Optimal control of deep petroleum borehole trajectory tracking

IF 2.6 Q3 ENERGY & FUELS Upstream Oil and Gas Technology Pub Date : 2021-09-01 DOI:10.1016/j.upstre.2021.100049
V.I. Gulyayev , S.N. Glazunov , E.N. Andrusenko
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Abstract

This paper is concerned with the application of optimal control theory to the problem of tracking deep oil and gas borehole trajectories. Based on the methods of differential geometry, the mathematical model of the trajectory curve with its curvature representing controlling variable is elaborated in the form of ordinary differential equations: The objective functional chosen as integral curvature, length or cost of the borehole are considered. The techniques for the optimization problem solving are developed with the use of the continuous version of the step-by-step anti-gradient projection on the hyper-planes of linearized constraints. At every step of the minimization procedure, the constraints spoilt by the linearization operations are restored through the use of the Newton method. Some examples are considered for a borehole with fixed and shifting boundary positions under conditions of minimizing its total curvature and length. It is shown that it is possible to improve the smoothness of the borehole trajectory using the outlined approach, and in so doing, reduce the friction and resistance forces impeding the drill string motion.

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深层石油井眼轨迹跟踪的最优控制
本文研究了最优控制理论在深层油气井眼轨迹跟踪问题中的应用。基于微分几何方法,以曲率为控制变量的轨迹曲线的数学模型以常微分方程的形式进行了阐述,目标函数选择为积分曲率、井眼长度或井眼成本。利用线性化约束的超平面上的逐级反梯度投影的连续版本,发展了求解优化问题的技术。在最小化过程的每一步,通过使用牛顿方法恢复线性化操作破坏的约束。在总曲率和总长度最小的条件下,考虑了具有固定和移动边界位置的井眼的一些例子。结果表明,采用概述方法可以改善井眼轨迹的平滑度,从而减少阻碍钻柱运动的摩擦力和阻力。
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