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Effect of long reaction distance on gas composition from organic-rich shale pyrolysis under high-temperature steam environment 高温蒸汽环境下长反应距离对富有机页岩热解产生的气体成分的影响
IF 8.3 1区 工程技术 Q2 ENERGY & FUELS Pub Date : 2024-04-28 DOI: 10.1007/s40789-024-00689-7
Lei Wang, Rui Zhang, Guoying Wang, Jing Zhao, Dong Yang, Zhiqin Kang, Yangsheng Zhao

When high-temperature steam is used as a medium to pyrolyze organic-rich shale, water steam not only acts as heat transfer but also participates in the chemical reaction of organic matter pyrolysis, thus affecting the generation law and release characteristics of gas products. In this study, based on a long-distance reaction system of organic-rich shale pyrolysis via steam injection, the effects of steam temperature and reaction distance on gas product composition are analyzed in depth and compared with other pyrolysis processes. The advantages of organic-rich shale pyrolysis via steam injection are then evaluated. The volume concentration of hydrogen in the gas product obtained via the steam injection pyrolysis of organic-rich shale is the highest, which is more than 60%. The hydrogen content increases as the reaction distance is extended; however, the rate of increase changes gradually. Increasing the reaction distance from 800 to 4000 mm increases the hydrogen content from 34.91% to 69.68% and from 63.13% to 78.61% when the steam temperature is 500 °C and 555 °C, respectively. However, the higher the heat injection temperature, the smaller the reaction distance required to form a high concentration hydrogen pyrolysis environment (hydrogen concentration > 60%). When the steam pyrolysis temperature is increased from 500 °C to 555 °C, the reaction distance required to form a high concentration of hydrogen is reduced from 3800 to 800 mm. Compared with the direct retorting process, the volume concentration of hydrogen obtained from high-temperature steam pyrolysis of organic-rich shale is 8.82 and 10.72 times that of the commonly used Fushun and Kivite furnaces, respectively. The pyrolysis of organic-rich shale via steam injection is a pyrolysis process in a hydrogen-rich environment.

以高温蒸汽为介质热解富含有机质的页岩时,水蒸汽不仅起传热作用,还参与有机物热解的化学反应,从而影响气体产物的生成规律和释放特性。本研究以注入蒸汽热解富含有机质页岩的长距离反应系统为基础,深入分析了蒸汽温度和反应距离对气体产物组成的影响,并与其他热解工艺进行了比较。然后评估了通过蒸汽喷射热解富含有机质页岩的优势。通过蒸汽喷射热解富有机页岩得到的气体产物中氢的体积浓度最高,超过 60%。氢含量随着反应距离的延长而增加,但增加的速度是逐渐变化的。当蒸汽温度为 500 °C 和 555 °C 时,反应距离从 800 mm 增加到 4000 mm,氢含量分别从 34.91% 和 63.13% 增加到 69.68% 和 78.61%。然而,注热温度越高,形成高浓度氢热解环境(氢浓度为 60%)所需的反应距离就越小。当蒸汽热解温度从 500 °C 提高到 555 °C 时,形成高浓度氢气所需的反应距离从 3800 mm 减小到 800 mm。与直接蒸馏工艺相比,富含有机质页岩高温蒸汽热解得到的氢气体积浓度分别是常用的抚顺炉和基维特炉的 8.82 倍和 10.72 倍。通过蒸汽喷射热解富有机页岩是在富氢环境下的热解过程。
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引用次数: 0
Effects of dust controls on respirable coal mine dust composition and particle sizes: case studies on auxiliary scrubbers and canopy air curtain 粉尘控制对煤矿可吸入粉尘成分和颗粒大小的影响:辅助洗涤器和顶棚气幕案例研究
IF 8.3 1区 工程技术 Q2 ENERGY & FUELS Pub Date : 2024-04-20 DOI: 10.1007/s40789-024-00688-8
F. Animah, C. Keles, W. R. Reed, E. Sarver

Control of dust in underground coal mines is critical for mitigating both safety and health hazards. For decades, the National Institute of Occupational Safety and Health (NIOSH) has led research to evaluate the effectiveness of various dust control technologies in coal mines. Recent studies have included the evaluation of auxiliary scrubbers to reduce respirable dust downstream of active mining and the use of canopy air curtains (CACs) to reduce respirable dust in key operator positions. While detailed dust characterization was not a focus of such studies, this is a growing area of interest. Using preserved filter samples from three previous NIOSH studies, the current work aims to explore the effect of two different scrubbers (one wet and one dry) and a roof bolter CAC on respirable dust composition and particle size distribution. For this, the preserved filter samples were analyzed by thermogravimetric analysis and/or scanning electron microscopy with energy dispersive X-ray. Results indicate that dust composition was not appreciably affected by either scrubber or the CAC. However, the wet scrubber and CAC appeared to decrease the overall particle size distribution. Such an effect of the dry scrubber was not consistently observed, but this is probably related to the particular sampling location downstream of the scrubber which allowed for significant mixing of the scrubber exhaust and other return air. Aside from the insights gained with respect to the three specific dust control case studies revisited here, this work demonstrates the value of preserved dust samples for follow-up investigation more broadly.

控制煤矿井下粉尘对减少安全和健康危害至关重要。几十年来,美国国家职业安全与健康研究所(NIOSH)一直领导着对煤矿中各种粉尘控制技术的有效性进行评估的研究工作。最近的研究包括评估辅助洗涤器,以减少正在开采的煤矿下游的可吸入粉尘,以及使用顶棚空气幕 (CAC) 减少关键操作位置的可吸入粉尘。虽然详细的粉尘特征描述不是这些研究的重点,但这是一个日益受到关注的领域。目前的工作旨在利用之前三项 NIOSH 研究中保存的过滤器样本,探索两种不同的除尘器(一种湿式,一种干式)和顶棚气幕对可吸入粉尘成分和粒度分布的影响。为此,对保存的过滤器样本进行了热重分析和/或扫描电子显微镜与能量色散 X 射线分析。结果表明,粉尘成分没有受到除尘器或 CAC 的明显影响。不过,湿式除尘器和 CAC 似乎降低了整体粒度分布。干式洗涤器的这种影响并没有被持续观察到,但这可能与洗涤器下游的特定取样位置有关,该位置允许洗涤器废气和其他回风大量混合。除了在这里重新讨论的三个具体粉尘控制案例研究中获得的启示外,这项工作还证明了保存粉尘样本在更广泛的后续调查中的价值。
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引用次数: 0
A critical review on direct catalytic hydrogasification of coal into CH4: catalysis process configurations, evaluations, and prospects 煤直接催化加氢气化成甲烷的重要综述:催化工艺配置、评估和前景
IF 8.3 1区 工程技术 Q2 ENERGY & FUELS Pub Date : 2024-04-18 DOI: 10.1007/s40789-024-00677-x
Shuai Yan, Jun Feng, Shenfu Yuan, Zihong Xia, Fengshuang Han, Xuan Qu, Jicheng Bi

Coal catalytic hydrogasification (CCHG) is a straightforward approach for producing CH4, which shows advantages over the mature coal-to-CH4 technologies from the perspectives of CH4 yield, thermal efficiency, and CO2 emission. The core of CCHG is to make carbon in coal convert into CH4 efficiently with a catalyst. In the past decades, intensive research has been devoted to catalytic hydrogasification of model carbon (pitch coke, activated carbon, coal char). However, the chemical process of CCHG is still not well understood because the coal structure is more complicated, and CCHG is a combination of coal catalytic hydropyrolysis and coal char catalytic hydrogasification. This review seeks to shed light on the catalytic process of raw coal during CCHG. The configuration of suitable catalysts, operating conditions, and feedstocks for tailoring CH4 formation were identified, and the underlying mechanisms were elucidated. Based on these results, the CCHG process was evaluated, emphasizing pollutant emissions, energy efficiency, and reactor design. Furthermore, the opportunities and strategic approaches for CCHG under the restraint of carbon neutrality were highlighted by considering the penetration of “green” H2, biomass, and CO2 into CCHG. Preliminary investigations from our laboratories demonstrated that the integrated CCHG and biomass/CO2 hydrogenation process could perform as an emerging pathway for boosting CH4 production by consuming fewer fossil fuels, fulfilling the context of green manufacturing. This work not only provides systematic knowledge of CCHG but also helps to guide the efficient hydrogenation of other carbonaceous resources such as biomass, CO2, and coal-derived wastes.

煤催化加氢气化(CCHG)是一种生产甲烷(CH4)的直接方法,与成熟的煤制甲烷(CH4)技术相比,它在甲烷产量、热效率和二氧化碳排放等方面都具有优势。CCHG 的核心是通过催化剂使煤中的碳高效转化为 CH4。过去几十年来,人们一直致力于模型碳(沥青焦、活性炭、煤炭)的催化加氢气化研究。然而,由于煤的结构更为复杂,且 CCHG 是煤催化加氢分解和煤炭催化加氢气化的结合体,因此人们对 CCHG 的化学过程仍不甚了解。本综述旨在阐明 CCHG 过程中原煤的催化过程。确定了合适的催化剂配置、操作条件和原料,以定制 CH4 的形成,并阐明了其基本机理。基于这些结果,对 CCHG 过程进行了评估,重点是污染物排放、能源效率和反应器设计。此外,考虑到 "绿色 "H2、生物质和 CO2 在 CCHG 中的渗透,强调了在碳中和约束下 CCHG 的机遇和战略方法。我们实验室的初步研究表明,CCHG 和生物质/CO2 加氢综合工艺可作为一种新兴途径,通过消耗更少的化石燃料来提高 CH4 产量,从而实现绿色制造。这项工作不仅提供了有关 CCHG 的系统知识,还有助于指导生物质、二氧化碳和煤衍生废物等其他碳质资源的高效氢化。
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引用次数: 0
Understanding poromechanical response of a biogenic coalbed methane reservoir 了解生物煤层气储层的孔隙力学响应
IF 8.3 1区 工程技术 Q2 ENERGY & FUELS Pub Date : 2024-04-17 DOI: 10.1007/s40789-024-00686-w
Rohit Pandey, Satya Harpalani

Biogenic coalbed methane (BCBM) reservoirs aim to produce methane from in situ coal deposits following microbial conversion of coal. Success of BCBM reservoirs requires economic methane production within an acceptable timeframe. The work reported here quantifies the findings of previously published qualitative work, where it was found that bioconversion induces strains in the pore, matrix and bulk scales. Using imaging and dynamic strain monitoring techniques, the bioconversion induced strain is quantified here. To understand the effect of these strains from a reservoir geomechanics perspective, a corresponding poromechanical model is developed. Furthermore, findings of imaging experiments are validated using core-flooding flow experiments. Finally, expected field-scale behavior of the permeability response of a BCBM operation is modeled and analyzed. The results of the study indicated that, for Illinois coals, bioconversion induced strains result in a decrease in fracture porosity, resulting in a detrimental permeability drop in excess of 60% during bioconversion, which festers itself exponentially throughout its producing life. Results indicate that reservoirs with high initial permeability that will support higher Darcian flowrates, would be better suited for coal bioconversion, thereby providing a site-selection criteria for BCBM operations.

生物煤层气(BCBM)储层旨在通过微生物对煤炭的转化,从原地煤层中生产甲烷。生物煤层气储层的成功需要在可接受的时间范围内生产出经济的甲烷。本文报告的工作量化了之前发表的定性工作的结果,发现生物转化会诱发孔隙、基质和块体尺度的应变。利用成像和动态应变监测技术,本文对生物转化引起的应变进行了量化。为了从储层地质力学的角度理解这些应变的影响,还建立了相应的孔隙力学模型。此外,还利用岩芯充水流动实验验证了成像实验的结果。最后,模拟并分析了岩心钻井作业渗透率响应的预期现场规模行为。研究结果表明,对于伊利诺斯州的煤炭,生物转化引起的应变会导致裂缝孔隙度下降,从而在生物转化过程中造成超过 60% 的有害渗透率下降,并在整个生产生命周期内呈指数级增长。结果表明,初始渗透率高且可支持较高达西安流速的储层更适合煤炭生物转化,从而为 BCBM 运营提供了选址标准。
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引用次数: 0
Advancing respirable coal mine dust source apportionment: a preliminary laboratory exploration of optical microscopy as a novel monitoring tool 推进可吸入煤矿粉尘源分配:将光学显微镜作为新型监测工具的初步实验室探索
IF 8.3 1区 工程技术 Q2 ENERGY & FUELS Pub Date : 2024-04-16 DOI: 10.1007/s40789-024-00687-9
Nestor Santa, Emily Sarver

Exposure to respirable coal mine dust (RCMD) can cause chronic and debilitating lung diseases. Real-time monitoring capabilities are sought which can enable a better understanding of dust components and sources. In many underground mines, RCMD includes three primary components which can be loosely associated with three major dust sources: coal dust from the coal seam itself, silicates from the surrounding rock strata, and carbonates from the inert ‘rock dust’ products that are applied to mitigate explosion hazards. A monitor which can reliably partition RCMD between these three components could thus allow source apportionment. And tracking silicates, specifically, could be valuable since the most serious health risks are typically associated with this component-particularly if abundant in crystalline silica. Envisioning a monitoring concept based on field microscopy, and following up on prior research using polarized light, the aim of the current study was to build and test a model to classify respirable-sized particles as either coal, silicates, or carbonates. For model development, composite dust samples were generated in the laboratory by successively depositing dust from high-purity materials onto a sticky transparent substrate, and imaging after each deposition event such that the identity of each particle was known a priori. Model testing followed a similar approach, except that real geologic materials were used as the source for each dust component. Results showed that the model had an overall accuracy of (86.5%), indicating that a field-microscopy based monitor could support RCMD source apportionment and silicates tracking in some coal mines.

接触可吸入煤矿粉尘 (RCMD) 可导致慢性肺部疾病,并使人衰弱。我们需要实时监测能力,以便更好地了解粉尘成分和来源。在许多地下矿井中,RCMD 包括三种主要成分,可与三种主要粉尘源松散地联系起来:煤层本身的煤尘、周围岩层中的硅酸盐以及为减轻爆炸危险而使用的惰性 "岩尘 "产品中的碳酸盐。因此,能够可靠地将 RCMD 分为这三种成分的监测仪可以实现来源分摊。具体来说,跟踪硅酸盐可能很有价值,因为最严重的健康风险通常与这种成分有关--尤其是在结晶二氧化硅含量丰富的情况下。本研究设想了一种基于现场显微镜的监测概念,并对之前使用偏振光的研究进行了跟进,其目的是建立并测试一种模型,将可吸入大小的颗粒物分为煤、硅酸盐或碳酸盐。为了开发模型,在实验室中通过将高纯度材料中的粉尘连续沉积到粘性透明基底上生成复合粉尘样本,并在每次沉积后成像,这样就可以预先知道每个颗粒的特征。模型试验也采用了类似的方法,只是将真实的地质材料作为每种尘埃成分的来源。结果表明,该模型的总体准确度为(86.5%),这表明基于现场显微镜的监测仪可支持某些煤矿的 RCMD 源分配和硅酸盐跟踪。
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引用次数: 0
Development and technology status of energy storage in depleted gas reservoirs 枯竭气藏储能的发展和技术现状
IF 8.3 1区 工程技术 Q2 ENERGY & FUELS Pub Date : 2024-04-12 DOI: 10.1007/s40789-024-00676-y
Jifang Wan, Yangqing Sun, Yuxian He, Wendong Ji, Jingcui Li, Liangliang Jiang, Maria Jose Jurado

Utilizing energy storage in depleted oil and gas reservoirs can improve productivity while reducing power costs and is one of the best ways to achieve synergistic development of "Carbon Peak–Carbon Neutral" and "Underground Resource Utilization". Starting from the development of Compressed Air Energy Storage (CAES) technology, the site selection of CAES in depleted gas and oil reservoirs, the evolution mechanism of reservoir dynamic sealing, and the high-flow CAES and injection technology are summarized. It focuses on analyzing the characteristics, key equipment, reservoir construction, application scenarios and cost analysis of CAES projects, and sorting out the technical key points and existing difficulties. The development trend of CAES technology is proposed, and the future development path is scrutinized to provide reference for the research of CAES projects in depleted oil and gas reservoirs.

Graphical abstract

在枯竭油气藏中进行储能,既能提高产能,又能降低电力成本,是实现 "碳调峰-碳中和 "与 "地下资源利用 "协同发展的最佳途径之一。本书从压缩空气储能(CAES)技术的发展入手,总结了枯竭气藏和油藏CAES的选址、储层动密封演化机理、大流量CAES及注入技术。重点分析了CAES项目的特点、关键设备、储层构建、应用场景和成本分析,梳理了技术要点和存在的难点。提出了CAES技术的发展趋势,探讨了未来的发展路径,为枯竭油气藏CAES工程的研究提供参考。
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引用次数: 0
Theoretical analysis of hydrogen solubility in direct coal liquefaction solvents 煤直接液化溶剂中氢溶解度的理论分析
IF 8.3 1区 工程技术 Q2 ENERGY & FUELS Pub Date : 2024-04-08 DOI: 10.1007/s40789-024-00674-0
Xiaobin Zhang, Aoqi Wang, Xingbao Wang, Wenying Li

The cyclic hydrogenation technology in a direct coal liquefaction process relies on the dissolved hydrogen of the solvent or oil participating in the hydrogenation reaction. Thus, a theoretical basis for process optimization and reactor design can be established by analyzing the solubility of hydrogen in liquefaction solvents. Experimental studies of hydrogen solubility in liquefaction solvents are challenging due to harsh reaction conditions and complex solvent compositions. In this study, the composition and content of liquefied solvents were analyzed. As model compounds, hexadecane, toluene, naphthalene, tetrahydronaphthalene, and phenanthrene were chosen to represent the liquefied solvents in chain alkanes and monocyclic, bicyclic, and tricyclic aromatic hydrocarbons. The solubility of hydrogen X (mol/mol) in pure solvent components and mixed solvents (alkanes and aromatics mixed in proportion to the chain alkanes + bicyclic aromatic hydrocarbons, bicyclic saturated aromatic hydrocarbons + bicyclic aromatic hydrocarbons, and bicyclic aromatic hydrocarbons + compounds containing heteroatoms composed of mixed components) are determined using Aspen simulation at temperature and pressure conditions of 373–523 K and 2–10 MPa. The results demonstrated that at high temperatures and pressures, the solubility of hydrogen in the solvent increases with the increase in temperature and pressure, with the pressure having a greater impact. Furthermore, the results revealed that hydrogen is more soluble in straight-chain alkanes than in other solvents, and the solubility of eicosanoids reaches a maximum of 0.296. The hydrogen solubility in aromatic ring compounds decreased gradually with an increase in the aromatic ring number. The influence of chain alkanes on the solubility of hydrogen predominates in a mixture of solvents with different mixing ratios of chain alkanes and aromatic hydrocarbons. The solubility of hydrogen in mixed aromatic solvents is less than that in the corresponding single solvents. Hydrogen is less soluble in solvent compounds containing heteroatoms than in compounds without heteroatoms.

煤直接液化工艺中的循环加氢技术依赖于参与加氢反应的溶剂或油中的溶解氢。因此,通过分析氢在液化溶剂中的溶解度,可以为工艺优化和反应器设计奠定理论基础。由于反应条件苛刻,溶剂成分复杂,氢在液化溶剂中的溶解度实验研究具有挑战性。本研究分析了液化溶剂的成分和含量。选择十六烷、甲苯、萘、四氢萘和菲作为模型化合物,以代表链烷和单环、双环和三环芳香烃中的液化溶剂。在 373-523 K 和 2-10 MPa 的温度和压力条件下,使用 Aspen 模拟测定了氢 X 在纯溶剂组分和混合溶剂(烷烃和芳香烃按比例混合的链烷烃 + 双环芳香烃、双环饱和芳香烃 + 双环芳香烃、双环芳香烃 + 由混合组分组成的含杂原子的化合物)中的溶解度(mol/mol)。结果表明,在高温高压条件下,氢在溶剂中的溶解度随着温度和压力的升高而增加,其中压力的影响更大。此外,结果表明,氢在直链烷烃中的溶解度比在其他溶剂中的溶解度高,在二十烷烃中的溶解度最高可达 0.296。氢在芳香环化合物中的溶解度随着芳香环数的增加而逐渐降低。在链烷和芳香烃混合比不同的混合溶剂中,链烷对氢溶解度的影响占主导地位。氢在混合芳烃溶剂中的溶解度低于在相应的单一溶剂中的溶解度。氢在含有杂原子的溶剂化合物中的溶解度低于在不含杂原子的化合物中的溶解度。
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引用次数: 0
Residual subsidence time series model in mountain area caused by underground mining based on GNSS online monitoring 基于全球导航卫星系统在线监测的地下采矿引起的山区残余沉降时间序列模型
IF 8.3 1区 工程技术 Q2 ENERGY & FUELS Pub Date : 2024-04-06 DOI: 10.1007/s40789-024-00685-x
Xugang Lian, Lifan Shi, Weiyu Kong, Yu Han, Haodi Fan

The residual subsidence caused by underground mining in mountain area has a long subsidence duration time and great potential harm, which seriously threatens the safety of people's production and life in the mining area. Therefore, it is necessary to use appropriate monitoring methods and mathematical models to effectively monitor and predict the residual subsidence caused by underground mining. Compared with traditional level survey and InSAR (Interferometric Synthetic Aperture Radar) technology, GNSS (Global Navigation Satellite System) online monitoring technology has the advantages of long-term monitoring, high precision and more flexible monitoring methods. The empirical equation method of residual subsidence in mining subsidence is effectively combined with the rock creep equation, which can not only describe the residual subsidence process from the mechanism, but also predict the residual subsidence. Therefore, based on GNSS online monitoring technology, combined with the mining subsidence model of mountain area and adding the correlation coefficient of the compaction degree of caving broken rock and the Kelvin model of rock mechanics, this paper constructs the residual subsidence time series model of arbitrary point on the ground in mountain area. Through the example, the predicted results of the model in the inversion parameter phase and the dynamic prediction phase are compared with the measured data sequence. The results show that the model can carry out effective numerical calculation according to the GNSS monitoring data of any point on the ground, and the model prediction effect is good, which provides a new method for the prediction of residual subsidence in mountain mining.

山区地下开采引起的残留沉陷,沉陷持续时间长,潜在危害大,严重威胁着矿区人民的生产生活安全。因此,有必要采用适当的监测方法和数学模型对地下采矿引起的残余沉陷进行有效的监测和预测。与传统的水准测量和 InSAR(干涉合成孔径雷达)技术相比,GNSS(全球导航卫星系统)在线监测技术具有监测时间长、精度高、监测方法更灵活等优点。采矿沉陷中的残余沉陷经验方程法与岩石蠕变方程有效结合,不仅能从机理上描述残余沉陷过程,还能预测残余沉陷量。因此,本文基于 GNSS 在线监测技术,结合山区采矿沉陷模型,加入崩塌破碎岩石压实度的相关系数和岩石力学的开尔文模型,构建了山区地面任意点的残余沉陷时间序列模型。通过实例,将模型在反演参数阶段和动态预测阶段的预测结果与实测数据序列进行了对比。结果表明,该模型能根据地面任意点的 GNSS 监测数据进行有效的数值计算,模型预测效果良好,为山区采矿残余沉陷预测提供了一种新方法。
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引用次数: 0
Uncertainties of landslide susceptibility prediction: influences of different study area scales and mapping unit scales 滑坡易发性预测的不确定性:不同研究区域尺度和绘图单位尺度的影响
IF 8.3 1区 工程技术 Q2 ENERGY & FUELS Pub Date : 2024-04-05 DOI: 10.1007/s40789-024-00678-w
Faming Huang, Yu Cao, Wenbin Li, Filippo Catani, Guquan Song, Jinsong Huang, Changshi Yu

Abstract

This study aims to investigate the effects of different mapping unit scales and study area scales on the uncertainty rules of landslide susceptibility prediction (LSP). To illustrate various study area scales, Ganzhou City in China, its eastern region (Ganzhou East), and Ruijin County in Ganzhou East were chosen. Different mapping unit scales are represented by grid units with spatial resolution of 30 and 60 m, as well as slope units that were extracted by multi-scale segmentation method. The 3855 landslide locations and 21 typical environmental factors in Ganzhou City are first determined to create spatial datasets with input-outputs. Then, landslide susceptibility maps (LSMs) of Ganzhou City, Ganzhou East and Ruijin County are produced using a support vector machine (SVM) and random forest (RF), respectively. The LSMs of the above three regions are then extracted by mask from the LSM of Ganzhou City, along with the LSMs of Ruijin County from Ganzhou East. Additionally, LSMs of Ruijin at various mapping unit scales are generated in accordance. Accuracy and landslide susceptibility indexes (LSIs) distribution are used to express LSP uncertainties. The LSP uncertainties under grid units significantly decrease as study area scales decrease from Ganzhou City, Ganzhou East to Ruijin County, whereas those under slope units are less affected by study area scales. Of course, attentions should also be paid to the broader representativeness of large study areas. The LSP accuracy of slope units increases by about 6%–10% compared with those under grid units with 30 m and 60 m resolution in the same study area's scale. The significance of environmental factors exhibits an averaging trend as study area scale increases from small to large. The importance of environmental factors varies greatly with the 60 m grid unit, but it tends to be consistent to some extent in the 30 m grid unit and the slope unit.

Graphic abstract

摘要 本研究旨在探讨不同测绘单位尺度和研究区尺度对滑坡易损性预测(LSP)不确定性规则的影响。为说明不同的研究区域尺度,选择了中国赣州市及其东部地区(赣州东部)和赣州东部的瑞金县。不同的测绘单元尺度由空间分辨率为 30 米和 60 米的网格单元以及通过多尺度分割方法提取的边坡单元来表示。首先确定赣州市 3855 个滑坡点和 21 个典型环境因子,建立输入-输出空间数据集。然后,利用支持向量机(SVM)和随机森林(RF)分别绘制了赣州市、赣州市东部和瑞金县的滑坡易损性图(LSM)。然后通过掩膜从赣州市的 LSM 中提取上述三个地区的 LSM,并从赣州东部的 LSM 中提取瑞金县的 LSM。此外,还根据不同的测绘单元比例尺生成了瑞金的 LSM。精度和滑坡易感性指数(LSIs)分布用于表示 LSP 不确定性。从赣州市、赣州市东部到瑞金县,随着研究区域尺度的减小,网格单元下的 LSP 不确定性明显减小,而坡度单元下的 LSP 不确定性受研究区域尺度的影响较小。当然,还应注意大面积研究区的广泛代表性。在相同的研究区域尺度下,边坡单元的 LSP 精度比分辨率为 30 米和 60 米的网格单元下的 LSP 精度提高了约 6%-10%。随着研究区域规模从小到大的增加,环境因素的重要性呈平均趋势。在 60 米网格单元下,环境因子的重要性差异很大,但在 30 米网格单元和坡度单元下,环境因子的重要性在一定程度上趋于一致。
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引用次数: 0
Hydrodynamic resistance of pore–throat structures and its effect on shale oil apparent permeability 孔喉结构的水动力阻力及其对页岩油表观渗透率的影响
IF 8.3 1区 工程技术 Q2 ENERGY & FUELS Pub Date : 2024-03-27 DOI: 10.1007/s40789-024-00671-3
Wendong Wang, Qian Zhang, Jilong Xu, Da Zheng, Lifeng Liu, Yuliang Su

Oil transport is greatly affected by heterogeneous pore–throat structures present in shale. It is therefore very important to accurately characterize pore–throat structures. Additionally, it remains unclear how pore–throat structures affect oil transport capacity. In this paper, using finite element (FE) simulation and mathematical modeling, we calculated the hydrodynamic resistance for four pore–throat structure. In addition, the influence of pore throat structure on shale oil permeability is analyzed. According to the results, the hydrodynamic resistance of different pore throat structures can vary by 300%. The contribution of additional resistance caused by streamline bending is also in excess of 40%, even without slip length. Furthermore, Pore–throat structures can affect apparent permeability by more than 60% on the REV scale, and this influence increases with heterogeneity of pore size distribution, organic matter content, and organic matter number. Clearly, modeling shale oil flow requires consideration of porous–throat structure and additional resistance, otherwise oil recovery and flow capacity may be overestimated.

页岩中的异质孔隙-咽喉结构对石油输送有很大影响。因此,准确描述孔隙-咽喉结构非常重要。此外,孔隙-咽喉结构如何影响石油输送能力仍不清楚。本文利用有限元(FE)模拟和数学建模,计算了四种孔喉结构的流体动力阻力。此外,还分析了孔喉结构对页岩油渗透率的影响。结果表明,不同孔喉结构的流体动力阻力可相差 300%。即使不考虑滑移长度,流线弯曲造成的额外阻力也超过 40%。此外,在 REV 尺度上,孔喉结构对表观渗透率的影响超过 60%,而且这种影响会随着孔径分布、有机质含量和有机质数量的异质性而增加。显然,建立页岩油流模型需要考虑孔喉结构和附加阻力,否则石油采收率和流动能力可能会被高估。
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引用次数: 0
期刊
International Journal of Coal Science & Technology
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