Identifying a Non-Linear Parameter Varying System

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SUMMARY

This discussion focuses on identifying a non-linear parameter varying system represented by a set of equations involving variables Y1, Y2, Y3, and Y4. The equations utilize parameters such as k1, k2, k4, and M1, M2, M3, along with inputs U1, U2, and U3. The user seeks recommendations for algorithms suitable for identifying such systems, indicating a need for advanced modeling techniques in control systems.

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FaroukSchw
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Hello guys, i am trying to identify the following non linear parameter varying system.
\begin{equation}
Y_1(t_{i})}=\frac{Y_1(t_{i-1})+\Delta t.k_{1}.Y_2(t_{i-1})}{\left(1+\Delta.t.\left(k_{1}.Y_2(t_{i-1})+k_{2}.Y_3(t_{i-1})\right)\right)}
\end{equation}

\begin{equation}
Y_2(t_{i})=\frac{U_1(t_{i})}{\left1+\frac{M_1}{U_4(t_{i})}(a\lefta.\frac{1}{2}.k_{1}.Y_1(t_{i})+b.\frac{1}{2}.k_{4}.Y_3(t_{i-1})\right)\right}
\end{equation}

\begin{equation}
Y_3(t_{i})=\frac{U_2(t_{i})}{\left1+\frac{M_2}{U_4(t_{i})}(\left a.k_{2}.Y_1(t_{i})+b.k_{4}.Y_2(t_{i})\right)\right}
\end{equation}

\begin{equation}
Y_4(t_{i})=U_3+\frac{M_3}{M_2}\left(U_2(t_{i})-Y_3(t_{i})\right)
\end{equation}

Does anybody has an idea about the algorithm that can be used?
Regards
 
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It seems that i din't write with .tex well, here is a pdf containing the model.
 

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