基于测井资料的油层智能识别——以松辽盆地中央坳陷区古龙凹陷古龙向斜储层为研究对象  

Oil layer identification based on logging data——Taking the Gulong Synclinal Reservoir in the Central Depression of the Songliao Basin as the Research Object

作　　者：童宇 李文志 Tong yu;LiWenzhi(State Key Laboratory of Nuclear Resources and Environment(East China University of Technology),Nanchang 330013,Jiangxi,China)

机构地区：[1]核资源与环境国家重点实验室<东华理工大学>,江西南昌330013

出　　处：《西部探矿工程》2025年第3期31-34,38,共5页West-China Exploration Engineering

基　　金：东华理工大学核资源与环境国家重点实验室开放基金,致密层系井震结合计算三维TOC实现油油兼探方法研究(2020NRE27)。

摘　　要：油层识别是油气勘探与开发中关键的步骤,它对油气藏的发现、评价和开发具有至关重要的作用。通过准确的油层识别,可以有效地确定油气资源的分布,评估其潜力,并为后续的开采活动提供科学依据。这项工作不仅减少了对地质专家的依赖,而且提高了岩性识别的准确性和效率,尤其在复杂和不确定性较高的地质环境中,油层识别技术的应用能够提供更为可靠的岩性判别结果。随着计算机技术和人工智能的飞速发展,测井岩性识别技术迎来了革命性的变革,使得油层识别工作更加高效和精确。因此,油层识别不仅关系到油气资源的有效开发,也是推动油气行业科技进步和创新的重要驱动力。Oil layer identification is a key step in oil and gas exploration and development,which plays a crucial role in the discovery,evaluation,and development of oil and gas reservoirs.Through accurately identification of oil layer,the distribution of oil and gas resources can be effectively determined,its potential can be evaluated,and scientific basis can be provided for subsequent exploitation activities.This work not only reduces the dependence on geological experts,but also improves the accuracy and efficiency of lithology identification.Especially in complex and highly uncertain geological environments,the application of oil layer identification technology can provide more reliable lithology identification results.With the rapid development of computer technology and artificial intelligence,logging lithology identification technology has undergone a revolutionary change,which makes the identification of oil layer more efficient and accurate.Therefore,oil layer identification is not only related to the effective development of oil and gas resources,but also an important driving force for promoting scientific and technological progress and innovation in the oil and gas industry.

关 键 词：油层识别 测井评价 人工智能 

分 类 号：P631.8[天文地球—地质矿产勘探]