Optimization of two-stage methanogenesis regime based on the Pontryagin's maximum principle
Автор: Korolev S.A., Maykov D.V.
Журнал: Вестник Донского государственного технического университета @vestnik-donstu
Рубрика: Информатика, вычислительная техника и управление
Статья в выпуске: 2 т.19, 2019 года.
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Introduction. The solution to the problem of optimal control of the biogas process under its conversion in two digesters is considered. The work objectives are to propose a mathematical model of this process and to develop an optimal control algorithm.Materials and Methods. The developed mathematical model describes the biomethanation from animal waste through the downstream processing of the substrate in two digesters. Cases of the same and different temperature media (mesophilic and thermophilic) are considered. An optimal control problem is defined as a Lagrange problem for this model. Its modifiers are the rates of substrate entry into the digesters. The algorithm for solving this problem is proposed; it is based on the numerical implementation of the Pontryagin maximum principle. When optimizing, a hybrid genetic algorithm was used with an additional search in the neighborhood of the best solution through the conjugate gradient method.Research Results. A new mathematical model is developed...
Methanogenesis, biogas, digester, animal waste treatment, mathematical model, differential equation system, numerical solution, optimization methods, optimal control, pontryagin's maximum principle
Короткий адрес: https://sciup.org/142219846
IDR: 142219846 | DOI: 10.23947/1992-5980-2019-19-2-195-203