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The development of a dynamic CO2 injection strategy for the depleted forties and Nelson oilfields using regression-based multi-objective programming

机译:利用基于回归的多目标规划,为耗尽的四十年代和尼尔森油田开发动态二氧化碳注入策略

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摘要

An optimisation strategy to maximise the CO 2 storage capacity utilisation of a deep saline aquifer is presented in this paper. This was achieved by a scenario of simultaneous CO 2 injection and brine production within the Forties sandstone. The optimisation was performed using the SIMPLEX and Generalised Reduced Gradient algorithms and the assistance of surrogate modelling techniques. Results have shown that, by using five brine production wells producing up to 2.2 Mtonnes/year, the CO 2 storage capacity of the reservoir can be increased by 125% compared to when no brine production is used. It is also observed that pressure constraints are the main limiting factors controlling further CO 2 injection.
机译:本文提出了一种优化策略,可最大限度地利用深层盐水层的CO 2储存能力。这是通过在Forties砂岩中同时注入CO 2和生产盐水的方案实现的。使用SIMPLEX和广义缩减梯度算法以及替代建模技术进行了优化。结果表明,与不使用盐水的情况相比,通过使用五个年产水量高达2.2吨的盐水生产井,储层的CO 2储存能力可以提高125%。还观察到压力限制是控制进一步注入CO 2的主要限制因素。

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