广义Beta小波域地震高分辨率处理方法研究OACSTPCD
Research on high-resolution seismic processing method in the generalized Beta wavelet domain
渤海湾南部海域A油田是典型的辫状三角洲沉积.由于前积体储层埋藏较深,地震资料主频低且纵向分辨率不够,影响单期前积体储层刻画的准确性.针对这一问题,研究提出了将地震高分辨率处理方法表示成小波域中带有正则化约束的反演问题,引入非凸稀疏约束获得更稳健、准确的衰减补偿结果,从而提高地震资料的纵向分辨率;然后引入广义Beta小波变换,得到更佳匹配地震数据的时频谱,进而补偿每个频率衰减的基于非凸稀疏约束的广义Beta小波域地震高分辨率处理方法.经A油田的无噪及含噪合成地震数据和二维地震数据验证结果表明:研究提出的处理方法能够有效提高地震资料的纵向分辨率,地震波强弱信号关系明显,同相轴横向变化(尖灭)突出,与井震匹配结果吻合程度较高.利用研究成果追踪解释前积体,可以准确刻画岩性圈闭的边界,为后续井位部署和井轨迹优化提供技术支撑.
The A oilfield in Bohai Bay is a typical braided delta deposit.Due to the deep burial of the fore-accumulation reservoir,the seismic data have a low main frequency and insufficient longitudinal resolution,which affects the accuracy of the characterization of the single-stage fore-accumulation reservoir.To address this issue,a generalized Beta wavelet domain seismic high-resolution processing method based on non-convex sparse constraints is proposed.Firstly,this high-resolution seismic processing method is represented as an inversion problem with regularization constraints in the wavelet domain,and the non-convex sparse constraints are introduced to obtain more robust and accurate attenuation compensation results,thereby enhancing the longitudinal resolution of seismic data.Secondly,the generalized Beta wavelet transform is introduced to obtain a better time-frequency spectrum that more closely matches the seismic data,and then compensate for the attenuation of each frequency.Finally,the validation results of the noise-free and noisy synthetic seismic data and 2D seismic data of A oilfield show that the proposed processing method can effectively improve the longitudinal resolution of seismic data.The relationship between the strong and weak seismic signals is obvious,and the transverse changes of the in-phase axis(pinch-out)are prominent,with the matching results of the seismic-well ties being in good agreement.Utilizing the research results to interpret the fore-accumulation can accurately characterize the lithologic trap boundary,providing technical support for the subsequent well location deployment and well trajectory optimization.
黄江波;唐何兵;吕振宇;张正龙
中海石油(中国)有限公司天津分公司渤海石油研究院,天津 300459
高分辨率处理广义Beta小波变换非凸稀疏约束反问题
High resolution processingGeneralized Beta wavelet transformNon-convex sparse constraintInverse problem
《天然气与石油》 2024 (004)
22-29 / 8
中国海洋石油有限公司"十四五"重大科技项目"潜山油气成藏理论与勘探关键技术"(KJGG2022-0302)
评论