Title :
Joint inversion of porosity for establishing velocity-conductivity relationship by using Levenberg-Marquardt and singular value decomposition
Author :
Khairy, Hilfan ; Harith, Zuhar Zahir Tn
Author_Institution :
Geosci. & Pet. Eng., Univ. Teknol. Petronas, Tronoh
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 SVD 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 then iteratively optimized to yield the most fitting parameter. The perturbation model resulted is then compared to the log properties (real data). From 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.
Keywords :
acoustic signal processing; seismic waves; singular value decomposition; Levenberg-Marquardt; electrical-porosity; fluid type analysis; joint inversion; joint porosity optimization; perturbation model; pseudo velocity log; seismic processing; seismogram synthetic analysis; singular value decomposition; sonic-porosity; velocity-conductivity relationship; Intelligent systems; Singular value decomposition;
Conference_Titel :
Intelligent and Advanced Systems, 2007. ICIAS 2007. International Conference on
Conference_Location :
Kuala Lumpur
Print_ISBN :
978-1-4244-1355-3
Electronic_ISBN :
978-1-4244-1356-0
DOI :
10.1109/ICIAS.2007.4658449