创新。 展开更多
关键词 数据融合 食用油 真实性鉴别 检测技术 化学计量学
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超临界多元流体模拟实验研究
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作者 刘宗恩 赵希春 +1 位作者 石性军 陈琳 《化工设计通讯》 CAS 2024年第7期112-114,共3页
随着油气勘探开发的不断发展,井深逐步加大,压力、温度也逐步升高,伴随着蒸汽吞吐、蒸汽驱特别是火烧油层等技术的应用,开采层的温度、压力可能达到水的超临界点。由于超临界水有很多性质,如具有极强的氧化能力,可以溶解很多物质(比如... 随着油气勘探开发的不断发展,井深逐步加大,压力、温度也逐步升高,伴随着蒸汽吞吐、蒸汽驱特别是火烧油层等技术的应用,开采层的温度、压力可能达到水的超临界点。由于超临界水有很多性质,如具有极强的氧化能力,可以溶解很多物质(比如油),能够缓慢地溶解腐蚀几乎所有金属,具有超级催化作用,这些性质对油藏的开发有着极大的影响。超临界多元流体模拟实验系统可以在室内条件下,通过模拟实际深井条件,进行超临界多元流体对原油采收的影响的探索;进行超临界多元流体对油、套管及地层的腐蚀影响的研究。 展开更多
关键词 超临界多元流体 油田开发 原油采收 测试系统
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苏北页岩油二氧化碳强压质换技术
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作者 吴壮坤 张宏录 池宇璇 《石油钻探技术》 CAS CSCD 北大核心 2024年第4期87-93,共7页
为了保持苏北页岩油藏能量,降低产量递减率,提高页岩油藏采收率,研究了苏北页岩油CO_(2)强压质换技术。采用苏北页岩油藏岩心进行了室内试验,分析了CO_(2)注入压力、焖井时间对原油采出程度的影响,CO_(2)注入量对原油采收率的影响;采用... 为了保持苏北页岩油藏能量,降低产量递减率,提高页岩油藏采收率,研究了苏北页岩油CO_(2)强压质换技术。采用苏北页岩油藏岩心进行了室内试验,分析了CO_(2)注入压力、焖井时间对原油采出程度的影响,CO_(2)注入量对原油采收率的影响;采用数值模拟软件,进行了SD1J井注入时机、注入量、注入速度及焖井时间的优化,并进行了SD1J井注超大量CO_(2)强压质换技术现场试验。SD1J井措施后自喷正常生产,产液量由38.6 t/d降至30.3 t/d,产油量由14.0 t/d升至29.2 t/d,含水率由63.8%降至3.5%。研究表明,CO_(2)强压质换技术能够提高页岩油藏地层能量和降低产量递减率,为提高页岩油藏开发效果提供了一种新的技术途径。 展开更多
关键词 页岩油 二氧化碳 强压质换 采收率 现场试验
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6种植物油料油脂的品质及氧化稳定性研究
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作者 王亚萍 姚小华 +4 位作者 曹永庆 常君 任华东 张成才 王开良 《中国油脂》 CAS CSCD 北大核心 2024年第9期50-58,65,共10页
为拓宽我国植物油料的开发利用途径,测定了薄壳山核桃、油茶、香榧、核桃、花生、油菜等6种植物种子的含油率及其油脂的总酚、生育酚含量和脂肪酸组成,并采用加速氧化试验对其油脂的氧化稳定性进行评价,探究了各项品质指标与氧化稳定性... 为拓宽我国植物油料的开发利用途径,测定了薄壳山核桃、油茶、香榧、核桃、花生、油菜等6种植物种子的含油率及其油脂的总酚、生育酚含量和脂肪酸组成,并采用加速氧化试验对其油脂的氧化稳定性进行评价,探究了各项品质指标与氧化稳定性指标的相关性。结果表明:薄壳山核桃仁的含油率最高(73.07%),且其油脂的总酚含量最高(12.6 mg/kg),香榧籽油的生育酚总量最高(114.90 mg/100 g);6种植物油中有5种共同脂肪酸,分别为棕榈酸、硬脂酸、油酸、亚油酸和花生烯酸;6种植物油中,薄壳山核桃油的氧化稳定性最强,其酸值、过氧化值、共轭二烯值、共轭三烯值、羰基值的变化幅度均较小,氧化诱导时间(OSI值)处于最高水平,核桃油的变化幅度较大;加速氧化过程中6种植物油的油酸、亚油酸、不饱和脂肪酸、饱和脂肪酸含量均无明显变化;油脂的OSI值与油酸、生育酚、总酚含量呈显著正相关,与亚油酸、亚麻酸含量呈显著负相关。综上,薄壳山核桃含油率高,薄壳山核桃油含有较高的总酚含量和较好的氧化稳定性,是一种优质的食用油,可作为营养保健油开发利用。 展开更多
关键词 木本植物油 品质指标 加速氧化试验 氧化稳定性 相关性分析
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牛至精油的提取工艺优化及成分分析
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作者 王莹 刘晨曦 +5 位作者 王新炎 何际芳 李豪辉 贾陆 刘伟 薛刚 《农学学报》 2024年第8期56-62,共7页
研究旨在优化传统水蒸气蒸馏和同时蒸馏萃取2种方法提取牛至草中精油的工艺条件。通过单因素和正交实验优化提取参数,并对精油进行GC/MS分析。结果表明,水蒸气蒸馏法和同时蒸馏萃取法2种方法的最佳提取工艺为盐基度1%,提取时间度1.5 h,... 研究旨在优化传统水蒸气蒸馏和同时蒸馏萃取2种方法提取牛至草中精油的工艺条件。通过单因素和正交实验优化提取参数,并对精油进行GC/MS分析。结果表明,水蒸气蒸馏法和同时蒸馏萃取法2种方法的最佳提取工艺为盐基度1%,提取时间度1.5 h,料液比1:6,在该条件下提取得率分别为0.486 g/100 g和0.608 g/100 g。水蒸气蒸馏法所得精油中烷类16种、烯类6种、醇类4种、酚类3种、酮类1种,含量占比分别为74.366%、6.263%、1.245%、12.684%、0.449%;同时蒸馏萃取法所得精油中烷类20种、烯类9种、醇类5种、酚类3种、酮类1种,含量分别占比60.127%、12.597%、2.795%、22.147%、0.936%。同时蒸馏萃取得到的精油组分种类和主要抑菌成分的含量明显多于水蒸气蒸馏法所得精油组分种类和含量。主要抑菌成分百里香酚、伞花烃、γ-松油烯、香芹酚和α-水芹烯在水蒸气蒸馏所得精油中的含量分别为8.492%、3.286%、2.551%、2.143%和0.206%,在同时蒸馏萃取所得精油中的含量分别为13.925%、5.218%、4.509%、4.14%和0.36%。采用本研究所得最佳工艺所得精油得率高,可为企业生产制备牛至精油提供参考。 展开更多
关键词 牛至精油 工艺优化 成分分析 正交试验
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苏北盆地页岩油注水吞吐增产实践与认识
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作者 许国晨 杜娟 祝铭辰 《油气藏评价与开发》 CSCD 北大核心 2024年第2期256-266,共11页
苏北盆地金湖凹陷BG区块页岩油压裂后产量递减快、开发效果差,衰竭开发后期如何有效提高单井评估的最终可采储量是能够效益开发的关键。国内外通常采用CO_(2)吞吐的方法进行后期增产,但由于成本较高,效果差异较大,并未广泛使用。在结合B... 苏北盆地金湖凹陷BG区块页岩油压裂后产量递减快、开发效果差,衰竭开发后期如何有效提高单井评估的最终可采储量是能够效益开发的关键。国内外通常采用CO_(2)吞吐的方法进行后期增产,但由于成本较高,效果差异较大,并未广泛使用。在结合BG区块地质特征的基础上,通过岩心核磁、扫描电镜、试井分析等方法开展页岩油注水吞吐增产机理研究,明确了注水吞吐具有大幅提高渗吸动用孔隙(1~100nm)中页岩油、改善页岩油储层孔渗条件的作用,结合苏北盆地页岩油较好的亲水性、含油性、储层裂缝较为发育三大特点,提出页岩油注水吞吐技术手段,并开展矿场试验。截至目前,2口试验井累计增油量超过7600t,具有较好的应用前景和经济效益,对苏北盆地页岩油衰竭开采后期低成本效益增产具有指导意义。 展开更多
关键词 页岩油 渗吸 核磁共振 扫描电镜 试井 注水吞吐
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过滤吸油用PP/PE双组分熔喷非织造布的性能测试研究
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作者 赵博 《合成纤维工业》 CAS 2024年第2期97-101,共5页
以不同质量比的聚丙烯(PP)、聚乙烯(PE)为原料制得PP/PE双组分熔喷非织造布,测试分析了PP/PE双组分熔喷非织造布的性能。结果表明:PP/PE双组分熔喷非织造布的纤网呈现蓬松杂乱的三维结构,纤维直径较细,孔隙率较高;随着PE添加比例增大,PP... 以不同质量比的聚丙烯(PP)、聚乙烯(PE)为原料制得PP/PE双组分熔喷非织造布,测试分析了PP/PE双组分熔喷非织造布的性能。结果表明:PP/PE双组分熔喷非织造布的纤网呈现蓬松杂乱的三维结构,纤维直径较细,孔隙率较高;随着PE添加比例增大,PP/PE双组分熔喷非织造布的面密度和厚度增大,拉伸断裂强力、顶破强力略有下降,硬挺度下降,透气性增大;当PP/PE质量比为73时,PP/PE双组分熔喷非织造布的水接触角在129°左右,吸油倍数为18.75,20 s内吸油高度为1.7 mm,空气过滤效率为56.82%,综合性能较好,可应用于过滤、吸油等领域。 展开更多
关键词 聚丙烯/聚乙烯纤维 熔喷法非织造布 过滤性能 吸油性能 测试
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油田用纤维增强塑料压力容器的应用及研究进展
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作者 陈绍云 王赤宇 +5 位作者 刘百春 燕自峰 郑民君 黄红俊 张立 张丽萍 《天然气与石油》 2024年第1期93-101,共9页
纤维增强塑料压力容器具有耐腐蚀性好、比强度高、耐疲劳性好、质量轻、易于成型、保温性好等优点,近年来逐渐应用于油气处理领域。首先,对纤维增强塑料压力容器在国内油田的应用现状和成型工艺进行了介绍;其次,对影响纤维增强塑料压力... 纤维增强塑料压力容器具有耐腐蚀性好、比强度高、耐疲劳性好、质量轻、易于成型、保温性好等优点,近年来逐渐应用于油气处理领域。首先,对纤维增强塑料压力容器在国内油田的应用现状和成型工艺进行了介绍;其次,对影响纤维增强塑料压力容器性能的因素进行了分析总结;然后,对纤维增强塑料压力容器的相关标准进行了介绍,并对国内外纤维增强塑料压力容器无损检测技术的相关研究进行了综述;最后,对纤维增强塑料压力容器在油田的发展趋势进行了展望。 展开更多
关键词 纤维缠绕 复合材料 压力容器 油气分离 无损检测
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深度学习网络在非常规油气开发中的应用研究
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作者 李道伦 查文舒 +5 位作者 刘旭亮 李祥 沈路航 周霞 郝玉祥 汪欢 《非常规油气》 2024年第6期1-7,共7页
以深度学习为代表的人工智能已被公认为是石油勘探开发技术转型升级的关键核心技术。借助深度学习强大的学习能力,试井解释正在向模型自动识别及试井自动解释方向快速演化;早期的产量预测多基于已知的特征,从实测数据中自动提取特征的... 以深度学习为代表的人工智能已被公认为是石油勘探开发技术转型升级的关键核心技术。借助深度学习强大的学习能力,试井解释正在向模型自动识别及试井自动解释方向快速演化;早期的产量预测多基于已知的特征,从实测数据中自动提取特征的研究引发关注,仅基于井口压力的产量预测已取得积极进展;以多点地质统计为基础的数字岩心重建方法正被生成对抗网络所取代,但如何满足裂缝、孔隙度及渗透率等约束仍是难题;偏微分方程求解正经历着颠覆性变化,基于非线性方程的传统求解方法正迎来智能求解时代。基于物理本质,单一的神经网络结构正在向复杂网络结构演化。随着人工智能技术的不断发展,大型模型将成未来趋势。因此,相关研究多头并进,加强数据收集,构建大型模型,是我国未来智慧油气开发的核心任务。 展开更多
关键词 深度学习 油气开发 试井解释 产量预测 人工智能
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