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A real-time AI-assisted seismic monitoring system based on new nodal stations with 4G telemetry and its application in the Yangbi M_(S) 6.4 aftershock monitoring in southwest China 被引量:2
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作者 Junlun Li Huajian Yao +10 位作者 Baoshan Wang Yang Yang Xin Hu Lishu Zhang Beng Ye Jun Yang Xiaobin Li Feng Liu Guoyi Chen Chang Guo Wen Yang 《Earthquake Research Advances》 CSCD 2022年第2期3-10,共8页
A rapidly deployable dense seismic monitoring system which is capable of transmitting acquired data in real time and analyzing data automatically is crucial in seismic hazard mitigation after a major earthquake.Howeve... A rapidly deployable dense seismic monitoring system which is capable of transmitting acquired data in real time and analyzing data automatically is crucial in seismic hazard mitigation after a major earthquake.However,it is rather difficult for current seismic nodal stations to transmit data in real time for an extended period of time,and it usually takes a great amount of time to process the acquired data manually.To monitor earthquakes in real time flexibly,we develop a mobile integrated seismic monitoring system consisting of newly developed nodal units with 4G telemetry and a real-time AI-assisted automatic data processing workflow.The integrated system is convenient for deployment and has been successfully applied in monitoring the aftershocks of the Yangbi M_(S) 6.4 earthquake occurred on May 21,2021 in Yangbi County,Dali,Yunnan in southwest China.The acquired seismic data are transmitted almost in real time through the 4G cellular network,and then processed automat-ically for event detection,positioning,magnitude calculation and source mechanism inversion.From tens of seconds to a couple of minutes at most,the final seismic attributes can be presented remotely to the end users through the integrated system.From May 27 to June 17,the real-time system has detected and located 7905 aftershocks in the Yangbi area before the internal batteries exhausted,far more than the catalog provided by China Earthquake Networks Center using the regional permanent stations.The initial application of this inte-grated real-time monitoring system is promising,and we anticipate the advent of a new era for Real-time Intelligent Array Seismology(RIAS),for better monitoring and understanding the subsurface dynamic pro-cesses caused by Earth's internal forces as well as anthropogenic activities. 展开更多
关键词 seismic dense array 4G data transmission Real-time earthquake monitoring Machine-learning assisted processing Real-time intelligent array seismology
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Geophysical monitoring technology for CO_2 sequestration 被引量:1
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作者 马劲风 李琳 +6 位作者 王浩璠 谭明友 崔世凌 张云银 曲志鹏 贾凌云 张树海 《Applied Geophysics》 SCIE CSCD 2016年第2期288-306,417,418,共21页
Geophysical techniques play key roles in the measuring, monitoring, and verifying the safety of CO2 sequestration and in identifying the efficiency of CO2-enhanced oil recovery. Although geophysical monitoring techniq... Geophysical techniques play key roles in the measuring, monitoring, and verifying the safety of CO2 sequestration and in identifying the efficiency of CO2-enhanced oil recovery. Although geophysical monitoring techniques for CO2 sequestration have grown out of conventional oil and gas geophysical exploration techniques, it takes a long time to conduct geophysical monitoring, and there are many barriers and challenges. In this paper, with the initial objective of performing CO2 sequestration, we studied the geophysical tasks associated with evaluating geological storage sites and monitoring CO2 sequestration. Based on our review of the scope of geophysical monitoring techniques and our experience in domestic and international carbon capture and sequestration projects, we analyzed the inherent difficulties and our experiences in geophysical monitoring techniques, especially, with respect to 4D seismic acquisition, processing, and interpretation. 展开更多
关键词 Carbon capture and storage geophysical monitoring 4D seismic monitoring CO2 saturation reservoir pressure
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水驱4D地震监测岩石物理研究综述 被引量:6
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作者 云美厚 杨凯 +1 位作者 丁伟 唐庭海 《石油物探》 EI CSCD 2004年第3期309-312,共4页
在前人研究成果的基础上,从Gassmann理论、测井数据以及岩石物理实验3个方面着重对水驱4D地震监测的岩石物理基础进行了分析。基于Gassmann方程的理论计算表明,油气层纵波速度一般低于水层的速度,油水层存在一定的速度差异。来自大庆、... 在前人研究成果的基础上,从Gassmann理论、测井数据以及岩石物理实验3个方面着重对水驱4D地震监测的岩石物理基础进行了分析。基于Gassmann方程的理论计算表明,油气层纵波速度一般低于水层的速度,油水层存在一定的速度差异。来自大庆、胜利以及新疆等地的部分测井资料表明,油层速度略低于水层速度,但这种差异并不明显。部分岩石物理实验测量结果也表明,高孔隙度、高渗透率岩石一般具有饱油纵波速度低于饱水纵波速度的特点;然而,也有相当一部分岩石物理测量结果与4D地震实施的理论基础相抵触。因此,进一步深入细致地开展水驱4D地震监测的岩石物理基础研究是非常必要的。 展开更多
关键词 四维地震监测 水驱技术 孔隙率 渗透率 油水层 测井数据 4D地震油藏监测技术
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海域天然气水合物开采的4C-OBC时移地震动态监测模拟 被引量:1
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作者 朱贺 何涛 +2 位作者 梁前勇 吴学敏 董一飞 《北京大学学报(自然科学版)》 EI CAS CSCD 北大核心 2021年第1期99-110,共12页
为了掌控海域天然气水合物开采过程中的地质和环境风险,采用能够同时采集纵波信号和横波信号,并且满足实时性和长期性要求的四分量海底震缆(4C-OBC)技术,对天然气水合物储层进行时移地震动态监测。针对未来天然气水合物商业化开发时的... 为了掌控海域天然气水合物开采过程中的地质和环境风险,采用能够同时采集纵波信号和横波信号,并且满足实时性和长期性要求的四分量海底震缆(4C-OBC)技术,对天然气水合物储层进行时移地震动态监测。针对未来天然气水合物商业化开发时的水平井环境,通过射线追踪方法进行正演模拟,对地层模型进行地震照明分析,得到合理的4C-OBC布设参数,以期确保采集的地震数据具有良好的成像效果,并对不同开发阶段的时移地震数据进行走时与振幅分析。结果显示,差异走时与差异振幅均能很好地反映天然气水合物的开采程度,其中转换横波的效果更显著。观测系统的误差分析结果表明,震源船的定位误差不会对这套时移监测系统有明显的影响。总的来说,采用4C-OBC时移地震对天然气水合物储层进行动态监测的方案是有效的。 展开更多
关键词 四分量海底震缆(4C-OBC) 动态监测 时移地震 天然气水合物 射线追踪
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海域天然气水合物开发的地球物理监测 被引量:13
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作者 何涛 卢海龙 +2 位作者 林进清 董一飞 何健 《地学前缘》 EI CAS CSCD 北大核心 2017年第5期368-382,共15页
作为极具潜力的未来清洁能源,海域天然气水合物开发难度大、环境保护要求高,需要大范围地对水合物储层进行动态监控。然而,虽然在国外的天然气水合物试开发时,曾尝试对储层进行监测,但主要是局限于开发井周边小范围监测。对天然气水合... 作为极具潜力的未来清洁能源,海域天然气水合物开发难度大、环境保护要求高,需要大范围地对水合物储层进行动态监控。然而,虽然在国外的天然气水合物试开发时,曾尝试对储层进行监测,但主要是局限于开发井周边小范围监测。对天然气水合物藏的大规模监测,目前国内外都还没有建立起相关的技术系统,即使有关的研究都还很少。在未来的几年内,我国以及日本、韩国、印度等将在海域开展天然气水合物的长期试开发,在开发过程中对储层的大规模监测必不可少。本文从水合物藏的岩石物理特征出发,讨论了沉积物中水合物的饱和度和孔隙赋存状态对其声学和电学性质的影响规律,比较了基于水合物的地震和电磁性质的多种地球物理勘探手段应用于海域水合物藏大规模监测的可行性和利弊。针对我国南海天然气水合物生产试验和未来商业开发的储层监测需求,为实现对大区域水合物储层和海底变形的定量监测,我们设计的水合物试采过程监测系统由井中地球物理参量监控、三维全光纤4分量海底时移地震和海底多功能监测站三部分构成。该方案大量利用油气行业现有成熟技术,并对其进行优化设计,可实施性强,能够较全面地收集海域水合物开采过程中储层相关的基础数据,从而可为后续技术优化、水合物资源评价、海底环境保护、工程灾害预防等方面提供科学依据。 展开更多
关键词 天然气水合物 储层监测 4分量海底时移地震系统 海洋可控源电磁 海底变形
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陆相薄互层油藏四维地震监测存在的问题与建议 被引量:17
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作者 云美厚 丁伟 王新红 《石油地球物理勘探》 EI CSCD 北大核心 2005年第4期444-450,共7页
四维地震监测技术已经被成功地应用于海上油田的管理中,但陆上油田成功实例较少。本文在认真分析储层条件、油藏条件、地震条件的基础上,指出了我国陆相薄互层油藏四维地震监测存在的问题,并给出了一些建议。研究认为,岩石物理研究和可... 四维地震监测技术已经被成功地应用于海上油田的管理中,但陆上油田成功实例较少。本文在认真分析储层条件、油藏条件、地震条件的基础上,指出了我国陆相薄互层油藏四维地震监测存在的问题,并给出了一些建议。研究认为,岩石物理研究和可行性论证是实施陆相薄互层四维地震监测试验的基础;提高四维地震资料的可重复性是关键;叠前地震属性的研究和应用是四维地震解释的主要发展方向;多波多分量地震技术是一个非常重要的工具;现阶段陆相薄互层油藏四维地震监测试验应首先着眼于稠油热采监测、注气或注CO2监测以及高孔隙未固结或固结较差的砂岩水驱开采监测。 展开更多
关键词 薄互层 四维地震 油藏监测 水驱开采 稠油热采 四维地震监测 薄互层油藏 陆相 研究和应用 地震监测技术
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Application of Spectral Decomposition to Detection of Fracture-Cavity Carbonate Reservoir Beds in the Tahe OUfield,Tarim Basin,NW China 被引量:1
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作者 LIU Xiaoping YANG Xiaolan +1 位作者 ZHANG Yazhong HAN Long 《Acta Geologica Sinica(English Edition)》 SCIE CAS CSCD 2008年第3期530-536,共7页
Ordovician fracture-cavity carbonate reservoir beds are the major type of producing formations in the Tahe oilfield, Tarim Basin. The seismic responses of these beds clearly changes depending on the different distance... Ordovician fracture-cavity carbonate reservoir beds are the major type of producing formations in the Tahe oilfield, Tarim Basin. The seismic responses of these beds clearly changes depending on the different distance of the fracture-cavity reservoir bed from the top of the section. The seismic reflection becomes weak or is absent when the fracture-cavity reservoir beds are less than 20 ms below the top Ordovician. The effect on top Ordovician reflection became weaker with deeper burial of fracture-cavity reservoir beds but the developed deep fracture-cavity reservoir beds caused stronger reflection in the interior of the Ordovician. This interior reflection can be divided into strong long-axis, irregular and bead string reflections, and was present 80 ms below the top Ordovician. Aimed at understanding reflection characteristics, the spectral decomposition technique, which uses frequency to "tune-in" bed thickness, was used to predict Ordovician fracture-cavity carbonate formations in the Tahe oilfield. Through finely adjusting the processing parameters of spectral decomposition, it was found that the slice at 30 Hz of the tuned data cube can best represent reservoir bed development. Two large N-S-trending strong reflection belts in the mid-western part of the study area along wells TK440- TK427-TK417B and in the eastern part along wells TK404-TK409 were observed distinctly on the 30 Hz slice and 4-D time-frequency data cube carving. A small N-S trending reflection belt in the southern part along wells T403-TK446B was also clearly identified. The predicted reservoir bed development area coincides with the fracture-cavities connection area confirmed by drilling pressure testing results. Deep karst cavities occur basically in three reservoir bed-development belts identified by the Ordovician interior strong reflection. Spectral decomposition proved to be a useful technique in identifying fracture-cavity reservoir beds. 展开更多
关键词 seismic response tuning cube 4-d time-frequency data cube fracture-cavity reservoir bed Ordovician carbonate Tahe oilfield Xinjiang
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