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Keywords: factorial design
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Proceedings Papers

Paper presented at the SPE/IATMI Asia Pacific Oil & Gas Conference and Exhibition, October 29–31, 2019
Paper Number: SPE-196495-MS
... simulation cases. 2 k factorial design is the most popular type of experimental design because of its simplicity of execution and effectiveness to determine the effects of individual factors as well as of interaction amongst the factors. We first applied 2 k full factorial design to simulation model...
Proceedings Papers

Paper presented at the SPE Asia Pacific Oil and Gas Conference and Exhibition, October 22–24, 2012
Paper Number: SPE-160364-MS
.... For instance if we plan to use response surface regression modelling, then designs like Placket-Burman, factorial designs or D-optimal designs are a good choice. Alternatively if we propose to use multi-dimensional kriging for surrogate modelling then space filling designs are a better choice. In general we...
Proceedings Papers

Paper presented at the SPE Asia Pacific Oil and Gas Conference and Exhibition, October 20–22, 2008
Paper Number: SPE-115669-MS
... learning flow in porous media paleocene reservoir Artificial Intelligence Fluid Dynamics factorial design middle miocene experiment uncertainty parameter lower tertiary reservoir response surface tertiary reservoir Oil Recovery no-injection case simulation model central composite design...
Proceedings Papers

Paper presented at the SPE Asia Pacific Oil and Gas Conference and Exhibition, September 9–11, 2003
Paper Number: SPE-80537-MS
... reservoir. A few key variables were found to be significantly affecting the hydrocarbon in-place volume. The designs used were Placket-Burman, 2 k-p and 3 k-p fractional factorial designs, either with or without some modifications. These selected designs were ranging from 9 to 27 runs/models...
Proceedings Papers

Paper presented at the SPE Asia Pacific Oil and Gas Conference and Exhibition, October 16–18, 2000
Paper Number: SPE-64407-MS
... the statistical technique factorial design to investigate systematically and efficiently the interactions and effects that the above mentioned factors have on productivity index and cumulative production. To achieve these objectives, this study applies a 3D, finite difference, fully coupled, fluid-flow/rock...

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