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Reports until 14:22, Tuesday 08 August 2023
Controls Optimal Controls
Ian MacMillan - posted 14:22, Tuesday 08 August 2023 - last comment - 14:07, Thursday 27 June 2024(11277)
Moving the Plant to Environmental Shaping Filter for Riccati Solver

In the Buzz code we move the plant to shape the seismic noise without shifting the controls noise is:

\[ S_c = \left |\frac{EP}{1-KP}\right |^2  S_\mathrm{env} + \left |\frac{MKP}{1-KP}\right |^2  S_\mathrm{meas}  \]

where \(K\) is the controller, \(P\) is the plant, \(E\) is the environmental noise shaping filter, \(M\) is the measurement noise shaping filter, \(S_c\) is the controls noise PSD, and  \(S_\mathrm{meas} \) and \(S_\mathrm{env} \) are the unshaped PSDs of the respective noise. If we move the plant to the env noise shaping filter such that \(E'=PE\),  \(P=1\), and  \(K'\) is a new controller calculated for this system then the controlls noise becomes

\[ S_c' = \left |\frac{EP}{1-K'}\right |^2  S_\mathrm{env} + \left |\frac{MK'}{1-K'}\right |^2  S_\mathrm{meas}  \]

In order for these two ststments to be equlivilant

\[ K'=KP \]

I think this means there needs to be some sort of elimination of the \(P\) from the \(K'\) since what we are looking for is \(K\) and not \(K'\).

Comments related to this report
Ian MacMillan - 14:07, Thursday 27 June 2024 (11685)

Assuming that \(P' \neq1 \) . i.e. the plant has some shape left in it, then to find the controller to use in the system use:

\[ K=\frac{K'P'}{P} ,\]

where \(K\) is the controller to use in the system, \(P \) is the origional unmodified plant, \(P' \) is the modified plant, and  \(K' \) is the controller found by buzz.

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