Clear Filters
Clear Filters

Cost function for MPC controller in Simulink

18 views (last 30 days)
Hey guys !
I am working on designing a mpc controller using the MPC controller simulink block !
But i don't know where to define the cost function for the optimizer ?
  3 Comments
akram amri
akram amri on 10 Feb 2024
Moved: Walter Roberson on 12 Feb 2024
Did you solve the problem? If so, can you please give me the code?

Sign in to comment.

Answers (2)

Jordan Olson
Jordan Olson on 12 Feb 2024
The cost function for the MPC is defined within the MPC object that's provided as a parameter of the Simulink block, not on the Simulink block itself.
For linear and adaptive MPC, a standard linear cost function is used. You tune the cost function by modifying various weights using any of the following methods:
  • Modify controller weights in MATLAB, as discussed here
  • Enable online tuning weights in the block parameters of the MPC Controller block
  • [Linear MPC only] Tune weights interactively using the MPC Designer app (this app is opened when clicking the "Design" button in the block parameters of the MPC Controller block)
For nonlinear and nonlinear multistage MPC, you can specify a custom cost function (defined as a MATLAB function). The process for defining a custom cost function for nonlinear MPC is defined here.

akram amri
akram amri on 12 Feb 2024
When I run MPC code to control an asynchronous machine, I get this type of error "global declaration not resolved to a data store memory block registered via the ports and data manager" What should I do?
  1 Comment
Jordan Olson
Jordan Olson on 12 Feb 2024
This issue seems unrelated to the original MPC question. Please consult a different MATLAB Answers thread or contact Technical Support.

Sign in to comment.

Products

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!