Abstract: The study presents a mathematical model describing mass transfer, thermal and hydro-mechanical processes in the regenerative cartridge with chemically bonded oxygen. The model takes into account the specifics of a gas mixture from the perspective of calculating its viscosity and thermal conductivity. The researcher propose an adaptive algorithm for solving the equations of the mathematical model with self-adjusting number of nodes of spatial sampling on the assumption of minimization of the integral criterion of accuracy.