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.

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.

The PouchGeometry object allows you to define the pouch geometrical arrangement of the battery cell. To create the PouchGeometry object, use the batteryPouchGeometry function. Specify the cell height as the first argument and cell length as the second argument.

pouchGeometry = batteryPouchGeometry(simscape.Value(0.1,"m"),...
    simscape.Value(0.3,"m"),TabLocation="Opposed")

pouchGeometry = 
  PouchGeometry with properties:

         Length: 0.3000 (m)
      Thickness: 0.0100 (m)
    TabLocation: "Opposed"
       TabWidth: 0.0400 (m)
      TabHeight: 0.0300 (m)
         Height: 0.1000 (m)

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.

pouchCell = batteryCell(pouchGeometry)

pouchCell = 
  Cell with properties:

            Geometry: [1×1 simscape.battery.builder.PouchGeometry]
    CellModelOptions: [1×1 simscape.battery.builder.CellModelBlock]
                Mass: 0.1000 (kg)
            Capacity: 5 (A*hr)
              Energy: 50 (W*hr)

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 thebatteryParallelAssembly function. Define the Cell object as the first argument and the number of cells in parallel as the second argument.

parallelAssembly = batteryParallelAssembly(pouchCell,3)

parallelAssembly = 
  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 batteryModule function. Define the ParallelAssembly object as the first argument and the number of parallel assemblies in series as the second argument. To specify the gap between parallel assemblies use the name-value argument InterParallelAssemblyGap.

module = batteryModule(parallelAssembly,11,...
    InterParallelAssemblyGap=simscape.Value(0.005,"m"))

module = 
  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 batteryModuleAssembly function. Define the Module objects as the first argument and specify the gap between modules with the name-value argument InterModuleGap.

moduleAssembly = batteryModuleAssembly(repmat(module,1,2),...
    InterModuleGap=simscape.Value(0.1,"m"))

moduleAssembly = 
  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 batteryPack function. Define the ModuleAssembly object as the first argument and specify the gap between the module assemblies with the name-value argument InterModuleAssemblyGap.

pack = batteryPack(repmat(moduleAssembly,1,5),...
    InterModuleAssemblyGap=simscape.Value(0.01,"m"))

pack = 
  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(pack.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 function to visualize the battery pack. To view the model resolution of the module, define the name-value argument SimulationStrategyVisible as "On".

f = figure(Color="white",Position=[0 0 1000 500]);
packChart = batteryChart(f,pack, ...
    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(pack,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. On the Apps tab, under Simscape, click the Battery Builder icon. Alternatively, you can open the app from the command line:

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.