RESERVOIR ENGINEERING SENSITIVITY ANALYSIS WITH RANDOM FORESTS
Sensitivity analysis is the act of assessing the impact of a list of parameters on a specific response. Reservoir engineering. like other engineering disciplines, typically requires a sensitivity analysis study in order to examine a particular system. Oneparameter- at-a-time (OP/\T), is a common...
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| Format: | Thesis |
| Language: | English |
| Published: |
2015
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| Subjects: | |
| Online Access: | http://utpedia.utp.edu.my/21623/1/2015%20-PETROLEUM%20-%20RESERVOIR%20ENGINEERING%20SENSITIVITY%20ANALYSIS%20WITH%20RANDOM%20FORESTS%20-%20AKMAL%20AULIA.pdf http://utpedia.utp.edu.my/21623/ |
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| Institution: | Universiti Teknologi Petronas |
| Language: | English |
| Summary: | Sensitivity analysis is the act of assessing the impact of a list of parameters on a
specific response. Reservoir engineering. like other engineering disciplines, typically
requires a sensitivity analysis study in order to examine a particular system. Oneparameter-
at-a-time (OP/\T), is a common method fiJr reservoir engineers. Here. each
input parameter is perturbed based on the given range of values. whilst maintaining
constant values fOr the remaining parameters. The design of experiments or sampling
method of OPAT focuses on the local behaviour as opposed to the global behaviour.
As of today, many works has been carried out in order to come up with a more global
approach to sensitivity analysis. |
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