Finite Volume Discretization of Equations Describing Nonlinear Diffusion in Li-Ion Batteries
نویسندگان
چکیده
Numerical modeling of electrochemical process in Li-Ion battery is an emerging topic of great practical interest. In this work we present a Finite Volume discretization of electrochemical diffusive processes occurring during the operation of Li-Ion batteries. The system of equations is a nonlinear, time-dependent diffusive system, coupling the Li concentration and the electric potential. The system is formulated at length-scale at which two different types of domains are distinguished, one for the electrolyte and one for the active solid particles in the electrode. The domains can be of highly irregular shape, with electrolyte occupying the pore space of a porous electrode. The material parameters in each domain differ by several orders of magnitude and can be nonlinear functions of Li ions concentration and/or the electrical potential. Moreover, special interface conditions are imposed at the boundary separating the electrolyte from the active solid particles. The field variables are discontinuous across such an interface and the coupling is highly nonlinear, rendering direct iteration methods ineffective for such problems. We formulate a Newton iteration for an purely implicit Finite Volume discretization of the coupled system. A series of numerical examples are presented for different type of electrolyte/electrode configurations and material parameters. The convergence of the Newton method is characterized both as function of nonlinear material parameters as well as the nonlinearity in the interface conditions.
منابع مشابه
A Model Reduction Framework for Efficient Simulation of Li-Ion Batteries
[1] Latz, A., Zausch, J.: Thermodynamic consistent transport theory of li-ion batteries. Journal of Power Sources 196(6), 3296 – 3302 (2011) [2] Popov, P., Vutov, Y., Margenov, S., Iliev, O.: Finite volume discretization of equations describing nonlinear diffusion in li-ion batteries. In: Numerical Methods and Applications, LNCS 6046, pp. 338–346. Springer (2011) [3] Drohmann, M., Haasdonk, B.,...
متن کاملDiscretization of the coupled heat and electrical diffusion problems by the finite element and the finite volume methods
Abstract. We consider a nonlinear system of elliptic equations, which arises when modelling the heat diffusion problem coupled with the electrical diffusion problem. The ohmic losses which appear as a source term in the heat diffusion equation yield a nonlinear term which couples both equations. A finite element scheme and a finite volume scheme are considered for the discretization of the syst...
متن کاملTwo-grid Method for Characteristics Finite Volume Element of Nonlinear Convection-dominated Diffusion Equations
A characteristics finite volume element discretization technique based on two subspaces is presented for a nonlinear convection-dominated diffusion equations. The solution of a nonlinear system on the fine space is composed of solving one small (nonlinear) system on the coarse space and a linear system on the fine space. Error estimates are derived and numerical experiments are performed to val...
متن کاملAsymptotic behavior of a finite volume scheme for the transient drift-diffusion model
In this paper, we propose a finite volume discretization for multidimensional nonlinear drift-diffusion system. Such a system arises in semiconductors modeling and is composed of two parabolic equations and an elliptic one. We prove that the numerical solution converges to a steady state when time goes to infinity. Several numerical tests show the efficiency of the method.
متن کاملComparison and numerical treatment of generalised Nernst-Planck models
In its most widespread, classical formulation, the Nernst–Planck– Poisson system for ion transport in electrolytes fails to take into account finite ion sizes. As a consequence, it predicts unphysically high ion concentrations near electrode surfaces. Historical and recent approaches to an approriate modification of the model are able to fix this problem. Several appropriate formulations are co...
متن کامل