A high-resolution nonlinear inversion method of reservoir parameters and its application to oil/gas exploration
文献类型：期刊论文
| 作者 | Wu Mei1; Fu Li-Yun1; Li Wei-Xin2 |
| 刊名 | CHINESE JOURNAL OF GEOPHYSICS-CHINESE EDITION
 |
| 出版日期 | 2008-03-01 |
| 卷号 | 51期号:2页码:546-557 |
| 关键词 | nonlinear inversion petrophysical parameters convolution model Calaniello neural network edge detection wavelet separate-frequency inversion |
| ISSN号 | 0001-5733 |
| 文献子类 | Article |
| 英文摘要 | In the prediction of complex reservoir in continental deposition environment, because of inexact data (e. g., information-overlapping, information-incomplete, and noise-contaminated) and ambiguous physical relationship, inversion results suffer from nonuniqueness, instability, and uncertainty. Thus, reservoir prediction technologies based on linear assumption are unsuited for these complex areas. By means of nonlinear rock physical models, the method presented in the paper establishes a relationship between impedance and porosity/clay-content. Through multistage decomposition and bidirectional edge wavelet detection, it can depict more complex rock physical relationship. Moreover, it uses the Caianiello neural network to implement the combination of deterministic inversion, statistical inversion and nonlinear theory. Last, it incorporates geological information I well data and seismic impedance to perform petrophysical parameters inversion by combined applications of model-based and deconvolution-based methods. The joint inversion consists of four steps: (1) multistage vertical edge detection wavelets extraction at the wells and nonlinear factor estimation, (2) initial petrophysical parameters estimation by vertical edge detection wavelets, (3) multistage transverse edge detection wavelets extraction and nonlinear factor estimation, (4) final petrophysical parameters reconstruction by transverse edge detection wavelets. The scheme adopts multi-well constraint and separate-frequency inversion mode and achieves good results in the application on some continental and near-sea exploration data. |
| WOS研究方向 | Geochemistry & Geophysics |
| 语种 | 英语 |
| WOS记录号 | WOS:000254422000027 |
| 出版者 | SCIENCE CHINA PRESS |
| 源URL | [http://ir.iggcas.ac.cn/handle/132A11/68898]  |
| 专题 | 中国科学院地质与地球物理研究所 |
| 通讯作者 | Wu Mei |
| 作者单位 | 1.Chinese Acad Sci, Inst Geol & Geophys, Beijing 100029, Peoples R China 2.CNOOC Res Ctr, Beijing 100027, Peoples R China |
| 推荐引用方式 GB/T 7714 | Wu Mei,Fu Li-Yun,Li Wei-Xin. A high-resolution nonlinear inversion method of reservoir parameters and its application to oil/gas exploration[J]. CHINESE JOURNAL OF GEOPHYSICS-CHINESE EDITION,2008,51(2):546-557. |
| APA | Wu Mei,Fu Li-Yun,&Li Wei-Xin.(2008).A high-resolution nonlinear inversion method of reservoir parameters and its application to oil/gas exploration.CHINESE JOURNAL OF GEOPHYSICS-CHINESE EDITION,51(2),546-557. |
| MLA | Wu Mei,et al."A high-resolution nonlinear inversion method of reservoir parameters and its application to oil/gas exploration".CHINESE JOURNAL OF GEOPHYSICS-CHINESE EDITION 51.2(2008):546-557. |
入库方式： OAI收割
来源：地质与地球物理研究所
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