Modes observable and modes controllable

In summary, to find the observable and controllable modes, we can use the transfer function and the rank of $\mathbf{T}$ and $\mathbf{T}^T$ to determine which states are controllable and observable.
  • #1
Dustinsfl
2,281
5
How do you find observable and controllable modes?
\[
\mathcal{L}\Big\{\big(\mathbf{A} - s\mathbf{I}\big)^{-1}\Big\}
=
\begin{bmatrix}
-e^{-t} - te^{-t} + \frac{1}{2}t^2e^{-t} & te^{-t}
& -te^{-t} + \frac{1}{2}t^2e^{-t}\\
-te^{-t} & -e^{-t} & te^{-t}\\
te^{-t} - \frac{1}{2}t^2e^{-t} & te^{-t}
& -e^{-t} + te^{-t} - \frac{1}{2}t^2e^{-t}
\end{bmatrix}\\
\]
and then
\[
X(t) = -e^{-t}\mathbb{I} - te^{-t}
\begin{bmatrix}
1 & -1 & -1\\
1 & 0 & -1\\
1 & -1 & -1
\end{bmatrix} - \frac{t^2}{2}e^{-t}
\begin{bmatrix}
-1 & 0 & 1\\
0 & 0 & 0\\
-1 & 0 & 1
\end{bmatrix} =
e^{-t}\mathbb{I} + te^{-t}
\begin{bmatrix}
1 & -1 & -1\\
1 & 0 & -1\\
1 & -1 & -1
\end{bmatrix} + \frac{t^2}{2}e^{-t}
\begin{bmatrix}
-1 & 0 & 1\\
0 & 0 & 0\\
-1 & 0 & 1
\end{bmatrix}.
\]
I read that the loss of observability or controllability then the residue is zero then the pole doesn't show up in the transfer function.

How can this be used or can it?

Also,
\begin{align}
\mathbf{A} &=
\begin{bmatrix}
0 & -1 & -1\\
1 & -1 & -1\\
1 & -1 & -2
\end{bmatrix}\\
\mathbf{B} &=
\begin{bmatrix}
1 & 0\\
0 & 1\\
0 & 0
\end{bmatrix}\\
\mathbf{U} &=
\begin{bmatrix}
u_1\\
u_2
\end{bmatrix}\\
\mathbf{T} &= (\mathbf{A} - s\mathbb{I})^{-1}\mathbf{B}\\
&=
-\frac{1}{(s+1)^3}
\begin{bmatrix}
s^2 + 3s + 1 & -(s + 1)\\
s+1 & (s+1)^2\\
s & -(s+1)
\end{bmatrix}\\
\mathbf{X}(s) & = \mathbf{T}\mathbf{U}
\end{align}
 
Last edited:
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  • #2
Using this, you can find the controllable and observable modes by computing the rank of $\mathbf{T}$ and $\mathbf{T}^T$. If the rank is n (the number of states), then all of the states are both controllable and observable. Otherwise, the states that have nonzero entries in the rows or columns with rank less than n are not controllable or observable.
 

Related to Modes observable and modes controllable

1. What are modes observable and modes controllable?

Modes observable and modes controllable are concepts used in control theory to describe the behavior of a system. Modes observable refer to the states of a system that can be measured or observed, while modes controllable refer to the states that can be controlled or manipulated.

2. How are modes observable and modes controllable related?

Modes observable and modes controllable are closely related as they both describe the behavior of a system. The modes observable determine which states of the system can be measured, while the modes controllable determine which states can be controlled.

3. Why are modes observable and modes controllable important in control theory?

Modes observable and modes controllable are important in control theory because they help in understanding and analyzing the behavior of a system. By identifying the modes observable and modes controllable, we can design control systems that can effectively regulate the behavior of the system.

4. How do you determine the modes observable and modes controllable in a system?

The modes observable and modes controllable of a system can be determined by analyzing the system's dynamics and its inputs and outputs. This can be done through mathematical modeling and simulation or by conducting experiments on the system.

5. Can the modes observable and modes controllable of a system change over time?

Yes, the modes observable and modes controllable of a system can change over time. This can happen due to external factors such as changes in the system's environment, or due to internal changes in the system's dynamics or inputs. It is important to regularly monitor and analyze the modes observable and modes controllable of a system to ensure efficient control.

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