Deploying a Simulation App with Simulink Compiler
In this example, we use an app that is prepared in the App Designer and deploy it with Simulink® Compiler™.
Open and Explore Model
In this example, we use the model of a mass springer damper system. The mass-spring-damper model consists of discrete mass nodes distributed throughout an object and interconnected via a network of springs and dampers. This model is well-suited for modelling object with complex material properties such as non-linearity and elasticity. In this example we use the mass spring damper system. The system is parametrized by mass (m), spring stiffness (k), damping (b) and the initial position (x0). The input to the system is the applied force.
To explore this model with different values of the tunable parameters, create the following model workspace variables:
Mass - m.
Spring stiffness - k.
Damping - b.
Initial position - x0.
Create the App in App Designer
Use the MATLAB APP Designer to create an app to simulate the model with different parameter values and input signals. To learn more about how to create an app using the App Designer, see Create and Run a Simple App Using App Designer Use the
MassSpringDamperApp.mlapp file to use the app.
The main part for the app is the simulate button callback function. It has the following salient parts: setup the
SimulationInput object, configure it for deployment, simulate, and plot the simulation results.
The functionality of the application to change and experiment with the tunable parameters is defined in the callback function
SimulateButtonPushed. This callback function enables you to change,experiment and analyze different simulations by modifying the values in the app designer.
This section explains the code written to create the app,
MassSpringDamperApp. The code for the
MassSpringDamperApp uses many callback functions. You can inspect the code by opening the
MassSpringDamperApp,mlapp file in the App Designer. The
modifyParameterDuringSim functions help set the values while also updating the simulation values in the app. We use the
Simulink.SimulationInput object to set the variables to the model and use these variables to change the values and analyze the model.
Simulink.SimulationInput Object in the
SimulateButtonPushed function, create a
SimulationInput object, SimInp for the model
MassSpringDamperModel. Use the
setVariable method on the
SimulationInput object to load the parameter values into the variables
x0. Now that we have assigned all the values to the variables and set the input signal, the
Simulink.SimulationInput object is required to be configured for deployment. Use the
simulink.compiler.configureForDeployment function of Simulink Compiler. This function handles all the settings required for the script to be compatible for deployment by setting the simulation mode to rapid accelerator, and by setting the parameter
Modify Parameters During Simulation
To allow modification of the parameters during the simulation, use the function |modifyParameterDurinSim|. This function gets the current simulation stats and then if the simulation is running or paused, enables you to modify the values for the simulation.
Simulate and Plot the Results
Use the configured
Simulink.SimulationInput object to run the simulation with the designed app. The
addPoints function plots and traces the simulation results as the app is running.
Test Out the Application in App Designer
Before deploying the application, ensure that the app runs in the App Designer. Click the Simulate button on the app to verify that the application works by simulating the model for different values.
Compile Script for Deployment
To compile the app, use the
mcc command, followed by the script name.
mcc -m MassSpringDamperApp.mlapp