LQ/MPC/Model Predictive Control examples

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SUMMARY

The discussion centers on finding basic examples for deriving the cost function in Model Predictive Control (MPC). The user expresses confusion regarding the application of MPC, particularly in relation to linear quadratic methods. A suggestion is made to utilize Euler-Lagrange equations for identifying the cost-minimizing function, which is a fundamental concept in control theory. This approach is essential for effectively implementing MPC in various systems.

PREREQUISITES
  • Understanding of Model Predictive Control (MPC)
  • Familiarity with linear quadratic control methods
  • Knowledge of Euler-Lagrange equations
  • Basic principles of control theory
NEXT STEPS
  • Research the derivation of cost functions in Model Predictive Control
  • Study linear quadratic regulator (LQR) design techniques
  • Explore practical applications of Euler-Lagrange equations in control systems
  • Examine case studies of MPC implementations in engineering
USEFUL FOR

Students, control engineers, and researchers interested in understanding and applying Model Predictive Control techniques in system design and optimization.

leble
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Homework Statement


Do you have any idea where i can find (basic) examples of how to derive the cost function
when controlling a system with MPC? Thats it, i feel lost


Homework Equations


MPC



The Attempt at a Solution


Books and google
 
Physics news on Phys.org
Being unfamiliar with MPC (linear quadratic or otherwise), I just checked wiki and it said that you use Euler-Lagrange equations to find the cost-minimizing function. Hope this helps.
 

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