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An impedance inversion method based on wavelet energy balancing

机译: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演的成功都是至关重要的。地震子波的推断形状可能会强烈影响地震反演结果,进而影响储层质量的后续评估。小波幅度是小波估计过程中的关键因素。因此,本文提出了一种具有小波能量平衡策略的阻抗反演方法。但是,反演问题通常是不适当的。正则化方法对于解决此类问题至关重要,本文采用正则化方法解决其固有的不适定问题。同时,在常规共轭梯度算法的基础上,对共轭梯度搜索方向进行了改进。进行了理论仿真并应用了现场数据,证明了该方法具有较高的精度,鲁棒性和广泛的应用范围。

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