煤岩气测井评价技术现状与挑战OA
Current Status and Challenges of Log Evaluation Technology for Coal-Rock Gas
为煤岩气资源勘探开发提供技术支撑,助力"碳达峰、碳中和"目标的实现,系统对比了典型探区煤岩气储层特征及其与煤层气的差异、总结了煤岩气测井评价技术现状、梳理了煤岩气测井评价面临的挑战并指出其未来发展方向.研究表明:①煤岩气储层具有高温高压、孔隙结构复杂、非均质性强及游离气与吸附气共存的典型特征,鄂尔多斯盆地本溪组游离气含量平均占比 24.48%,准噶尔盆地西山窑组游离气含量平均占比达 54.00%;②测井技术在煤体结构识别、工业组分计算、吸附气含量评价等方面已取得成效,可通过常规测井曲线、电成像资料等实现煤体结构连续评价,借助多元回归、机器学习等方法建立工业组分和含气量计算模型;③煤岩气测井评价目前面临游离气含量标定与定量评价、割理识别与参数刻画、多重孔隙结构下渗透率预测、煤系地层力学性质评价等四大核心挑战;④未来需通过创新岩石物理实验方法与仪器、构建多孔隙空间解释模型、发展大数据智能算法等路径突破技术瓶颈.结论认为,煤岩气作为重要战略接替资源,其测井评价需针对储层独特性开展系统性技术创新,建立综合评价体系,才能有效解决当前评价难题,支撑资源高效勘探开发.
To provide technical support for the exploration and development of coal-rock gas resources,and facilitate the achievement of the"carbon peaking and carbon neutrality"goals,this study systematically compares the reservoir characteristics of coal-rock gas in typical exploration areas and their differences from coalbed methane,summarizes the current status of coal-rock gas logging evaluation technology,outlines the challenges faced in coal-rock gas logging evaluation,and points out its future development directions.The research indicates that:① Coal-rock gas reservoirs are characterized by high temperature and pressure,complex pore structures,strong heterogeneity,and coexistence of free gas and adsorbed gas.In the Benxi formation of the Ordos basin,free gas accounts for an average of 24.48%,while in the Xishanyao formation of the Junggar basin,free gas accounts for an average of 54.00%.② Logging technology has achieved results in identifying coal structure,calculating industrial components,and evaluating adsorbed gas content.Continuous evaluation of coal structure can be achieved through conventional logging curves and electrical imaging data,while industrial component and gas content calculation models can be established using methods such as multiple regression and machine learning.③ Coal-rock gas logging evaluation currently faces four core challenges:calibration and quantitative evaluation of free gas content,cleat identification and parameter characterization,permeability prediction under multiple pore structures,and evaluation of mechanical properties in coal-bearing strata.④ Future breakthroughs in technological bottlenecks require innovative rock physics experimental methods and instruments,the construction of multi-porosity space interpretation models,and the development of big data intelligent algorithms.The conclusion states that,as an important strategic alternative resource,coal-rock gas logging evaluation requires systematic technological innovation tailored to the uniqueness of the reservoir and the establishment of a comprehensive evaluation system to effectively address current evaluation challenges and support efficient resource exploration and development.
刘蝶;周金昱;宋连腾;刘忠华;田立立;吴明松;李晔;党文乐
中国石油长庆油田公司勘探开发研究院,陕西 西安 710018中国石油长庆油田公司勘探开发研究院,陕西 西安 710018中国石油勘探开发研究院,北京 100083中国石油勘探开发研究院,北京 100083中国石油长庆油田公司勘探开发研究院,陕西 西安 710018中国石油长庆油田公司勘探开发研究院,陕西 西安 710018中国石油勘探开发研究院,北京 100083油气资源与工程全国重点实验室,北京 102249||中国石油大学(北京)地球科学学院,北京 102249
天文与地球科学
煤岩气测井评价游离气割理储层参数渗透率煤系地层人工智能
coal-rock gaslog evaluationfree gascleatreservoir parameterpermeabilitycoal-bearing strataartificial intelligence
《测井技术》 2026 (1)
1-15,15
国家科技重大专项项目"深层煤岩气成藏机理与效益开发技术"(2025ZD1404200)长庆油田重大科技专项项目"深地煤岩气成藏理论与效益开发技术研究"(2023DZZ01)中国石油集团科学技术研究院有限公司科学研究与技术项目"煤岩气富集机制与勘探开发关键技术研究"(2024yzz)
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