Abstract

Using the methods of the optimal control theory, the problem of determining the optimal technological mode of gas deposits’ exploitation under the condition of their depletion by a given point in time is solved. This task is of particular interest for the exploitation of offshore fields, the activity of which is limited by the service life of the field equipment. The considered problem is also of certain mathematical interest as an objective of optimal control of nonlinear systems with distributed parameters. The usefulness and importance of solving such problems are determined by the richness of the class of major tasks that have a practical result. As an optimality criterion, a quadratic functional characterizing the conditions of reservoir depletion is considered. By introducing an auxiliary boundary value problem, and taking into account the stationarity conditions for the Lagrange functions at the optimal point, a formula for the gradient of the minimized functional is obtained. To obtain a solution to this specific optimization problem, which control function is sought in the class of a piecewise continuous and bounded function with discontinuities of the first kind, the Pontryagin’s maximum principle is subjected. The calculation of the gradient of the functional for the original and adjoint problems with partial differential equations is carried out by the method of straight lines. The numerical solution of the problem was carried out by two methods – the method of gradient projection with a special choice of step and the method of successive approximations. Despite the incorrectness of optimal control problems with a quadratic functional, the gradient projection method did not show a tendency to «dispersion» and gave a convergent sequence of controls.

Highlights

  • The foregoing is determined by the fact that there are no effective algorithms for optimizing the process of developing gas fields based on mathematical models, suitable for all types of natural hydrocarbon deposits and considering as much as possible the features of the processes occurring in gas-bearing formations

  • That is the kind of solution, which is important for the practice of developing natural hydrocarbon deposits

  • These problems are included in the sphere of optimal control of processes described by nonlinear boundary value problems of parabolic type, and Pontryagin’s maximum principle is the powerful mathematical apparatus for their study and solution

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Summary

Introduction

Every year the share of hard-to-recover reserves of oil and gas raw materials increases, and the development of hydrocarbon materials requires the involvement of the latest technologies. The foregoing is determined by the fact that there are no effective algorithms for optimizing the process of developing gas fields based on mathematical models, suitable for all types of natural hydrocarbon deposits and considering as much as possible the features of the processes occurring in gas-bearing formations. That is the kind of solution, which is important for the practice of developing natural hydrocarbon deposits. These problems are included in the sphere of optimal control of processes described by nonlinear boundary value problems of parabolic type, and Pontryagin’s maximum principle is the powerful mathematical apparatus for their study and solution. More and more papers are published on the study of various sections of the theory on optimal control

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