1-19 of 19
Keywords: regression
Close
Follow your search
Access your saved searches in your account

Would you like to receive an alert when new items match your search?
Close Modal
Sort by
Proceedings Papers

Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE/IATMI Asia Pacific Oil & Gas Conference and Exhibition, October 10–12, 2023
Paper Number: SPE-215326-MS
... oil & gas artificial intelligence machine learning application dataset regression coefficient asia government reservoir surveillance well testing enhance gas well testing exploring metric petroleum engineer deliverability society Introduction The history of gas well...
Proceedings Papers

Paper presented at the SPE/IATMI Asia Pacific Oil & Gas Conference and Exhibition, October 12–14, 2021
Paper Number: SPE-205782-MS
... Transformations for Multiple Regression as introduced by ( McCain, 1998 ) using alternating conditional expectations (ACE) for selecting multiple regression transformations 2), Genetic programing and heuristic modeling using Symbolic Regression (SR) and cross validation for model automatic tuning 3) Machine...
Proceedings Papers

Paper presented at the SPE Asia Pacific Oil & Gas Conference and Exhibition, November 17–19, 2020
Paper Number: SPE-202370-MS
... conditions and are automatically regressed to match the historical performance. At a specified interval, historical production is updated in the models and regression is performed automatically to keep the multiple models updated. This solution can address challenges related to historical well allocation...
Proceedings Papers

Paper presented at the SPE Asia Pacific Oil & Gas Conference and Exhibition, November 17–19, 2020
Paper Number: SPE-202387-MS
... low well rates and during well shut in periods). Timesteps without a value for every predictor variable (incomplete cases) were dropped from the dataset. This paper presents a simple, low cost ML solution with a staged multiple linear regression (MLR) approach for surveillance purposes...
Proceedings Papers

Paper presented at the SPE Asia Pacific Oil & Gas Conference and Exhibition, November 17–19, 2020
Paper Number: SPE-202438-MS
... petroleum predict permeability australia operator dataset upstream oil & gas facies mungaroo formation chevron wireline log permeability flow in porous media regression carnarvon basin well completion report core data equation Challenges in Estimating Permeability Introduction...
Proceedings Papers

Paper presented at the SPE/IATMI Asia Pacific Oil & Gas Conference and Exhibition, October 29–31, 2019
Paper Number: SPE-196453-MS
... and chemical compositions of crude oil sys t ems. The main techniques used in developing these correlations are graphical, linear and non-linear regression techniques. The major assumption in the development of the empirical correlations is that the bubble point pressure and the oil formation volume factor...
Proceedings Papers

Paper presented at the SPE/IATMI Asia Pacific Oil & Gas Conference and Exhibition, October 29–31, 2019
Paper Number: SPE-196451-MS
... of permeability values. In a homogenous sand unit, the conventional model can be used up to a certain degree of accuracy. pressure transient analysis flow in porous media regression Reservoir Characterization Upstream Oil & Gas facies Artificial Intelligence Fluid Dynamics multi-layer pressure...
Proceedings Papers

Paper presented at the SPE/IATMI Asia Pacific Oil & Gas Conference and Exhibition, October 29–31, 2019
Paper Number: SPE-196404-MS
... class membership (e.g. Decision Tress, Neural network. K-means clustering, Self-Organizing Maps) Regression models that predict a number (Linear, Logistic, Random Forest, Gradient Boosting Machine, Support Vector Machine) Past Application in Oil and Gas Challenges Artificial neural networks...
Proceedings Papers

Paper presented at the SPE/IATMI Asia Pacific Oil & Gas Conference and Exhibition, October 29–31, 2019
Paper Number: SPE-196551-MS
... permeability regression Introduction CO 2 injection is an EOR project with the most amount of interest. This has been the trend since 2002. Currently, CO 2 and thermal are the two EOR methods most frequently implemented around the world ( Surguchev et al. 2005 ) and contribute to most significant...
Proceedings Papers

Paper presented at the SPE/IATMI Asia Pacific Oil & Gas Conference and Exhibition, October 20–22, 2015
Paper Number: SPE-176205-MS
... NZBP candidates empirically and statistically. After generating a screening process, the next step is to build reliable forecasting methods for future NZBP job. Therefore, we utilize the equation resulted from previous multi-variable linear regression and 2 nd degree polynomial regression to estimate...
Proceedings Papers

Paper presented at the SPE Asia Pacific Oil and Gas Conference and Exhibition, October 22–24, 2012
Paper Number: SPE-160299-MS
... slippage reservoir surveillance regression slippage velocity 3-phase flow correlation selection spe 160299 jongkittinarukorn flow correlation selection 3-phase correlation correlation water cut society of petroleum engineers gas liquid slippage interpretation result correlation selection...
Proceedings Papers

Paper presented at the Asia Pacific Oil and Gas Conference and Exhibition, October 30–November 1, 2007
Paper Number: SPE-109150-MS
... good correlation is achieved. This happens where rock skeleton is very stiff. Where rock framework is loose, estimated AI is strongly affected by the presence of hydrocarbons. In this study, important observation is at the time one applies the linear regression to inversion data. The resulting porosity...
Proceedings Papers

Paper presented at the SPE Asia Pacific Oil and Gas Conference and Exhibition, October 18–20, 2004
Paper Number: SPE-88539-MS
.... The benefits of using cutting samples are; measurement of vector permeability, cutting faces are not damaged hence, more realistic measurement, and this measurement is made instantly in the field. permeability measurement permeability regression fluid dynamics permeameter flow in porous media...
Proceedings Papers

Paper presented at the SPE Asia Pacific Oil and Gas Conference and Exhibition, October 18–20, 2004
Paper Number: SPE-88476-MS
... as a nonlinear regression method to develop transformation between the selected well logs and core measurements. The technique is demonstrated with an application to the well data in offshore Korea. The results show that the technique can make more accurate and reliable reservoir properties estimation compared...
Proceedings Papers

Paper presented at the SPE Asia Pacific Oil and Gas Conference and Exhibition, October 18–20, 2004
Paper Number: SPE-88558-MS
... point pwf regression two-rate test drillstem/well testing semi-log plot coefficient flow rate log-log plot straight line reservoir equation storage capacity ratio skin factor interporosity flow coefficient upstream oil & gas drillstem testing tiab permeability cartesian plot...
Proceedings Papers

Paper presented at the SPE Asia Pacific Oil and Gas Conference and Exhibition, September 9–11, 2003
Paper Number: SPE-80435-MS
... Valley are adapted to operations in Sumatra. well logging temperature log multiple regression oil saturation steam saturation saturation calculation equation saturation kern river duri indonesia log analysis pulsed neutron capture capture cross section kern river field california...
Proceedings Papers

Paper presented at the SPE Asia Pacific Oil and Gas Conference and Exhibition, October 16–18, 2000
Paper Number: SPE-64520-MS
... and the same physical properties of each pseudo-component while the mole fractions of pseudo-components reflect the overall distribution of C 7+ mixtures. In addition, a regression technique has been developed to fit the PVT data and phase behavior for single or multiple samples of reservoir fluids...
Proceedings Papers

Paper presented at the SPE Asia Pacific Oil and Gas Conference, October 28–31, 1996
Paper Number: SPE-36969-MS
... characterization petroleumengheer upstream oil & gas rantau field reservoir geology model gco regression indonesia society spe 36969 seismic data characteristic basin effective porosity zone 600 reservoir property interpretation regression sandstone porosity SPE 36969 m . 9 Improved...
Proceedings Papers

Paper presented at the SPE Asia Pacific Oil and Gas Conference, February 8–10, 1993
Paper Number: SPE-25359-MS
...Principal Component Regression(PCR) Least squares regression is often used to find a "best-fitting" linear relation between a dependent variable and one or more control variables, that is, to find a linear model reflecting the above relationship. This relation can be used to predict values...

Product(s) added to cart

Close Modal