svanimisetti asked . 2021-10-11

When is subsystem reference a better choice than model reference?

I am trying to understand the difference between "model reference" and "subsystem reference". I came across this documentation page, but no matter how many use-cases I reviewed, I never seem to end up with a "subsystem reference". From the flow chart shown in that page, the only way conclude with "subsystem reference" is when the block does not have a defined interface, or is not re-used or does not change. These are the antithesis of arguments for any creating any type of subsystems. Can someone comment on practical situations when a "subsystem reference" will be useful over "model reference"? Are there computational costs associated with "model reference"? I am inclined to believe that in practical cases in the industry, "subsystem references" are rarely used.

reference subsystem , model subsystem

Expert Answer

Neeta Dsouza answered . 2024-12-23 00:30:17

Subsystem References is new functionality to Simulink, it is only supported since R2019b. So industry will only slowly evolve to using the functionality.
I will try to explain use-cases for using Subsystem Reference, and contrast it with Model Reference. Both are saved into their own .slx file, and are referenced by a parent model. The difference is that with Model Reference, the signal interfaces are fixed, such as data types and signal dimensions. With a Subsystem Reference, these interfaces do not need to be fixed. You can use a Subsystem Reference in multiple instances where one instance receives a scalar while another instance receives a vector signal. This is similar to using a library block: the same library block can be used for different instances with different signal dimensions or data types. A Model Reference only accepts signals of a fixed data type and dimensions.
Besides this, a Model Reference can have its own Configuration Parameters and Model Workspace, while a Subsystem does not have it and inherits this from the parent model.
I would say that a Subsystem Reference is more closely related to a library subsystem, with the advantage that:
  • The subsystem is inside its own .slx file, which can be versioned through GIT. This means a different team member can develop this subsystem reference inside the .slx file without disturbing other systems. If you do this with a library, the whole library will be affected.
  • A subsystem reference can be tested and developed inside a harness.
In a model-based design project, I would say typically a Model Reference is used for:
  • A controller
  • A plant model
which are then referenced in harnesses for:
  • Code generation
  • Real-time prototyping
  • Simulation
while Subsystem References are used for:
  • Speed controller subsystem inside the controller
  • Position estimator subsystem inside the controller
  • ...
  • Induction motor model inside the plant model
  • Synchronous motor model inside the plant model
  • ...


Not satisfied with the answer ?? ASK NOW

Frequently Asked Questions

MATLAB offers tools for real-time AI applications, including Simulink for modeling and simulation. It can be used for developing algorithms and control systems for autonomous vehicles, robots, and other real-time AI systems.

MATLAB Online™ provides access to MATLAB® from your web browser. With MATLAB Online, your files are stored on MATLAB Drive™ and are available wherever you go. MATLAB Drive Connector synchronizes your files between your computers and MATLAB Online, providing offline access and eliminating the need to manually upload or download files. You can also run your files from the convenience of your smartphone or tablet by connecting to MathWorks® Cloud through the MATLAB Mobile™ app.

Yes, MATLAB provides tools and frameworks for deep learning, including the Deep Learning Toolbox. You can use MATLAB for tasks like building and training neural networks, image classification, and natural language processing.

MATLAB and Python are both popular choices for AI development. MATLAB is known for its ease of use in mathematical computations and its extensive toolbox for AI and machine learning. Python, on the other hand, has a vast ecosystem of libraries like TensorFlow and PyTorch. The choice depends on your preferences and project requirements.

You can find support, discussion forums, and a community of MATLAB users on the MATLAB website, Matlansolutions forums, and other AI-related online communities. Remember that MATLAB's capabilities in AI and machine learning continue to evolve, so staying updated with the latest features and resources is essential for effective AI development using MATLAB.

Without any hesitation the answer to this question is NO. The service we offer is 100% legal, legitimate and won't make you a cheater. Read and discover exactly what an essay writing service is and how when used correctly, is a valuable teaching aid and no more akin to cheating than a tutor's 'model essay' or the many published essay guides available from your local book shop. You should use the work as a reference and should not hand over the exact copy of it.

Matlabsolutions.com provides guaranteed satisfaction with a commitment to complete the work within time. Combined with our meticulous work ethics and extensive domain experience, We are the ideal partner for all your homework/assignment needs. We pledge to provide 24*7 support to dissolve all your academic doubts. We are composed of 300+ esteemed Matlab and other experts who have been empanelled after extensive research and quality check.

Matlabsolutions.com provides undivided attention to each Matlab assignment order with a methodical approach to solution. Our network span is not restricted to US, UK and Australia rather extends to countries like Singapore, Canada and UAE. Our Matlab assignment help services include Image Processing Assignments, Electrical Engineering Assignments, Matlab homework help, Matlab Research Paper help, Matlab Simulink help. Get your work done at the best price in industry.