... 2024 Copyright 2024, Society of Petrophysicists & Well Log Analysts geology rock type saudi arabia government data mining porosity geologist asia government norway government well logging machine learning united states government europe government artificial intelligence...

... workflow is a valuable and complementary tool for evaluating uncertainty in mature geospatial data. upstream oil & gas reservoir simulation modeling & simulation data mining united states government europe government algorithm log analysis variance canada government variogram workflow...

...Xiongyan Li Due to the complexity of lithologies and pore types, the permeability calculation of complex carbonate reservoirs has always been a difficult problem. To accurately calculate the permeability of complex carbonate reservoirs, a data mining technique is introduced. The technical process...

... to linear correlations. These techniques are very popular when combined with dynamic programming for solving problems related to speech, voice, and pattern recognition, data mining, information retrieval, and signal processing, among others (Müller, 2007). Even though DTW is designed for time series, it can...

.... 2021. Society of Petrophysicists & Well Log Analysts 15 11 2020 10 4 2021 1 6 2021 1 6 2021 machine learning data mining neural network engineering well-3 drilling vertical complex lithology real-time prediction reservoir characterization artificial...

...Elton Frost, Jr.; Terrence Quinn Although much has been written about methods for estimating and interpreting log measurements, new emphasis must be given to data quality as data-mining methods become more prevalent. These methods are highly dependent on the quality of the original acquired data...

... logging data mining petrophysics december 2018 ultradeep azimuthal propagation resistivity measurement Upstream Oil & Gas uncertainty quantification log analysis december 2018 transaction data-driven interpretation transdimensional stochastic inversion 786 PETROPHYSICS December 2018 3...

... a heavy-oil reservoir shows that the methodology could accurately resolve fluid signatures including heavy oil, clay-bound and capillary-bound water. 1 4 2017 1 4 2017 2017. Society of Petrophysicists & Well Log Analysts data mining well logging coefcient bss technique...

... as opposed to scanty, discrete core data. The proposed approach combines data mining and expert systems to accurately predict the formation permeability from wireline well logs. It involves a two step procedure. First, principal components analysis, cluster analysis, and classification-tree analysis...

..., and that particular type of rock belonging to the greatest probability will be selected as corresponding to the given depth point or layer. 1 5 1983 1 5 1983 1983. Society of Petrophysicists & Well Log Analysts data mining m-th rock type different rock type log analysis upper boundary...

.... 1 5 1971 1 5 1971 1971. Society of Petrophysicists & Well Log Analysts data mining Pliocene hydrocarbon bearing zone log analysis southern california water saturation well logging offshore southern california quantitative evaluation porosity response equation Offshore...

... of Petrophysicists & Well Log Analysts well logging water resistivity porosity Upstream Oil & Gas Colorado School hydrocarbon production data mining resistivity index hydrocarbon bearing zone resistivity determination geologic section normal distribution log analysis average value water...