Controlled Van der Pol system (2)

Model description: 

Using

$z_{i+1,k+1}=y_{k+1}^{(i)}\approx y_{k}^{(i)}+Ty_{k}^{(i+1)}+\frac{T^2}{2}y_{k}^{(i+2)}+\cdots+\frac{T^{r-i}}{(r-i)!}y_{k}^{(r)}+\frac{T^{r-i+1}}{(r-i+1)!}y_{k}^{(r +1)}$

for $i=0, \cdots,r-1$ the controlled Van der Pol system from Controlled Van der Pol system (1) can be rewritten as:

$$\begin{align*} x_{1,k+1} &=x_{1,k}+Tx_{2,k}+\frac{T^2}{2}[-cx_{2,k}-d\sin x_{1,k}+u_{1,k}] \\ &+\frac{T^{2}}{3!}[-c(-cx_{2,k}-d\sin x_{1,k}+u_{1,k})-dx_{2,k}\cos x_{1,k} \\ &\times\{-x_{1,k}+\epsilon(1-x_{1,k}^2)x_{2,k}+u_k] \\ x_{2,k+1} &=x_{2,k}+T[-cx_{2,k}-d\sin x_{1,k}+u_{1,k}] \\ &+\frac{T^2}{2}[-cx_{2,k}-d\sin x_{1,k}+u_{1,k}-dx_{2,k}\cos x_{1,k} \\ &\times\{-x_{1,k}+\epsilon(1-x_{1,k}^2)x_{2,k}+u_k] \\ y_{k} &=x_{1,k} \end{align*}$$

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Time domain: 

Linearity: 

Publication details: 

TitleNonlinear sampled-data models and zero dynamics
Publication TypeConference Paper
Year of Publication2009
AuthorsNishi, M., Ishitobi M., and Kunimatsu S.
Conference NameInternational Conference on Networking, Sensing and Control, 2009. ICNSC '09.
Date Published03/2009
PublisherIEEE
Conference LocationOkayama
ISBN Number978-1-4244-3491-6
Accession Number10646009
Keywordsclosed loop systems, continuous time systems, control system synthesis, nonlinear control systems, poles and zeros, sampled data systems, stability
AbstractOne of the approaches to sampled-data controller design for nonlinear continuous-time systems consists of obtaining an appropriate model and then proceeding to design a controller for the model. Hence, it is important to derive a good approximate sampled-data model because the exact sampled-data model for nonlinear systems is often unavailable to the controller designers. Recently, Yuz and Goodwin have proposed an accurate approximate model which includes extra zero dynamics corresponding to the relative degree of the continuous-time nonlinear system. Such extra zero dynamics are called sampling zero dynamics. A more accurate sampled-data model is, however, required when the relative degree of a continuous-time nonlinear plant is two. The reason is that the closed-loop system becomes unstable when the more accurate sampled-data model has unstable sampling zero dynamics and a controller design method based on cancellation of the zero dynamics is applied. This paper derives the sampling zero dynamics of the more accurate sampled-data model and shows a condition which assures the stability of the sampling zero dynamics of the model.
DOI10.1109/ICNSC.2009.4919304