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Method of using a the decision for the management of a reservoir petrolier in the presence of the uncertain technical parameters and economic

机译:在不确定的技术参数和经济条件下使用决策来管理油藏石器的方法

摘要

Technical parameters are selected from flow simulation. Taking them into account, a first analytical model is formed, to describe production as a function of time. Optimum fit is obtained, based on a finite number of production values from simulation. Starting from the first analytical model, a second analytical model is obtained as a function of the technical parameters determined initially. In addition, selected economic parameters are taken into account. A criterion is evaluated, with due regard to production uncertainties related to uncertain technical parameters. Sensitivity analysis is effected. Starting from the second model, uncertainties concerning deposit profitability are determined as a function of technical and economic parameter uncertainties. A probability density is associated with each of the economic and technical parameters, then re-sampling is employed. The Monte Carlo- or Bootstrap method is used. Using the second model, technical and economic parameters are optimized. Further developments of the method are described in accordance with the foregoing principles. Neural network methodology is invoked. At least one uncertainty parameter associated with the deposit is of a discrete, continuous or stochastic nature. Exploitation modeling covers new drilling sites, the scheme of well development and exploitation, location of well completions and the type of fluid recovery. The criterion aiding decision is the economic profitability of the deposit.
机译:从流量模拟中选择技术参数。考虑到它们,形成了第一分析模型,以将生产描述为时间的函数。基于有限数量的仿真生产值,可以获得最佳拟合。从第一分析模型开始,根据初始确定的技术参数获得第二分析模型。此外,还要考虑选定的经济参数。评估标准时要适当考虑与不确定技术参数有关的生产不确定性。进行灵敏度分析。从第二个模型开始,根据技术和经济参数的不确定性确定与存款盈利能力有关的不确定性。概率密度与每个经济和技术参数相关联,然后采用重新采样。使用Monte Carlo-或Bootstrap方法。使用第二种模型,可以优化技术和经济参数。根据前述原理描述了该方法的进一步发展。神经网络方法被调用。与沉积物相关的至少一个不确定性参数具有离散,连续或随机的性质。开采模型涵盖了新的钻探地点,井的开发和开采方案,完井位置以及流体采收类型。决定标准的依据是存款的经济收益率。

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