Estimation of rock mechanical parameters using artificial intelligence tools

Z Tariq, SM Elkatatny, MA Mahmoud… - ARMA US Rock …, 2017 - onepetro.org
Good understanding of the mechanical behavior of reservoir rock is very important in
reducing the problems related to wellbore stability, sand production and reservoir …

Application of artificial intelligent techniques to determine sonic time from well logs

SM Elkatatny, T Zeeshan, M Mahmoud… - ARMA US Rock …, 2016 - onepetro.org
Geo-mechanical parameters are very important in petroleum industry. In order to obtain the
geomechanical parameters, the sonic log (compressional and shear velocities) should be …

Prediction of rock mechanical parameters for hydrocarbon reservoirs using different artificial intelligence techniques

A Abdulraheem, M Ahmed, A Vantala… - SPE Kingdom of Saudi …, 2009 - onepetro.org
Rock mechanical parameters of reservoir rocks play an extremely important role in solving
problems related to almost all operations in oil or gas production. A continuous profile of …

Estimation of elastic modulus of intact rocks by artificial neural network

I Ocak, SE Seker - Rock Mechanics and Rock Engineering, 2012 - Springer
The modulus of elasticity of intact rock (E i) is an important rock property that is used as an
input parameter in the design stage of engineering projects such as dams, slopes …

Applications of intelligent systems in petroleum geomechanics-prediction of geomechanical properties in different types of sedimentary rocks

M Rajabi, M Tingay - … EAGE Workshop on Geomechanics and Energy, 2013 - earthdoc.org
Rock mechanical properties including wave velocities, Poisson's ratio, Young's, shear and
bulk modulus have important applications in geomechanical analysis of petroleum …

Estimation of strength parameters of rock using artificial neural networks

K Sarkar, A Tiwary, TN Singh - Bulletin of engineering geology and the …, 2010 - Springer
The accurate determination of geomechanical properties such as uniaxial compressive
strength and shear strength requires considerable time in collecting appropriate samples …

[PDF][PDF] Rock Mechanical Properties: A Review of Experimental Tests and Prediction Approaches

DS Mahdi, AAA A Alrazzaq - Iraqi Journal of Oil and Gas Research (IJOGR), 2023 - iasj.net
The state of the economy today highlights the requirement for better engineering designs in
drilling, well completion, and reservoir production processes. Continuous profiles of rock …

Prediction of the static and dynamic mechanical properties of sedimentary rock using soft computing methods

AI Lawal, S Kwon, AE Aladejare… - Geomechanics and …, 2022 - koreascience.kr
Rock properties are important in the design of mines and civil engineering excavations to
prevent the imminent failure of slopes and collapse of underground excavations. However …

[PDF][PDF] Estimation of the rock mechanical properties using conventional log data in North Rumaila field

W Al-Kattan, NJ Al-Ameri - Iraqi Journal of Chemical and Petroleum …, 2012 - iasj.net
Hydrocarbon production might cause changes in dynamic reservoir properties. Thus the
consideration of the mechanical stability of a formation under different conditions of drilling …

Estimation of rock dynamic elastic property profiles through a combination of soft computing, acoustic velocity modeling, and laboratory dynamic test on core samples

B Widarsono, PM Wong, F Saptono - SPE Asia Pacific Oil and Gas …, 2001 - onepetro.org
This paper presents a new approach for estimating rock elastic properties in wells,
especially for wells with limited log suites. The approach is basically a combination of efforts …