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基于 BP 人工神经网络储集层参数面向微相预测法 被引量:4
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作者 杜亚军 杨龙 何政伟 《成都理工大学学报(自然科学版)》 CAS CSCD 1998年第S1期112-116,共5页
为了提高BP人工神经网络学习速度和精度,以及对储参预测的效果,本文从学习样本着手,针对储集层不同的沉积微相,及其沉积环境等特点的不同,选取相应的学习样本模型——面向微相预测法。充分体现了样本典型性、代表性的地质意义。... 为了提高BP人工神经网络学习速度和精度,以及对储参预测的效果,本文从学习样本着手,针对储集层不同的沉积微相,及其沉积环境等特点的不同,选取相应的学习样本模型——面向微相预测法。充分体现了样本典型性、代表性的地质意义。其效果比人们常规作法有显著的改善。 展开更多
关键词 面向微相预测 BP人工神经网络 储参预测
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综合多学科信息建模——以港东开发区二区六区块储层微相三维分布模型为例 被引量:8
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作者 尹艳树 翟瑞 吴胜和 《天然气地球科学》 EI CAS CSCD 2007年第3期408-411,共4页
遵循从点(单井)到面(二维平面分布)再到体(三维空间分布)的研究流程,提出了利用岩心、测井、地震以及动态资料等多学科信息对储层微相分布进行预测的思路,即:通过区域地质背景分析和井点岩心资料细分沉积微相来建立岩电模型;在此基础上... 遵循从点(单井)到面(二维平面分布)再到体(三维空间分布)的研究流程,提出了利用岩心、测井、地震以及动态资料等多学科信息对储层微相分布进行预测的思路,即:通过区域地质背景分析和井点岩心资料细分沉积微相来建立岩电模型;在此基础上,通过单井相分析并结合砂体二维等值线图和地震资料识别的河道(带)来建立储层微相平面分布模型;利用动态资料,确定砂体连通及延展情况,精细解剖砂体,获得不同微相储层的结构特征参数;利用随机模拟方法,预测储层微相三维展布特征。根据以上思路,建立了大港油田港东开发区河流相储层三维分布模型,为油田生产提供了地质依据,也为随后的储层物性预测乃至数值模拟研究提供了必要的支持。 展开更多
关键词 多学科信息 综合 储层微相预测 大港油田
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M油田北块主力层系沉积微相分析与应用
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作者 黄飞 《内蒙古石油化工》 CAS 2014年第10期149-150,共2页
M油田北块主力层承存在构造复杂、沉积微相认识不清、储层分布不明确等问题,因此需要更合理的沉积微相认识来指导油田中后期开发调整和挖潜。本次研究从测井由线入手分析了T砂储层单井、平面沉积微相发育特征和地层沉积微相演化特征,其... M油田北块主力层承存在构造复杂、沉积微相认识不清、储层分布不明确等问题,因此需要更合理的沉积微相认识来指导油田中后期开发调整和挖潜。本次研究从测井由线入手分析了T砂储层单井、平面沉积微相发育特征和地层沉积微相演化特征,其成果与实际生产相吻合,并指导了该块的调整挖潜取得了良好的效果。 展开更多
关键词 主力区块 测井 沉积演化 微相预测 可采储量
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普光气田高效井设计技术 被引量:4
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作者 何生厚 孔凡群 +1 位作者 王寿平 曾大乾 《中国工程科学》 2010年第10期24-28,共5页
普光气田是我国目前发现的最大海相气田,具有高含硫化氢、超深层、储层非均质性强、气水关系复杂等特点。国内没有成功开发类似气田的先例。在普光气田开发建设过程中,实时跟踪新井资料,动态开展沉积微相、储层预测、含气性预测等研究,... 普光气田是我国目前发现的最大海相气田,具有高含硫化氢、超深层、储层非均质性强、气水关系复杂等特点。国内没有成功开发类似气田的先例。在普光气田开发建设过程中,实时跟踪新井资料,动态开展沉积微相、储层预测、含气性预测等研究,及时优化井位设计,培育高产气井,逐步完善形成了一套高效井设计技术,为实现普光气田高效开发提供了强有力的技术支撑。 展开更多
关键词 碳酸盐岩 沉积、储层预测 含气性预测 高效井 设计
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Experimental and numerical investigation of failure mode in geometrically imperfect DP590 steel
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作者 ZHUANG XinCun XU Cheng ZHAO Zhen 《Science China(Technological Sciences)》 SCIE EI CAS CSCD 2015年第3期476-484,共9页
Various microstructure-level finite element models were generated according to the real microstructure of DP590 steel to capture the mechanical behavior and fracture mode.The failure mode of the dual-phase(DP)steels,m... Various microstructure-level finite element models were generated according to the real microstructure of DP590 steel to capture the mechanical behavior and fracture mode.The failure mode of the dual-phase(DP)steels,mainly resulting from microstructure-level inhomogeneity and initial geometrical imperfection,was predicted using the plastic strain localization theory.In addition,dog-bone-type tensile test specimens with different edge qualities were prepared and the deformation processes were recorded using a digital image correlation system.When the steel exhibited no initial geometrical imperfection,void initiation was triggered by decohesion between martensite and ferrite which was predicted based on the severe strain concentration,or tensile stress in areas where stress triaxiality and strain values were high.Final failure was caused by shear localization in the vicinity.Moreover,the initial geometrical imperfections severely affected the overall ductility and failure mode of the DP590steel.When initial geometrical imperfections were deeply ingrained,an incipient crack began at the site of initial geometrical imperfection,and then caused progressive damage throughout the microstructure,from the area of shear localization to the final fracture.Overall,the depth of the geometrical imperfection was the critical factor in determining whether internal decohesion or a local crack plays a dominant role. 展开更多
关键词 representative volume element dual-phase(DP) steel geometrical imperfection failure mode
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The relative energies of polypeptide conformers predicted by linear scaling second-order M?ller-Plesset perturbation theory
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作者 GUO Yang LI Wei +1 位作者 YUAN DanDan LI ShuHua 《Science China Chemistry》 SCIE EI CAS 2014年第10期1393-1398,共6页
We describe an implementation of the cluster-in-molecule (CIM) resolution of the identity (RI) approximation second-order Moller-Plesset perturbation theory (CIM-RI-MP2), with the purpose of extending RI-MP2 cal... We describe an implementation of the cluster-in-molecule (CIM) resolution of the identity (RI) approximation second-order Moller-Plesset perturbation theory (CIM-RI-MP2), with the purpose of extending RI-MP2 calculations to very large systems. For typical conformers of several large polypeptides, we calculated their conformational energy differences with the CIM-RI-MP2 and the generalized energy-based fragmentation MP2 (GEBF-MP2) methods, and compared these results with the density functional theory (DFT) results obtained with several popular functionals. Our calculations show that the conformational energy differences obtained with CIM-RI-MP2 and GEBF-MP2 are very close to each other. In comparison with the GEBF-MP2 and CIM-RI-MP2 relative energies, we found that the DFT functionals (CAM-B3LYP-D3, LC-ωPBE-D3, M05-2X, M06-2X and coB97XD) can give quite accurate conformational energy differences for structurally similar conformers, but provide less-accurate results for structurally very different conformers. 展开更多
关键词 cluster-in-molecule generalized energy-based fragmentation second-order Moller-Plesset perturbation theory resolution of the identity relative energy
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