Joint inversion of porosity for establishing velocity-conductivity relationship by using Levenberg-Marquardt and singular value decomposition

Z.Z.Tn., Harith and H., Khairy (2007) Joint inversion of porosity for establishing velocity-conductivity relationship by using Levenberg-Marquardt and singular value decomposition. In: 2007 International Conference on Intelligent and Advanced Systems, ICIAS 2007, 25 November 2007 through 28 November 2007, Kuala Lumpur.

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Abstract

The velocity information is very crucial in seismic processing particularly to generate seismogram synthetic and fluid type analysis. Pseudo velocity log can be constructed by using conductivity log (reverse of resistivity). The relationship of velocity and conductivity in this paper is developed by joint porosity optimization using integrated Levenberg-Marquardt and SVI) techniques. The main goal of the research is to construct an alternatively new technique velocity-conductivity relationship based on inversion process. The sonic-porosity and electrical-porosity are formulated and theu iteratively optimized to yield the most fitting parameter. The perturbation model resulted is then compared to the log properties (real data). Froni synthetic data resulted R=0.9019 and R=0.3286 of near and far input model parameter respectively. If the most sensitive model perturbation is eliminated, it yields R=0.9475. ©2007 IEEE.

Item Type: Conference or Workshop Item (Paper)
Uncontrolled Keywords: Porosity; Singular value decomposition; Fitting parameters; Input models; Inversion processes; Joint inversions; New techniques; Perturbation models; Real datums; Seismic processing; Singular values; Synthetic datums; Type analysis; Velocity informations; Velocity
Subjects: T Technology > TN Mining engineering. Metallurgy
Departments / MOR / COE: Departments > Geoscience & Petroleum Engineering
Depositing User: Assoc. Prof Dr Zuhar Zahir Tuan Harith
Date Deposited: 01 Mar 2010 03:56
Last Modified: 19 Jan 2017 08:27
URI: http://scholars.utp.edu.my/id/eprint/255

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