Obtaining state space from transfer functions

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SUMMARY

The discussion focuses on converting a MIMO system with two inputs and two outputs into a state space model using transfer functions of third degree. The transfer matrix is defined as HP(s)=[H11, H12; H21, H22], with specific transfer functions provided for H11, H12, H21, and H22. The participant successfully derived two third-degree ordinary differential equations (ODEs) from the transfer functions, leading to the creation of six states, of which only two were relevant for the measurement equation in the state space model.

PREREQUISITES
  • Understanding of MIMO systems
  • Familiarity with transfer functions and state space representation
  • Knowledge of ordinary differential equations (ODEs)
  • Proficiency in control theory concepts
NEXT STEPS
  • Study the process of converting transfer functions to state space models
  • Learn about the controllability and observability of state space systems
  • Explore MATLAB functions for state space representation
  • Investigate the implications of state selection in state space models
USEFUL FOR

Control engineers, systems analysts, and students studying control theory who are working with MIMO systems and require a deeper understanding of state space modeling techniques.

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1. The problem statement
I have a MIMO system with two inputs and two outputs. I have all transfer functions between inputs and outputs. I want to obtain a state space model that describes this system. All transfer functions are of 3rd degree.

Homework Equations


"Transfer matrix":
HP(s)=[H11, H12; H21, H22]

H11=[itex]\frac{1}{100s^3+80s^2+17s+1}[/itex]

H12=[itex]\frac{0.5}{100s^3+80s^2+17s+1}[/itex]

H21=[itex]\frac{4.8}{5s^3+13.5s^2+7.5s+1 }[/itex]

H22=[itex]\frac{16}{5s^3+13.5s^2+7.5s+1 }[/itex]
 
Last edited:
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Solved it :-D

I created two equations for the outputs which resulted in two 3rd degree ODE's. From these two equations I created 6 states, where only two of them was of any interest to me, so I put those two states in the measurment equation of the state space model.
 

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