Executing S-Function and C Code in Simulink: A Guide to Deploying a Model Predictive Controller on NI Hardware
In this article, we will discuss the process of executing S-Function and C code in Simulink, with a focus on deploying a model predictive controller on National Instruments (NI) hardware. This guide will provide an in-depth understanding of key concepts, subtitles, and paragraphs, and will include code blocks formatted according to programming language conventions, including indentation and tabulation.
What is an S-Function?
In Simulink, an S-Function is a block that allows users to execute C code or MATLAB code as part of a model. S-Functions can be used for a variety of purposes, including customizing algorithm implementation, integrating third-party libraries, and interfacing with hardware devices.
How to Create an S-Function Block
To create an S-Function block, follow these steps:
- Open your Simulink model and go to the Simulink Library Browser.
- Under the Simulink / Fundamental Blocks / Custom Blocks section, double-click on the S-Function block to add it to your model.
- Double-click on the S-Function block to open the S-Function Builder.
- Select the language (C or MATLAB) and enter the code for your S-Function in the appropriate text box.
- Configure the S-Function block by specifying the number of input and output ports, data types, and dimensions.
- Save and close the S-Function Builder.
How to Generate C Code for an S-Function
If you have chosen to implement your S-Function in C, you can generate C code using the Simulink Coder. Here are the steps:
- In the Simulink model, go to the Code Generation tab and select the Simulink Coder option.
- Under the Configuration Parameters, select the Code Generation pane.
- In the System Target File section, select "ni-rtsi" to generate code for NI hardware.
- Go to the Configuration Parameters / Solver pane and select a suitable solver for real-time deployment.
- Generate the C code by clicking on the Build Model button.
How to Deploy a Model Predictive Controller on NI Hardware
To deploy a model predictive controller on NI hardware, you can follow these steps:
- Design your model predictive controller in Simulink.
- Integrate the controller with an S-Function block or use the Simulink Coder to generate C code for the controller.
- Prepare your NI hardware for deployment by installing the NI-RIO driver and the NI-RIS I/O software.
- Connect your NI hardware to your computer and configure the hardware settings in Simulink using the NI-RIO Blockset.
- Build the real-time application by clicking on the Build Model button.
- Deploy the real-time application to your NI hardware using the NI-RIO real-time deployment utility.
- Test your model predictive controller on the NI hardware and validate the performance.
Figure: Simulink Real-Time Deployment with the NI-RIO Device
