Build Simple Model of Battery Pack in MATLAB and Simscape
This example shows how to create and build a Simscape™ system model of a battery pack in Simscape™ Battery™. The battery pack is a 400 V pouch battery for automotive applications. To create the system model of a battery pack, you must first create the Cell
, ParallelAssembly
, Module
, and ModuleAssembly
objects that comprise the battery pack, and then use the buildBattery
function.
This figure shows the overall process to create a battery pack object in a bottom-up approach:
A battery pack comprises multiple module assemblies. These module assemblies, in turn, comprise a number of battery modules connected electrically in series or in parallel. The battery modules are made of multiple parallel assemblies which, in turn, comprise a number of battery cells connected electrically in parallel under a specific topological configuration or geometrical arrangement.
Once you have created your battery pack object, the buildBattery
function creates a library in your working folder that contains a system model block of the battery pack. You can use this system model as a reference in your simulations. The run-time parameters for these models, such as the battery cell impedance or the battery open-circuit voltage, are defined after the model creation and are therefore not covered by the Battery Pack Builder classes. To define the run-time parameters, you can either specify them in the block mask of the generated Simscape models or use the MaskParameters
argument of the buildBattery
function.
To use the functions and objects in Simscape Battery, first import the required Simscape Battery package:
import simscape.battery.builder.*
Create Battery Pack
Object in MATLAB
This section shows how to programmatically generate a battery pack object from the MATLAB® Command Window.
Create Cell
Object
To create the battery Pack
object, first create a Cell
object of pouch format.
pouchgeometry = PouchGeometry(Height=simscape.Value(0.1,"m"),... Length=simscape.Value(0.3,"m"),TabLocation="Opposed")
pouchgeometry = PouchGeometry with properties: Length: [1×1 simscape.Value] Thickness: [1×1 simscape.Value] TabLocation: "Opposed" TabWidth: [1×1 simscape.Value] TabHeight: [1×1 simscape.Value] Height: [1×1 simscape.Value]
The PouchGeometry
object allows you to define the pouch geometrical arrangement of the battery cell. You can specify the height, length, and location of tabs of the cell by setting the Height
, Length
, and TabLocation
properties of the PouchGeometry
object. For more information on the possible geometrical arrangements of a battery cell, see the CylindricalGeometry
and PrismaticGeometry
documentation pages.
Now use this PouchGeometry
object to create a pouch battery cell.
batterycell = Cell(Geometry=pouchgeometry)
batterycell = Cell with properties: Geometry: [1×1 simscape.battery.builder.PouchGeometry] CellModelOptions: [1×1 simscape.battery.builder.CellModelBlock] Mass: [1×1 simscape.Value] Capacity: [1×1 simscape.Value] Energy: [1×1 simscape.Value] Show all properties
For more information, see the Cell
documentation page.
Create ParallelAssembly
Object
A battery parallel assembly comprises multiple battery cells connected electrically in parallel under a specific topological configuration or geometrical arrangement. In this example, you create a parallel assembly of three pouch cells.
To create the ParallelAssembly
object, use the Cell
object and specify the NumParallelCells
property according to your design.
batteryparallelassembly = ParallelAssembly(Cell=batterycell,...
NumParallelCells=3)
batteryparallelassembly = ParallelAssembly with properties: NumParallelCells: 3 Cell: [1×1 simscape.battery.builder.Cell] Topology: "SingleStack" Rows: 1 ModelResolution: "Lumped" Show all properties
For more information, see the ParallelAssembly
documentation page.
Create Module
Object
A battery module comprises multiple parallel assemblies connected in series. In this example, you create a battery module of 11 parallel assemblies with an intergap between each assembly of 0.005 meters.
To create the Module
object, use the ParallelAssembly
object and specify the NumSeriesAssemblies
and InterParallelAssemblyGap
properties.
batterymodule = Module(ParallelAssembly=batteryparallelassembly,... NumSeriesAssemblies=11,InterParallelAssemblyGap=simscape.Value(0.005,"m"))
batterymodule = Module with properties: NumSeriesAssemblies: 11 ParallelAssembly: [1×1 simscape.battery.builder.ParallelAssembly] ModelResolution: "Lumped" SeriesGrouping: 11 ParallelGrouping: 1 Show all properties
For more information, see the Module
documentation page.
Create ModuleAssembly
Object
A battery module assembly comprises multiple battery modules connected in series or in parallel. In this example, you create a battery module assembly of two identical modules with an intergap between each module equal to 0.1 meters. By default, the ModuleAssembly
object electrically connects the modules in series.
To create the ModuleAssembly
object, use the Module
object and specify the InterModuleGap
property.
batterymoduleassembly = ModuleAssembly(Module=repmat(batterymodule,1,2),... InterModuleGap=simscape.Value(0.1,"m"))
batterymoduleassembly = ModuleAssembly with properties: Module: [1×2 simscape.battery.builder.Module] Show all properties
For more information, see the ModuleAssembly
documentation page.
Create Pack
Object
You now have all the foundational elements to create your battery pack. A battery pack comprises multiple module assemblies connected in series or in parallel. In this example, you create a battery pack of 5 identical module assemblies with an intergap between each module assembly of 0.01 meters.
To create the Pack
object, use the ModuleAssembly
object and specify the InterModuleAssemblyGap
property.
batterypack = Pack(ModuleAssembly=repmat(batterymoduleassembly,1,5),... InterModuleAssemblyGap=simscape.Value(0.01,"m"))
batterypack = Pack with properties: ModuleAssembly: [1×5 simscape.battery.builder.ModuleAssembly] Show all properties
For more information, see the Pack
documentation page.
Visualize Battery Pack and Check Model Resolution
To obtain the number of Simscape Battery(Table-Based) blocks used for the pack simulation, use the NumModels
property of your Pack
object.
disp(batterypack.NumModels);
10
To visualize the battery pack before you build the system model and to view its model resolution, use the BatteryChart
object.
Then use the BatteryChart
object to visualize the battery pack. To view the model resolution of the module, set the SimulationStrategyVisible
property of the BatteryChart
object to "On"
.
batterypackchart = BatteryChart(Parent=uifigure,Battery=batterypack, ... SimulationStrategyVisible="on");
To add default axis labels to the battery plot, use the setDefaultLabels
method of the BatteryChart
object.
For more information, see the BatteryChart
documentation page.
Build Simscape Model for the Battery Pack Object
After you have created your battery objects, you need to convert them into Simscape models to be able to use them in block diagrams. You can then use these models as reference for your system integration and requirement evaluation, cooling system design, control strategy development, hardware-in-the-loop, and many more applications.
To create a library that contains the Simscape Battery model of the Pack
object you created in this example, use the buildBattery
function.
buildBattery(batterypack,LibraryName="packLibrary");
This function creates the packLibrary_lib
and packLibrary
SLX library files in your working directory. The packLibrary_lib
library contains the Modules and ParallelAssemblies sublibraries.
To access the Simscape models of your Module
and ParallelAssembly
objects, open the packLibrary_lib
SLX file, double-click the sublibrary, and drag the Simscape blocks in your model.
The packLibrary
library contains the Simscape models of your ModuleAssembly
and Pack
objects.
The Simscape models of your ModuleAssembly
and Pack
objects are subsystems. You can look inside these subsystems by opening the packLibrary
SLX file and double-click the subsystem.
To learn how to include thermal effects in a battery pack, see the Build Model of Battery Module with Thermal Effects example.
To build a more detailed model of a battery pack, see the Build Detailed Model of Battery Pack from Pouch Cells example.
To learn how to model a battery energy storage system (BESS) controller and a battery management system (BMS) with all the necessary functions for the peak shaving, see the Peak Shaving with Battery Energy Storage System example.
Explore Battery Pack and Build Model in Battery Builder App
In this example, you programmatically created the battery pack and all its subcomponents by calling the relevant objects and functions in the MATLAB Command Window. Alternatively, if you prefer a more interactive and visual approach, you can use the Battery Builder app. Using this app, you can interactively import existing battery objects or build them from scratch, explore and edit properties, and view the battery hierarchy and 3-D visualization. You can then build the Simscape system model of your objects and use it as a reference in your simulations. You can also export the objects in your workspace. To learn how to use the Battery Builder app to generate battery objects and build Simscape models, see the Get Started with Battery Builder App example.
Explore the battery pack that you created in this example. Open the Battery Builder app.
batteryBuilder
Import the battery pack object from the packLibrary
MAT file. Under the Battery Builder tab, in the Import section of the toolstrip, click Import. Then click Import from MAT-file and load the packLibrary
MAT file.
The Battery Builder app now comprises a Pack
object and each of its subcomponents.
The Battery Browser panel on the left of the app contains all the battery objects in the current active session of the app. You can select an object, visualize it in the Selected Battery tab, check its hierarchy and child objects in the Battery Hierarchy panel, and edit its properties in the Properties panel on the right of the app.
You can edit properties of the plot under the Battery Chart tab, such as the axes labels, axes direction, title of the plot, and lights. You can also check the current simulation strategy and model resolution of the selected battery object. To visualize the simulation strategy in the plot, in the Simulation Strategy section of the toolstrip, check the Visible box.
Finally, if you modified your battery object and you want to create a library model of the updated Pack
object, under the Battery Builder tab, in the Library section of the toolstrip, click Create Library. In the new window, specify the folder in which you want to save the library, the library name, and whether to use numeric values or variable names for the mask parameters and mask initial targets.
Click Create Library to generate the updated library model of your battery object in the specified folder. Open this model to access your battery objects as Simscape blocks that you can use as a starting point for architecture evaluation in early development stages, software and hardware development, system integration and requirement evaluation, cooling system design, control strategy development, hardware-in-the-loop, and many more applications.