在储层岩石中推断相对透度曲线的结论与整体卡尔曼方法
Xu-Hui Zhou1, Haochen Wang2, James McClure3
1Kevin T. Crofton Department of Aerospace and Ocean Engineering, Virginia Tech, Blacksburg, VA, 24060, USA.
这项研究使用集成卡尔曼方法从有限的和数据推断出相对透度曲线. 该方法准确地估计了多相流量特性,从而改善了水库管理和生产预测.
科学领域:
- 石油工程是石油工程中的一个.
- 地质科学 地质科学
- 计算流体动力学的流体动力学.
背景情况:
- 在水库岩石中的多相流是复杂的,对生产至关重要.
- 准确的相对透率估计对于水库管理至关重要.
- 现有的方法在稀疏的和数据下扎.
研究的目的:
- 开发一种用于推断相对透度曲线的新方法.
- 为了有效地利用稀疏的和数据.
- 为了提高水库性能预测.
主要方法:
- 集成卡尔曼法用于推断相对透性.
- 使用正增量的曲线表示.
- 确保曲线的单调性和边界性 (0-1).
主要成果:
- 在观察到的和间隔内精确估计相对透率.
- 有效推断到未观察到的和范围.
- 可靠的预测井响应与地面真相相比较.
结论:
- 整体卡尔曼方法是可行的,可以从和数据中推断相对透性.
- 这种方法有助于预测多相流量和水库产量.
- 这种方法提供了更好的水库管理能力.
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