Control Theory State-Space method with derivative input

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The discussion focuses on the representation of differential equations in state-space form, specifically addressing cases with and without derivative inputs. It highlights the derivation of state variables when the input includes derivatives, using examples from Ogata's Modern Control Engineering. The conversation also touches on challenges faced when converting higher-order transfer functions into state-space models, particularly when the order of the numerator is less than that of the denominator. Participants seek clarity on the derivation process and the validity of output equations when involving higher derivatives. The thread emphasizes the complexity of state-space representation in control theory.
Chacabucogod
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Hi,

I'm reading Ogata's Modern Control Engineering, and when he talks about the representation of a differential equation in state space he divides the method in two. The first one is when the input of the differential equation involves no derivative term, for example:

x'(t)+x(t)=u(t)

The next step is doing it with a differential equation that has inputs that have derivatives. For example:

x'(t)+x(t)=u(t)+u'(t)

He then mention that the state varibles will be

x1=y-β0u
x2=y'-β1u-β0u' and so on...

I've tried finding a reason for this and the nearest I've come is the following PDF, which has errors:

http://www.ece.rutgers.edu/~gajic/psfiles/canonicalforms.pdf

Anybody got an idea how that can be derived?
 
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note: this is not mine...
http://lpsa.swarthmore.edu/Representations/SysRepTransformations/TF2SS.html

Consider the third order differential transfer function:

img7D.gif


We start by multiplying by Z(s)/Z(s) and then solving for Y(s) and U(s) in terms of Z(s). We also convert back to a differential equation.

img58.gif


We can now choose z and its first two derivatives as our state variables

img5C.gif


Now we just need to form the output

img89.gif


Unfortunately, the third derivative of z is not a state variable or an input, so this is not a valid output equation. However, we can represent the term as a sum of state variables and outputs:

img8A.gif


and

img8C1.gif


From these results we can easily form the state space model:

img8E.gif


In this case, the order of the numerator of the transfer function was less than that of the denominator. If they are equal, the process is somewhat more complex.
 
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