| 模糊神经网络预测储层及油气 |
| |
| 引用本文： | 熊艳,包吉山.模糊神经网络预测储层及油气[J].石油地球物理勘探,2000,35(2):222-227. |
| |
| 作者姓名： | 熊艳 包吉山 |
| |
| 作者单位： | 四川石油管理局地调处成都物探研究中心(熊艳)，成都理工学院(包吉山，肖慈珣) |
| |
| 摘 要： | 利用模糊理论和 BP网络相结合组成的模糊神经网络系统 ,能够克服单独使用 BP网络的局限性 ,可在地质条件较复杂地区进行储层及油气预测。通过实际资料应用表明 ,在单独应用 BP网络进行储层及油气预测效果较差的地区 ,采用模糊神经网络能取得较好的效果。
|
| 关 键 词： | 神经网络 模糊聚类 储集层 油气勘探 地震勘探 |
Hydrocarbon reservoir prediction using fuzzy neural network. |
| |
| Xiong Yan,Bao Jishan and Xiao Cixun..Hydrocarbon reservoir prediction using fuzzy neural network.[J].Oil Geophysical Prospecting,2000,35(2):222-227. |
| |
| Authors: | Xiong Yan Bao Jishan and Xiao Cixun |
| |
| Abstract: | The fuzzy neural network that is formed by combining fuzzy theory and BP network removes the limitation of BP network to achieve hydrocarbon reservoir prediction in the area where geologic condition is very complex. It has been shown in practical application that the fuzzy neural network brings good prediction effect in an area in which BP network has poor hydrocarbon prediction effect. |
| |
| Keywords: | reservoir prediction fuzzy neural network fuzzy clutering BP network |
| 本文献已被 CNKI 维普 等数据库收录！ |
