Prediction of the Shear Wave Velocity from Compressional Wave Velocity for Gachsaran Formation
Research output: Contribution to journal › Article › Research › peer-review
Authors
External Organisational units
- Kharazmi University
- Department of Drilling Engineering
- Petroleum University of Technology, Ahwaz, Iran
Abstract
Shear and compressional wave velocities, coupled with other petrophysical data, are very important for hydrocarbon reservoir characterization. In situ shear wave velocity (Vs) is measured by some sonic logging tools. Shear velocity coupled with compressional velocity is vitally important in determining geomechanical parameters, identifying the lithology, mud weight design, hydraulic fracturing, geophysical studies such as VSP, etc. In this paper, a correlation between compressional and shear wave velocity is obtained for Gachsaran formation in Maroon oil field. Real data were used to examine the accuracy of the prediction equation. Moreover, the genetic algorithm was used to obtain the optimal value for constants of the suggested equation. Furthermore, artificial neural network was used to inspect the reliability of this method. These investigations verify the notion that the suggested equation could be considered as an efficient, fast, and cost-effective method for predicting Vs from Vp.
Details
Original language | English |
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Pages (from-to) | 1231-1243 |
Number of pages | 13 |
Journal | Acta Geophysica |
Volume | 63.2015 |
Issue number | 5 |
DOIs | |
Publication status | Published - 17 Dec 2016 |
Externally published | Yes |