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April 10, 2026Mathematical Models and Computer Simulations0 citations

Parallel Implementation of Symbolic Tridiagonal Matrix Algorithm for Resolving Single Spatial Structure

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RUR. M. Uzyanbaev

Key Points

  • To develop a parallel algorithm for accurately calculating pressure distribution in an oil-containing fractured formation using a symbolic tridiagonal matrix approach.
  • Developed a tridiagonal matrix algorithm modified with polynomial function representation.
  • Implemented a microgrid within a macrocell for finer pressure calculations.
  • Utilized MPI parallel computing technology for improved computational speed.
  • Adopted geometric parallelism to optimize calculations.
  • Achieved a speedup of 10 times using 36 processes.
  • The calculated pressure distribution matched expected physical processes under varying absolute permeability conditions.
  • Demonstrated feasibility for more complex formations with multiple well clusters in future applications.

Abstract

The work presents a parallel symbolic tridiagonal matrix algorithm for a two-dimensional mathematical model of pressure distribution in an oil-containing fractured formation. In the integration domain with a uniform spatial step (macrogrid) covering the oil formation, a cell has been identified in which calculations need to be clarified (a cluster of wells). To do this, a finer partition is implemented in the dedicated macrocell—a microgrid. The pressure values in the macrocell nodes are calculated from the balanced equations obtained from the classical tridiagonal matrix algorithm. This leads to the need to solve the Dirichlet problem on a microgrid. The computational algorithm is based on a tridiagonal matrix algorithm modified by a polynomial representation of the desired grid function and some other quantities. This allows finding the exact pressure values in the microgrid nodes. To speed up the calculations, the MPI parallel computing technology is used and the principle of geometric parallelism is implemented. Calculation series of the pressure distribution in an oil-containing fractured formation has been performed at different values of absolute permeability, the results correspond to the physical processes in formations of the such type. The analysis of the developed parallel algorithm has been carried out; speedup by 10 times has been achieved using 36 processes. In the future, such a construction of the parallel algorithm will significantly speed up calculations in the study of oil formations of a more complex structure with a large number of well clusters.

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Cite This Study

R. M. Uzyanbaev (2025) studied this question.

synapsesocial.com/papers/69d894ec6c1944d70ce05ce7https://doi.org/10.1134/s2070048225700991
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