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Combined emission economic dispatch using quantum-inspired particle swarm optimization and its variants 利用量子启发粒子群优化及其变体实现联合排放经济调度
IF 2.7 4区 工程技术 Q1 Energy Pub Date : 2024-03-20 DOI: 10.1177/01445987241235419
Muhammad Asif, Adil Amin, Umar Jamil, Anzar Mahmood, Ubaid Ahmed, Sohail Razzaq, Fahad Parvez Mahdi
The ever-increasing electricity demand, its dependency on fossil fuels, and the consequent environmental degradation are major concerns of this era. The worldwide domination of fossil fuels in bulk electricity generation is rapidly increasing the emissions of CO[Formula: see text] and other environmentally dangerous gases that are contributing to climate change. The economic and emission dispatch are two important problems in thermal power generation whose combination produces a complex highly constrained nonlinear optimization problem known as combined economic and emission dispatch. The optimization of combined economic and emission dispatch aims to allocate the generation of committed units to minimize fuel cost and emissions, simultaneously while honoring all equality and inequality constraints. Therefore, in this article, we investigate a solution of the combined economic and emission dispatch problem using quantum particle swarm optimization and its two modified versions, that is, enhanced quantum particle swarm optimization and quantum particle swarm optimization integrated with weighted mean personal best and adaptive local attractor. The enhanced quantum particle swarm optimization algorithm achieves particles’ diversification at early stages and shows good performance in local search at later stages. The quantum particle swarm optimization integrated with weighted mean personal best and adaptive local attractor boosts search performance of quantum particle swarm optimization and attains better global optimality. The suggested methods are employed to achieve solution for the combined economic and emission dispatch in four distinct systems, encompassing two scenarios with 6 units each, one with a 10-unit configuration, and another with an 11-unit setup. A comparative analysis with methodologies documented in existing literature reveals that the proposed approach outperforms others, demonstrating superior computational performance and robust efficiency.
不断增长的电力需求、对化石燃料的依赖以及随之而来的环境退化是当今时代的主要问题。化石燃料在全球大宗发电中的主导地位正在迅速增加二氧化碳[公式:见正文]和其他环境危害气体的排放量,从而导致气候变化。经济调度和排放调度是火力发电中的两个重要问题,它们的结合产生了一个复杂的高约束非线性优化问题,即综合经济调度和排放调度。综合经济调度和排放调度的优化目标是分配承诺机组的发电量,使燃料成本和排放同时最小化,同时遵守所有平等和不平等约束。因此,本文研究了利用量子粒子群优化及其两个改进版本,即增强型量子粒子群优化和集成了加权平均个人最佳和自适应局部吸引子的量子粒子群优化来解决经济与排放联合调度问题。增强型量子粒子群优化算法在早期阶段实现了粒子的多样化,并在后期阶段表现出良好的局部搜索性能。量子粒子群优化算法集成了加权平均个人最优和自适应局部吸引子,提高了量子粒子群优化算法的搜索性能,并获得了更好的全局最优性。所建议的方法被用于实现四个不同系统的经济和排放综合调度解决方案,其中包括两个各有 6 台机组的方案、一个有 10 台机组配置的方案和另一个有 11 台机组配置的方案。通过与现有文献中的方法进行比较分析,发现所提出的方法优于其他方法,显示出卓越的计算性能和稳健的效率。
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引用次数: 0
Investigation of the impact of heating and liquid nitrogen (LN2) cooling on the mechanical and acoustic emission (AE) properties of coal 研究加热和液氮(LN2)冷却对煤的机械和声发射(AE)特性的影响
IF 2.7 4区 工程技术 Q1 Energy Pub Date : 2024-03-14 DOI: 10.1177/01445987231224646
Lin Sun, Caifang Wu, Teng Teng, Zhengzheng Cao, Fei Liu, Yuhe Cai, Yi Xue, Yanzhao Zhu
Liquid nitrogen has emerged as a promising fracturing medium for unconventional natural gas extraction, particularly in the context of coalbed methane extraction, generating significant interest in recent times. In this paper, we analyze the acoustic emission (AE) characteristics of coal samples treated with liquid nitrogen under three-point bending load conditions using indoor experiments and field investigations. We investigate the impact of liquid nitrogen on coal samples by analyzing AE data. The mechanical properties of coal samples with varying initial temperatures were tested under three-point bending load conditions after treatment with liquid nitrogen. The load-displacement curve was analyzed to study the mechanical properties of the coal samples after treatment with liquid nitrogen. Through indoor three-point bending experiments, data analysis, and knowledge of mechanics, we systematically investigated the changes in mechanical properties caused by liquid nitrogen treatment under different conditions. The results demonstrate that the application of liquid nitrogen has significant impacts on the mechanical and AE characteristics of coal samples. The load-displacement curve indicated that the mechanical properties of the coal samples changed after treatment with liquid nitrogen. The AE experiment revealed regular changes in vibration and energy parameters of coal samples after liquid nitrogen treatment under different conditions. We further investigated the changes in mechanical properties and deformation characteristics of coal samples after undergoing liquid nitrogen freezing and thawing in differing environments. Graphs such as load-displacement curves, load-time curves, cumulative vibration count-energy count graphs, and RA-AF density distribution diagrams visually demonstrated the changes in mechanical properties and deformation characteristics. Through an integrated approach of indoor experiments, data analysis, and knowledge of mechanics, our study provides a better understanding of the behavior of coal samples under different conditions. This understanding can contribute to the development of safer and more efficient methods for extracting coalbed methane.
液氮已成为非常规天然气开采中一种前景广阔的压裂介质,尤其是在煤层气开采方面,近来引起了人们的极大兴趣。本文通过室内实验和实地调查,分析了在三点弯曲载荷条件下经液氮处理的煤样的声发射(AE)特性。通过分析声发射数据,我们研究了液氮对煤样的影响。在液氮处理后的三点弯曲载荷条件下,测试了不同初始温度煤样的机械性能。通过分析载荷-位移曲线来研究煤样经液氮处理后的力学性能。通过室内三点弯曲实验、数据分析和力学知识,我们系统地研究了液氮处理在不同条件下引起的力学性能变化。结果表明,液氮的应用对煤样的力学和 AE 特性有显著影响。载荷-位移曲线表明,经液氮处理后,煤样的力学性能发生了变化。AE 实验表明,在不同条件下经过液氮处理后,煤样的振动和能量参数发生了有规律的变化。我们进一步研究了煤样在不同环境下经过液氮冷冻和解冻后机械性能和变形特性的变化。载荷-位移曲线、载荷-时间曲线、累积振动次数-能量次数图和 RA-AF 密度分布图等图表直观地展示了力学性能和变形特性的变化。通过室内实验、数据分析和力学知识的综合方法,我们的研究更好地理解了煤样在不同条件下的行为。这种理解有助于开发更安全、更高效的煤层气抽采方法。
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引用次数: 0
Solar-assisted old dwellings renovation: Thermal-economical study and typical application in China 太阳能辅助旧住宅改造:热经济学研究及在中国的典型应用
IF 2.7 4区 工程技术 Q1 Energy Pub Date : 2024-03-12 DOI: 10.1177/01445987241238260
Yin Zhang, Wenyang Han, Menglong Zhang, Jin Li
With the continuous development of urbanization in our country, the contradiction between the protection of traditional village heritage architecture and the development of modern urban lifestyle is becoming increasingly prominent. With the introduction of China's rural revitalization strategy, improving the rural living environment, promoting sustainable development, utilizing renewable energy for power supply, and achieving low-carbon architecture have become particularly important. This article investigates the relationship between solar energy system and site layout in illustrative historic buildings, and uses thermal-economic methods for feasibility analysis of such old building retrofitting program toward nearly zero energy construction. The preliminary results indicate that integrating solar panel roof with old building body for renewable energy exploitation can achieve good economic benefits while reducing carbon dioxide emissions. This work provides reference insights into the sustainable transformation of traditional rural heritage conservation buildings in our country and proposes feasible solutions to reconcile the contradiction between the preservation of traditional architectural heritage and sustainable modernization demands.
随着我国城镇化的不断发展,传统村落文物建筑保护与现代城市生活方式发展之间的矛盾日益突出。随着我国乡村振兴战略的提出,改善农村人居环境,促进可持续发展,利用可再生能源供电,实现低碳建筑显得尤为重要。本文研究了说明性历史建筑中太阳能系统与场地布局之间的关系,并采用热经济学方法对此类旧建筑改造方案进行了可行性分析,以实现近零能耗建筑。初步结果表明,将太阳能电池板屋顶与旧建筑主体结合起来进行可再生能源开发利用,可以在减少二氧化碳排放的同时取得良好的经济效益。这项工作为我国农村传统文物保护建筑的可持续改造提供了参考意见,并为协调传统建筑遗产保护与可持续现代化需求之间的矛盾提出了可行的解决方案。
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引用次数: 0
Evaluation of the mesoscale–microscale (WRF–WAsP) coupling methodology for wind resource parameters in Fiji 斐济中尺度-微尺度(WRF-WAsP)风资源参数耦合方法评估
IF 2.7 4区 工程技术 Q1 Energy Pub Date : 2024-03-06 DOI: 10.1177/01445987241237561
Kunal K Dayal, John E Cater, Gilles Bellon, Michael J Kingan, Rajnish N Sharma
This study presents an analysis of the proposed Weather Research and Forecasting–Wind Atlas Analysis and Application Program (WRF–WAsP) models coupling methodology and evaluates the improvement in the accuracy of the wind predictions for the small island developing state (SIDS) of Fiji in the tropical Southwest Pacific region. The results revealed that the proposed WRF–WAsP coupling methodology can be used as a wind resource assessment methodology provided very-high resolution dynamically downscaled wind resource data is available in the order of 10 years for utility-scale wind power applications. The analysis also revealed that the 1 km × 1 km WRF model data from the finest (high-resolution) domain (d03) is best for coupling WRF–WAsP for wind resource parameters evaluation. The coupling methodology of WRF–WAsP improved the accuracy of the wind prediction by 0.2–6% for the wind resource parameters evaluated for Fiji.
本研究分析了拟议的天气研究与预报-风图集分析和应用计划(WRF-WAsP)模型耦合方法,并评估了对西南太平洋热带地区小岛屿发展中国家斐济的风预测精度的提高情况。研究结果表明,如果有 10 年左右的高分辨率动态降尺度风资源数据,拟议的 WRF-WAsP 耦合方法可用作公用事业规模风力发电应用的风资源评估方法。分析还表明,最细(高分辨率)域(d03)的 1 km × 1 km WRF 模型数据最适合耦合 WRF-WAsP 进行风资源参数评估。WRF-WAsP 的耦合方法使斐济风资源参数评估的风预测精度提高了 0.2-6%。
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引用次数: 0
The impacts of intellectual capital, market size, and intellectual property factors in geothermal power exploration 智力资本、市场规模和知识产权因素对地热发电勘探的影响
IF 2.7 4区 工程技术 Q1 Energy Pub Date : 2024-03-06 DOI: 10.1177/01445987231200100
Mohd Alsaleh, A.S. Abdul-Rahim
There are many advantages of geothermal energy, as an environmentally friendly resource; however, for these benefits of geothermal power to be fully maximized, there are some problems that need to be addressed. The primary objective of this research was to examine the influence of intellectual property (IP) rights and economic growth on the geothermal energy output among the 27 European countries within the time frame 1990 to 2021. This study adopts auto-regressive distributed lag (ARDL). The findings show that a significant increase in the geothermal energy industry sustainability can occur in EU14 emerged economies using IP rights than in EU13 emerging economies. The major contributions of the research are that among additional factors, intellectual capital, market size, intuitional quality, and economic growth contribute more positively to geothermal energy sustainability in EU14 emerged economies than in EU13 emerging economies. Results from the analysis show geothermal power sustainability among the 27 European countries could be boosted significantly by adequately putting in place the determining factors of IP as this will foster the attainment of aims behind the energy union by the year 2030. This will no doubt be of help in curbing climate change and environmental pollution in society. The projected calculations were validated through the three estimators adopted for this study, that is, the pooled mean group, mean group, and dynamic fixed effect. The policy implication pointed out by this study the European nations in this study need to make IP indicators to be more effective as this helps in achieving societal and environmental goals. Moreover, the authorities in charge of lawmaking in European countries should focus more on IP areas to ensure the sustainability of geothermal energy generation. Also, authorities in charge of policymaking in the European nations should foster commixture strategies that are sustainable in enhancing IP breakdown as this will assist in fostering geothermal power exploration, thereby reducing the need for fossil fuels which will also carbon dioxide emission in the years to come.
作为一种环境友好型资源,地热能有许多优点;然而,要充分发挥地热能的这些优点,还需要解决一些问题。本研究的主要目的是探讨 1990 年至 2021 年期间,知识产权和经济增长对 27 个欧洲国家地热能源产出的影响。本研究采用了自回归分布式滞后(ARDL)方法。研究结果表明,与欧盟 13 个新兴经济体相比,使用知识产权的欧盟 14 个新兴经济体的地热能源产业可持续发展能力显著提高。该研究的主要贡献在于,在其他因素中,智力资本、市场规模、直觉质量和经济增长对欧盟 14 个新兴经济体地热能源可持续性的积极贡献大于欧盟 13 个新兴经济体。分析结果表明,通过充分落实知识产权的决定性因素,可以显著促进 27 个欧洲国家地热能源的可持续性,因为这将有助于在 2030 年之前实现能源联盟的目标。这无疑将有助于遏制气候变化和社会环境污染。本研究采用的三种估计方法,即集合均值组、均值组和动态固定效应,验证了预测的计算结果。本研究指出的政策含义 本研究中的欧洲国家需要制定更有效的知识产权指标,因为这有助于实现社会和环境目标。此外,欧洲国家负责法律制定的当局应更加关注知识产权领域,以确保地热能源生产的可持续性。此外,欧洲各国的决策当局应制定可持续的混合战略,加强知识产权的细分,因为这将有助于促进地热发电的开发,从而减少对化石燃料的需求,这也将在未来几年减少二氧化碳的排放。
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引用次数: 0
Voltage stability improvement and power losses reduction through multiple grid contingency supports 通过多重电网应急支持改善电压稳定性并降低电力损耗
IF 2.7 4区 工程技术 Q1 Energy Pub Date : 2024-03-06 DOI: 10.1177/01445987231218292
Tayo Uthman Badrudeen, Funso K. Ariyo, Nnamdi Nwulu
A stable power system is a desirable state for the optimal performance and delivery of electricity to the end-users. This study evaluates the effectiveness of grid contingency support devices in power system stability enhancement. The new voltage stability pointer (NVSP) was employed to optimally infer the flexible alternating current transmission systems devices through N − 1 contingency ranking. In this research, the static synchronous compensator (STATCOM) was considered as a grid support device. The effectiveness of this technique was validated in R2018a MATLAB with the IEEE 30-bus system using different combinable contingency cases to ascertain the critical lines and vulnerable buses to outages. Based on the results obtained through the NVSP, buses 30, 26, and 29 were cited as STATCOM candidate buses for overall optimal grid performance. The results obtained from the simulation revealed that the total real power loss was reduced by 90.21%. Similarly, the voltage magnitude of the buses was significantly improved to a minimum of 1.00 p.u. after placement of STATCOMs. Further investigation on single STATCOM placement in the IEEE 30-bus system revealed that the highest level of voltage improvement, minimum level of voltage deviation and maximum active power loss reduction was achieved when the STATCOM was placed at bus 30. The overall assessment of the proposed technique yielded better results compared with other methods on the same test system.
稳定的电力系统是实现最佳性能和向终端用户输送电力的理想状态。本研究评估了电网应急支持设备在增强电力系统稳定性方面的有效性。研究采用了新电压稳定指针(NVSP),通过 N - 1 应急排序优化推断柔性交流输电系统设备。在这项研究中,静态同步补偿器(STATCOM)被视为电网支持设备。该技术的有效性在 R2018a MATLAB 中进行了验证,使用 IEEE 30 总线系统,使用不同的可组合突发事件案例来确定关键线路和易受停电影响的总线。根据 NVSP 得出的结果,母线 30、26 和 29 被列为 STATCOM 候选母线,以实现整体最优电网性能。仿真结果显示,总实际功率损耗降低了 90.21%。同样,放置 STATCOM 后,母线的电压幅值也得到了明显改善,最低达到了 1.00 p.u。对 IEEE 30 总线系统中单个 STATCOM 布置的进一步研究表明,当 STATCOM 布置在 30 总线时,电压改善程度最高,电压偏差最小,有功功率损耗减少最多。在相同的测试系统中,与其他方法相比,建议技术的总体评估结果更好。
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引用次数: 0
Earth's Long-Wave Infrared: Review and Study of Scalable Applications 地球的长波红外线:可扩展应用的回顾与研究
IF 2.7 4区 工程技术 Q1 Energy Pub Date : 2024-03-05 DOI: 10.1177/01445987241230595
Zhou Yadong, Pan Shibin, Ge Hongjian, Wang Shengbo
The Earth's infrared energy storage is substantial, and its large-scale utilization could effectively ameliorate the greenhouse effect on Earth. Several applications of utilizing Earth's infrared radiation for cooling and power generation are summarized based on existing literature. Building upon this foundation, the use of water as an excellent energy storage medium is proposed, and a long-wave energy storage system is designed. This system can harness the immense energy density of long-wave infrared radiation with fixed bandwidth or wavelength. A comprehensive study on large-scale application is outlined in four aspects, leveraging the energy storage and radiation advantages of the system: (a) Long-wave infrared is efficiently transported using hollow glass infrared fibers for room cooling and heating. This addresses the issues of separate terminals for capillary radiation air conditioning, high costs, and maintenance challenges. (b) Building on existing literature, taking Hainan as an example, the utilization of a temperature difference of approximately 15 °C between the lowest and highest temperatures in a day for power generation is suggested. (c) The composition and structure of planar antennas are derived, and parameter selection for rectifying diodes is proposed based on radiation fluctuation theory and antenna theory. This lays a theoretical and practical foundation for converting long-wave radiation waves using rectifying antennas. (d) The long-wave radiation quantum theory is utilized to propose the concept of manufacturing components that can directly convert energy from long-wave radiation. In each of these four aspects of large-scale utilization, the emphasis is on water's excellent insulation, storage, and radiation properties, presenting new perspectives for the widespread utilization of Earth's infrared and offering a quick pathway for humanity to explore new energy sources and mitigate the greenhouse effect on Earth, facilitating a harmonious coexistence between humans and nature.
地球的红外能量储存量巨大,大规模利用红外能量可以有效改善地球的温室效应。根据现有文献,总结了利用地球红外辐射制冷和发电的几种应用。在此基础上,提出了利用水作为一种优良的储能介质,并设计了一种长波储能系统。该系统可以利用固定带宽或波长的长波红外辐射的巨大能量密度。利用该系统的储能和辐射优势,从四个方面概述了大规模应用的综合研究:(a)利用中空玻璃红外纤维有效传输长波红外线,用于室内制冷和制热。这解决了毛细辐射空调的独立终端、高成本和维护难题。(b) 在现有文献的基础上,以海南为例,建议利用一天中最低气温和最高气温之间约 15 ℃ 的温差进行发电。(c) 根据辐射波动理论和天线理论,推导出平面天线的组成和结构,并提出整流二极管的参数选择。这为利用整流天线转换长波辐射波奠定了理论和实践基础。(d) 利用长波辐射量子理论,提出了制造可直接转换长波辐射能量的元件的概念。在这四个方面的大规模利用中,都强调了水的绝热、储能和辐射特性,为广泛利用地球红外线提出了新的视角,为人类探索新能源和缓解地球温室效应提供了一条捷径,促进了人与自然的和谐共处。
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引用次数: 0
Review of the policies and development programs for renewable energy in Malaysia: Progress, achievements and challenges 马来西亚可再生能源政策和发展计划回顾:进展、成就与挑战
IF 2.7 4区 工程技术 Q1 Energy Pub Date : 2024-03-01 DOI: 10.1177/01445987241227509
Azreen Junaida Abd Aziz, Nurul Akidah Baharuddin, Rasyikah Md. Khalid, Siti Kartom Kamarudin
In 2022, Malaysia was ranked 28th worldwide in terms of its energy oil consumption. Energy consumption in Malaysia has been predominantly reliant on natural gas and coal in both the past and present. Oil and gas in Malaysia are predicted to be depleted in 14 years due to the high energy consumption, especially from petroleum sources. Thus, the Malaysian government aims to expand renewable energy (RE) in the country's energy mix as an alternative source of energy. As of 2022, Malaysia has generated roughly 2% of its electricity from various renewable sources, which is still far from the initial target of reaching 20% RE penetration by 2030. However, since 2017, RE has started to contribute to energy mix generation. Several policies, including an act, have been implemented in Malaysia to achieve the target in RE, but many challenges and difficulties have hindered the progress. Thus, the present study explored the current status and challenges for RE in Malaysia and discussed the effectiveness of the available energy policies and programs. The outcomes are potentially valuable to Malaysian policymakers, industries and researchers to improve their current practices for achieving the initial national RE target by 2030 as well as to move forward towards net zero emissions by 2050. This study provides a crucial roadmap for Malaysia to achieve its RE objectives and contribute significantly to the international transition towards a more environmentally friendly and sustainable future.
2022 年,马来西亚的能源石油消耗量在全球排名第 28 位。过去和现在,马来西亚的能源消耗主要依赖天然气和煤炭。由于能源消耗量大,特别是石油来源,马来西亚的石油和天然气预计将在 14 年内耗尽。因此,马来西亚政府的目标是在国家能源结构中扩大可再生能源(RE),将其作为一种替代能源。截至 2022 年,马来西亚约有 2% 的电力来自各种可再生能源,这与到 2030 年可再生能源渗透率达到 20% 的最初目标还相差甚远。不过,自 2017 年以来,可再生能源已开始为能源组合发电做出贡献。为了实现可再生能源的目标,马来西亚实施了多项政策,包括一项法案,但许多挑战和困难阻碍了进展。因此,本研究探讨了马来西亚可再生能源的现状和挑战,并讨论了现有能源政策和计划的有效性。研究成果对马来西亚的政策制定者、工业界和研究人员具有潜在价值,有助于他们改善目前的做法,以实现 2030 年国家可再生能源的初步目标,并在 2050 年实现净零排放。本研究为马来西亚实现其可再生能源目标提供了重要的路线图,并为国际社会向更环保、更可持续的未来转型做出了重要贡献。
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引用次数: 0
Epigenetic karst in carbonate buried hills and its influence on reservoir development: A case study of the Carboniferous Weixi’nan Sag, Beibuwan Basin, China 碳酸盐岩埋藏丘陵的表生岩溶及其对储层发育的影响:中国北部湾盆地石炭纪威西南嵯峨岩溶案例研究
IF 2.7 4区 工程技术 Q1 Energy Pub Date : 2024-02-28 DOI: 10.1177/01445987241233728
Yonghui Wang, Xianzhi Gao, Youhao Zhang, Yan Song, Hongmei Wang, Futao Qu
Karst is widely researched in the field of carbonate reservoirs. This study proposes a new formation mechanism and development model, specifically epigenetic karst, and asserts that high-quality reservoirs can be developed in the karst highlands and karst slopes of ancient landforms under the epigenetic karst with facies-controlled characteristics. The results indicate that there are three stages of karst in the study area. The first period is syngenetic karst, characterized by molds, intragranular dissolution pores, and micritization. Isotopic data reveal that the range of variation of carbonate rock 13C and 18O is similar to that of cement. The second period is epigenetic karst, the most significant karst in the study area. It undergoes a prolonged development time and features non-selective fabric dissolution. Oxygen and carbon isotopes exhibit negative values (18O ranges from −10.033‰ to −13.767‰ and 13C ranges from −2.56‰ to −0.52‰), which are significantly altered by atmospheric precipitation. The third period is buried karst, characterized by suture structure and asphaltene filling. The negative value of 18O in calcite veins is significantly <−15‰. The dissolved pores and caves formed by the epigenetic karst become the primary reservoir space for oil and gas in carbonate rocks. These exhibit facies-control characteristics, indicating that bioclastic limestone karst is well-developed and micritic limestone karst is underdeveloped. The study establishes a development model for karst reservoirs in the study area, selecting the highlands and slopes of ancient landforms as favorable exploration sites.
岩溶在碳酸盐岩储层领域得到广泛研究。本研究提出了一种新的形成机制和开发模式,特别是表生岩溶,并认为在具有面控特征的表生岩溶下,古地貌的岩溶高地和岩溶斜坡可以开发出优质储层。研究结果表明,研究区域的岩溶分为三个阶段。第一阶段为新生代岩溶,其特征是霉菌、粒内溶蚀孔隙和微裂隙化。同位素数据显示,碳酸盐岩 13C 和 18O 的变化范围与胶结物相似。第二个时期是表生岩溶,是研究区域最重要的岩溶。它的发育时间较长,具有非选择性结构溶解的特点。氧和碳同位素呈现负值(18O 从-10.033‰到-13.767‰,13C 从-2.56‰到-0.52‰),受大气降水的影响较大。第三个时期为埋藏岩溶,以缝合结构和沥青质填充为特征。方解石脉中的 18O 负值明显为 <-15‰。表生岩溶形成的溶孔和溶洞成为碳酸盐岩中油气的主要储集空间。这些岩溶呈现出面控特征,表明生物碎屑岩石灰岩岩溶发育良好,微晶岩石灰岩岩溶发育不足。该研究建立了研究区岩溶储层的开发模式,选择古地貌的高地和斜坡作为有利的勘探地点。
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引用次数: 0
Experimental study on the Klinkenberg effect for gas permeability in carboniferous shales, Eastern Qaidam Basin, China 中国东柴达木盆地石炭系页岩天然气渗透性的克林肯贝格效应实验研究
IF 2.7 4区 工程技术 Q1 Energy Pub Date : 2024-02-26 DOI: 10.1177/01445987241231328
Jun Gao, Zongxing Li, Meihua Wei, Changsheng Zhang
It is crucial to understand the conditions and influencing mechanisms of shale gas slip effect for predicting the productivity of shale gas reservoirs. This study focuses on the Carboniferous Hurleg Formation shales in the eastern Qaidam Basin and conducts gas permeability tests using different gases (He/N2), as well as geochemical and pore-structure tests. The slip behavior of different gases in micro- and nanopores as well as the anisotropy of gas permeability were analyzed and discussed. The results show that helium permeability is 1.81–3.56 times higher than nitrogen permeability, with a greater difference at lower pore pressures. These permeability differences are attributed to variations in gas molecule size and slip effects. Specifically, the slip effect of helium gas has a greater contribution to permeability at lower pore pressures, with a helium slip factor averaging 2.79 times that of nitrogen. The effective pore size of shale, calculated based on the helium slip factor, is 0.74 to 1.51 times larger than when nitrogen is used, with an average of 1.67 times. Helium molecules have smaller diameters and longer average molecular free paths, resulting in a more pronounced slip effect compared to nitrogen. While helium does not adsorb, nitrogen exhibits some adsorption, causing radial expansion during gas penetration. Furthermore, when testing with different gases, the horizontal permeability (S043∥; S052∥) is higher than the vertical permeability (S043⊥; S052⊥). The anisotropy of permeability is controlled by the pore system formed by the arrangement and combination of minerals. Calcium-rich samples (S052) tend to exhibit higher anisotropy compared to calcite-rich samples (S043). The effective pore size in the vertical sample is larger than that in the parallel sample, and the gas slip effect is significantly greater in the vertical sample. These findings provide valuable data for future studies on shale gas slip effects and productivity prediction.
了解页岩气滑移效应的条件和影响机制对于预测页岩气储层的产能至关重要。本研究以柴达木盆地东部石炭纪 Hurleg Formation 页岩为研究对象,使用不同气体(He/N2)进行了气体渗透性测试,并进行了地球化学和孔隙结构测试。对不同气体在微孔和纳米孔中的滑移行为以及气体渗透率的各向异性进行了分析和讨论。结果表明,氦气渗透率是氮气渗透率的 1.81-3.56 倍,在较低的孔隙压力下差异更大。这些渗透率差异归因于气体分子大小的变化和滑移效应。具体来说,氦气的滑移效应在较低的孔隙压力下对渗透率的影响更大,氦气的滑移系数平均是氮气的 2.79 倍。根据氦气滑移系数计算出的页岩有效孔径比使用氮气时大 0.74 到 1.51 倍,平均为 1.67 倍。氦气分子直径较小,平均分子自由路径较长,因此滑移效应比氮气更明显。氦气没有吸附作用,而氮气则有一定的吸附作用,导致气体渗透时径向膨胀。此外,在使用不同气体进行测试时,水平渗透率(S043∥;S052∥)高于垂直渗透率(S043⊥;S052⊥)。渗透率的各向异性受矿物排列组合形成的孔隙系统控制。与富含方解石的样品(S043)相比,富钙样品(S052)往往表现出更高的各向异性。垂直样品的有效孔隙尺寸大于平行样品,气体滑移效应在垂直样品中明显更大。这些发现为今后研究页岩气滑移效应和产能预测提供了宝贵的数据。
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Energy Exploration & Exploitation
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