CREATION OF AN ALGORITHM FOR THE IDENTIFICATION OF ANALOGOUS OBJECTS IN CARBONATE RESERVOIRS OF THE VOLGA-URAL OIL AND GAS PROVINCE

Abstract

For the conditions of deposits confined to the carbonate reservoirs of the Volga-Ural oil and gas province, an algorithm for searching for analogous objects based on the identification procedure is proposed. The principal boundaries of the search for analogous objects confined to various stratigraphic systems have been established through a comprehensive analysis of geological and commercial data. The significant influence of tectonic confinement on the formation of the features of the geological structure of deposits and their distribution in the axes of canonical discriminant functions is shown. The presence of uncertainty in the separation of objects using the tectonic factor is explained by the similarity of objects in the marginal zones of adjacent tectonic elements in both terrigenous and carbonate reservoirs, which in turn must be taken into account when implementing key aspects of field development design. During the simulation, a certain similarity of individual deposits in the carbonate reservoirs of the carboniferous system was established, confined not only to various tectonic elements, but also to various stratigraphic complexes, which makes it possible to expand the search for analogous objects and the possibility of solving various development management tasks in conditions of deterioration of the structure of oil reserves and low technical and technological indicators of well operation. When using pattern recognition methods, in particular, discriminant analysis, dependencies were obtained that make it possible to successfully adapt the accumulated experience of developing an object to other objects while maintaining a high level of compliance with the logical aspects of hydrodynamics and physics of reservoir systems. Further development of the algorithm presented in the work lies in the plane of using a minimum number of parameters for analysis, ensuring a high percentage of separation of objects, taking into account the heterogeneity of their values.