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2011
Development of Inverse model for reservoir characterization using SA algorithm.
Development of Inverse model for reservoir characterization using SA algorithm.
한국지구시스템공학회
이정환
논문정보
- Publisher
- Geosystem Engineering
- Issue Date
- 2011-09-01
- Keywords
- -
- Citation
- -
- Source
- -
- Journal Title
- -
- Volume
- 14
- Number
- 3
- Start Page
- 145
- End Page
- 152
- DOI
- ISSN
- 12269328
Abstract
This paper presents the development and application of the inverse model that can generate the optimum distribution of permeability and porosity by matching the production data (bottomhole pressure) applying the Simulated Annealing algorithm. From the results of the feasibility study and the sensitivity analysis, if the maximum perturbation value was large, the fitness was improved highly at early stage of the optimization, but its improvement was smaller and smaller after middle stage. It was found that the appropriate size of the maximum perturbation value is required to escape from the local optimum. In the case of the maximum perturbation value for permeability of 1% and porosity of 2%, the maximum fitness was calculated to 0.00449 and the optimum distribution of porosity and permeability were generated. The pressure matching result showed the RMS error of pressure was 0.74 psi and the average relative error was 0.036% at all producer, which means the developed model was quite valid. Finally, the comparison of the result performed by GA with this research showed that SA was similar to GA.
- 전남대학교
- KCI
- Geosystem Engineering
저자 정보
| 이름 | 소속 |
|---|---|
| 이정환 | 에너지자원공학과 |