Optimization driven model-space approach for gas clouds using full waveform inversion

Prajapati, S. and Ghosh, D.P. and Yousoff, W.I.B.W. and Iskandar, B.S. and Perak, T. (2014) Optimization driven model-space approach for gas clouds using full waveform inversion. In: UNSPECIFIED.

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Abstract

Exact quantitative information from seismogram based on full-wavefield modeling with non-linear wave equation method enhanced by computational cost and time over-burden, conventional full waveform inversion (FWI) method is a very challenging. Due to the limited accuracy, lack of adequate and accurate initial velocity model, and the approximate modeling of the wave-physics complexity, local minima does not prevent towards the convergence of misfit function. An alternative simultaneous-source encoding inversion technique is proposed. With the use of proposed algorithm, successfully recoverd the true geological information though inversion, however, the use of simultaneous source introduces the crosstalk artifacts which are efficient at higher frequencies and minimum at low frequencies, which we can clearly see in the model fit at top but it has minimal effect on whole dataset. However, we successfully recovered the true geological structure. Copyright © 2014, International Petroleum Technology Conference.

Item Type: Conference or Workshop Item (UNSPECIFIED)
Additional Information: cited By 2; Conference of International Petroleum Technology Conference 2014 - Innovation and Collaboration: Keys to Affordable Energy, IPTC 2014 ; Conference Date: 10 December 2014 Through 12 December 2014; Conference Code:112331
Uncontrolled Keywords: Geology; Petroleum engineering, Full-waveform inversion; Geological information; Geological structures; Inversion techniques; Model space approaches; Nonlinear wave equation; Quantitative information; Simultaneous sources, Waveform analysis
Depositing User: Mr Ahmad Suhairi UTP
Date Deposited: 09 Nov 2023 16:16
Last Modified: 09 Nov 2023 16:16
URI: https://khub.utp.edu.my/scholars/id/eprint/4552

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