The total organic carbon content is an important indicator for evaluating source rocks. lithology of the Majiagou Formation in Tao 112 well area eastern Ordos Basin complex and changeable. rock TOC usually only 0.3%, logging response to not obvious. traditional method calculations using a linear relationship ideal. Convolutional neural networks can be used help with these calculations, but they...

The volume of shale (Vsh) is a critical parameter in petrophysical analysis that enables the accurate estimation other parameters like effective porosity, saturation and Net-to-Gross. This an important step characterization reservoirs as well valuation hydrocarbon potentials. GR (Gamma Ray), Neutron Density Potassium, Uranium Thorium logs were adopted to estimate analyze Vsh for sand 4 reservoi...

Abstract Cement bond logs (CBL) and variable density log (VDL) are one of the vital logging techniques used to evaluate cement-casing-formation bonds before well testing or execution production operation in well. These also crucial during workover maintain integrity The provide a clear view quality cement with casing formation. microannulus other deviations bonding between formation recorded us...

This paper presents a technique for the automated removal of noise from process execution logs. Noise is the result of data quality issues such as logging errors and manifests itself in the form of infrequent process behavior. The proposed technique generates an abstract representation of an event log as an automaton capturing the direct follows relations between event labels. This automaton is...

Petrophysical interpretation of well logs acquired in organic shales and carbonates is challenging because of the presence of thin beds and spatially complex lithology; conventional interpretation techniques often fail in such cases. Recently introduced methods for thin-bed interpretation enable corrections for shoulder-bed effects on well logs but remain sensitive to incorrectly picked bed bou...

Accurately measuring wettability is of the utmost importance because it influences several reservoir parameters while also impacting potential, recovery, development, and management plan. As such, this study proposes a new formulated mathematical model based on correlation between Amott-USBM measurement field NMR T2LM log. The exponential relationship existence immiscible fluids in pore space h...

Analysis of heterogeneous gas sand reservoirs is one of the most difficult problems. These reservoirs usually produce from multiple layers with different permeability and complex formation, which is often enhanced by natural fracturing. Therefore, using new well logging techniques like NMR or a combination of NMR and conventional openhole logs, as well as developing new interpretation methodolo...