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An impedance inversion method based on wavelet energy balancing

机译:一种基于小波能量平衡的阻抗反演方法

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Accurate wavelet estimation is absolutely critical to the success of any seismic inversion. The inferred shape of seismic wavelet may strongly influence the seismic inversion result and, thus, subsequent assessments of the reservoir quality. Wavelet amplitude is a key factor in the process of wavelet estimation. So, this paper proposes a method with wavelet energy balancing strategy of impedance inversion. However, inversion problems are generally ill-posed. Regularization methods are essential for solving such problems, this paper we adopt regularization method to solute its intrinsic ill-posed problem. Meanwhile, we make improvements to conjugate gradient search direction on the basis of normal conjugate gradient algorithm. Theoretic simulations are made and the field data are applied, it is proved that this method has advantage of high precision, robustness, and wide range of applications.
机译:准确的小波估计对于任何地震反转的成功绝对至关重要。地震小波的推断形状可能会强烈影响地震反转结果,从而强烈影响水库质量的后续评估。小波幅度是小波估计过程中的一个关键因素。因此,本文提出了一种阻抗反转的小波能量平衡策略的方法。然而,反演问题通常是不良的。正规化方法对于解决这些问题至关重要,本文采用了规范化方法来溶于其内在的疾病问题。同时,我们基于正常共轭梯度算法改进了共轭梯度搜索方向。进行理论模拟并应用现场数据,证明该方法具有高精度,鲁棒性和广泛应用的优势。

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