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The Material Mix Proportion of Roadside Backfill Body (RBB) Based on Spatiotemporal Law of Ground Pressure: A Case Study 基于地压时空规律的路边回填体材料配比研究
4区 工程技术 Q1 Energy Pub Date : 2023-09-20 DOI: 10.1177/01445987231190786
Xinyuan Zhao, Ke Yang, Xinwang Li, Lichao Cheng
The law of ground pressure behavior can accurately guide the material proportion and performance of the roadside backfill body (RBB) in gob-side entry retaining (GER), thereby reducing the waste of materials and the cost of retaining roadway. In this study, a similar material modeling is used to verify the spatiotemporal law of the ground pressure in the engineering case of solid dense backfilling mining in Xingtai Mine, China. Based on that law, the theoretical requirements for the bearing performance of the RBB are proposed. Finally, a material mix proportion that meets the theoretical requirements is obtained by compression test, and the deformation and failure characteristics of the backfill body with that mix proportion are analyzed. The results show that the maximum pressure of the backfill body measured in Xingtai Mine is 5.5 MPa, which is about 40 m away from the coal face; after 40 m, the force on the backfill body will not increase anymore. The physical simulation experiment also proved that the ground pressure behind the coal face increases gradually and tends to be during the backfilling process, which shows certain spatiotemporal characteristics. Through the proportioning experiment, it is determined that the optimal material mix proportion of the RBB is gangue:fly ash:cement = 10:3:1, which meets the theoretical requirement that the strength of the RBB at any position is not less than the ground pressure at that position. The research results provide theoretical support for the field practice of GER in solid dense backfilling mining.
地压行为规律可以准确指导采空区侧进巷支护中路边回填体的材料配比和性能,从而减少材料浪费,降低支护巷道成本。本研究采用相似材料模型,验证了邢台矿山固体密实充填开采工程实例地压的时空规律。在此基础上,提出了RBB承载性能的理论要求。最后,通过压缩试验得到了满足理论要求的材料配合比,并对该配合比下充填体的变形破坏特性进行了分析。结果表明:在距采煤工作面约40 m处,邢台矿测得充填体最大压力为5.5 MPa;40 m后,充填体受力不再增加。物理模拟实验也证明了回填过程中采煤工作面后方地压逐渐增大并趋于大,表现出一定的时空特征。通过配合比试验,确定了RBB的最佳配合比为矸石:粉煤灰:水泥= 10:3:1,满足了RBB在任意位置的强度不小于该位置地压的理论要求。研究结果为GER在固体密实充填采矿中的现场实践提供了理论支持。
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引用次数: 1
Occurrence of deep liquid oil reservoirs in the Sichuan and Tarim basins as constrained by geological evidences and molecular simulation 基于地质证据和分子模拟的川、塔里木盆地深部液体油藏赋存状态
4区 工程技术 Q1 Energy Pub Date : 2023-09-18 DOI: 10.1177/01445987231188533
Hong Xiao, Meijun Li, Ning Wang, Chengyu Yang, Qiuya Han, Xiaoqiang Liu, Ningning Zhong, Shuichang Zhang, Nansheng Qiu
The hydrocarbon phase state of deep to ultra-deep reservoirs in the Tarim and Sichuan basins has been of great interest in oil and gas exploration. Based on a combination of molecular dynamics simulation, gold-tube pyrolysis experiments, and geological-geochemical theory, this study discusses the mechanisms governing the stability of oils in deep reservoirs from the perspectives of their reservoir accumulation histories and chemical reactions. Generally, the reason for the existence of liquid oil in the Tarim Basin is widely considered to be only controlled by external geological conditions, mainly including low geothermal gradient, absence of thermal events, low maximum reservoir temperatures, and late hydrocarbon generation process. However, this study firstly proposed that the chemical composition of oil is an internal factor for its thermal stability. The simulation results reveal that the polycondensation reactions of asphaltene will release hydrogen atoms, which can provide a necessary hydrogen source for cracking of liquid chain hydrocarbons. It means that the presence of asphaltene components can promote the cracking of chain hydrocarbons and generate methane. The normal mature oil in the Sichuan Basin generally has higher contents of asphaltenes than that of the high-mature light oil of the Tarim Basin, so more hydrogen has historically been available for the cracking of oil to gas. By looking at the accumulation histories and chemical compositions of the crude oils, this study first explains the stable long-term storage of liquid hydrocarbons in the Tarim Basin, providing important guidance for future deep to ultra-deep oil and gas exploration.
塔里木盆地和四川盆地深层至超深层储层的油气相状态一直是油气勘探的热点问题。本文采用分子动力学模拟、金管热解实验和地质地球化学理论相结合的方法,从油藏成藏历史和化学反应的角度探讨了深层油藏油稳定性的控制机制。一般认为,塔里木盆地液态油存在的原因仅受外部地质条件控制,主要包括低地温梯度、无热事件、低最高储层温度和晚生烃过程。然而,本研究首次提出了油的化学成分是影响其热稳定性的内在因素。模拟结果表明,沥青质的缩聚反应会释放出氢原子,为液态链烃的裂解提供了必要的氢源。说明沥青质组分的存在能促进链式烃的裂解,生成甲烷。四川盆地正常成熟油的沥青质含量普遍高于塔里木盆地高成熟轻质油,因此历史上有更多的氢气用于油气裂解。通过对原油成藏历史和化学成分的研究,首次解释了塔里木盆地液态烃的长期稳定储存,为今后深、超深油气勘探提供了重要指导。
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引用次数: 0
Forecasting of oil production driven by reservoir spatial–temporal data based on normalized mutual information and Seq2Seq-LSTM 基于归一化互信息和Seq2Seq-LSTM的储层时空数据驱动产量预测
4区 工程技术 Q1 Energy Pub Date : 2023-09-18 DOI: 10.1177/01445987231188161
Chuanzhi Cui, Yin Qian, Zhongwei Wu, Shuiqingshan Lu, Jiajie He
Traditional machine learning methods are difficult to accurately forecast oil production when development measures change. A method of oil reservoir production prediction based on normalized mutual information and a long short-term memory-based sequence-to-sequence model (Seq2Seq-LSTM) was proposed to forecast reservoir production considering the influence of liquid production and well spacing density. First, the marine sandstone reservoirs in the Y basin were taken as the research object to establish the sample database. Then, the feature selection was carried out according to the normalized mutual information, and liquid production, production time, equivalent well spacing density, fluidity and original formation pressure were determined as input features. Finally, a Seq2Seq-LSTM model was established to forecast reservoir production by learning the interaction from multiple samples and multiple sequences, and mining the relationship between oil production and features. The research showed that the model has a high accuracy of production prediction and can forecast the change of production when the liquid production and well spacing density change, which can provide scientific recommendations to help the oilfield develop and adjust efficiently.
当开发措施发生变化时,传统的机器学习方法难以准确预测石油产量。考虑产液量和井距密度的影响,提出了一种基于归一化互信息和长短期记忆的序列-序列模型(Seq2Seq-LSTM)的油藏产量预测方法。首先,以Y盆地海相砂岩储层为研究对象,建立样本库。然后,根据归一化互信息进行特征选择,确定产液量、生产时间、当量井距密度、流动性和原始地层压力作为输入特征。最后,建立Seq2Seq-LSTM模型,通过学习多样本、多层序的相互作用,挖掘产油与地物之间的关系,预测储层产量。研究表明,该模型具有较高的产量预测精度,能够预测出产液量和井距密度变化时的产量变化情况,为油田高效开发调整提供科学建议。
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引用次数: 0
Production prediction based on ASGA-XGBoost in shale gas reservoir 基于ASGA-XGBoost的页岩气藏产量预测
4区 工程技术 Q1 Energy Pub Date : 2023-09-18 DOI: 10.1177/01445987231193034
Xin Zhou, Qiquan Ran
The advancement of horizontal drilling and hydraulic fracturing technologies has led to an increased significance of shale gas as a vital energy source. In the realm of oilfield development decisions, production forecast analysis stands as an essential aspect. Despite numerical simulation being a prevalent method for production prediction, its time-consuming nature is ill-suited for expeditious decision-making in oilfield development. Consequently, we present a data-driven model, ASGA-XGBoost, designed for rapid and precise forecasting of shale gas production from horizontally fractured wells. The central premise of ASGA-XGBoost entails the implementation of ASGA to optimize the hyperparameters of the XGBoost model, thereby enhancing its prediction performance. To assess the feasibility of the ASGA-XGBoost model, we employed a dataset comprising 250 samples, acquired by simulating shale gas multistage fractured horizontal well development through the use of CMG commercial numerical simulation software. Furthermore, XGBoost, GA-XGBoost, and ASGA-XGBoost models were trained using the data from the training set and employed to predict the 30-day cumulative gas production utilizing the data from the testing set. The outcomes demonstrate that the ASGA-XGBoost model yields the lowest mean absolute error and offers optimal performance in predicting the 30-day cumulative gas production. Additionally, the mean absolute error of the unoptimized XGBoost model is markedly greater than that of the optimized XGBoost model, indicating that the latter, refined through the application of intelligent optimization algorithms, exhibits superior performance. The insights gleaned from this investigation have the potential to inform the development of strategic plans for shale gas oilfields, ultimately promoting the cost-effective exploitation of this energy resource.
水平钻井和水力压裂技术的进步使得页岩气作为一种重要的能源日益重要。在油田开发决策领域,产量预测分析是一个必不可少的方面。尽管数值模拟是一种流行的产量预测方法,但其耗时的性质并不适合于油田开发中的快速决策。因此,我们提出了一种数据驱动模型ASGA-XGBoost,旨在快速准确地预测水平压裂井的页岩气产量。ASGA-XGBoost的中心前提是实现ASGA来优化XGBoost模型的超参数,从而提高其预测性能。为了评估ASGA-XGBoost模型的可行性,我们使用了包含250个样本的数据集,这些样本是通过CMG商业数值模拟软件模拟页岩气多级压裂水平井开发获得的。此外,利用训练集的数据对XGBoost、GA-XGBoost和ASGA-XGBoost模型进行了训练,并利用测试集的数据预测了30天的累积产气量。结果表明,ASGA-XGBoost模型的平均绝对误差最小,在预测30天累积产气量方面具有最佳性能。另外,未优化的XGBoost模型的平均绝对误差明显大于优化后的XGBoost模型,说明优化后的XGBoost模型在应用智能优化算法后,表现出更优的性能。从这项调查中收集到的见解有可能为页岩气油田的战略计划的制定提供信息,最终促进这种能源资源的经济高效开发。
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引用次数: 0
Bilateral political relations and the security of China's energy imports 双边政治关系与中国能源进口安全
4区 工程技术 Q1 Energy Pub Date : 2023-09-18 DOI: 10.1177/01445987231199139
Wenguang Tang, Jiacheng Wang, Xiaohui Yuan, Siqi Wang, Qihui Shao, Jian Hu
As human demand for energy continues to grow, energy security has become an important research topic for national economic and social development. As the country with the highest energy demand and import in the world, China needs to ensure its energy import security in a personal way. Against this research background, this paper investigates the causal relationship between bilateral political relations and China's energy import security. This research selected HS 6-digit percentile trade data from 47 energy-exporting countries engaged in energy trade with China from 2000 to 2020. A trade gravity model was constructed to examine the impact of bilateral political relations on China's energy import security. Multiple empirical analyses were conducted using the PPMLHDFE method to investigate various aspects of the relationship. The research shows that: (1) Bilateral political relations can significantly affect China's energy trade imports. (2) The regional security situation of exporting countries and the signing of free trade agreements with China play a moderating role between bilateral political relations and energy imports. (3) In the heterogeneity analysis, the influence of bilateral political relations on China's energy trade has obvious stage characteristics, and the influence of bilateral political relations on China's energy trade is stronger in countries and regions along the Belt and Road Initiative, and there is a certain path-dependent type of China's energy imports.
随着人类对能源需求的不断增长,能源安全已成为国民经济和社会发展的重要研究课题。中国是世界上能源需求和进口最多的国家,需要从个人角度保障能源进口安全。在此研究背景下,本文考察了双边政治关系与中国能源进口安全之间的因果关系。本研究选取了与中国进行能源贸易的47个能源出口国2000 - 2020年的HS 6位数贸易数据。构建贸易引力模型,考察双边政治关系对中国能源进口安全的影响。采用PPMLHDFE方法进行了多次实证分析,探讨了关系的各个方面。研究表明:(1)双边政治关系对中国能源贸易进口具有显著影响。(2)出口国的地区安全形势和与中国签订的自由贸易协定在双边政治关系与能源进口之间起调节作用。(3)在异质性分析中,双边政治关系对中国能源贸易的影响具有明显的阶段性特征,双边政治关系对中国能源贸易的影响在“一带一路”沿线国家和地区更为强烈,中国能源进口存在一定的路径依赖类型。
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引用次数: 0
Comparison of commingled and sequential production schemes by sensitivity analysis for Gulf of Mexico Paleogene Deepwater turbidite oil fields: A simulation study 墨西哥湾古近系深水浊积岩油田混采与序采方案的敏感性比较
IF 2.7 4区 工程技术 Q1 Energy Pub Date : 2023-09-07 DOI: 10.1177/01445987231195679
Elnara Rustamzade, Wen Pan, John T. Foster, Michael Pyrcz
A commingled production scheme, where wells are simultaneously completed in multiple reservoir units, offers a cost-effective alternative worldwide. However, their behavior can be more complex than single-unit wells in sequential production. Limited completion studies exist for the unique Paleogene Gulf of Mexico fields. To aid decision-making, we conducted a numerical study using geological and reservoir models of Lower and Upper Wilcox units, based on publicly available data. Results show that commingled production maximizes per-well oil production compared to sequential schemes. Over 30 years, it provides 61% more oil recovery, and over 50 years, it yields 21% more. One-factor-at-a-time design of experiments sensitivity analysis identifies that key reservoir properties influencing oil recovery in both schemes are upper and lower unit thicknesses, facies proportion of the upper unit. Additionally, average permeability of the lower unit plays a significant role in sequential production schemes.
在多个油藏单元中同时完井的混合生产方案,在全球范围内提供了一种经济有效的替代方案。然而,在连续生产中,它们的行为可能比单井更复杂。针对墨西哥湾独特的古近系油田的完井研究有限。为了帮助决策,我们根据公开数据,使用Lower和Upper Wilcox单元的地质和储层模型进行了数值研究。结果表明,与顺序采油方案相比,混合采油方案的单井产油量最大。在30年的时间里,它的石油采收率提高了61%,在50年的时间里,它的产量提高了21%。单因素一次实验灵敏度分析设计表明,影响两种方案采收率的关键储层物性是上、下单元厚度、上单元相比例。此外,下部单元的平均渗透率在后续生产方案中起着重要作用。
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引用次数: 0
The energy-food dilemma for utilizing biofuels in low-income communities amidst the Russian–Ukrainian conflict 在俄乌冲突中低收入社区使用生物燃料的能源-粮食困境
IF 2.7 4区 工程技术 Q1 Energy Pub Date : 2023-08-31 DOI: 10.1177/01445987231198937
Aiman Albatayneh
The Russian–Ukraine war has had and will continue to impact global energy and food security; this will increase the pressure on low-income communities due to rising food costs, as some food was used for energy (i.e. cooking oil). In addition to that, rising energy demand, fuel price increases, the need for energy security, climate change, and means of lowering greenhouse gas emissions are significant considerations in all ethical discussions, particularly when considering the human right to food; there is a tension between the usage of land and availability of water and the human need for fuel, such as biofuel. Although biofuels have the potential to alleviate energy difficulties, producing and consuming such fuels raises social, economic, technological, environmental, and ethical concerns due to ethical aspects such as Rights, Duty, Virtue, Utilitarianism, and Sustainability. Furthermore, all participants bear an ethical responsibility to ensure that biofuels are produced and used appropriately, taking into account citizens’ rights to nourishment, well-being, and employment, the environmental sustainability of such fuels, as well as their capacity to reduce greenhouse gas emissions and the equitable distribution of such fuels’ costs and benefits. Using human food to produce biofuels has raised several issues since it may jeopardize the human right to enough sustenance for healthy living. In contrast, current biofuel production and use do not meet environmental sustainability requirements.
俄乌战争已经并将继续影响全球能源和粮食安全;这将增加低收入社区的压力,因为食品价格上涨,因为一些食品被用作能源(即食用油)。除此之外,不断上升的能源需求、燃料价格上涨、能源安全的需要、气候变化以及降低温室气体排放的手段是所有伦理讨论中的重要考虑因素,特别是在考虑食物权的人权时;土地的使用和水的可用性与人类对燃料(如生物燃料)的需求之间存在紧张关系。尽管生物燃料有可能缓解能源困难,但由于权利、义务、美德、功利主义和可持续性等伦理方面的问题,生产和消费这种燃料引起了社会、经济、技术、环境和伦理方面的关注。此外,所有参与者都有责任确保生物燃料的适当生产和使用,同时考虑到公民的营养、福祉和就业权利,这种燃料的环境可持续性,以及它们减少温室气体排放的能力,以及这种燃料的成本和收益的公平分配。利用人类粮食生产生物燃料引发了若干问题,因为它可能危及健康生活所需足够食物的人权。相比之下,目前的生物燃料生产和使用不符合环境可持续性要求。
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引用次数: 0
Rethinking the governance of geothermal power industry: The roadmap for sustainable development 地热能产业治理再思考:可持续发展的路线图
IF 2.7 4区 工程技术 Q1 Energy Pub Date : 2023-07-16 DOI: 10.1177/01445987231185885
M. Alsaleh, A. Abdul-Rahim
The European geothermal heating market, at one time dominated by only a handful of countries, is set to experience a purple patch in the coming years as governments scramble to find an affordable alternative to expensive gas-fired heating. The primary focus of this study will be to investigate what effect will worldwide governance factors and economic growth on the geothermal energy output among the 27 European Countries from the time being 1996 to 2021. Using the autoregressive distributed lag, the findings shows that a significant increase in the geothermal energy industry sustainability can occur in European Union 14 (EU14) emerged economies using worldwide governance factors than in EU13 emerging economies. Among additional factors, instability in the political realm, regulatory issues in the area of quality, accountability, and voice-related issues, and the ability to curb corrupt practices contribute more positively to geothermal energy sustainability in EU14 emerged economies than in European Union 13 (EU13) emerging economies. On the other hand, government effectiveness contributes more positively to geothermal energy sustainability in EU13 emerging economies than in EU14 emerged economies. The finding implies that geothermal power sustainability in EU region countries can be significantly increased by mounting the level of worldwide governance determinants to achieve Energy Union aims by 2030. This will finally be spread to combat climate change and environmental pollution. All observations on projected calculations are valid. The confirmation was achieved with the aid of the three estimators used in the study which are the pooled mean group estimator, the mean group estimator, and the third one was dynamic fixed effect approach. This study recommended that these European countries need to put more effort in terms of being effective in worldwide governance indicators which will help in goal attainment at the societal and environmental levels. Those in charge of making laws in the European countries should get more engaged in worldwide governance scopes as this will assist in facilitating the security and sustainability of geothermal energy generation. Those in charge of making policies in the EU countries should as well lay more emphasis on the strategies that could be cointegrated and as well sustainable toward worldwide governance fractionation toward the achievement of the sustainability of geothermal power and this will drastically reduce the need or dependence on fossil fuel and emissions coming from carbon dioxide in the future time.
欧洲地热供暖市场一度仅由少数几个国家主导,但随着各国政府争相寻找价格合理的替代昂贵的燃气供暖方式,该市场将在未来几年经历一段紫色时期。本研究的主要重点将是调查1996年至2021年期间全球治理因素和经济增长对27个欧洲国家地热能产出的影响。利用自回归分布滞后,研究结果表明,使用全球治理因素,欧盟14国(EU14)新兴经济体的地热能产业可持续性比欧盟13国新兴经济体显著提高。在其他因素中,政治领域的不稳定,质量、问责制和声音相关问题领域的监管问题,以及遏制腐败行为的能力,对欧盟14国新兴经济体的地热能可持续性的贡献比欧盟13国(EU13)新兴经济体更积极。另一方面,与欧盟14个新兴经济体相比,欧盟13个新兴经济体的政府效率对地热能可持续性的贡献更为积极。这一发现意味着,通过提高全球治理决定因素的水平,到2030年实现能源联盟的目标,可以显著提高欧盟地区国家的地热能可持续性。这将最终推广到应对气候变化和环境污染。对预测计算的所有观察结果都是有效的。研究中使用了三种估计方法,即混合平均组估计方法、平均组估计方法和动态固定效应估计方法。这项研究建议,这些欧洲国家需要在有效的全球治理指标方面付出更多努力,这将有助于在社会和环境层面实现目标。欧洲国家负责制定法律的人应该更多地参与全球治理范围,因为这将有助于促进地热发电的安全性和可持续性。那些在欧盟国家负责制定政策的人也应该把更多的重点放在可以共同整合的战略上,以及对全球治理的可持续发展,对地热发电的可持续性的实现,这将大大减少对化石燃料的需求或依赖,以及未来二氧化碳的排放。
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引用次数: 2
Energy analysis of a hybrid parabolic trough collector with a steam power plant in Jordan 约旦某蒸汽电厂混合抛物槽集热器能量分析
IF 2.7 4区 工程技术 Q1 Energy Pub Date : 2023-07-12 DOI: 10.1177/01445987231188152
J. Asfar, Mohammad Alrbai, Nezar Qudah
In this work, a hybrid system consisting of a parabolic trough collector and a steam power plant is proposed. The effect of utilizing the parabolic trough collector on improving the performance of the plant and reducing fuel consumption has been studied experimentally. This study was implemented on a lab scale hybrid energy system consisting of a parabolic trough collector unit incorporated into a biomass-oil shale fired steam power plant during startup conditions. To determine the performance of this lab-scale hybrid system, the efficiency of the parabolic trough collector standalone system has been measured and the flow rate of the system has been tuned to 0.31 L/min to obtain an efficiency of 10.2%. The biomass-oil shale fired power plant worked with superheated steam at 377 °C temperature and 0.6 MPa pressure. The thermal efficiency of the power plant was 12.6% with net output power of 6.3 kW without using the parabolic trough collector unit. It was found that the performance of the hybrid system has shown better efficiency than the standalone biomass fired power plant with the same fuel mixture ratio and steam flowrate. The fuel mixture consumed in the hybrid system decreased by 62.0% at starting up condition. This result may be extended to steady-state operating conditions by increasing the number of parabolic trough collector units utilized. Furthermore, the overall thermal efficiency of the hybrid parabolic trough collector power plant system may reach 33.3% during steady-state operation if 48 parabolic trough collector similar units were used. These parabolic trough collector units should be arranged in three parallel rows, each row of 16 units in series.
本文提出了一种由抛物槽集热器和蒸汽动力装置组成的混合系统。实验研究了利用抛物面槽集热器对提高装置性能和降低燃料消耗的影响。该研究是在一个实验室规模的混合能源系统上进行的,该系统由一个抛物线槽集热器单元组成,并在启动条件下并入生物质-油页岩燃烧的蒸汽发电厂。为了确定该实验室规模混合系统的性能,测量了抛物槽集热器独立系统的效率,并将系统的流量调整为0.31 L/min,获得了10.2%的效率。以生物质油页岩为燃料的发电厂在温度为377℃、压力为0.6 MPa的过热蒸汽环境下工作。在不使用抛物槽集热器的情况下,电厂热效率为12.6%,净输出功率为6.3 kW。结果表明,在相同的燃料混合比和蒸汽流量条件下,混合动力系统的性能优于单机生物质发电厂。在启动工况下,混合动力系统的燃油消耗量降低了62.0%。这个结果可以扩展到稳态运行条件下,通过增加抛物线槽集热器单元的使用数量。采用48台抛物面槽式集热器的混合集热器系统在稳态运行时的总热效率可达33.3%。这些抛物线槽式集热器单元应平行布置成三行,每行16个单元串联。
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引用次数: 0
Reservoir characterization of the shallow to deep Longmaxi formation in the Weiyuan Block, southwestern Sichuan Basin 四川盆地西南部威远地块龙马溪组浅部至深部储层特征
IF 2.7 4区 工程技术 Q1 Energy Pub Date : 2023-07-12 DOI: 10.1177/01445987231188067
Y. Hao, Yi-Zhen Li, Qing Zhang, Wei Jiang, Xusheng Liang, Benqiang Wang, Yanjun Lu, Hongjian Zhu
Marine shale gas exploration targets are reaching into shallow to deep or ultradeep burial depths. Rock microstructure and reservoir quality emerge as the main risk considerations for a profitable reservoir at these large depths. Shallow to deep marine shales occur in the Silurian Longmaxi Formation of the Weiyuan Block, which is located on the southwestern margin of the Sichuan Basin. However, few details of the characteristics of the Longmaxi shales in this Block have been reported. In this study, five wells approximately 3500 m deep were drilled. Field emission scanning electron microscopy, low-pressure gas adsorption and core plug porosity-permeability measurements are conducted on 6 shallow (2651–2940 m) and 11 deep (3539–3575 m) Longmaxi samples to obtain the organic geochemical characteristics, mineral constitutions, pore structures and petrophysical properties, and they are the major controls on reservoir quality. The results show similar mineralogical and organic geochemical characteristics in all samples from the various depths. Both shallow and deep shales are mainly composed of quartz, carbonate and clays and have a total organic carbon (TOC) content more than 2 wt.% and a mean S1 + S2 value more than 52 mg/g. Source rock quality criteria using the TOC and S1 + S2 suggest most shale samples fall excellent source rocks. The samples are mostly siliceous rocks that contain organic pores, intraparticle dissolution pores, interparticle quartz pores and interparticle clay pores and they play a positive role in improving reservoir quality. Pore surface area and pore volume increase with increasing TOC, indicating that the porous organic fraction is a major control on pore structure and porosity. We suggested that siliceous deep Longmaxi formation in Weiyuan Block belongs to a high-quality shale with an average TOC value of 3.9 wt.% and well-developed pore networks, which should be the important target for deep shale gas exploration.
海相页岩气勘探目标向浅层至深层或超深层延伸。在这些大深度,岩石微观结构和储层质量成为考虑盈利油藏的主要风险因素。四川盆地西南缘威远地块志留系龙马溪组发育浅-深海相页岩。然而,有关龙马溪组页岩特征的详细报道较少。在这项研究中,共钻了5口约3500米深的井。对龙马溪浅部(2651 ~ 2940 m) 6个样品和深部(3539 ~ 3575 m) 11个样品进行了场发射扫描电镜、低压气体吸附和岩心塞孔渗透率测量,获得了有机地球化学特征、矿物组成、孔隙结构和岩石物理性质,这些是控制储层质量的主要因素。结果表明,不同深度样品的矿物学和有机地球化学特征相似。浅部和深层页岩均以石英、碳酸盐和粘土为主,总有机碳(TOC)含量均大于2 wt。%,平均S1 + S2值大于52 mg/g。采用TOC和S1 + S2的烃源岩质量标准表明,大多数页岩样品属于优质烃源岩。样品多为硅质岩,含有机质孔、颗粒内溶蚀孔、颗粒间石英孔和颗粒间粘土孔,对提高储层质量具有积极作用。孔隙表面积和孔隙体积随有机质含量的增加而增大,表明孔隙有机质组分是孔隙结构和孔隙度的主要控制因素。认为威远地块深部龙马溪组硅质页岩为优质页岩,平均TOC值为3.9 wt。孔隙网络发育,应成为深部页岩气勘探的重要目标。
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Energy Exploration & Exploitation
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