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The Single Particle Battery Interface
The Single Particle Battery (spb) interface (), found under the Electrochemistry>Battery Interfaces branch () offers a simplified (compared to, for instance, the Lithium-Ion Battery interface) approach to battery modeling. The basic assumptions used are valid when current distribution effects along the depth of the porous electrodes are negligible, and when the salt concentration gradients in the electrolyte do not cause significant changes of the local conductivity of the electrolyte. The validity of the assumptions and the applicability of the single particle approach depends on various battery parameters values such as electrode porosities and thicknesses, and the electrode-electrolyte chemistry, in relation to the current load. As a rule of thumb, the Single Particle Battery interface is typically applicable to battery currents up to 1C (currents corresponding to a full charge or discharge in one hour).
Due to the lower computational load of the single particle model, the interface is suitable for models including extended cycling for, for instance, life-time simulations and thermal simulations of battery packs.
The Single Particle Battery interface models the charge distribution in a battery using one separate single particle model each for the positive and negative electrodes of the battery. The core simplification of the single particle model is to treat the large number of individual electrode particles as a single particle, assuming that the reaction current distribution across the porous electrodes is uniform. The single particle formulation accounts for solid diffusion in the electrode particles and the intercalation reaction kinetics. The ohmic potential drop in the separator is also included in the model, using a lumped solution resistance term.
The single particle model is either solved in a global version, where all potential dependent variables are solved globally, or in a local version (available in 1D, 2D and 3D), where the variables are solved for locally in the same space dimension as the physics interface. The local version, which renders a significantly higher computational load, is suitable for modeling nonhomogeneous aging in cells where local differences in the model parameters (such as temperature) induce localized differences in the battery cell current density. It could also be used for modeling, for instance, cold start of a battery pack, where local currents will cause local heating with a positive feedback when the increased temperature raises the local electrolyte conductivity. Note that the global and local approach both require fairly low currents for the single particle approach to be valid, as described above. However, it is possible to set up the electrolyte solution resistance as a function of the applied current in order to provide a better representation even at higher values of current.
The local model contains both global and local variables. Conversion between local and global variables are done by integrating over the total cell volume.
Settings
The Label is the default physics interface name.
The Name is used primarily as a scope prefix for variables defined by the physics interface. Refer to such physics interface variables in expressions using the pattern <name>.<variable_name>. In order to distinguish between variables belonging to different physics interfaces, the name string must be unique. Only letters, numbers, and underscores (_) are permitted in the Name field. The first character must be a letter.
The default Name (for the first physics interface in the model) is spb.
Domain Selection
This section is available in 1D, 2D, and 3D. The domain selection of the interface is used to calculate the battery volume.
operation mode
Use the Operation mode setting to specify the load of the battery. Galvanostatic lets you specify the Applied current (A). Charge-discharge cycling lets you specify the settings that are required to apply a charge-discharge cycle, including constant current, constant voltage and rest periods. Potentiostatic allows for specifying the Applied voltage (V) and Circuit voltage source lets you connect to the Electrical Circuits interface.
Battery Settings
You may define the host capacities of the two electrodes (which in term will set the total capacity of the battery) either by the Cell capacity or the Volume fractions alternative. The for the cell capacity case, the electrode volume fractions are derived by setting explicit values for the Battery cell capacity in combination with the Fraction of hosted capacity excess in negative electrode, which can be used to specify the relation in size between the two electrodes. The fractional volumes correspond to the relative thicknesses of the porous electrodes to the total thickness of the battery cell. (The volume fraction of the actual electrode materials within each electrode is defined in the Positive Electrode and Negative Electrode nodes.)
Use the Model setting (available in 1D, 2D, and 3D) to switch between a Global or Local definition of the dependent variables of the model. The difference between the global and local model is described above.
Initial charge distribution
The settings of this section are used to specify the target initial solid concentration (state-of-charge) of the electrodes that will be solved for when the interface is solved with a Current Distribution Initialization step in the Study sequence. The initial charge distribution can then be used as initial conditions for a following Time Dependent study step in the Study.
Cell state-of-charge sets the concentrations based on the cell capacity and the Initial cell state of charge (1), Cell voltage sets the concentrations based on the cell capacity, and the Electrode state-of-charges lets you specify the state-of-charge of each electrode individually.
The Fraction of cyclable species loss after cell assembly can be used to reduce the amount of cyclable species in relation to the capacity specified in the Battery settings section. Use this setting to define irreversible losses of cyclable material, for instance due to solid-electrolyte-interface (SEI) formation in a lithium-ion battery.
Porous Electrode Reaction Kinetics
This section is only visible if the Operation mode is set to Galvanostatic.
In certain cases the Butler–Volmer kinetics expression, used to define the electrode reactions, can be inverted in order to define the electrode overpotential as an analytical function of the current. The advantage of this is that the potential then does not have to be solved for explicitly as a dependent variable in the model, and the nonlinearities associated with the exponential Butler–Volmer expression can be avoided. This improves computational efficiency significantly. The inverse expression can be used only when
the battery is running in Galvanostatic mode
Enabling Use simplified lithium insertion reaction kinetics expression for either the Positive electrode or Negative electrode will disable any Porous Electrode Reaction subnodes to the corresponding electrode node and replace them with a single Lithium Insertion Reaction subnode.
Battery volume
This setting is available in 0D.
Cross-sectional area
This setting is available in 1D. The setting is used to calculate the battery volume. See Cross-Sectional Area.
Out-of-Plane Thickness
This setting is available in 2D. The setting is used to calculate the battery volume. See Out-of-Plane Thickness.
physics vs. materials reference electrode potential
The Physics vs. Materials Reference Electrode Potential setting on the physics interface node can be used to combine material library data for current densities and equilibrium potentials with an arbitrary reference electrode scale in the physics. The setting affects the electrode potentials used for model input into the materials node, as well as all equilibrium potential values output from the materials node.
Note that the setting will only impact how potentials are interpreted in communication between the physics and the Materials node. If the From material option is not in use for equilibrium potentials or electrode kinetics, the setting has no impact.
This section is available when the Advanced Physics Options is selected in the Show More Options dialog box shown when the Show More Options button () is clicked.
Advanced Settings
To display this section, click the Show More Options button () and select Advanced Physics Options in the Show More Options dialog box. In this section you can set the Initial values of some of the dependent variables in the interface. The settings are normally only needed if the model is solved without an initial Current Distribution Initialization study step in the Study sequence. Also, you can set the check box Exclude heat source variable from Jacobian. The check box is selected by default in 3D and is not selected by default in other space dimensions. Note that this check box is relevant only when coupling to heat transfer interfaces.
Discretization
The section is only available in 1D, 2D, and 3D. The chosen Element order will be used by the dependent variables when the Model is set to Local.
Single Particle Model of a Lithium-Ion Battery: Application Library path Battery_Design_Module/Batteries,_Lithium-Ion/li_battery_single_particle