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Prediction of proppant distribution as a function of perforation orientations 根据射孔方向预测支撑剂分布情况
IF 2.2 4区 工程技术 Q3 ENERGY & FUELS Pub Date : 2023-12-12 DOI: 10.1007/s13202-023-01724-0
Shabeeb Alajmei
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引用次数: 0
Differences in the permeability assessment of the fractured reservoir rocks using the conventional and the rough discrete fracture network modeling 使用常规和粗略离散裂缝网络模型评估裂缝储层岩石渗透率的差异
IF 2.2 4区 工程技术 Q3 ENERGY & FUELS Pub Date : 2023-12-11 DOI: 10.1007/s13202-023-01725-z
Di Shi, Xin Chang, Liping Li, Mingyang Wu, Rui Song, Yintong Guo, Jupeng Tang, Jianjun Liu
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引用次数: 0
Identification of challenging gas-bearing reservoir based on machine learning (ML) and computed conversion-based AVO analysis: a study from Jaisalmer Sub-basin, India 基于机器学习 (ML) 和基于计算转换的 AVO 分析的挑战性含气储层识别:印度 Jaisalmer 次盆地的一项研究
IF 2.2 4区 工程技术 Q3 ENERGY & FUELS Pub Date : 2023-12-09 DOI: 10.1007/s13202-023-01721-3
Nabanita Pradhan, S. Datta Gupta
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引用次数: 0
Vertical height growth mechanism of hydraulic fractures in laminated shale oil reservoirs based on 3D discrete lattice modeling 基于三维离散晶格建模的层状页岩油藏水力裂缝垂直高度增长机制
IF 2.2 4区 工程技术 Q3 ENERGY & FUELS Pub Date : 2023-12-08 DOI: 10.1007/s13202-023-01733-z
Xin Chang, Xingyi Wang, Chunhe Yang, Yintong Guo, Kai Wei, Qiang Li, Chengbai Jiang

Bedding planes are abundant in shale oil reservoirs, but the intrinsic mechanism of fracture-height containment by these weak interfaces remains unclear. To investigate the effects of interface properties, stress conditions, and fracturing fluid viscosity on the vertical propagation of fracture heights in laminated shale oil reservoirs, a three-dimensional hydro-mechanical coupling numerical model was developed. The model is based on the 3D discrete lattice algorithm (DLA), which replaces the balls and contacts in the conventional synthetic rock mass model (SRM) with a lattice consisting of spring-connected nodes, resulting in improved computational efficiency. Additionally, the interaction between hydraulic fractures and bedding planes is automatically computed using a smooth joint model (SJM), without making any assumptions about fracture trajectories or interaction conditions. The results indicate that a higher adhesive strength of the laminated surface promotes hydraulic fracture propagation across the interface. Increasing the friction coefficient of the laminated surface from 0.15 to 0.91 resulted in a twofold increase in the fracture height. Furthermore, as the difference between vertical and horizontal principal stresses increased, the longitudinal extension distance of the fracture height significantly increased, while the activated area of the laminar surface decreased dramatically. Moreover, increasing the viscosity of the fracturing fluid led to a decrease in filtration loss along the laminar surface of the fracture and a rapid increase in net pressure, making the hydraulic fracture more likely to cross the laminar surface directly. Therefore, for heterogeneous shale oil reservoirs, a reverse-sequence fracturing technique has been proposed to enhance the length and height of the fracture. This technique involves using a high-viscosity fracturing fluid to increase the fracture height before the main construction phase, followed by a low-viscosity slickwater fracturing fluid to activate the bedding planes and promote fracture complexity. To validate the numerical modeling results, five sets of laboratory hydraulic fracturing physical simulations were conducted in Jurassic terrestrial shale. The findings revealed that as the vertical stress difference ratio increased from 0.25 to 0.6, the vertical fracture area increased by 1.98 times. Additionally, increasing both the injection displacement and the viscosity of the fracturing fluid aided in fracture height crossing of the laminar facies. These results from numerical simulation and experimental studies offer valuable insights for hydraulic fracturing design in laminated shale oil reservoirs.

页岩油藏中存在大量垫层,但这些薄弱界面对压裂高度的内在约束机制仍不清楚。为了研究界面性质、应力条件和压裂液粘度对层状页岩油藏压裂高度垂直传播的影响,开发了一种三维水力机械耦合数值模型。该模型基于三维离散晶格算法(DLA),用弹簧连接节点组成的晶格取代了传统合成岩体模型(SRM)中的球和接触点,从而提高了计算效率。此外,水力裂缝与基底面之间的相互作用是通过平滑接合模型(SJM)自动计算的,无需对裂缝轨迹或相互作用条件做出任何假设。结果表明,层状表面的粘合强度越高,水力断裂越容易在界面上传播。将层压表面的摩擦系数从 0.15 提高到 0.91 会导致断裂高度增加两倍。此外,随着垂直和水平主应力差的增加,断裂高度的纵向延伸距离显著增加,而层状表面的活化面积则急剧下降。此外,压裂液粘度的增加导致沿压裂层理面的过滤损失减少,净压力迅速增加,使水力压裂更有可能直接穿过层理面。因此,针对异质页岩油藏,有人提出了一种逆序压裂技术,以提高裂缝的长度和高度。该技术包括在主要施工阶段之前使用高粘度压裂液来增加裂缝高度,然后使用低粘度滑油压裂液来激活层理平面并提高裂缝复杂性。为验证数值建模结果,在侏罗纪陆相页岩中进行了五组实验室水力压裂物理模拟。结果显示,当垂直应力差比从 0.25 增加到 0.6 时,垂直压裂面积增加了 1.98 倍。此外,增加注入位移和压裂液粘度都有助于层状面的压裂高度穿越。这些数值模拟和实验研究结果为层状页岩油藏的水力压裂设计提供了宝贵的启示。
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引用次数: 0
A new approach based on VIKOR and Monte-Carlo algorithms for determining the most efficient enhanced oil recovery methods: EOR screening 一种基于VIKOR和蒙特卡罗算法的新方法,用于确定最有效的提高采收率方法:EOR筛选
IF 2.2 4区 工程技术 Q3 ENERGY & FUELS Pub Date : 2023-12-01 DOI: 10.1007/s13202-023-01726-y
Maryam Hajinorouz, Seyed Enayatollah Alavi

Most of oil reservoirs in the world have faced decrease in production and they are in the second half of their life cycle. Therefore, tertiary and enhanced oil recovery (EOR) techniques are needed for continuous production from these reservoirs. As choosing the most appropriate EOR methods for a reservoir is a challenging task for reservoir engineers, screening of EOR approaches is of high importance before any full field simulation and experiments. Enhanced oil recovery screening is a multiple criteria decision-making (MCDM) problem and hence, a systematic statistical algorithm based on MCDM can be used for this purpose. In this study, for the first time, a new EOR screening method is proposed by using VIKOR and Monte-Carlo algorithms. The approach used a large database of successful EOR projects around the world and was applied to 12 various EOR methods including a wide range of conditions and properties. Pre-processing was performed on the gathered database and then based on reservoir engineering analyses and using a pairwise comparison matrix, initial weights were considered for the parameters in each EOR method. Afterward, these weights were used in the proposed VIKOR MCDM calculation algorithm and the corresponding numerical values of EOR techniques for each reservoir were obtained. Finally, the EOR method with the highest corresponding value was selected as the most suitable method. Results demonstrated that by using the presented approach, a high classification accuracy of 98% was obtained for different cases, which shows the proficiency and robustness of the developed screening algorithm. In addition, the reliability of the developed method was validated using data obtained from 11 oil reservoirs in the southwest of Iran. Also, the results were compared with the results of previous studies and they were in a very good match. The developed approach is less expensive and faster than full field simulation method and can be used as an efficient EOR screening approach for reservoirs with different properties in the world.

世界上大多数油藏都面临着产量下降的问题,处于其生命周期的后半段。因此,需要采用三次油藏和提高采收率(EOR)技术来实现这些油藏的连续生产。对于油藏工程师来说,为油藏选择最合适的提高采收率方法是一项具有挑战性的任务,因此在进行全油田模拟和实验之前,对提高采收率方法进行筛选非常重要。提高采收率筛分是一个多标准决策(MCDM)问题,因此,基于MCDM的系统统计算法可用于此目的。本文首次提出了一种利用VIKOR和蒙特卡罗算法进行提高采收率筛选的新方法。该方法使用了世界各地成功提高采收率项目的大型数据库,并应用于12种不同的提高采收率方法,包括各种条件和性质。对收集到的数据库进行预处理,然后根据油藏工程分析和两两比较矩阵,考虑每种提高采收率方法参数的初始权重。然后,将这些权重用于提出的VIKOR MCDM计算算法中,得到每个储层相应的提高采收率技术数值。最后选择对应值最高的提高采收率方法作为最合适的方法。结果表明,该方法在不同情况下的分类准确率均达到98%以上,显示了该筛选算法的熟练度和鲁棒性。此外,利用伊朗西南部11个油藏的数据验证了所开发方法的可靠性。并且将研究结果与以往的研究结果进行了比较,结果非常吻合。该方法比全场模拟方法成本低、速度快,可作为世界上不同性质储层的有效提高采收率筛选方法。
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引用次数: 0
An algorithm to improve magnetic ranging accuracy for cluster horizontal wells with narrow spacings 一种提高窄间距水平井簇磁测距精度的算法
IF 2.2 4区 工程技术 Q3 ENERGY & FUELS Pub Date : 2023-11-25 DOI: 10.1007/s13202-023-01722-2
Binbin Diao, Deli Gao, Sen Zhang, Zhe Liu

In order to realize the efficient development of unconventional oil and gas, the measurement accuracy of wellbore spacing in the drilling of parallel horizontal wells is more and more required. Although the Rotating Magnet Ranging System or Magnetic Guidance Tool is used to achieve a good ranging effect in the drilling of dual horizontal wells, the position measurement of the magnetic sub leads to a large ranging error. A new ranging algorithm for the Two Sensor Packages-Rotating Magnet Ranging System is presented in this paper. The algorithm takes the magnetic signal generated by the rotation of the magnetic sub at a fixed position, the tilt measurement data of the two wells, the length of the magnetic sub, and the distance between the two fluxgate sensors as input parameters to avoid measuring the position of the magnetic sub and to reduce the influence of the degree of non-parallelism and the length of the magnetic sub. The simulation and experiment demonstrate that the inclination and azimuth angles of the two wells have a significant impact on the magnetic ranging results when the ranging well sections are not parallel and that the distance between the bottom of the drill bit and the center of the magnetic sub cannot be ignored. Moreover, the accuracy of the relative distance calculated by this new algorithm can reach 97%, and the error of direction calculation is less than 3°. Applying this algorithm in the field can successfully aid in controlling the spacing of cluster horizontal wells more accurately.

为了实现非常规油气的高效开发,对平行水平井钻井中井筒间距的测量精度提出了越来越高的要求。在双水平井钻井中,虽然采用旋转磁体测距系统或磁导工具实现了较好的测距效果,但磁短节的位置测量导致测距误差较大。提出了一种适用于双传感器包旋转磁体测距系统的新型测距算法。该算法取磁短节在固定位置旋转产生的磁信号、两井倾斜度测量数据、磁短节长度、和两个磁通门传感器之间的距离作为输入参数,以避免测量磁子的位置和减少的影响程度的non-parallelism和磁子的长度。仿真和实验证明了倾角和方位角度的两个井磁测距结果产生重大影响时,测距以及部分不平行,钻头的底部之间的距离和的中心磁性接头是不容忽视的。该算法计算的相对距离精度可达97%,方向计算误差小于3°。将该算法应用于现场,可以更准确地控制水平井簇间距。
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引用次数: 0
Sub-basalt hydrocarbon prospect assessment in Peninsular India using seaward dipping reflectors 利用向海倾斜反射器评价印度半岛玄武岩下油气远景
IF 2.2 4区 工程技术 Q3 ENERGY & FUELS Pub Date : 2023-11-21 DOI: 10.1007/s13202-023-01719-x
Harish C. Srivastava, Saurabh Mittal, Tony Kalra, Rajinder Parshad

Conventionally, volcanic margins have been considered devoid of hydrocarbon, but many discoveries and research in recent past have proved the presence of hydrocarbon prospects within them. However, hydrocarbon exploration within volcanic margin is constrained by seismic imaging. Further, identification of continent to oceanic boundary (COB) is critical to hydrocarbon search as hydrocarbon is found mostly over continental crust. Seaward dipping reflectors, associated with volcano-sedimentary sequences, located along rifted continental margins and represented by highly dipping strong amplitude seismic reflectors, play an important role to study volcanic margins. Keeping in view the problems of hydrocarbon exploration within volcanics, seaward dipping reflectors (SDRs) in Indian context have been studied in detail in this paper. It facilitates mapping of continent-oceanic boundary (COB). It has impact on hydrocarbon prospectivity in volcanic margins as it can provide formidable seal and secondary induced maturity. In India, several discoveries have been made in volcanic margins along west coast, from weathered, fractured basalt and sub-basalt sediments. In the present work, long offset regional seismic data (18 dip lines and 1 cross line), along east coast, have been interpreted. SDRs help in hydrocarbon prospectivity assessment for both discrimination of interbedded sediments and preferential accumulation of hydrocarbon. Mapping of linear features not only helped to demarcate COB but also their presence at 6–10 km depth. For the first time, such comprehensive study on SDRs has been done along Indian peninsular region with indications for hydrocarbon prospectivity at deeper levels along Indian peninsular region.

传统上,火山边缘被认为是不含油气的,但最近的许多发现和研究证明,火山边缘存在油气远景。然而,火山边缘油气勘探受到地震成像的制约。此外,由于油气主要在大陆地壳上发现,陆-洋边界的识别对油气勘探至关重要。以大倾角强振幅地震反射体为代表的裂谷大陆边缘火山-沉积层序向海倾斜反射体,对火山边缘研究具有重要意义。针对火山岩油气勘探中存在的问题,对印度地区的向海倾斜反射体进行了详细的研究。它有助于绘制大陆-海洋边界(COB)。它能提供强大的封闭性和次生诱导成熟度,对火山岩边缘油气远景具有重要影响。在印度,在沿西海岸的火山边缘,从风化的、断裂的玄武岩和次玄武岩沉积物中发现了几个矿藏。本文对东岸长偏移区域地震资料(18条倾角线和1条交叉线)进行了解释。sdr有助于油气远景评价,既有利于层间沉积的判别,也有利于油气的优先聚集。线性地物的绘制不仅有助于确定COB,而且有助于确定它们在6-10 km深度的存在。这是首次在印度半岛地区对特别提款权进行了全面的研究,并在印度半岛地区的更深层次上显示了油气远景。
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引用次数: 0
Correction to: Probabilistic estimation of hydraulic fracture half-lengths: validating the Gaussian pressure-transient method with the traditional rate transient analysis-method (Wolfcamp case study) 修正:水力裂缝半长概率估计:高斯压力-暂态方法与传统速率暂态分析方法的验证(Wolfcamp案例研究)
IF 2.2 4区 工程技术 Q3 ENERGY & FUELS Pub Date : 2023-11-15 DOI: 10.1007/s13202-023-01711-5
Dandi Alvayed, Mohammed Sofian Ali Khalid, Moaz Dafaalla, Ahmed Ali, Ahmed Farid Ibrahim, Ruud Weijermars
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引用次数: 0
Unsupervised machine learning model for predicting anomalies in subsurface safety valves and application in offshore wells during oil production 井下安全阀异常预测的无监督机器学习模型及其在海上油井生产中的应用
4区 工程技术 Q3 ENERGY & FUELS Pub Date : 2023-11-09 DOI: 10.1007/s13202-023-01720-4
Pedro Esteves Aranha, Nara Angelica Policarpo, Marcio Augusto Sampaio
Abstract Predicting oil well behavior regarding the integrity of its equipment during production and anticipating behavioral changes and anomalies are among the main challenges in oil production. In this context, this study focuses on the development of predictive models for real-time monitoring of well behavior using sensor data from production wells. An unsupervised Novelty and Outlier Detection model has been introduced with a specific focus on predicting instances of unexpected subsurface safety valve closures in subsea wells. This model effectively classifies anomalies observed in these systems by leveraging real-world pressure and temperature data sourced from published literature. The methodology involves the implementation of a floating window for assembling training and test sets. Additionally, a comprehensive investigation is conducted into the impact of hyperparameters and the model’s threshold value (cp threshold). The results highlight the effectiveness of the developed model, observed through the accuracy achieved around 99.9% in predicting spurious closure events of the Downhole Safety Valve. On the same dataset, previous works reported 99.9% accuracy by using long short-term memory (LSTM) autoencoder, 87.1% by using random forest, and 60% with the Decision Tree method. Looking at F1-SCORE values, the developed model performs the best, followed by the LSTM model, both of which are significantly superior to the Decision Tree and random forest models. Furthermore, the model’s applicability is validated through testing in ultradeep water subsea wells within the pre-salt area of the Santos Basin. The significance lies in the potential for this research to enhance anomaly prediction in offshore wells, consequently reducing the costly interventions due to equipment malfunctions. Timely detection and corrective actions, facilitated by the model, can mitigate production loss and safeguard well integrity, addressing critical concerns in the oil and gas industry.
如何预测油井在生产过程中设备的完整性,预测油井行为变化和异常是石油生产中的主要挑战之一。在这种情况下,本研究的重点是开发预测模型,利用生产井的传感器数据实时监测井的动态。引入了一种无监督的新奇值和离群值检测模型,该模型的重点是预测海底井中意外的地下安全阀关闭情况。该模型通过利用来自已发表文献的真实压力和温度数据,有效地对这些系统中观察到的异常进行分类。该方法包括实现一个用于组装训练集和测试集的浮动窗口。此外,对超参数和模型阈值(cp阈值)的影响进行了全面的研究。结果表明,该模型预测井下安全阀误闭事件的准确率达到99.9%左右。在相同的数据集上,以前的研究报告使用长短期记忆(LSTM)自编码器的准确率为99.9%,使用随机森林的准确率为87.1%,使用决策树方法的准确率为60%。从F1-SCORE值来看,开发的模型表现最好,其次是LSTM模型,两者都明显优于决策树和随机森林模型。此外,通过Santos盆地盐下区域的超深水海底井测试,验证了该模型的适用性。这项研究的意义在于,它有可能增强海上油井的异常预测,从而减少由于设备故障而导致的昂贵的干预措施。在该模型的帮助下,及时发现和纠正措施可以减少生产损失,保护油井完整性,解决油气行业的关键问题。
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引用次数: 0
Improvement of operating conditions and composition of streams in gas condensate stabilization unit with the aim of reducing flare gas in Sarkhon and Qeshm gas plant 以减少Sarkhon和Qeshm燃气厂火炬气为目的,对凝析气稳定装置的运行条件和流程组成进行了改进
4区 工程技术 Q3 ENERGY & FUELS Pub Date : 2023-11-08 DOI: 10.1007/s13202-023-01718-y
Farshad Farahbod
Abstract The gas condensate is one of the most valuable products of gas refineries. In unit 700 of the Sarkhon gas refinery, first, the gas condensate is separated from the feed. Then, the vapor pressure of the gas condensate is stabilized by de-ethanizer and de-butanizer towers. The H-701 and H-702 furnaces act as reboilers of the towers. In this research, unit 700 is simulated by HYSYS software. The product of this unit is examined to achieve desirable conditions. In addition, the best conditions are obtained to reduce the gas loss in this unit. The desirable conditions are introduced according to the operational problems of this unit. In this study, the environmental and economic loss due to the loss of hydrocarbons from the de-butanizer tower is identified. Results of this research show that the best operating temperature and pressure of the first feed are 40 °C and 29 bar, respectively. Also, the best temperature and pressure of the second feed are 20 °C and 28 bar, respectively. Also, the best temperature and pressure of the output stream from the S-701 as a feed of the T-701 are 34.35 °C and 22.51 bar, respectively.
摘要凝析油是天然气精炼厂最有价值的产品之一。在Sarkhon天然气精炼厂的700号机组中,首先将凝析气从原料中分离出来。然后通过脱乙烷塔和脱丁烷塔稳定凝析油的蒸汽压。H-701和H-702炉作为塔的再锅炉。本研究采用HYSYS软件对700单元进行仿真。对该装置的产品进行检查,以达到理想的条件。此外,还得到了降低该装置气体损失的最佳条件。根据该装置的运行问题,介绍了理想的条件。在本研究中,确定了脱丁烷塔烃类损失所造成的环境和经济损失。研究结果表明,第一次进料的最佳工作温度和压力分别为40℃和29 bar。第二进料的最佳温度和压力分别为20℃和28 bar。此外,S-701作为T-701进料的输出流的最佳温度和压力分别为34.35℃和22.51 bar。
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引用次数: 0
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Journal of Petroleum Exploration and Production Technology
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